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- data/time_series/0_architectural design_time_series.csv +15 -0
- data/time_series/0_community planning_time_series.csv +15 -0
- data/time_series/0_cooling effect_time_series.csv +15 -0
- data/time_series/0_daylighting system design_time_series.csv +15 -0
- data/time_series/0_energy performance_time_series.csv +15 -0
- data/time_series/0_global warming_time_series.csv +15 -0
- data/time_series/0_green roof_time_series.csv +15 -0
- data/time_series/0_heat transmission_time_series.csv +15 -0
- data/time_series/0_indoor thermal comfort_time_series.csv +15 -0
- data/time_series/0_information technology_time_series.csv +15 -0
- data/time_series/0_lighting system_time_series.csv +15 -0
- data/time_series/0_outdoor thermal comfort_time_series.csv +15 -0
- data/time_series/0_phase change material_time_series.csv +15 -0
- data/time_series/0_residential building_time_series.csv +15 -0
- data/time_series/0_simulating model_time_series.csv +15 -0
- data/time_series/0_temperature range_time_series.csv +15 -0
- data/time_series/0_thermal comfort_time_series.csv +15 -0
- data/time_series/0_thermal performance evaluation_time_series.csv +15 -0
- data/time_series/0_urban environment_time_series.csv +15 -0
- data/time_series/0_urban heat island_time_series.csv +15 -0
- data/time_series/12_3d modelling_time_series.csv +15 -0
- data/time_series/12_architectural design education_time_series.csv +15 -0
- data/time_series/12_architectural design_time_series.csv +15 -0
- data/time_series/12_bim adoption_time_series.csv +15 -0
- data/time_series/12_bim software_time_series.csv +15 -0
- data/time_series/12_building information modeling_time_series.csv +15 -0
- data/time_series/12_construction management_time_series.csv +15 -0
- data/time_series/12_construction project_time_series.csv +15 -0
- data/time_series/12_design phase of a building_time_series.csv +15 -0
- data/time_series/12_facility management_time_series.csv +15 -0
- data/time_series/12_improve the aec industry_time_series.csv +15 -0
- data/time_series/12_improve the efficiency of building_time_series.csv +15 -0
- data/time_series/12_industrialization of construction_time_series.csv +15 -0
- data/time_series/12_information modelling_time_series.csv +15 -0
- data/time_series/12_information technology_time_series.csv +15 -0
- data/time_series/12_intelligent building_time_series.csv +15 -0
- data/time_series/12_intelligent construction of prefabricated building_time_series.csv +15 -0
- data/time_series/12_interior design_time_series.csv +15 -0
- data/time_series/12_prefabricated building construction_time_series.csv +15 -0
- data/time_series/12_safety system_time_series.csv +15 -0
- data/time_series/6_air conditioning system_time_series.csv +15 -0
- data/time_series/6_air controlling_time_series.csv +15 -0
- data/time_series/6_alternative energy_time_series.csv +15 -0
- data/time_series/6_building integrated photovoltaic_time_series.csv +15 -0
- data/time_series/6_electricity demand_time_series.csv +15 -0
- data/time_series/6_electricity generation_time_series.csv +15 -0
- data/time_series/6_energy performance_time_series.csv +15 -0
- data/time_series/6_heat transmission_time_series.csv +15 -0
- data/time_series/6_information technology_time_series.csv +15 -0
- data/time_series/6_photovoltaic system_time_series.csv +15 -0
data/time_series/0_architectural design_time_series.csv
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,artificial lighting system,daylight,health aspect,glare,database technology,commercial micro,bioclimatic design,computational fluid dynamic,en 17037,daylighting system design
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2010,0,0,0,0,0,0,0,0,0,0
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2011,0,0,0,0,0,0,0,0,0,0
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2012,0,0,0,0,0,0,0,0,0,1
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2013,0,0,0,1,0,0,0,1,0,0
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2014,0,0,0,0,1,0,0,0,0,0
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2015,0,0,0,1,0,0,0,0,0,0
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2016,0,0,0,0,0,0,0,0,0,0
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2017,0,0,0,0,0,0,0,0,0,0
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2018,0,1,1,0,0,0,0,0,0,0
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2019,0,0,0,0,1,0,1,0,0,0
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2020,0,0,0,0,0,0,0,0,0,0
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2021,1,2,0,0,0,0,0,0,0,0
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2022,1,0,1,0,0,0,0,0,0,0
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2023,0,0,0,0,0,1,1,0,0,0
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data/time_series/0_community planning_time_series.csv
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,site climatic factor,urban heat island,envi,urban green space,guideline,vertical greenery system,urban climatic map,green infrastructure,green and blue infrastructure,global warming
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2010,0,0,0,0,0,0,0,0,0,0
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2011,0,0,0,0,0,0,0,0,0,0
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2012,0,0,0,0,0,0,0,0,0,0
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2013,0,0,0,0,1,0,1,0,0,0
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2014,0,0,0,0,0,0,2,0,0,1
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2015,0,1,1,0,0,0,0,0,0,0
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2016,0,0,0,1,0,1,0,0,0,0
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2017,3,2,0,0,0,0,0,1,0,0
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2018,1,0,1,0,0,0,0,1,0,0
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2019,0,0,0,1,1,0,0,1,1,1
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2020,0,1,0,0,0,0,0,0,1,0
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2021,0,2,1,0,1,0,0,0,0,0
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2022,0,0,1,0,0,0,0,0,1,0
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2023,2,0,0,1,0,2,0,0,0,1
