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The dataset generation failed
Error code: DatasetGenerationError
Exception: TypeError
Message: Couldn't cast array of type struct<T1: string, T10: string, T11: string, T12: string, T13: string, T14: string, T2: string, T3: string, T4: string, T5: string, T6: string, T7: string, T8: string, T9: string> to string
Traceback: Traceback (most recent call last):
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1870, in _prepare_split_single
writer.write_table(table)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 622, in write_table
pa_table = table_cast(pa_table, self._schema)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2292, in table_cast
return cast_table_to_schema(table, schema)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2245, in cast_table_to_schema
arrays = [
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2246, in <listcomp>
cast_array_to_feature(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 1795, in wrapper
return pa.chunked_array([func(chunk, *args, **kwargs) for chunk in array.chunks])
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 1795, in <listcomp>
return pa.chunked_array([func(chunk, *args, **kwargs) for chunk in array.chunks])
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2102, in cast_array_to_feature
return array_cast(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 1797, in wrapper
return func(array, *args, **kwargs)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 1950, in array_cast
raise TypeError(f"Couldn't cast array of type {_short_str(array.type)} to {_short_str(pa_type)}")
TypeError: Couldn't cast array of type struct<T1: string, T10: string, T11: string, T12: string, T13: string, T14: string, T2: string, T3: string, T4: string, T5: string, T6: string, T7: string, T8: string, T9: string> to string
The above exception was the direct cause of the following exception:
Traceback (most recent call last):
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1420, in compute_config_parquet_and_info_response
parquet_operations = convert_to_parquet(builder)
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1052, in convert_to_parquet
builder.download_and_prepare(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 924, in download_and_prepare
self._download_and_prepare(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1000, in _download_and_prepare
self._prepare_split(split_generator, **prepare_split_kwargs)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1741, in _prepare_split
for job_id, done, content in self._prepare_split_single(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1897, in _prepare_split_single
raise DatasetGenerationError("An error occurred while generating the dataset") from e
datasets.exceptions.DatasetGenerationError: An error occurred while generating the datasetNeed help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
sentence_text
string | Tasks
string | Methods
string | Metrics
string | USED-FOR
string | EVALUATE-FOR
string | relevant
string |
|---|---|---|---|---|---|---|
Walking and transit are the backbone of sustainable mobility. | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T15': None, 'T16': None, 'T19': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T14': None, 'T15': None, 'T16': None, 'T17': None, 'T18': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | [] | [] | false |
However, red pitched roofs have also been frequently used for aesthetic reasons. | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T15': None, 'T16': None, 'T19': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T14': None, 'T15': None, 'T16': None, 'T17': None, 'T18': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | [] | [] | false |
The most important measures in the retrofitting process of the building envelope , including its roof , are mainly the glazing type and characteristics and the thermal insulation of walls . | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T15': None, 'T16': None, 'T19': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T14': None, 'T15': None, 'T16': None, 'T17': None, 'T18': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | [] | [] | false |
Geometry is an inalienable means to manage the spatial expression of a drawing and to efficiently and properly display it according to strictly proven rules. | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T15': None, 'T16': None, 'T19': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T14': None, 'T15': None, 'T16': None, 'T17': None, 'T18': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | [] | [] | false |
Practical implications FM providers readily hold a great portion of the data required for green management . | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T15': None, 'T16': None, 'T19': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T14': None, 'T15': None, 'T16': None, 'T17': None, 'T18': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | [] | [] | false |
Although the integrated energy and environmental planning processes of cities and territories with more than50,000 inhabitants differ, previous studies suggest that long-term, model-based energy planning processes have a common scheme that can also be used as a framework for reviewing the methods and the tools that are used in the integrated energy planning of these cities and territories. | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T15': None, 'T16': None, 'T19': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T14': None, 'T15': None, 'T16': None, 'T17': None, 'T18': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | [] | [] | false |
• Incorporates the bio-remediation of greywater. | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T15': None, 'T16': None, 'T19': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T14': None, 'T15': None, 'T16': None, 'T17': None, 'T18': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | [] | [] | false |
A total of11 experiments were carried out to measure a list of key variables commonly used to represent indoor air pollution(IAP) indicators such as particulate matter(PM: PM1, PM2.5, PM10, and TSP) and a set of individual volatile organic compounds(VOCs) with some odor markers. | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T15': None, 'T16': None, 'T19': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': 'PM10', 'T11': 'TSP', 'T12': 'volatile organic compounds(VOCs)', 'T14': None, 'T15': None, 'T16': None, 'T17': None, 'T18': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': 'particulate matter', 'T7': 'PM', 'T8': 'PM1', 'T9': 'PM2.5'} | [] | [] | true |
