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    Optimal Control of District Cooling Energy Plant With Reinforcement Learning and Model Predictive Control 

    Source: ASME Journal of Engineering for Sustainable Buildings and Cities:;2023:;volume( 005 ):;issue: 001:;page 11002-1
    Author(s): Guo, Zhong; Chaudhari, Aditya; Coffman, Austin R.; Barooah, Prabir
    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. ...
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    Model Predictive Control-Based Hierarchical Control of a Multi-Zone Commercial HVAC System 

    Source: ASME Journal of Engineering for Sustainable Buildings and Cities:;2021:;volume( 002 ):;issue: 002:;page 021005-1
    Author(s): Raman, Naren Srivaths; Chaturvedi, Rahul Umashankar; Guo, Zhong; Barooah, Prabir
    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 ...
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