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data/time_series/0_cooling effect_time_series.csv
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,urban green space,tree,green roof,vegetation,water body,vertical greenery system,evapotranspiration,urban greenery,urban forest,surface roughness
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2010,0,0,0,0,0,0,0,0,0,0
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2011,0,0,0,0,0,0,0,0,0,0
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2012,0,0,1,3,0,0,3,1,0,3
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2013,1,0,0,0,1,0,0,0,0,0
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2014,2,1,0,0,0,0,0,0,0,0
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2015,0,3,0,1,0,0,0,1,0,0
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2016,2,1,1,0,0,2,0,0,1,0
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2017,1,0,1,1,0,0,0,0,0,0
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2018,1,0,1,3,2,1,0,0,1,0
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2019,3,0,2,0,0,0,0,0,0,0
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2020,0,0,0,0,0,0,1,0,0,0
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2021,6,1,1,2,0,0,0,0,0,0
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2022,1,3,2,0,3,0,0,1,0,0
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2023,0,2,2,0,0,1,0,0,1,0
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data/time_series/0_daylighting system design_time_series.csv
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,optical fiber,simulation software,information technology,diva,light shelf design,tubular daylighting device,the blind system,view window,simulating model,rule of thumb
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2010,0,0,0,0,0,0,0,0,0,0
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2011,0,0,0,0,0,0,0,0,0,0
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2012,1,1,1,0,1,0,0,0,0,0
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2013,4,3,0,0,0,1,3,0,2,0
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2014,2,0,0,1,0,0,0,0,0,0
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2015,1,0,0,1,0,0,0,1,0,0
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2016,3,0,0,1,1,0,0,0,0,0
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2017,1,0,2,2,0,1,0,0,0,0
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2018,1,0,0,0,1,1,0,0,0,0
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2019,0,1,1,0,1,1,1,2,1,1
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2020,1,0,1,0,0,0,0,0,0,2
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2021,0,0,1,0,1,0,0,1,1,0
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2022,2,0,0,0,0,0,0,0,1,1
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2023,1,0,0,0,0,1,0,0,0,0
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data/time_series/0_energy performance_time_series.csv
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,green roof,information technology,led lighting lamp,vertical greenery system,daylight,lighting control,thermal insulation,energy simulation study,lighting system,shading system operation
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2010,0,0,0,0,0,0,0,0,0,0
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2011,0,0,0,0,0,0,0,0,0,0
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2012,5,5,3,1,0,2,0,1,0,0
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2013,1,2,5,1,1,0,0,1,0,0
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2014,3,0,3,1,0,1,1,2,1,2
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2015,0,1,1,0,2,2,1,1,1,0
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2016,3,1,0,1,2,0,2,0,1,1
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2017,4,4,0,1,2,1,0,0,3,0
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2018,4,1,1,3,2,0,1,0,1,0
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2019,7,2,1,2,0,1,1,1,0,4
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2020,4,2,1,0,2,0,0,0,0,0
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2021,3,0,0,0,1,1,0,2,0,0
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2022,3,1,0,0,1,0,0,0,1,0
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2023,3,4,0,1,0,0,3,0,0,0
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data/time_series/0_global warming_time_series.csv
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,urban heat island,urbanization,green roof,adapted strategy,urban environment,mitigation and adaptation strategy,information technology,natural strategy,rapid development of urban area,consumption of fossil fuel based energy resource
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2010,0,0,0,0,0,0,0,0,0,0
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3 |
+
2011,0,0,0,0,0,0,0,0,0,0
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4 |
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2012,0,1,2,1,0,0,0,0,0,1
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5 |
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2013,0,0,0,0,0,0,1,0,0,0
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6 |
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2014,1,0,2,0,0,0,0,0,0,0
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7 |
+
2015,1,1,2,0,0,1,1,0,1,0
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+
2016,1,2,1,0,1,1,0,0,0,0
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+
2017,1,0,0,1,0,0,0,0,0,0
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2018,0,1,0,0,0,0,0,0,0,0
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11 |
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2019,2,2,1,0,1,0,1,0,0,0
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12 |
+
2020,3,1,0,4,1,1,0,0,0,0
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+
2021,1,1,0,1,1,0,1,1,0,1
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2022,1,2,1,1,1,0,1,1,0,0
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2023,1,1,3,1,0,2,0,1,2,0
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data/time_series/0_green roof_time_series.csv
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,substrate,vegetation,sedum,organic based growing medium,plant selection methodology,life cycle assessment methodology,biochar,urban environment,irrigation system,sedum specie
