Field demonstration of predictive heating control for an all-electric house in a cold climate

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

Reinforcement learning for building controls: The opportunities and challenges

Zhe Wang, Tianzhen Hong · Applied Energy · 2020 · 529 citations · Full text

Architecture, Building Science, Markov Decision Processes +9

Ten questions concerning model predictive control for energy efficient buildings

Michaela Killian, Martin Kozek · Building and Environment · 2016 · 419 citations

Architecture, Architectural Engineering, Building Science +14

Model Predictive Climate Control of a Swiss Office Building: Implementation, Results, and Cost–Benefit Analysis

David Sturzenegger, Dimitrios Gyalistras, Manfred Morari et al. · IEEE Transactions on Control Systems Technology · 2015 · 379 citations · Full text

Architecture, Architectural Engineering, Building Science +17

Review on improvement for air source heat pump units during frosting and defrosting

Mengjie Song, Shiming Deng, Chaobin Dang et al. · Applied Energy · 2017 · 365 citations

Engineering, Mechanical Engineering, Air Conditioning +8