Thus, integrating solar technologies with biomimetic solar adaptive solutions could establish a suitable combination towards a sustainable design. | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': 'sustainable design'} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T15': None, 'T16': None, 'T19': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T14': None, 'T15': None, 'T16': None, 'T17': None, 'T18': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | [] | [] | true |
The window frame is one in a series that represents a Canadian province or territory with a stained glass feature that includes floral emblems and heraldic symbols from the respective provincial or territorial shield. | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T15': None, 'T16': None, 'T19': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T14': None, 'T15': None, 'T16': None, 'T17': None, 'T18': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | [] | [] | false |
Urban renewal and sustainable development are two popular issues in both policy agenda and academia. | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T2': 'Urban renewal', 'T3': 'sustainable development', 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T15': None, 'T16': None, 'T19': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T14': None, 'T15': None, 'T16': None, 'T17': None, 'T18': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | [] | [] | true |
In this study Khojir national park land use change monitoring were studied by remote sensing and landscape metrics in three terms. | {'T1': 'land use change monitoring', 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T15': None, 'T16': None, 'T19': None, 'T2': 'remote sensing', 'T3': 'landscape metrics', 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T14': None, 'T15': None, 'T16': None, 'T17': None, 'T18': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | [{'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T15': None, 'T2': 'T1', 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None}, {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T15': None, 'T2': None, 'T3': 'T1', 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None}] | [] | true |
If the performance indexes such as the shading coefficient, visible light transmittance and hardness of the coating heat-insulating glass are in the condition of reaching the specification, and it can meet the needs of energy conservation and reform in building, it is a suitable technology for economic application. | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T2': 'energy conservation', 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T15': None, 'T16': None, 'T19': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T14': None, 'T15': None, 'T16': None, 'T17': None, 'T18': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | [] | [] | true |
This acute time-tool equation leads the focus of the architectural design community to the know-how of these technologies whatever their application would be, indication, and justification in an open-end experimental methodology. | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T15': None, 'T16': None, 'T19': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T14': None, 'T15': None, 'T16': None, 'T17': None, 'T18': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | [] | [] | false |
In this thesis , the performance of commercial visitor - counting sensors was tested in different settings . | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T15': None, 'T16': None, 'T19': None, 'T2': None, 'T3': None, 'T4': None, 'T5': 'visitor - counting sensors', 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T14': None, 'T15': None, 'T16': None, 'T17': None, 'T18': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | [] | [] | true |
Microalgae can fix15–50 times more CO2 than other types of vegetation. | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T15': None, 'T16': None, 'T19': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T14': None, 'T15': None, 'T16': None, 'T17': None, 'T18': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | [] | [] | false |
Recognizing the significance of solar energy as a vital renewable energy source in building envelope design is becoming more and more important and needs urgent attention. | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T2': None, 'T3': None, 'T4': None, 'T5': 'building envelope design', 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T15': None, 'T16': None, 'T19': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T14': None, 'T15': None, 'T16': None, 'T17': None, 'T18': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | [] | [] | true |
This review can serve as a roadmap for researchers who focus on studies of BIM-GIS integration in the sustainable built environment. | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T15': None, 'T16': None, 'T19': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T14': None, 'T15': None, 'T16': None, 'T17': None, 'T18': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | [] | [] | false |
A comprehensive waterproofing system is an integrated combination of factors, and includes product selection, membrane detail, substrate preparation, design, installation and maintenance. | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T15': None, 'T16': None, 'T19': None, 'T2': None, 'T3': 'waterproofing system', 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T14': None, 'T15': None, 'T16': None, 'T17': None, 'T18': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | [] | [] | true |
; Tarve vahentaa energian kulutusta mm . | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T15': None, 'T16': None, 'T19': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T14': None, 'T15': None, 'T16': None, 'T17': None, 'T18': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | [] | [] | false |
But among the various solar energy approaches(photovoltaics, solar thermal), innovation is still required to improve performance and achieve economic viability. | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T15': None, 'T16': None, 'T19': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T14': None, 'T15': None, 'T16': None, 'T17': None, 'T18': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | [] | [] | false |
The main goal for HVAC system is to improve productivity of the inhabitants by providing comfortable indoor environment. | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T15': None, 'T16': None, 'T19': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T14': None, 'T15': None, 'T16': None, 'T17': None, 'T18': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | [] | [] | false |
In this research work, a theoretical model was designed to assess the energy potential of waves.