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2010,0,0,0,0,0,0,0,0,0,0
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3 |
+
2011,0,0,0,0,0,0,0,0,0,0
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4 |
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2012,0,0,1,0,2,1,0,0,0,0
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5 |
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2013,0,1,0,1,0,0,0,0,0,0
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6 |
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2014,1,2,0,1,0,1,1,1,0,0
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7 |
+
2015,1,0,0,0,0,0,0,1,1,0
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8 |
+
2016,0,0,0,0,1,0,0,0,1,0
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9 |
+
2017,0,0,0,1,0,0,0,0,1,2
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10 |
+
2018,3,0,2,2,0,2,2,0,0,1
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11 |
+
2019,0,1,1,0,0,0,0,0,0,1
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12 |
+
2020,1,0,1,0,0,0,0,0,0,0
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13 |
+
2021,1,2,0,1,1,0,0,1,0,0
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14 |
+
2022,1,0,0,0,1,1,1,0,0,0
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2023,0,0,0,0,0,0,1,1,0,0
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data/time_series/0_heat transmission_time_series.csv
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,mathematical model,green roof,radiation,aluminum foam,structural etfe membrane,dimensional mathematical model,building envelope,numerical method,thermal radiation,external wall area
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2010,0,0,0,0,0,0,0,0,0,0
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3 |
+
2011,0,0,0,0,0,0,0,0,0,0
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4 |
+
2012,0,0,0,0,1,1,0,1,0,0
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5 |
+
2013,2,0,1,0,0,0,0,1,0,0
|
6 |
+
2014,0,0,0,0,0,0,0,1,0,0
|
7 |
+
2015,1,1,0,0,2,0,0,0,0,0
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8 |
+
2016,2,1,0,1,0,1,0,0,1,0
|
9 |
+
2017,1,1,0,1,0,0,0,0,0,0
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10 |
+
2018,1,0,0,0,0,0,0,0,0,0
|
11 |
+
2019,0,0,0,0,0,1,0,0,0,0
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12 |
+
2020,1,1,0,0,0,0,0,0,0,1
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13 |
+
2021,1,4,1,0,0,0,1,0,1,2
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14 |
+
2022,1,1,0,0,0,0,2,0,1,0
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2023,0,0,2,0,0,0,0,0,0,0
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data/time_series/0_indoor thermal comfort_time_series.csv
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,information technology,green roof,predicted mean vote methodology,solar radiation,shading system operation,adaptive model,numerically investigated,passive and active technique,passive design concept,manually operated solar shade
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2 |
+
2010,0,0,0,0,0,0,0,0,0,0
|
3 |
+
2011,0,0,0,0,0,0,0,0,0,0
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4 |
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2012,0,0,0,0,1,0,0,0,0,0
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5 |
+
2013,0,0,0,0,0,0,0,0,0,0
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6 |
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2014,1,0,0,0,0,0,0,0,0,0
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7 |
+
2015,1,0,0,0,0,0,0,0,0,1
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8 |
+
2016,2,0,0,0,0,0,0,0,0,1
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9 |
+
2017,1,0,0,0,0,0,0,1,0,0
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10 |
+
2018,0,1,3,0,0,3,0,0,0,0
|
11 |
+
2019,2,1,0,0,0,0,0,0,0,0
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12 |
+
2020,0,2,0,1,0,0,0,0,1,0
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13 |
+
2021,0,1,0,0,0,0,1,1,0,0
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14 |
+
2022,1,0,1,1,1,0,1,0,0,0
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2023,0,0,0,2,1,0,0,0,1,0
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data/time_series/0_information technology_time_series.csv
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,solar energy,questionnaires survey,met software package,alternative energy,led lighting lamp,python,lighting control,natural ventilation,latent heat,light emitting diode light source
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2 |
+
2010,0,0,0,0,0,0,0,0,0,0
|
3 |
+
2011,0,0,0,0,0,0,0,0,0,0
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4 |
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2012,0,1,0,0,0,0,0,0,0,0
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5 |
+
2013,0,0,0,0,0,0,1,0,0,0
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6 |
+
2014,1,1,0,1,0,0,1,1,2,0
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7 |
+
2015,1,1,0,1,0,0,0,0,0,1
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8 |
+
2016,0,0,0,0,1,0,0,0,0,1
|
9 |
+
2017,0,0,0,0,0,0,0,0,0,0
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10 |
+
2018,1,0,1,1,0,0,0,0,0,0
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11 |
+
2019,0,0,1,0,2,0,0,0,0,0
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12 |
+
2020,1,0,0,0,0,0,0,0,0,0
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13 |
+
2021,1,0,1,0,0,1,0,1,0,0
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14 |
+
2022,0,0,0,0,0,1,1,0,1,0
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2023,0,1,1,1,1,1,0,1,0,0
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data/time_series/0_lighting system_time_series.csv
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,information technology,led technology,led lighting lamp,control system,fuzzy logic controller,light emitting diode light source,alternative building types,fluorescent lighting,photovoltaic system,internet of things technology
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2 |
