Data-driven estimation of building energy consumption and GHG emissions using explainable artificial intelligence

Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

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Material Science

100
Greenhouse Gas Material Science
66
Gas Emission Material Science
50
Morphology Material Science
16
Natural Gas Material Science

Keyphrases

100
Building Energy Con... Keyphrases
100
Greenhouse Gas Emis... Keyphrases
100
Consumption Emissio... Keyphrases
100
GHG Emissions Keyphrases
100
Data-driven Estimat... Keyphrases
100
Explainable Artific... Keyphrases
75
Building Characteri... Keyphrases
75
Urban Morphology Keyphrases
75
Building Geometry Keyphrases
50
Energy Use Keyphrases
50
Artificial Intellig... Keyphrases
50
Shapley Additive Ex... Keyphrases
50
Light Gradient Boos... Keyphrases
25
Accurate Method Keyphrases
25
Prediction Accuracy Keyphrases
25
Energy Consumption Keyphrases
25
Residential Buildin... Keyphrases
25
Energy Performance Keyphrases
25
Model Use Keyphrases
25
Natural Gas Keyphrases
25
Least Squares Suppo... Keyphrases
25
Seattle Keyphrases
25
Building Integrated Keyphrases
25
Energy Usage Keyphrases
25
Random Forest Keyphrases
25
Influential Variabl... Keyphrases
25
Urban Buildings Keyphrases
25
Building Sector Keyphrases
25
Global Energy Consu... Keyphrases
25
Energy Consumption ... Keyphrases
25
Machine Learning Mo... Keyphrases
25
Energy Performance ... Keyphrases
25
Gross Floor Area Keyphrases
25
Extreme Gradient Bo... Keyphrases
25
Energy Performance ... Keyphrases
25
Explainable Deep Le... Keyphrases

INIS

100
data INIS
100
emission INIS
100
energy consumption INIS
100
artificial intellig... INIS
83
energy INIS
66
greenhouse gases INIS
50
performance INIS
50
prediction INIS
50
morphology INIS
50
geometry INIS
33
algorithms INIS
33
additives INIS
33
residential buildin... INIS
16
accuracy INIS
16
learning INIS
16
comparative evaluat... INIS
16
randomness INIS
16
floors INIS
16
vectors INIS
16
planning INIS
16
forests INIS
16
machine learning INIS
16
natural gas INIS

Engineering

100
Estimation Engineering
100
Energy Building Engineering
100
Building Engineering
100
Artificial Intellig... Engineering
100
Greenhouse Gas Engineering
85
Model Engineering
57
Energy Engineering Engineering
42
Characteristics Engineering
42
Energy Performance Engineering
28
Residential Buildin... Engineering
28
Light Gradient Boos... Engineering
28
Research Engineering
28
Algorithm Engineering
14
Combined Effect Engineering
14
Global Energy Engineering
14
Planning Engineering
14
Relative Importance Engineering
14
Accurate Prediction Engineering
14
Predicted Result Engineering
14
Floor Area Engineering
14
Integral Part Engineering
14
Natural Gas Engineering
14
Energy Usage Engineering
14
Performance Predict... Engineering
14
Building Sector Engineering
14
Random Forest Engineering
14
Accuracy Engineering
14
Prediction Engineering
14
Support Vector Mach... Engineering
14
Learning System Engineering
14
Deep Learning Metho... Engineering
Research OutputsResearch Output authored by Data-driven estimation of building energy consumption and GHG emissions using explainable artificial intelligence is tagged with the concept