| {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T2': None, 'T3': 'energy potential of waves', 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T15': None, 'T16': None, 'T19': None, 'T2': 'theoretical model', 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T14': None, 'T15': None, 'T16': None, 'T17': None, 'T18': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | [{'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T15': None, 'T2': 'T3', 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None}] | [] | true |
The latest IPCC Report shows that the pace and extent of climate impacts are rapidly accelerating with devastating consequences on the built environment, health, and safety of inhabitants. | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T15': None, 'T16': None, 'T19': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T14': None, 'T15': None, 'T16': None, 'T17': None, 'T18': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | [] | [] | false |
A position - independent , radar - based vital - signs detection system was evaluated as a well - being application . | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T15': None, 'T16': None, 'T19': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': 'vital - signs detection system'} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T14': None, 'T15': None, 'T16': None, 'T17': None, 'T18': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | [] | [] | true |
Adaptive conditions can be automatically adjusted at a general level based on the current need and fine - tuned locally by the space users themselves . | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T15': None, 'T16': None, 'T19': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T14': None, 'T15': None, 'T16': None, 'T17': None, 'T18': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | [] | [] | false |
Predicted indoor BC concentrations explained78% of the variability in the measured indoor BC concentrations. | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T15': None, 'T16': None, 'T19': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T14': None, 'T15': None, 'T16': None, 'T17': None, 'T18': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | [] | [] | false |
C during heating period. | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T15': None, 'T16': None, 'T19': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T14': None, 'T15': None, 'T16': None, 'T17': None, 'T18': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | [] | [] | false |
The CFD results provide detailed information on the heterogeneous urban flow field as a critical determinant of human comfort . | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T15': None, 'T16': None, 'T19': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T14': None, 'T15': None, 'T16': None, 'T17': None, 'T18': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | [] | [] | false |
Despite these advantages, however, and perhaps simply due to a lack of available data, few academic studies to date have succeeded in integrating multi-source ‘ big data ’ to examine urban land use at the building level. | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T15': None, 'T16': None, 'T19': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T14': None, 'T15': None, 'T16': None, 'T17': None, 'T18': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | [] | [] | false |
This paper presents the results , analysis and recommendations from the experimental tests and outputs . | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T15': None, 'T16': None, 'T19': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T14': None, 'T15': None, 'T16': None, 'T17': None, 'T18': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | [] | [] | false |
Our systematic review of the relevant literature via an EGI framework, identified more than80 peer-reviewed publications that focused on ES and food production in urban areas. | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T15': None, 'T16': None, 'T19': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T14': None, 'T15': None, 'T16': None, 'T17': None, 'T18': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | [] | [] | false |
We aim to achieve maximum aggregate throughput with limited aggregate interference. | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T15': None, 'T16': None, 'T19': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T14': None, 'T15': None, 'T16': None, 'T17': None, 'T18': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | [] | [] | false |
Regulation of microclimate and shading effects of microalgal photobioreactors on rooftops: Microalgae as a promising emergent for green roof technology. | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T2': 'Regulation of microclimate', 'T3': 'shading effects', 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T15': None, 'T16': None, 'T19': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T14': None, 'T15': None, 'T16': None, 'T17': None, 'T18': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | [] | [] | true |
Moreover, we investigated the impact of different misdetection amounts, and Kalman filters to handle them. | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T15': None, 'T16': None, 'T19': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T14': None, 'T15': None, 'T16': None, 'T17': None, 'T18': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | [] | [] | false |
Penetration of ambient BC is typically the primary source of indoor BC in the developed world. | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T15': None, 'T16': None, 'T19': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T14': None, 'T15': None, 'T16': None, 'T17': None, 'T18': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | [] | [] | false |
The study shows a good agreement between the predicted and measured indoor hygrothermal profile with less than10% deviation. | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T15': None, 'T16': None, 'T19': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T14': None, 'T15': None, 'T16': None, 'T17': None, 'T18': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | [] | [] | false |
Large scale refrigeration systems have abundant data to detect or diagnose leakage. | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T15': None, 'T16': None, 'T19': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T14': None, 'T15': None, 'T16': None, 'T17': None, 'T18': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | [] | [] | false |
All90 ° vertical and45 °,60 ° sloped Parapets with thickness150 mm, double reinforcement are analyzed, and it has been proven that they are able to withstand10kN Gondola-type Robot System weight load. | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T15': None, 'T16': None, 'T19': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T14': None, 'T15': None, 'T16': None, 'T17': None, 'T18': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | [] | [] | false |