+
2010,0,0,0,0,0,0,0,0,0,0
|
3 |
+
2011,0,0,0,0,0,0,0,0,0,0
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4 |
+
2012,0,1,1,0,0,1,0,0,0,0
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5 |
+
2013,1,1,0,1,0,1,0,1,1,0
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6 |
+
2014,0,2,1,1,0,1,1,2,0,1
|
7 |
+
2015,0,0,0,0,0,1,0,0,0,0
|
8 |
+
2016,0,0,1,0,0,0,0,0,1,0
|
9 |
+
2017,2,0,0,1,0,0,0,0,1,0
|
10 |
+
2018,1,1,0,0,1,0,0,0,0,2
|
11 |
+
2019,0,0,0,1,0,0,0,0,0,0
|
12 |
+
2020,1,1,1,0,0,0,1,0,0,0
|
13 |
+
2021,1,0,0,0,0,0,0,0,0,0
|
14 |
+
2022,0,0,0,0,0,0,0,1,0,0
|
15 |
+
2023,1,0,1,0,1,0,0,0,0,0
|
data/time_series/0_outdoor thermal comfort_time_series.csv
ADDED
@@ -0,0 +1,15 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
,information technology,envi,vegetation,urban morphology,questionnaires survey,universal thermal climate index,urban design approach,urban heat island,urban green space,urban geometry and form
|
2 |
+
2010,0,0,0,0,0,0,0,0,0,0
|
3 |
+
2011,0,0,0,0,0,0,0,0,0,0
|
4 |
+
2012,0,0,0,0,0,0,0,0,0,0
|
5 |
+
2013,0,0,0,0,0,0,0,0,0,1
|
6 |
+
2014,0,0,1,0,0,0,1,0,0,0
|
7 |
+
2015,0,0,0,0,0,0,0,0,1,0
|
8 |
+
2016,0,3,0,1,0,1,2,0,0,2
|
9 |
+
2017,0,0,0,0,1,0,1,0,0,0
|
10 |
+
2018,1,1,1,1,1,0,0,0,2,0
|
11 |
+
2019,0,0,1,2,0,0,0,0,0,0
|
12 |
+
2020,2,0,0,1,1,0,0,1,0,0
|
13 |
+
2021,1,0,1,1,1,1,0,0,1,0
|
14 |
+
2022,2,2,0,0,2,2,1,2,0,1
|
15 |
+
2023,2,0,2,1,0,1,0,1,0,0
|
data/time_series/0_phase change material_time_series.csv
ADDED
@@ -0,0 +1,15 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
,melting point,life cycle assessment methodology,information technology,artificial neural network method,modeling technique,energyplus software,energy simulation program,macro and microencapsulation technique,paraffin rt20,parametric analysis process
|
2 |
+
2010,0,0,0,0,0,0,0,0,0,0
|
3 |
+
2011,0,0,0,0,0,0,0,0,0,0
|
4 |
+
2012,0,0,0,0,0,0,3,0,0,0
|
5 |
+
2013,0,0,0,0,0,0,0,0,1,0
|
6 |
+
2014,0,0,0,0,0,0,0,0,1,0
|
7 |
+
2015,0,0,1,0,0,1,0,0,0,0
|
8 |
+
2016,0,0,0,0,0,0,0,0,0,1
|
9 |
+
2017,0,1,2,0,0,0,0,0,0,0
|
10 |
+
2018,1,1,0,0,0,0,0,0,0,0
|
11 |
+
2019,1,1,0,1,0,0,0,0,0,0
|
12 |
+
2020,0,0,0,0,1,1,0,1,0,1
|
13 |
+
2021,3,0,0,0,1,0,0,0,0,0
|
14 |
+
2022,0,1,1,0,0,0,0,2,0,0
|
15 |
+
2023,1,0,0,1,1,1,0,0,0,0
|
data/time_series/0_residential building_time_series.csv
ADDED
@@ -0,0 +1,15 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
,energy efficiency assessment method,range of cost,alternative energy,information technology,switchable insulation system,insulation material,energy system,energy simulation study,building information modeling,thermal design idea
|
2 |
+
2010,0,0,0,0,0,0,0,0,0,0
|
3 |
+
2011,0,0,0,0,0,0,0,0,0,0
|
4 |
+
2012,0,0,1,0,0,0,0,0,0,1
|
5 |
+
2013,0,0,0,0,0,0,0,0,0,1
|
6 |
+
2014,1,0,0,0,0,1,0,0,0,0
|
7 |
+
2015,0,1,0,0,0,1,0,0,0,0
|
8 |
+
2016,0,0,0,2,0,0,1,0,0,0
|
9 |
+
2017,1,0,0,0,0,0,0,0,0,0
|
10 |
+
2018,1,0,1,0,0,0,0,0,1,0
|
11 |
+
2019,0,1,0,0,0,1,0,1,0,0
|
12 |
+
2020,0,1,1,1,0,0,0,0,0,0
|
13 |
+
2021,1,0,0,0,0,0,1,2,0,0
|
14 |
+
2022,1,2,0,0,2,0,1,0,1,0
|
15 |
+
2023,0,0,1,0,0,0,0,0,0,0
|
data/time_series/0_simulating model_time_series.csv
ADDED
@@ -0,0 +1,15 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
,envi,energyplus,design builder program,ecotect,therm software,radiance,control system,pvsyst program,equest software tool,phoenics
|
2 |
+
2010,0,0,0,0,0,0,0,0,0,0
|
3 |
+
2011,0,0,0,0,0,0,0,0,0,0
|
4 |
+
2012,0,0,2,0,0,1,0,0,1,0
|
5 |
+
2013,0,0,0,0,0,0,0,0,0,0
|
6 |
+
2014,0,0,0,0,0,1,0,0,0,0
|
7 |
+
2015,1,0,0,0,0,0,1,0,0,0
|
8 |
+
2016,1,2,0,0,0,0,1,0,0,1
|
9 |
+
2017,1,2,1,0,0,0,0,0,0,0
|
10 |
+
2018,1,1,1,0,0,0,0,0,0,0
|
11 |
+
2019,4,2,1,1,1,1,0,1,0,0
|
12 |
+
2020,2,0,1,0,0,0,0,0,0,0
|
13 |
+
2021,1,1,1,2,2,0,0,0,1,0
|
14 |
+
2022,0,2,1,0,0,0,0,0,0,1
|
15 |
+
2023,3,4,2,0,0,0,0,1,0,0
|
data/time_series/0_temperature range_time_series.csv
ADDED
@@ -0,0 +1,15 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
,urban green space,green roof,urban environment,urban heat island,vertical greenery system,discrete ordinates do radiation method,evapotranspiration,experimental research,summer and winter condition,shading system operation
|
2 |
+
2010,0,0,0,0,0,0,0,0,0,0
|
3 |
+
2011,0,0,0,0,0,0,0,0,0,0
|
4 |
+
2012,0,0,1,0,0,0,0,0,1,0
|
5 |
+
2013,0,0,0,1,1,2,2,0,0,0
|
6 |
+
2014,0,0,0,0,0,0,0,0,0,2
|
7 |
+
2015,0,0,0,0,0,0,0,1,1,0
|
8 |
+
2016,0,0,0,0,0,0,0,0,0,0
|
9 |
+
2017,1,0,0,1,0,0,0,0,0,0
|
10 |
+
2018,1,0,0,0,2,0,0,0,0,0
|
11 |
+
2019,0,2,0,0,0,0,0,0,0,0
|
12 |
+
2020,0,0,0,0,0,0,0,0,0,0
|
13 |
+
2021,0,1,0,1,0,0,0,0,0,0
|
14 |
+
2022,0,0,2,0,0,0,0,1,0,0
|
15 |
+
2023,2,0,0,0,0,0,0,0,0,0
|
data/time_series/0_thermal comfort_time_series.csv
ADDED
@@ -0,0 +1,15 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
,predicted mean vote methodology,information technology,questionnaire,natural ventilation,skin temperature,field research,adaptive model,power conditioning system,adaptive solution,envi
|
2 |
+
2010,0,0,0,0,0,0,0,0,0,0
|
3 |
+
2011,0,0,0,0,0,0,0,0,0,0
|
4 |
+
2012,1,2,0,2,1,1,0,0,2,0
|
5 |
+
2013,1,4,5,1,2,1,1,0,1,0
|
6 |
+
2014,1,0,5,3,3,2,1,0,1,1
|
7 |
+
2015,2,3,3,3,0,4,1,0,1,1
|
8 |
+
2016,3,0,2,1,1,2,1,0,1,0
|
9 |
+
2017,3,1,3,2,1,0,2,0,0,0
|
10 |
+
2018,2,0,2,1,0,3,3,0,0,2
|
11 |
+
2019,5,3,3,4,1,2,2,0,1,1
|
12 |
+
2020,7,5,1,1,1,0,2,0,4,1
|
13 |
+
2021,4,9,4,2,1,1,0,6,1,3
|
14 |
+
2022,5,3,2,1,2,2,4,0,0,3
|
15 |
+
2023,1,5,2,2,4,1,3,0,2,1
|
data/time_series/0_thermal performance evaluation_time_series.csv
ADDED
@@ -0,0 +1,15 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
,green roof,numerical simulation method,vertical greenery system,experimental research,computational simulation,wood curtain wall,phase change material roof,pcm radiant floor heating system,a single,green planting roof
|
2 |
+
2010,0,0,0,0,0,0,0,0,0,0
|
3 |
+
2011,0,0,0,0,0,0,0,0,0,0
|
4 |
+
2012,3,0,0,0,0,0,0,0,0,0
|
5 |
+
2013,1,0,0,1,0,0,0,0,0,0
|
6 |
+
2014,0,1,1,0,0,0,0,0,0,0
|
7 |
+
2015,4,1,1,0,0,0,0,0,0,1
|
8 |
+
2016,6,0,1,0,1,0,1,0,1,0
|
9 |
+
2017,1,1,0,2,0,0,0,0,0,0
|
10 |
+
2018,3,2,0,0,0,0,0,0,0,0
|
11 |
+
2019,3,1,0,0,0,0,0,1,1,0
|
12 |
+
2020,1,0,0,0,0,0,0,0,1,0
|
13 |
+
2021,2,0,2,1,1,0,1,1,0,0
