An XGBoost-Based predictive control strategy for HVAC systems in providing day-ahead demand response

XGBoost: A Scalable Tree Boosting System

arXiv (Cornell University) · 2016 · 7.1K citations · Full text

Computing, Computer Science, Data Science +16

All you need to know about model predictive control for buildings

Ján Drgoňa, Javier Arroyo, Iago Cupeiro Figueroa et al. · Annual Reviews in Control · 2020 · 873 citations · Full text

Architecture, Architectural Engineering, Building Science +17

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

Cheng Fan, Fu Xiao, Yang Zhao · Applied Energy · 2017 · 676 citations · Full text

Engineering, Building Science, Computer Science +16

Model Predictive Control (MPC) for Enhancing Building and HVAC System Energy Efficiency: Problem Formulation, Applications and Opportunities

Gianluca Serale, Massimo Fiorentini, Alfonso Capozzoli et al. · Energies · 2018 · 608 citations · Full text

Engineering, Architectural Engineering, Building Science +17

Genetic-algorithm based approach to optimize building envelope design for residential buildings

Daniel Tuhus-Dubrow, Moncef Krarti · Building and Environment · 2010 · 491 citations

Architecture, Architectural Engineering, Building Science +12