Thermal comfort was and remains a major concern of the designers, makers, planners, climatologists and others, seeking at all costs to ensure the well-being, good health and comfort of citizens in both outdoor and indoor areas. | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T2': None, 'T3': 'Thermal comfort', 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T15': None, 'T16': None, 'T19': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T14': None, 'T15': None, 'T16': None, 'T17': None, 'T18': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | [] | [] | true |
The lack of clarity on accessibility leaves vehicle speed as the fundamental criterion for success in most plans. | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T15': None, 'T16': None, 'T19': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T14': None, 'T15': None, 'T16': None, 'T17': None, 'T18': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | [] | [] | false |
The proposed scheme generates smart residential power schedules dynamically according to the real-time stock of renewable resources and user-specific life style in home energy management. | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T15': None, 'T16': None, 'T19': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T14': None, 'T15': None, 'T16': None, 'T17': None, 'T18': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | [] | [] | false |
Recently it is obvious that should find out alternative ways as to reduce the massive ELT waste . | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T15': None, 'T16': None, 'T19': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T14': None, 'T15': None, 'T16': None, 'T17': None, 'T18': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | [] | [] | false |
Most noticeably, TVOC had the most repeatable results with a reproducibility(RSE) value of3.2%(< mml: math xmlns: mml=http://www.w3.org/1998/ Math/ MathML id=M1><mml: mi > n</mml: mi><mml: mo>=</mml: mo><mml: mn>11</mml: mn></mml: math >). | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T15': None, 'T16': None, 'T19': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T14': None, 'T15': 'TVOC', 'T16': None, 'T17': None, 'T18': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | [] | [] | true |
Incorporating PCMs into building envelope for energy conservation and maintaining indoor thermal comfort has attracted growing attention worldwide. | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': 'building envelope', 'T8': 'energy conservation', 'T9': 'indoor thermal comfort'} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T15': None, 'T16': None, 'T19': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': 'PCMs', 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T14': None, 'T15': None, 'T16': None, 'T17': None, 'T18': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | [{'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T15': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': 'T7', 'T7': None, 'T8': None, 'T9': None}, {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T15': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': 'T8', 'T7': None, 'T8': None, 'T9': None}, {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T15': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': 'T9', 'T7': None, 'T8': None, 'T9': None}] | [] | true |
Therefore, this study presents new evidence on the empirical validation of co-simulation setups for adaptive building envelopes by establishing an assessment framework to determine the extent to which they can accurately represent the real world. | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T15': None, 'T16': None, 'T19': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T14': None, 'T15': None, 'T16': None, 'T17': None, 'T18': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | [] | [] | false |
The results can help in renewable planning in the studied climate.
| {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T2': 'renewable planning', 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T15': None, 'T16': None, 'T19': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T14': None, 'T15': None, 'T16': None, 'T17': None, 'T18': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | [] | [] | true |
Globally , an estimated one billion tyres reach the end of their useful lives every year . | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T15': None, 'T16': None, 'T19': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T14': None, 'T15': None, 'T16': None, 'T17': None, 'T18': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | [] | [] | false |
Using a deterministic trajectory algorithm, the nozzle angle is adjusted to apply the suppressant onto the base of the fire. | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T15': None, 'T16': None, 'T19': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': 'deterministic trajectory algorithm'} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T14': None, 'T15': None, 'T16': None, 'T17': None, 'T18': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | [] | [] | true |
Exploring the Impact of Façade Orientation, View, Floor Location, and Daylight Access on Housing Unit Value: A Study Using the AHP Model. | {'T1': 'Housing Unit Value', 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T15': None, 'T16': None, 'T19': None, 'T2': 'AHP Model', 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T14': None, 'T15': None, 'T16': None, 'T17': None, 'T18': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | [{'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T15': None, 'T2': 'T1', 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None}] | [] | true |
The results of AHP are analyzed using statistical tests. | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T15': None, 'T16': None, 'T19': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T14': None, 'T15': None, 'T16': None, 'T17': None, 'T18': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | [] | [] | false |
Health and Wellness Monitoring of Elderly People Using Intelligent Sensing Technique . | {'T1': 'Wellness Monitoring', 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T15': None, 'T16': None, 'T19': None, 'T2': 'Intelligent Sensing Technique', 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T14': None, 'T15': None, 'T16': None, 'T17': None, 'T18': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | [] | [] | true |
However, the effective participation of residential customers in DR programs is low, and the available potential of this sector has not been fully utilized.