|
14 |
+
2022,1,0,0,1,0,0,0,0,0,0
|
15 |
+
2023,1,1,1,0,0,2,0,0,0,0
|
data/time_series/0_urban environment_time_series.csv
ADDED
@@ -0,0 +1,15 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
,green roof,information technology,vertical greenery system,urban green space,urban heat island,energy balance model,green infrastructure,adapted strategy,bio,remote sensing
|
2 |
+
2010,0,0,0,0,0,0,0,0,0,0
|
3 |
+
2011,0,0,0,0,0,0,0,0,0,0
|
4 |
+
2012,0,0,0,0,0,0,0,0,0,0
|
5 |
+
2013,0,0,0,0,0,0,0,0,0,0
|
6 |
+
2014,2,0,0,0,0,0,0,1,1,0
|
7 |
+
2015,1,2,2,0,0,0,1,0,0,0
|
8 |
+
2016,0,0,1,1,0,0,0,1,0,0
|
9 |
+
2017,1,0,0,0,1,0,0,0,0,0
|
10 |
+
2018,1,0,1,0,0,0,0,0,0,0
|
11 |
+
2019,3,1,0,1,0,0,0,0,1,0
|
12 |
+
2020,1,1,0,0,0,0,2,0,0,0
|
13 |
+
2021,2,2,0,2,2,0,0,0,0,2
|
14 |
+
2022,1,2,0,1,0,2,0,0,0,0
|
15 |
+
2023,4,1,1,0,1,0,0,0,0,0
|
data/time_series/0_urban heat island_time_series.csv
ADDED
@@ -0,0 +1,15 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
,green roof,urban green space,mitigation and adaptation strategy,urbanization,remote sensing,natural strategy,global warming,urban development type,vegetation,extreme heat
|
2 |
+
2010,0,0,0,0,0,0,0,0,0,0
|
3 |
+
2011,0,0,0,0,0,0,0,0,0,0
|
4 |
+
2012,0,0,0,1,0,0,0,0,0,0
|
5 |
+
2013,0,0,1,0,0,0,0,0,0,0
|
6 |
+
2014,0,2,0,0,0,0,1,0,0,0
|
7 |
+
2015,1,1,0,0,0,0,0,0,0,0
|
8 |
+
2016,1,1,1,2,0,0,0,0,0,1
|
9 |
+
2017,1,0,0,0,0,0,0,1,0,0
|
10 |
+
2018,5,3,1,0,0,0,0,0,0,0
|
11 |
+
2019,2,0,2,2,1,1,1,0,1,0
|
12 |
+
2020,1,1,1,0,0,0,0,1,1,1
|
13 |
+
2021,0,1,0,0,2,1,2,1,1,0
|
14 |
+
2022,1,2,3,1,1,0,0,1,1,0
|
15 |
+
2023,0,0,0,1,1,3,0,1,0,1
|
data/time_series/12_3d modelling_time_series.csv
ADDED
@@ -0,0 +1,15 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
,building information modeling,revit 2018 software,autocad software,bim software,clash deduction,bim program,autodesk ® revit
|
2 |
+
2010,0,0,0,0,0,0,0
|
3 |
+
2011,0,0,0,0,0,0,0
|
4 |
+
2012,0,0,0,0,0,0,0
|
5 |
+
2013,1,1,0,0,0,0,0
|
6 |
+
2014,0,0,0,0,0,0,0
|
7 |
+
2015,1,0,0,0,0,0,0
|
8 |
+
2016,0,0,0,0,0,0,0
|
9 |
+
2017,0,0,0,0,1,1,0
|
10 |
+
2018,0,0,0,0,0,0,0
|
11 |
+
2019,1,0,0,0,0,0,0
|
12 |
+
2020,0,0,1,1,0,0,0
|
13 |
+
2021,1,0,0,0,0,0,0
|
14 |
+
2022,0,0,0,0,0,0,1
|
15 |
+
2023,0,1,0,0,0,0,0
|
data/time_series/12_architectural design education_time_series.csv
ADDED
@@ -0,0 +1,15 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
,building information modeling,visualization tool,information technology,information modelling,bim software,sketchup,revit 2018 software,reform of teaching method,autocad software
|
2 |
+
2010,0,0,0,0,0,0,0,0,0
|
3 |
+
2011,0,0,0,0,0,0,0,0,0
|
4 |
+
2012,1,0,0,0,0,0,0,0,0
|
5 |
+
2013,1,0,1,1,0,0,0,0,0
|
6 |
+
2014,0,0,0,0,2,0,0,0,0
|
7 |
+
2015,0,0,1,1,0,0,0,0,0
|
8 |
+
2016,1,0,0,0,0,0,0,0,1
|
9 |
+
2017,0,0,0,0,0,0,0,0,0
|
10 |
+
2018,0,0,0,0,0,0,0,0,0
|
11 |
+
2019,0,0,0,0,0,0,0,1,0
|
12 |
+
2020,0,0,0,0,0,0,0,0,0
|
13 |
+
2021,1,0,0,0,0,0,0,0,0
|
14 |
+
2022,1,1,0,0,0,1,1,0,0
|
15 |
+
2023,1,0,0,0,0,0,0,0,0
|
data/time_series/12_architectural design_time_series.csv
ADDED
@@ -0,0 +1,15 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
,building information modeling,bim tool,bim software,digital hand book,computer technology,module,information technology,information system,information and communication technology,bim model data
|
2 |
+
2010,0,0,0,0,0,0,0,0,0,0
|
3 |
+
2011,0,0,0,0,0,0,0,0,0,0
|
4 |
+
2012,3,0,0,0,0,0,0,0,0,0
|
5 |
+
2013,1,0,1,0,0,0,0,1,0,0
|
6 |
+
2014,6,3,0,0,0,0,0,0,0,0
|
7 |
+
2015,1,0,0,0,0,2,0,0,0,0
|
8 |
+
2016,4,0,0,0,2,0,0,0,0,0
|
9 |
+
2017,1,0,0,0,0,0,0,0,2,0
|
10 |
+
2018,6,0,1,1,0,0,0,0,0,0
|
11 |
+
2019,2,0,0,0,0,0,0,0,0,0
|
12 |
+
2020,3,0,0,0,0,0,0,0,0,0
|
13 |
+
2021,0,0,0,0,0,0,0,0,0,0
|
14 |
+
2022,2,1,0,0,0,0,2,0,0,1
|
15 |
+
2023,3,1,1,0,0,0,0,0,0,1
|
data/time_series/12_bim adoption_time_series.csv
ADDED
@@ -0,0 +1,15 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
,national plan,survey,5d bim,unified digital information system,simultaneous equation modeling approach,architectural design company,interior design firm,inherent resistance to change,incentive,government building policy
|
2 |
+
2010,0,0,0,0,0,0,0,0,0,0
|
3 |
+
2011,0,0,0,0,0,0,0,0,0,0
|
4 |
+
2012,0,0,0,0,0,0,0,0,0,0
|
5 |
+
2013,0,0,0,1,0,0,0,0,0,0
|
6 |
+
2014,0,0,0,0,0,0,0,0,0,0
|
7 |
+
2015,0,0,0,0,0,0,0,0,0,0
|
8 |
+
2016,0,0,0,0,0,0,0,0,0,0
|
9 |
+
2017,0,0,0,0,0,0,0,0,0,0
|
10 |
+
2018,0,0,0,0,0,0,1,0,0,1
|
11 |
+
2019,0,0,0,0,1,1,0,1,0,0
|
12 |
+
2020,0,0,0,0,0,0,0,0,0,0
|
13 |
+
2021,1,1,1,0,0,0,0,0,1,0
|
14 |
+
2022,1,1,0,0,0,0,0,0,0,0
|
15 |
+
2023,0,0,0,0,0,0,0,0,0,0
|
data/time_series/12_bim software_time_series.csv
ADDED
@@ -0,0 +1,15 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
,design development stage,primary tasks utilizing bim,bim modelling,autodesk ® revit,architectural design company,information technology,sketchup,revit architecture,parametric design method,integration degree of construction environment
|
2 |
+
2010,0,0,0,0,0,0,0,0,0,0
|
3 |
+
2011,0,0,0,0,0,0,0,0,0,0
|
4 |
+
2012,0,0,0,0,0,0,0,0,0,0
|
5 |
+
2013,2,0,0,0,0,0,0,0,1,1
|
6 |
+
2014,0,2,0,0,0,0,0,0,0,0
|
7 |
+
2015,0,0,0,0,0,0,0,0,0,0
|
8 |
+
2016,0,0,0,0,0,1,0,0,0,0
|
9 |
+
2017,0,0,1,0,0,0,0,0,0,0
|
10 |
+
2018,0,0,0,0,0,0,0,0,0,0
|
11 |
+
2019,0,0,0,0,0,0,0,0,0,0
|
12 |
+
2020,0,0,0,0,0,0,1,1,0,0
|
13 |
+
2021,0,0,0,1,0,0,0,0,0,0
|
14 |
+
2022,0,0,0,0,0,0,0,0,0,0
|
15 |
+
2023,0,0,0,0,0,0,0,0,0,0
|
data/time_series/12_building information modeling_time_series.csv
ADDED
@@ -0,0 +1,15 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
,curriculum,information technology,digital technology,visualization tool,questionnaires survey,interior design firm,particle swarm optimization pso,autodesk revit software,landscape architecture,road map
|
2 |
+
2010,0,0,0,0,0,0,0,0,0,0
|
3 |
+
2011,0,0,0,0,0,0,0,0,0,0
|
4 |
+
2012,1,0,0,0,0,0,0,0,0,0
|
5 |
+
2013,0,2,0,0,0,0,0,0,0,0
|
6 |
+
2014,0,0,0,0,0,0,0,0,1,1
|
7 |
+
2015,0,0,0,0,1,0,0,0,0,2
|
8 |
+
2016,3,0,0,0,1,0,0,0,0,0
|
9 |
+
2017,0,2,0,0,0,1,0,0,0,0
|
10 |
+
2018,0,0,0,0,1,0,0,0,0,0
|
11 |
+
2019,0,0,1,0,0,0,0,0,1,0
|
12 |
+
2020,0,1,2,0,0,2,0,1,0,0
|
13 |
+
2021,0,0,1,0,0,0,0,0,0,0
|
