Adaptive model predictive control for electricity management in the household sector

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 · 646 citations

Architecture, Architectural Engineering, Building Science +17

Deep Reinforcement Learning for Building HVAC Control

Tianshu Wei, Yanzhi Wang, Qi Zhu · 2017 · 452 citations

Computing, Building Science, Computer Science +17

Occupancy-based demand response and thermal comfort optimization in microgrids with renewable energy sources and energy storage

Christos Korkas, Simone Baldi, Iakovos Michailidis et al. · Applied Energy · 2015 · 358 citations

Architecture, Architectural Engineering, Energy Management +16

Optimization of HVAC system energy consumption in a building using artificial neural network and multi-objective genetic algorithm

Nasruddin Nasruddin, S. Sholahudin, Pujo Satrio et al. · Sustainable Energy Technologies and Assessments · 2019 · 281 citations

Architecture, Architectural Engineering, Building Science +16

Smart transactive energy framework in grid-connected multiple home microgrids under independent and coalition operations

Mousa Marzband, Fatemeh Azarinejadian, Mehdi Savaghebi et al. · Renewable Energy · 2018 · 224 citations · Full text

Management, Infrastructure Planning, Energy Management +15