Prediction of building electricity usage using Gaussian Process Regression

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

Introduction to random processes with applications to signals and systems

William A. Gardner · Automatica · 1988 · 495 citations

Engineering, Electrical Engineering, Mathematics +10

Applying support vector machine to predict hourly cooling load in the building

Qiong Li, Qinglin Meng, Jiejin Cai et al. · Applied Energy · 2009 · 486 citations

Engineering, Architectural Engineering, Building Science +12

Modeling heating and cooling loads by artificial intelligence for energy-efficient building design

Jui‐Sheng Chou, Dac-Khuong Bui · Energy and Buildings · 2014 · 422 citations

Engineering, Architectural Engineering, Building Science +14

Assessment of deep recurrent neural network-based strategies for short-term building energy predictions

Cheng Fan, Jiayuan Wang, Wenjie Gang et al. · Applied Energy · 2018 · 358 citations

Architecture, Architectural Engineering, Building Science +14