14 |
+
2022,0,1,1,1,0,0,0,0,0,0
|
15 |
+
2023,0,3,0,1,0,0,1,2,1,0
|
data/time_series/12_construction management_time_series.csv
ADDED
@@ -0,0 +1,15 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
,building information modeling,information technology,smart technology,digital technology,construction 40,integrating bim technology,tools and methodology,internet of things technology,prefabricated building construction,naviswork manage
|
2 |
+
2010,0,0,0,0,0,0,0,0,0,0
|
3 |
+
2011,0,0,0,0,0,0,0,0,0,0
|
4 |
+
2012,1,0,0,0,0,0,0,0,0,0
|
5 |
+
2013,2,0,0,0,0,0,0,0,0,0
|
6 |
+
2014,0,1,0,0,0,0,0,0,0,0
|
7 |
+
2015,1,1,0,0,0,0,0,0,0,0
|
8 |
+
2016,1,0,0,0,0,0,0,0,0,0
|
9 |
+
2017,1,0,0,0,0,0,0,1,0,0
|
10 |
+
2018,2,0,0,0,0,0,0,0,0,1
|
11 |
+
2019,2,0,0,0,1,0,0,0,0,0
|
12 |
+
2020,1,0,0,0,0,1,0,0,0,0
|
13 |
+
2021,2,0,1,0,1,0,0,0,1,0
|
14 |
+
2022,2,0,0,0,0,0,0,0,0,0
|
15 |
+
2023,3,0,1,2,0,1,1,0,0,0
|
data/time_series/12_construction project_time_series.csv
ADDED
@@ -0,0 +1,15 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
,building information modeling,lean construction,government mandate,cost overrun,abstract aluminum formwork,4d and 5d planning,information and communication technology,very strict requirement,traditional building system,rfid
|
2 |
+
2010,0,0,0,0,0,0,0,0,0,0
|
3 |
+
2011,0,0,0,0,0,0,0,0,0,0
|
4 |
+
2012,0,0,0,0,0,0,0,0,0,0
|
5 |
+
2013,1,0,0,0,0,0,0,0,0,0
|
6 |
+
2014,0,1,0,0,0,0,0,0,0,0
|
7 |
+
2015,0,0,0,0,0,0,1,0,0,0
|
8 |
+
2016,0,0,0,0,0,0,0,0,0,0
|
9 |
+
2017,0,0,0,1,0,0,0,0,0,0
|
10 |
+
2018,3,0,0,0,0,0,0,0,0,0
|
11 |
+
2019,0,0,0,0,0,1,0,0,0,0
|
12 |
+
2020,0,0,1,0,1,0,0,1,0,0
|
13 |
+
2021,1,0,0,0,0,0,0,0,1,1
|
14 |
+
2022,2,0,0,0,0,0,0,0,0,0
|
15 |
+
2023,0,0,0,0,0,0,0,0,0,0
|
data/time_series/12_design phase of a building_time_series.csv
ADDED
@@ -0,0 +1,15 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
,building information modeling,structuralcomponents,software design,design model,amodified model
|
2 |
+
2010,0,0,0,0,0
|
3 |
+
2011,0,0,0,0,0
|
4 |
+
2012,0,0,0,0,0
|
5 |
+
2013,0,0,0,0,0
|
6 |
+
2014,1,0,0,1,0
|
7 |
+
2015,1,1,0,0,0
|
8 |
+
2016,1,0,0,0,0
|
9 |
+
2017,0,0,0,0,0
|
10 |
+
2018,0,0,0,0,0
|
11 |
+
2019,1,0,0,0,0
|
12 |
+
2020,0,0,0,0,0
|
13 |
+
2021,0,0,1,0,0
|
14 |
+
2022,0,0,0,0,1
|
15 |
+
2023,0,0,0,0,0
|
data/time_series/12_facility management_time_series.csv
ADDED
@@ -0,0 +1,15 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
,building information modeling,maintenance system,information technology,digital technology,bottom-up engineering method,tnpm management
|
2 |
+
2010,0,0,0,0,0,0
|
3 |
+
2011,0,0,0,0,0,0
|
4 |
+
2012,0,0,0,0,0,0
|
5 |
+
2013,2,0,0,0,0,0
|
6 |
+
2014,1,0,0,0,0,0
|
7 |
+
2015,1,0,0,0,0,0
|
8 |
+
2016,0,0,0,0,0,1
|
9 |
+
2017,0,0,0,0,0,0
|
10 |
+
2018,3,0,0,0,0,0
|
11 |
+
2019,0,1,1,0,0,0
|
12 |
+
2020,1,0,0,0,0,0
|
13 |
+
2021,0,0,0,0,0,0
|
14 |
+
2022,1,0,0,0,1,0
|
15 |
+
2023,0,0,0,1,0,0
|
data/time_series/12_improve the aec industry_time_series.csv
ADDED
@@ -0,0 +1,15 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
,building information modeling,using different approach,information technology,bim tool,bim software
|
2 |
+
2010,0,0,0,0,0
|
3 |
+
2011,0,0,0,0,0
|
4 |
+
2012,0,0,0,0,0
|
5 |
+
2013,0,0,0,0,0
|
6 |
+
2014,0,0,0,0,1
|
7 |
+
2015,0,0,0,0,0
|
8 |
+
2016,2,0,0,0,0
|
9 |
+
2017,0,0,1,0,0
|
10 |
+
2018,1,0,0,0,0
|
11 |
+
2019,0,0,0,0,0
|
12 |
+
2020,0,0,0,0,0
|
13 |
+
2021,0,1,0,1,0
|
14 |
+
2022,2,0,0,0,0
|
15 |
+
2023,0,0,0,0,0
|
data/time_series/12_improve the efficiency of building_time_series.csv
ADDED
@@ -0,0 +1,15 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
,building information modeling,developing technology,bim software,abstract aluminum formwork,internet of things technology,intelligent sensor,information modelling,prefabricated building construction
|
2 |
+
2010,0,0,0,0,0,0,0,0
|
3 |
+
2011,0,0,0,0,0,0,0,0
|
4 |
+
2012,0,0,0,0,0,0,0,0
|
5 |
+
2013,0,0,1,0,0,0,0,0
|
6 |
+
2014,2,0,0,0,0,0,0,0
|
7 |
+
2015,0,0,0,0,0,0,0,0
|
8 |
+
2016,0,0,0,0,0,0,0,0
|
9 |
+
2017,1,0,0,0,0,0,0,0
|
10 |
+
2018,0,0,0,0,0,0,0,0
|
11 |
+
2019,1,0,0,0,0,0,0,0
|
12 |
+
2020,1,0,0,1,1,1,0,0
|
13 |
+
2021,0,0,0,0,0,0,0,0
|
14 |
+
2022,0,0,0,0,0,0,0,1
|
15 |
+
2023,0,1,0,0,0,0,1,0
|
data/time_series/12_industrialization of construction_time_series.csv
ADDED
@@ -0,0 +1,15 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
,building information modeling,digital technology,information technology,information modelling,intelligent design,large energy consumption,theoretical approach,information and communication technology,fourth industrial technology,greater saving
|
2 |
+
2010,0,0,0,0,0,0,0,0,0,0
|
3 |
+
2011,0,0,0,0,0,0,0,0,0,0
|
4 |
+
2012,0,0,0,0,0,0,0,0,0,0
|
5 |
+
2013,3,0,0,0,0,0,0,0,0,0
|
6 |
+
2014,0,0,0,0,0,0,0,0,0,0
|
7 |
+
2015,0,0,0,0,0,0,0,0,0,0
|
8 |
+
2016,2,0,0,0,0,0,0,0,0,0
|
9 |
+
2017,0,0,0,0,0,0,0,1,0,0
|
10 |
+
2018,1,0,0,1,0,0,0,0,0,0
|
11 |
+
2019,1,0,0,0,0,0,0,0,0,0
|
12 |
+
2020,4,0,1,0,0,0,1,0,0,0
|
13 |
+
2021,4,1,1,0,1,1,0,0,0,1
|
14 |
+
2022,0,0,0,0,0,0,0,0,0,0
|
15 |
+
2023,2,1,0,0,0,0,0,0,1,0
|
data/time_series/12_information modelling_time_series.csv
ADDED
@@ -0,0 +1,15 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
,spatial model,visual programming,software revit architecture,questionnaires survey,phase change,evolutionary computation,digital model,curricular framework,construction specification,case study approach
|
2 |
+
2010,0,0,0,0,0,0,0,0,0,0
|
3 |
+
2011,0,0,0,0,0,0,0,0,0,0
|
4 |
+
2012,0,0,0,0,0,0,1,0,0,0
|
5 |
+
2013,0,0,0,0,0,0,0,0,0,0
|
6 |
+
2014,0,0,0,0,0,1,0,0,0,0
|
7 |
+
2015,0,0,0,0,0,0,0,0,0,0
|
8 |
+
2016,1,0,0,0,0,0,0,1,0,0
|
9 |
+
2017,0,0,1,0,0,0,0,0,0,0
|
10 |
+
2018,0,0,0,0,0,0,0,0,0,0
|
11 |
+
2019,0,0,0,1,0,0,0,0,1,0
|
12 |
+
2020,0,1,0,0,0,0,0,0,0,1
|
13 |
+
2021,0,0,0,0,0,0,0,0,0,0
|
14 |
+
2022,0,0,0,0,0,0,0,0,0,0
|
15 |
+
2023,0,0,0,0,1,0,0,0,0,0
|
data/time_series/12_information technology_time_series.csv
ADDED
@@ -0,0 +1,15 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
,building information modeling,design code,bim environment,control system,computer integration and analysis,cloud computing,cad technology,building software,building information system,adaptive solution
