Michael J. Risbeck

Economic MPC and real-time decision making with application to large-scale HVAC energy systems

James B. Rawlings, Nishith R. Patel, Michael J. Risbeck et al. · Computers & Chemical Engineering · 2017 · 122 citations

Economic Mpc, Energy Modeling, Engineering +9

Building HVAC control with reinforcement learning for reduction of energy cost and demand charge

Zhanhong Jiang, Michael J. Risbeck, Vish Ramamurti et al. · Energy and Buildings · 2021 · 122 citations

Hvac Control, Energy Cost, Engineering +9

On the inherent robustness of optimal and suboptimal nonlinear MPC

Douglas A. Allan, Cuyler N. Bates, Michael J. Risbeck et al. · Systems & Control Letters · 2017 · 105 citations

Engineering, Nonlinear Programming, Robust Control +5

A mixed-integer linear programming model for real-time cost optimization of building heating, ventilation, and air conditioning equipment

Michael J. Risbeck, Christos T. Maravelias, James B. Rawlings et al. · Energy and Buildings · 2017 · 77 citations

Mathematical Programming, Building Heating, Real-time Cost Optimization +13

Model predictive control with discrete actuators: Theory and application

James B. Rawlings, Michael J. Risbeck · Automatica · 2017 · 71 citations

Discrete Actuators, Engineering, Model-based Control Technique +5