| {'T1': 'effective participation of residential customers in DR programs', 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T15': None, 'T16': None, 'T19': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T14': None, 'T15': None, 'T16': None, 'T17': None, 'T18': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | [] | [] | true |
Compared with the traditional controller, the simulation results show that the joint trajectory can obey the joint flexible factors to move from the initial state to the end smoothly with a better result of vibration suppression in the process of movement by using the LPM. | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T15': None, 'T16': None, 'T19': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T14': None, 'T15': None, 'T16': None, 'T17': None, 'T18': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | [] | [] | false |
Heating, ventilation, and air conditioning(HVAC) systems play a crucial role in either increasing or decreasing the risk of airborne disease transmission. | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T15': None, 'T16': None, 'T19': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T14': None, 'T15': None, 'T16': None, 'T17': None, 'T18': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | [] | [] | false |
Furthermore, based on the principle that the scheme can be performed by non-professionals with simple manipulation and maintain indoor temperature below35 ° C continuously over72 h, the quantity, combination, locations and replacing frequency of the EIPs are determined under the condition of this laboratory. | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T15': None, 'T16': None, 'T19': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T14': None, 'T15': None, 'T16': None, 'T17': None, 'T18': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | [] | [] | false |
According to our analyses , the proposed classification scheme shows great potential to map regional urban extents in an effective and efficient manner . | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T15': None, 'T16': None, 'T19': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T14': None, 'T15': None, 'T16': None, 'T17': None, 'T18': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | [] | [] | false |
The use of photogrammetry and terrestrial laser scanning for building information modelling(BIM) in the documentation and conservation of Cultural Heritage(CH) is now well established. | {'T1': 'conservation of Cultural Heritage(CH)', 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T2': 'building information modelling(BIM)', 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T15': None, 'T16': None, 'T19': None, 'T2': None, 'T3': 'photogrammetry', 'T4': 'terrestrial laser scanning', 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T14': None, 'T15': None, 'T16': None, 'T17': None, 'T18': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | [{'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T15': None, 'T2': None, 'T3': 'T2', 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None}, {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T15': None, 'T2': None, 'T3': 'T1', 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None}, {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T15': None, 'T2': None, 'T3': None, 'T4': 'T2', 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None}, {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T15': None, 'T2': None, 'T3': None, 'T4': 'T1', 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None}] | [] | true |
More research and product development is , however , needed to further improve the technical properties of loudspeaker technologies . | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T15': None, 'T16': None, 'T19': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T14': None, 'T15': None, 'T16': None, 'T17': None, 'T18': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | [] | [] | false |
Minimization of total system power in single-zone variable air volume unitary AC systems is beneficial for reduction in energy consumption. | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T2': None, 'T3': 'Minimization of total system power', 'T4': 'reduction in energy consumption', 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T15': None, 'T16': None, 'T19': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T14': None, 'T15': None, 'T16': None, 'T17': None, 'T18': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | [] | [] | true |
Green roof application on real residential buildings in Tamilnadu, India is very limited and mostly concentrated in major cities mainly for visual purposes. | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T15': None, 'T16': None, 'T19': None, 'T2': None, 'T3': 'Green roof', 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T14': None, 'T15': None, 'T16': None, 'T17': None, 'T18': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | [] | [] | true |
At the same time, due to the cost of environmental monitoring, it is often not feasible to directly measure BC inside multiple individual homes in large-scale population-based studies. | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T15': None, 'T16': None, 'T19': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T14': None, 'T15': None, 'T16': None, 'T17': None, 'T18': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | [] | [] | false |
The rapid increase in the population, which has been concentrated mainly in urban areas, has caused an environmental imbalance over the years since the built environment developed as a foreign element to the ecosystem, which prevents having resilient environments capable of adapting to the challenges posed by climate change. | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T15': None, 'T16': None, 'T19': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T14': None, 'T15': None, 'T16': None, 'T17': None, 'T18': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | [] | [] | false |
To facilitate the interchangeability and reuse of modules, the research focuses on window walls, defined as non-loadbearing facade claddings spanning from floor to floor. | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T15': None, 'T16': None, 'T19': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T14': None, 'T15': None, 'T16': None, 'T17': None, 'T18': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | [] | [] | false |
Integration of the human dimension in product and process modeling, as related to the integrated design process, requires the accounting of the impact of the factors that determine indoor environmental quality(IEQ). | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T2': 'indoor environmental quality(IEQ)', 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T15': None, 'T16': None, 'T19': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T14': None, 'T15': None, 'T16': None, 'T17': None, 'T18': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | [] | [] | true |
It consists in the analysis of practical construction experience using bionic principles and the generalization and systematization of domestic and foreign experience. | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T15': None, 'T16': None, 'T19': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T14': None, 'T15': None, 'T16': None, 'T17': None, 'T18': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | [] | [] | false |
The SET evaluated at the pedestrian level shows that urban density , wind patterns , and solar position concurrently influence thermal comfort . | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T15': None, 'T16': None, 'T19': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T14': None, 'T15': None, 'T16': None, 'T17': None, 'T18': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | [] | [] | false |
The main objective of this research was to improve the air quality by reducing the interior concentrations of emitting pollutants such as particulate matter ( PM ) and ammonia ( NH3 ) within forced - ventilated fattening pig barns in order to improve the working conditions for human and the living conditions for animals as well as to have less impact on the surrounding environment . | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T2': 'improve the air quality', 'T3': 'reducing the interior concentrations of emitting pollutants', 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T15': None, 'T16': None, 'T19': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T14': None, 'T15': None, 'T16': None, 'T17': None, 'T18': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | [] | [] | true |
At the same time, the development of technologies helps engineers, architects, and designers inspired by bio-mimetics to recreate complex structures that exist in nature, using innovative construction methods and materials, with the aim of energy saving. | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T15': None, 'T16': None, 'T19': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T14': None, 'T15': None, 'T16': None, 'T17': None, 'T18': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | [] | [] | false |
The growing adoption of microgrids necessitates efficient management of electrical energy storage units to ensure reliable and sustainable power supply.