|
2 |
+
2010,0,0,0,0,0,0,0,0,0,0
|
3 |
+
2011,0,0,0,0,0,0,0,0,0,0
|
4 |
+
2012,0,0,0,0,0,0,0,0,0,0
|
5 |
+
2013,0,0,0,0,0,0,0,0,0,0
|
6 |
+
2014,1,0,0,0,0,0,0,1,0,0
|
7 |
+
2015,2,0,0,0,0,0,0,0,0,0
|
8 |
+
2016,0,0,0,1,0,0,0,0,0,0
|
9 |
+
2017,1,0,0,0,0,0,0,0,1,0
|
10 |
+
2018,0,2,0,0,0,0,0,0,0,0
|
11 |
+
2019,0,0,0,0,0,0,0,0,0,1
|
12 |
+
2020,1,0,0,0,0,1,0,0,0,0
|
13 |
+
2021,1,0,0,0,0,0,1,0,0,0
|
14 |
+
2022,0,0,1,0,1,0,0,0,0,0
|
15 |
+
2023,1,0,0,0,0,0,0,0,0,0
|
data/time_series/12_intelligent building_time_series.csv
ADDED
@@ -0,0 +1,15 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
,information technology,building information modeling,bim and sensor technology author,technology system,production technology,network technology,low cost,information modelling,dmbp,control technology
|
2 |
+
2010,0,0,0,0,0,0,0,0,0,0
|
3 |
+
2011,0,0,0,0,0,0,0,0,0,0
|
4 |
+
2012,0,0,0,0,0,0,0,0,0,0
|
5 |
+
2013,0,0,0,0,0,0,0,0,0,0
|
6 |
+
2014,0,0,0,0,1,1,0,0,0,1
|
7 |
+
2015,0,0,0,0,0,0,0,0,0,0
|
8 |
+
2016,0,0,0,0,0,0,0,0,0,0
|
9 |
+
2017,0,0,0,0,0,0,0,0,0,0
|
10 |
+
2018,0,0,0,0,0,0,0,0,0,0
|
11 |
+
2019,0,0,0,0,0,0,0,0,0,0
|
12 |
+
2020,1,2,0,0,0,0,0,0,0,0
|
13 |
+
2021,1,0,1,0,0,0,0,1,1,0
|
14 |
+
2022,1,0,0,1,0,0,0,0,0,0
|
15 |
+
2023,0,1,0,0,0,0,1,0,0,0
|
data/time_series/12_intelligent construction of prefabricated building_time_series.csv
ADDED
@@ -0,0 +1,15 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
,building information modeling,information modelling bim,information modelling,dematel approach,bim5d
|
2 |
+
2010,0,0,0,0,0
|
3 |
+
2011,0,0,0,0,0
|
4 |
+
2012,0,0,0,0,0
|
5 |
+
2013,0,0,0,0,0
|
6 |
+
2014,0,0,0,0,0
|
7 |
+
2015,0,0,0,0,0
|
8 |
+
2016,0,0,0,0,0
|
9 |
+
2017,0,0,0,0,0
|
10 |
+
2018,0,0,0,0,0
|
11 |
+
2019,0,0,0,0,0
|
12 |
+
2020,0,0,0,0,0
|
13 |
+
2021,1,0,1,0,1
|
14 |
+
2022,0,0,0,0,0
|
15 |
+
2023,2,1,0,1,0
|
data/time_series/12_interior design_time_series.csv
ADDED
@@ -0,0 +1,15 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
,building information modeling,parametric design,information technology,information modelling technology,information modelling,computational tool
|
2 |
+
2010,0,0,0,0,0,0
|
3 |
+
2011,0,0,0,0,0,0
|
4 |
+
2012,0,0,0,0,0,0
|
5 |
+
2013,0,0,0,0,0,0
|
6 |
+
2014,0,0,0,0,0,0
|
7 |
+
2015,1,0,0,0,0,0
|
8 |
+
2016,0,2,0,0,1,1
|
9 |
+
2017,0,0,0,0,0,0
|
10 |
+
2018,1,0,1,0,0,0
|
11 |
+
2019,0,0,0,0,0,0
|
12 |
+
2020,0,0,0,0,0,0
|
13 |
+
2021,1,0,0,1,0,0
|
14 |
+
2022,1,0,0,0,0,0
|
15 |
+
2023,0,0,0,0,0,0
|
data/time_series/12_prefabricated building construction_time_series.csv
ADDED
@@ -0,0 +1,15 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
,building information modeling,information modelling,sco,design model,3d printing,internet of things technology,structural design process,bdt 252,bim software,building information management
|
2 |
+
2010,0,0,0,0,0,0,0,0,0,0
|
3 |
+
2011,0,0,0,0,0,0,0,0,0,0
|
4 |
+
2012,0,0,0,0,0,0,0,0,0,0
|
5 |
+
2013,0,0,0,0,0,0,0,0,0,0
|
6 |
+
2014,0,0,0,0,0,0,0,0,0,0
|
7 |
+
2015,0,0,0,0,0,0,0,0,1,0
|
8 |
+
2016,0,0,1,0,0,0,0,0,0,0
|
9 |
+
2017,0,0,0,0,0,0,0,0,0,0
|
10 |
+
2018,0,0,0,0,0,0,0,0,0,0
|
11 |
+
2019,0,1,0,0,0,0,0,0,0,0
|
12 |
+
2020,2,0,0,0,0,1,1,0,0,1
|
13 |
+
2021,4,0,0,0,0,0,0,1,0,0
|
14 |
+
2022,2,0,0,1,0,0,0,0,0,0
|
15 |
+
2023,1,0,0,0,1,0,0,0,0,0
|
data/time_series/12_safety system_time_series.csv
ADDED
@@ -0,0 +1,15 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
,building information modeling,ontology,smart technology,reverse engineering technology,project life cycle,prevent safety accident,ontology technology,building information modelling technology,bim-rfid
|
2 |
+
2010,0,0,0,0,0,0,0,0,0
|
3 |
+
2011,0,0,0,0,0,0,0,0,0
|
4 |
+
2012,0,0,0,0,0,0,0,0,0
|
5 |
+
2013,0,0,0,0,0,0,0,0,0
|
6 |
+
2014,0,0,0,0,0,0,0,0,0
|
7 |
+
2015,0,0,0,0,0,0,0,0,0
|
8 |
+
2016,0,0,0,0,0,0,0,0,0
|
9 |
+
2017,1,0,0,1,0,0,0,0,0
|
10 |
+
2018,0,0,0,0,0,0,0,0,0
|
11 |
+
2019,0,0,0,0,0,0,0,0,0
|
12 |
+
2020,0,0,0,0,0,0,0,0,0
|
13 |
+
2021,2,0,0,0,0,0,0,0,1
|
14 |
+
2022,1,1,1,0,0,1,1,1,0
|
15 |
+
2023,0,0,0,0,1,0,0,0,0
|
data/time_series/6_air conditioning system_time_series.csv
ADDED
@@ -0,0 +1,15 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
,solar energy,cpc absorption chiller system,absorption shc system,alternative energy,solar based absorption cycle,parabolic trough,photovoltaic system,stand alone photovoltaic power supply system,solar thermal concept,absorptive cooling system
|
2 |
+
2010,0,0,0,0,0,0,0,0,0,0
|
3 |
+
2011,0,0,0,0,0,0,0,0,0,0
|
4 |
+
2012,0,1,0,0,0,0,0,0,0,0
|
5 |
+
2013,2,0,0,0,0,0,0,1,1,0
|
6 |
+
2014,2,0,0,0,0,0,0,0,1,0
|
7 |
+
2015,2,0,0,2,0,0,0,0,0,0
|
8 |
+
2016,0,0,2,0,0,0,0,0,0,0
|
9 |
+
2017,0,0,0,0,0,0,0,0,0,0
|
10 |
+
2018,3,0,1,0,0,0,0,0,0,0
|
11 |
+
2019,1,2,0,0,0,0,1,0,0,0
|
12 |
+
2020,4,0,0,0,2,2,0,0,0,0
|
13 |
+
2021,5,0,0,0,0,0,0,0,0,0
|
14 |
+
2022,2,1,0,0,0,0,0,0,0,0
|
15 |
+
2023,4,0,0,0,0,0,1,0,0,2
|
data/time_series/6_air controlling_time_series.csv
ADDED
@@ -0,0 +1,15 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
,solar energy,vapor compression refrigeration system,ammonia,heat exchanger,evacuated tubes solar collector,absorption refrigeration system,photovoltaic cell,traditional vapour compression system,diffusion of water vapor,electrical system design
|
2 |
+
2010,0,0,0,0,0,0,0,0,0,0
|
3 |
+
2011,0,0,0,0,0,0,0,0,0,0
|
4 |
+
2012,0,0,0,0,0,0,1,0,0,0
|
5 |
+
2013,3,0,0,0,0,0,0,0,0,0
|
6 |
+
2014,2,1,1,0,0,0,0,1,0,0
|
7 |
+
2015,1,0,0,0,2,0,0,0,2,1
|
8 |
+
2016,3,0,0,0,0,0,0,0,0,0
|
9 |
+
2017,2,1,0,1,0,0,0,0,0,1
|
10 |
+
2018,2,2,1,0,0,1,0,1,0,0
|
11 |
+
2019,0,0,0,0,0,0,0,0,0,0
|
12 |
+
2020,0,0,0,0,0,0,0,0,0,0
|
13 |
+
2021,1,0,0,0,0,0,0,0,0,0
|
14 |
+
2022,0,0,0,1,0,0,0,0,0,0
|
15 |
+
2023,2,0,0,1,0,0,0,0,0,0
|
data/time_series/6_alternative energy_time_series.csv
ADDED
@@ -0,0 +1,15 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
,solar energy,photovoltaic system,information technology,solar radiation,sunlight,geothermal energy,active solar energy,solar based energy system,zero emission,wind energy production
|
2 |
+
2010,0,0,0,0,0,0,0,0,0,0
|
3 |
+
2011,0,0,0,0,0,0,0,0,0,0
|
4 |
+
