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    Quantifying the Value of Stochastic Supervisory Controller for Building Thermal Energy Storage Aggregators in TwoSettlement Grid Markets 

    Source: ASME Journal of Engineering for Sustainable Buildings and Cities:;2022:;volume( 003 ):;issue: 003:;page 31002
    Author(s): Yu, Min Gyung;Pavlak, Gregory S.
    Publisher: The American Society of Mechanical Engineers (ASME)
    Abstract: Smart cities will need collections of buildings that are responsive to the variation in renewable energy generation. However, an unprecedented level of renewable energy being added to the power grid compounds the level of ...
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    Analyzing Harmony and Discord Among Optimal Building Controllers Responding to Energy, Cost, and Carbon Reduction Objectives 

    Source: ASME Journal of Engineering for Sustainable Buildings and Cities:;2023:;volume( 004 ):;issue: 001:;page 11002-1
    Author(s): Li, Lily X.; Pavlak, Gregory S.
    Publisher: The American Society of Mechanical Engineers (ASME)
    Abstract: Optimization and control of building thermal energy storage holds great potential for unlocking demand-side flexibility, an asset that is being given much attention in current grid reforms responding to the climate crisis. ...
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    Model-Based Testbed for Uncertainty Quantification in Building Control Systems with Advanced Sequences of Operation 

    Source: Journal of Architectural Engineering:;2022:;Volume ( 028 ):;issue: 002:;page 04022007
    Author(s): Shadi M. Abdel Haleem; Gregory S. Pavlak; William P. Bahnfleth
    Publisher: ASCE
    Abstract: As advanced control sequences are developed to improve the operational efficiency of buildings, it is important to better understand the implications of uncertainty on system design and specification, and its propagation ...
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    Comparison of Traditional and Bayesian Calibration Techniques for Gray-Box Modeling 

    Source: Journal of Architectural Engineering:;2014:;Volume ( 020 ):;issue: 002
    Author(s): Gregory S.; Pavlak; Anthony R.; Florita; Gregor P.; Henze; Balaji; Rajagopalan
    Publisher: American Society of Civil Engineers
    Abstract: Bayesian and nonlinear least-squares methods of calibration were evaluated and compared for gray-box modeling of a retail building. Gray-box model calibration is one form of system identification and is examined here with ...
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