| {'T1': 'efficient management of electrical energy storage units', 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T2': 'reliable and sustainable power supply', 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T15': None, 'T16': None, 'T19': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T14': None, 'T15': None, 'T16': None, 'T17': None, 'T18': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | [] | [] | true |
It can also ensure the terminal control precision. | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T15': None, 'T16': None, 'T19': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T14': None, 'T15': None, 'T16': None, 'T17': None, 'T18': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | [] | [] | false |
As people spend most of their time indoors, human exposure to BC can be associated to a large extent with indoor environments. | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T15': None, 'T16': None, 'T19': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T14': None, 'T15': None, 'T16': None, 'T17': None, 'T18': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | [] | [] | false |
During last years, air conditioning demand has spread, both in the commercial and the residential sector. | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T15': None, 'T16': None, 'T19': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T14': None, 'T15': None, 'T16': None, 'T17': None, 'T18': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | [] | [] | false |
Therefore, the user gets foreknowledge of their own energy consumption before getting the official electricity bill. | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T15': None, 'T16': None, 'T19': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T14': None, 'T15': None, 'T16': None, 'T17': None, 'T18': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | [] | [] | false |
Findings show that longer urban interfaces are associated with greater population growth and higher agricultural sales . | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T15': None, 'T16': None, 'T19': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T14': None, 'T15': None, 'T16': None, 'T17': None, 'T18': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | [] | [] | false |
One of the ways to prevent environmental degradation is the manufacturing of recyclable products which can be disassembled and their materials and components processed for reuse . | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T15': None, 'T16': None, 'T19': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T14': None, 'T15': None, 'T16': None, 'T17': None, 'T18': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | [] | [] | false |
Supply fan leaving-air temperature control is significantly impacted by the supply fan static pressure, where at low pressures, the optimal leaving-air temperature tends to increase, which may lead to humidity concerns. | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T15': None, 'T16': None, 'T19': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T14': None, 'T15': None, 'T16': None, 'T17': None, 'T18': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | [] | [] | false |
The simulation result shows that the matching relationship between heat sources and EIPs can be popularized. | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T15': None, 'T16': None, 'T19': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T14': None, 'T15': None, 'T16': None, 'T17': None, 'T18': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | [] | [] | false |
C in the uniform environment . | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T15': None, 'T16': None, 'T19': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T14': None, 'T15': None, 'T16': None, 'T17': None, 'T18': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | [] | [] | false |
Furthermore the influence of climatic conditions on the performance of the system is assessed, and also modifications to the air handling unit layout are considered. | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T15': None, 'T16': None, 'T19': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T14': None, 'T15': None, 'T16': None, 'T17': None, 'T18': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | [] | [] | false |
Firstly, relevant samples are selected using Euclidean distance weighted by Spearman coefficients. | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T15': None, 'T16': None, 'T19': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': 'Euclidean distance', 'T11': 'Spearman coefficients', 'T12': None, 'T14': None, 'T15': None, 'T16': None, 'T17': None, 'T18': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | [] | [] | true |
These various phases mainly focus on the tertiary relation between materials, as the main element in the realization of architectural design, the form that is compatible with the material capacities as well as its functional application and the technology that enables the physical transition of form to reality through materials. | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T15': None, 'T16': None, 'T19': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T14': None, 'T15': None, 'T16': None, 'T17': None, 'T18': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | [] | [] | false |
This paper proposes an optimal HVAC controller to assess the trade-off between energy consumption and indoor infection risk of COVID-19. | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': 'energy consumption', 'T7': 'indoor infection risk', 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T15': None, 'T16': None, 'T19': None, 'T2': None, 'T3': None, 'T4': None, 'T5': 'optimal HVAC controller', 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T14': None, 'T15': None, 'T16': None, 'T17': None, 'T18': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | [{'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T15': None, 'T2': None, 'T3': None, 'T4': None, 'T5': 'T6', 'T6': None, 'T7': None, 'T8': None, 'T9': None}, {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T15': None, 'T2': None, 'T3': None, 'T4': None, 'T5': 'T7', 'T6': None, 'T7': None, 'T8': None, 'T9': None}] | [] | true |
This particular sensor was preferred as a result of its simplicity in integration , cost - effectiveness , and reliability . | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T15': None, 'T16': None, 'T19': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T14': None, 'T15': None, 'T16': None, 'T17': None, 'T18': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | [] | [] | false |
Dynamic solutions are here examined with reference to dry ventilated systems, active and passive cooling, solar gain, greenhouse effect, and technologies able to react and self-regulate, according to the environmental inputs. | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T15': None, 'T16': None, 'T19': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T14': None, 'T15': None, 'T16': None, 'T17': None, 'T18': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | [] | [] | false |
The improvement of the thermal comfort calculation is twofold . | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T15': None, 'T16': None, 'T19': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T14': None, 'T15': None, 'T16': None, 'T17': None, 'T18': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | [] | [] | false |
