Data-driven model predictive control for building climate control: Three case studies on different buildings

Modern Applied Statistics with S-Plus.

W. N. Venables, B. D. Ripley · Biometrics · 1996 · 3K citations · Full text

Statistical Foundation, Modern Applied Statistics, Statistical Inference +3

Use of model predictive control and weather forecasts for energy efficient building climate control

Frauke Oldewurtel, Alessandra Parisio, Colin N. Jones et al. · Energy and Buildings · 2011 · 1.1K citations · Full text

Energy Modeling, Engineering, Climate Control +10

A short-term building cooling load prediction method using deep learning algorithms

Cheng Fan, Fu Xiao, Yang Zhao · Applied Energy · 2017 · 654 citations · Full text

Engineering, Machine Learning, Data Science +12

Artificial neural network (ANN) based model predictive control (MPC) and optimization of HVAC systems: A state of the art review and case study of a residential HVAC system

Abdul Afram, Farrokh Janabi‐Sharifi, Alan S. Fung et al. · Energy and Buildings · 2017 · 632 citations

Energy Control, Engineering, Energy Efficiency +10

Short-term electrical load forecasting using the Support Vector Regression (SVR) model to calculate the demand response baseline for office buildings

Yongbao Chen, Peng Xu, Yiyi Chu et al. · Applied Energy · 2017 · 625 citations

Engineering, Energy Management, Predictive Analytics +10