Methods for benchmarking building energy consumption against its past or intended performance: An overview

Contrasting the capabilities of building energy performance simulation programs

Drury B. Crawley, Jon Hand, Michaël Kummert et al. · Building and Environment · 2006 · 1.8K citations

Architecture, Architectural Engineering, Building Science +12

Predicting electricity energy consumption: A comparison of regression analysis, decision tree and neural networks

Kwok Fai Tso, Kelvin K.W. Yau · Energy · 2007 · 930 citations

Computing, Data Science, Electrical Engineering +17

A regression-based approach to short-term system load forecasting

A. Papalexopoulos, Tim Hesterberg · IEEE Transactions on Power Systems · 1990 · 824 citations

Management, Meteorology, Demand Forecasting +16

Applying support vector machines to predict building energy consumption in tropical region

Bing Dong, Cheng Cao, Siew Eang Lee · Energy and Buildings · 2004 · 795 citations

Architecture, Building Science, Building Performance Simulation +15

EnergyPlus: Energy simulation program

Drury B. Crawley, Linda K. Lawrie, C.O. Pedersen et al. · 2000 · 729 citations

Engineering, Computational Engineering, Mechanical Engineering +12