2 papers
math.OC2020
Dual Dynamic Programming for Multi-Scale Mixed-Integer MPC
Ranjeet Kumar, Michael J. Wenzel, Mohammad N. ElBsat +3
We propose a dual dynamic integer programming (DDIP) framework for solving multi-scale mixed-integer model predictive control (MPC) problems. Such problems arise in applications th…
math.OC2020
Stochastic Model Predictive Control for Central HVAC Plants
Ranjeet Kumar, Michael J. Wenzel, Mohammad N. ElBsat +3
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…