The purpose of this article is to create a knowledge transfer between biology and technology and to integrate this knowledge into the development of bio-inspired structures. | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T15': None, 'T16': None, 'T19': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T14': None, 'T15': None, 'T16': None, 'T17': None, 'T18': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | [] | [] | false |
One of the ways to avoid environmental problems is the active application of bionic principles in architecture, planning, construction and design. | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T15': None, 'T16': None, 'T19': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T14': None, 'T15': None, 'T16': None, 'T17': None, 'T18': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | [] | [] | false |
Decision makers should pay enough attention to long term environmental backwash by having a real sight of created changes, since according to the law any kind of destruction is denied in national parks. | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T15': None, 'T16': None, 'T19': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T14': None, 'T15': None, 'T16': None, 'T17': None, 'T18': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | [] | [] | false |
Proposed Design of a Mechanical Ventilation System for an Electronics Company. | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': 'Mechanical Ventilation System', 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T15': None, 'T16': None, 'T19': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T14': None, 'T15': None, 'T16': None, 'T17': None, 'T18': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | [] | [] | true |
Thus, this article proposes a brief survey of this type of application, in order to guide the design of the artifact in the search for solutions that use Biomimicry as an efficient design strategy, in order to promote design strategies that can contribute to the creation of built space in an innovative and sustainable way | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T15': None, 'T16': None, 'T19': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': 'Biomimicry'} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T14': None, 'T15': None, 'T16': None, 'T17': None, 'T18': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | [] | [] | true |
This paper analyzes the role of the image identification technology in the security systems for intelligent buildings, and proposes that incorporating the image identification technology and technical support can enhance the intelligence and automation of security systems and thus provide users of intelligent buildings with more secure, convenient, and comfortable living and workplace environments | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T2': None, 'T3': None, 'T4': None, 'T5': 'security systems', 'T6': 'intelligent buildings', 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T15': None, 'T16': None, 'T19': None, 'T2': None, 'T3': None, 'T4': 'image identification', 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T14': None, 'T15': None, 'T16': None, 'T17': None, 'T18': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | [{'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T15': None, 'T2': None, 'T3': None, 'T4': 'T5', 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None}, {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T15': None, 'T2': None, 'T3': None, 'T4': 'T6', 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None}] | [] | true |
Step-1 identifies the critical issues of Ho Chi Minh City which are associated with high-rise apartment building projects. | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T15': None, 'T16': None, 'T19': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T14': None, 'T15': None, 'T16': None, 'T17': None, 'T18': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | [] | [] | false |
The plan allows raising from three and four floors the height of the existing buildings now separated by streets that are quite narrow, to get over up to eight floors, without modifying the width of street. | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T15': None, 'T16': None, 'T19': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T14': None, 'T15': None, 'T16': None, 'T17': None, 'T18': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | [] | [] | false |
More comprehensive tests on the system , however , still have to be carried out . | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T15': None, 'T16': None, 'T19': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T14': None, 'T15': None, 'T16': None, 'T17': None, 'T18': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | [] | [] | false |
Appropriate selection of materials , connections and disassembly methods can facilitate and simplify recycling . | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T15': None, 'T16': None, 'T19': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T14': None, 'T15': None, 'T16': None, 'T17': None, 'T18': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | [] | [] | false |
With examinations, it has been determined that different façade systems are innovative construction systems in creating energy efficiency. | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T15': None, 'T16': None, 'T19': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T14': None, 'T15': None, 'T16': None, 'T17': None, 'T18': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | [] | [] | false |
The existing Gondola Supporting means use heavy weights or anchors for the supporting points. | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T15': None, 'T16': None, 'T19': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T14': None, 'T15': None, 'T16': None, 'T17': None, 'T18': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | [] | [] | false |
To achieve this goal, a nonlinear model predictive controller(NMPC) is designed to control the HVAC systems of a university building to minimize the risk of COVID-19 transmission while reducing building energy consumption. | {'T1': None, 'T10': 'reducing building energy consumption', 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': 'minimize the risk of COVID-19 transmission'} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T15': None, 'T16': None, 'T19': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': 'nonlinear model predictive controller(NMPC)', 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T14': None, 'T15': None, 'T16': None, 'T17': None, 'T18': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | [{'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T15': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': 'T9', 'T9': None}, {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T15': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': 'T10', 'T9': None}] | [] | true |
This study seeks to measure changes in air quality across spatial and temporal domains, with a specific focus on emerging markets and the developing world. | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T13': None, 'T14': None, 'T15': None, 'T16': None, 'T19': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | {'T1': None, 'T10': None, 'T11': None, 'T12': None, 'T14': None, 'T15': None, 'T16': None, 'T17': None, 'T18': None, 'T2': None, 'T3': None, 'T4': None, 'T5': None, 'T6': None, 'T7': None, 'T8': None, 'T9': None} | [] | [] | false |
End of preview.
