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Optimal Control of District Cooling Energy Plant With Reinforcement Learning and Model Predictive Control
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: We consider the problem of optimal control of district cooling energy plants (DCEPs) consisting of multiple chillers, a cooling tower, and a thermal energy storage (TES), in the presence of time-varying electricity prices. ...
Model Predictive Control-Based Hierarchical Control of a Multi-Zone Commercial HVAC System
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: This paper presents a novel architecture for model predictive control (MPC)-based indoor climate control of multi-zone buildings to provide energy efficiency. Unlike prior works, we do not assume the availability of a ...