2012,0,0,0,0,0,0,0,0,0,0
|
5 |
+
2013,1,0,1,0,0,0,0,0,0,0
|
6 |
+
2014,3,2,0,0,0,1,1,0,0,1
|
7 |
+
2015,1,0,1,0,0,0,0,0,0,0
|
8 |
+
2016,1,0,0,0,0,0,1,0,0,0
|
9 |
+
2017,1,0,1,0,0,0,0,0,0,0
|
10 |
+
2018,0,4,0,0,0,0,0,0,0,0
|
11 |
+
2019,1,1,0,0,0,0,0,0,0,0
|
12 |
+
2020,1,1,0,1,1,0,0,0,0,0
|
13 |
+
2021,1,0,0,0,0,0,0,0,0,0
|
14 |
+
2022,3,1,0,0,1,0,0,0,0,0
|
15 |
+
2023,4,4,1,1,0,1,0,1,1,0
|
data/time_series/6_building integrated photovoltaic_time_series.csv
ADDED
@@ -0,0 +1,15 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
,photovoltaic system,solar energy,structure of pv module,solar cell,luminescent solar concentrators,information technology,cigs module,business model,building information modeling,solution processed structural color coating
|
2 |
+
2010,0,0,0,0,0,0,0,0,0,0
|
3 |
+
2011,0,0,0,0,0,0,0,0,0,0
|
4 |
+
2012,0,0,0,0,0,0,0,0,0,0
|
5 |
+
2013,0,0,2,1,0,0,0,0,0,0
|
6 |
+
2014,0,1,1,0,0,1,0,0,0,0
|
7 |
+
2015,2,0,1,0,0,0,0,0,0,0
|
8 |
+
2016,1,2,1,0,0,0,0,0,0,0
|
9 |
+
2017,0,0,0,1,0,0,2,0,0,0
|
10 |
+
2018,2,0,1,1,0,0,0,0,1,0
|
11 |
+
2019,0,1,0,0,0,0,0,2,2,0
|
12 |
+
2020,1,0,0,0,1,1,0,0,0,0
|
13 |
+
2021,1,0,0,0,0,0,0,0,0,2
|
14 |
+
2022,0,0,0,0,0,1,0,0,0,0
|
15 |
+
2023,0,3,0,1,2,0,0,0,0,1
|
data/time_series/6_electricity demand_time_series.csv
ADDED
@@ -0,0 +1,15 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
,photovoltaic system,alternative energy,pv facade,photovoltaic installation,information technology,personalized ventilation system,building integrated photovoltaic,bipv facade system,bipv building integrated photovoltaic system,based thermal power plant
|
2 |
+
2010,0,0,0,0,0,0,0,0,0,0
|
3 |
+
2011,0,0,0,0,0,0,0,0,0,0
|
4 |
+
2012,0,0,0,0,0,0,0,0,0,0
|
5 |
+
2013,0,1,0,0,0,0,0,0,0,0
|
6 |
+
2014,1,0,0,0,0,1,0,0,0,0
|
7 |
+
2015,0,0,0,0,0,0,1,0,0,0
|
8 |
+
2016,1,0,0,0,0,0,0,1,0,0
|
9 |
+
2017,0,0,0,1,0,0,0,0,0,0
|
10 |
+
2018,1,0,0,0,0,0,0,0,0,0
|
11 |
+
2019,0,1,1,0,1,0,0,0,1,0
|
12 |
+
2020,0,0,0,0,0,0,0,0,0,0
|
13 |
+
2021,0,0,0,0,0,0,0,0,0,0
|
14 |
+
2022,2,0,0,0,0,0,0,0,0,0
|
15 |
+
2023,1,0,0,0,0,0,0,0,0,1
|
data/time_series/6_electricity generation_time_series.csv
ADDED
@@ -0,0 +1,15 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
,photovoltaic system,solar energy,building integrated photovoltaic,solar power,personalized ventilation system,alternative energy,information technology,grid,solar heating water system,photovoltaics
|
2 |
+
2010,0,0,0,0,0,0,0,0,0,0
|
3 |
+
2011,0,0,0,0,0,0,0,0,0,0
|
4 |
+
2012,1,2,0,0,1,0,1,1,0,0
|
5 |
+
2013,4,0,1,0,0,0,0,0,0,0
|
6 |
+
2014,3,1,0,2,1,0,0,1,0,2
|
7 |
+
2015,5,0,1,0,1,1,0,0,2,0
|
8 |
+
2016,2,0,1,0,0,0,0,0,0,0
|
9 |
+
2017,2,1,0,0,0,0,1,2,0,0
|
10 |
+
2018,2,1,0,0,0,1,0,0,0,0
|
11 |
+
2019,1,2,0,0,0,0,0,0,0,0
|
12 |
+
2020,2,5,1,0,1,0,0,0,0,0
|
13 |
+
2021,4,3,1,3,1,0,1,0,0,0
|
14 |
+
2022,6,1,1,0,1,2,0,0,0,0
|
15 |
+
2023,3,6,1,1,0,1,1,0,0,2
|
data/time_series/6_energy performance_time_series.csv
ADDED
@@ -0,0 +1,15 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
,solar energy,photovoltaic system,natural energy generation,solar collection system,building integrated photovoltaic,passive and active technique,information technology,smart window system,energyplus,renewable energy technology
|
2 |
+
2010,0,0,0,0,0,0,0,0,0,0
|
3 |
+
2011,0,0,0,0,0,0,0,0,0,0
|
4 |
+
2012,0,0,0,0,0,0,0,0,0,0
|
5 |
+
2013,0,1,0,0,0,0,0,0,0,0
|
6 |
+
2014,0,0,1,0,0,0,0,0,0,0
|
7 |
+
2015,0,1,3,2,1,0,0,0,0,0
|
8 |
+
2016,0,0,0,0,2,1,1,0,0,0
|
9 |
+
2017,0,1,0,0,0,0,0,1,0,1
|
10 |
+
2018,0,0,0,0,0,0,0,0,0,0
|
11 |
+
2019,0,1,0,0,0,0,1,0,0,0
|
12 |
+
2020,1,0,0,1,0,0,0,0,0,0
|
13 |
+
2021,0,0,0,0,0,0,0,0,0,0
|
14 |
+
2022,2,0,0,0,0,1,0,0,0,0
|
15 |
+
2023,2,0,0,0,0,0,0,0,1,0
|
data/time_series/6_heat transmission_time_series.csv
ADDED
@@ -0,0 +1,15 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
,solar air heater,radiation,convection,solar radiation,mounted solar energy system,conduction transfer function method,computational fluid dynamic,computational fluid dynamics modeling cfd,ansys fluent simulation software,solar energy
|
2 |
+
2010,0,0,0,0,0,0,0,0,0,0
|
3 |
+
2011,0,0,0,0,0,0,0,0,0,0
|
4 |
+
2012,0,0,0,0,0,0,0,0,0,0
|
5 |
+
2013,1,0,0,0,0,0,1,1,0,0
|
6 |
+
2014,0,1,1,0,0,1,0,0,0,0
|
7 |
+
2015,0,0,0,0,0,0,0,0,0,0
|
8 |
+
2016,0,1,1,0,0,0,0,0,0,1
|
9 |
+
2017,0,0,0,0,0,0,0,0,0,0
|
10 |
+
2018,0,0,0,1,0,0,0,0,0,0
|
11 |
+
2019,0,0,0,0,0,0,0,0,0,0
|
12 |
+
2020,0,0,0,0,0,0,0,0,1,0
|
13 |
+
2021,3,1,0,1,1,0,0,0,0,0
|
14 |
+
2022,0,0,0,0,0,0,0,0,0,0
|
15 |
+
2023,1,0,0,0,1,0,0,0,0,0
|
data/time_series/6_information technology_time_series.csv
ADDED
@@ -0,0 +1,15 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
,solar energy,photovoltaic system,luminescent solar concentrators,active solar collector,embedded system design,grass cutting machine system,building information modeling,solar radiation,thermal simulation programme,simulation methodology
|
2 |
+
2010,0,0,0,0,0,0,0,0,0,0
|
3 |
+
2011,0,0,0,0,0,0,0,0,0,0
|
4 |
+
2012,0,1,0,0,0,0,1,0,0,0
|
5 |
+
2013,4,1,0,0,0,0,0,0,0,0
|
6 |
+
2014,3,0,0,0,0,0,0,0,0,0
|
7 |
+
2015,0,0,0,1,0,0,0,0,0,0
|
8 |
+
2016,1,0,0,0,0,0,0,0,0,0
|
9 |
+
2017,0,0,2,0,0,0,0,0,0,0
|
10 |
+
2018,1,0,0,1,0,0,0,1,0,0
|
11 |
+
2019,0,0,0,0,0,0,0,0,0,0
|
12 |
+
2020,1,0,0,0,0,0,0,0,0,0
|
13 |
+
2021,1,2,0,0,1,0,0,0,0,0
|
14 |
+
2022,0,0,0,0,0,0,0,0,1,1
|
15 |
+
2023,0,0,0,0,0,1,0,0,0,0
|
data/time_series/6_photovoltaic system_time_series.csv
ADDED
@@ -0,0 +1,15 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
,information technology,solar energy,building integrated photovoltaic,life cycle assessment methodology,cooling method,pvsyst program,residential and commercial building,simple low,geographical information system,sunlight
|
2 |
+
2010,0,0,0,0,0,0,0,0,0,0
|
3 |
+
2011,0,0,0,0,0,0,0,0,0,0
|
4 |
+
2012,0,0,0,0,0,0,0,0,0,0
|
5 |
+
2013,0,0,0,0,0,1,0,1,0,0
|
6 |
+
2014,1,2,0,0,0,0,0,0,0,0
|
7 |
+
2015,2,0,1,0,0,0,0,0,1,0
|
8 |
+
2016,2,0,0,1,0,1,0,0,0,0
|
9 |
+
2017,0,1,0,0,0,0,0,0,0,1
|
10 |
+
2018,0,0,0,0,0,0,0,0,0,0
|
11 |
+
2019,1,1,0,1,0,0,0,0,0,0
|
12 |
+
2020,0,2,0,0,0,1,0,0,1,0
|
13 |
+
2021,4,0,2,0,1,1,2,2,0,0
|
14 |
+
2022,1,0,0,0,0,0,0,0,1,1
|
15 |
+
2023,0,0,0,1,2,0,0,0,0,1
|