Dataset Card for SciERC AECO dataset
Dataset Summary
The SciERC AECO dataset is an English-language dataset containing 1016 sentences from research papers in the AECO domain, annotated for scientific entities and relations based on the SciERC annotation schema.
Supported Tasks and Leaderboards
- 'NER': the dataset can be used to train a model to detect scientific entities according to the SciERC annotation schema
- 'Relation extraction': the dataset can be used to train a model to detect binary relations between pairs of scientific entities according to the SciERC annotation schema.
Languages
English (EN)
Dataset Structure
Data Instances
Each row in the dataset contains:
- a "sentence_text" string valued attribute
- an (optionally empty) "Tasks" attribute containing annotated entities of type TASK, in the form of a string dictionary "Ti":"entity_string" where Ti is an index of the entity and "entity_string" the string match of the entity in the sentence_text
- an (optionally empty) "Methods" attribute containing annotated entities of type METHOD, in the form of a string dictionary "Ti":"entity_string" where Ti is an index of the entity and "entity_string" the string match of the entity in the sentence_text
- an (optionally empty) "Metrics" attribute containing annotated entities of type METRIC, in the form of a string dictionary "Ti":"entity_string" where Ti is an index of the entity and "entity_string" the string match of the entity in the sentence_text
- an (optionally empty) "USED-FOR" attribute containing annotated relations in the form of a list of dictionaries "Ti":"Tj" where Ti is the index of the subject entity and Tj is the index of the object entity
- an (optionally empty) "EVALUATE-FOR" attribute containing annotated relations in the form of a list of dictionaries "Ti":"Tj" where Ti is the index of the subject entity and Tj is the index of the object entity
- a boolean attribute "relevant" marking if any of the "Tasks","Methods" or "Metrics" attributes is non-emtpy ("relevant"=True), meaning that the sentence contains True positive examples of SciERC entity and/or relations
Data Fields
Each row in the dataset contains:
- a "sentence_text" string valued attribute
- an (optionally empty) "Tasks" attribute containing annotated entities of type TASK, in the form of a string dictionary "Ti":"entity_string" where Ti is an index of the entity and "entity_string" the string match of the entity in the sentence_text
- an (optionally empty) "Methods" attribute containing annotated entities of type METHOD, in the form of a string dictionary "Ti":"entity_string" where Ti is an index of the entity and "entity_string" the string match of the entity in the sentence_text
- an (optionally empty) "Metrics" attribute containing annotated entities of type METRIC, in the form of a string dictionary "Ti":"entity_string" where Ti is an index of the entity and "entity_string" the string match of the entity in the sentence_text
- an (optionally empty) "USED-FOR" attribute containing annotated relations in the form of a list of dictionaries "Ti":"Tj" where Ti is the index of the subject entity and Tj is the index of the object entity
- an (optionally empty) "EVALUATE-FOR" attribute containing annotated relations in the form of a list of dictionaries "Ti":"Tj" where Ti is the index of the subject entity and Tj is the index of the object entity
- a boolean attribute "relevant" marking if any of the "Tasks","Methods" or "Metrics" attributes is non-emtpy ("relevant"=True), meaning that the sentence contains True positive examples of SciERC entity and/or relations
Dataset Creation
Source Data
Initial Data Collection
The source data comprise titles and abstracts from a collection of research articles in the AECO area published in the time range 2010-2023, retrieved from the OpenAlex2 open scientific graph database (https://docs.openalex.org) using a set of platform-specific topic filtering tags.
Who are the annotators?
Vanni Zavarella Juan Carlos Gamero Salinas
Personal and Sensitive Information
No personal/sensitive information is included.
Considerations for Using the Data
Licensing Information
The SciERC AECO dataset is released under the [cc-by-nc-2.0].
Citation Information
@misc{zavarella2024fewshotapproachrelationextraction,
title={A Few-Shot Approach for Relation Extraction Domain Adaptation using Large Language Models},
author={Vanni Zavarella and Juan Carlos Gamero-Salinas and Sergio Consoli},
year={2024},
eprint={2408.02377},
archivePrefix={arXiv},
primaryClass={cs.CL},
url={https://arxiv.org/abs/2408.02377},
}
@InProceedings{luan2018multitask,
author = {Luan, Yi and He, Luheng and Ostendorf, Mari and Hajishirzi, Hannaneh},
title = {Multi-Task Identification of Entities, Relations, and Coreference for Scientific Knowledge Graph Construction},
booktitle = {Proc.\ Conf. Empirical Methods Natural Language Process. (EMNLP)},
year = {2018},
}
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