Optimizing heating operation via GA- and ANN-based model predictive control: Concept for a real nearly-zero energy building

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 · 1.2K citations · Full text

Architecture, Architectural Engineering, Building Science +17

Review of modeling methods for HVAC systems

Abdul Afram, Farrokh Janabi‐Sharifi · Applied Thermal Engineering · 2014 · 463 citations

Engineering, Building Science, Systems Engineering +12

State of the art review on model predictive control (MPC) in Heating Ventilation and Air-conditioning (HVAC) field

Ye Yao, Divyanshu Kumar Shekhar · Building and Environment · 2021 · 414 citations

Architecture, Building Science, Mechanical Engineering +14

Model predictive control with adaptive machine-learning-based model for building energy efficiency and comfort optimization

Shiyu Yang, Man Pun Wan, Wanyu Chen et al. · Applied Energy · 2020 · 387 citations

Architecture, Architectural Engineering, Building Science +17

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