Stochastic Model Predictive Control for Central HVAC Plants

24 Feb 2020 Kumar Ranjeet Wenzel Michael J. ElBsat Mohammad N. Risbeck Michael J. Drees Kirk H. Zavala Victor M.

We present a stochastic model predictive control (MPC) framework for central heating, ventilation, and air conditioning (HVAC) plants. The framework uses real data to forecast and quantify uncertainty of disturbances affecting the system over multiple timescales (electrical loads, heating/cooling loads, and energy prices)... (read more)

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  • OPTIMIZATION AND CONTROL