NDLI: Optimal scheduling of chiller plant with thermal energy storage using mixed integer linear programming

Content Provider	IEEE Xplore Digital Library
Author	Kun Deng Yu Sun Chakraborty, A. Yan Lu Brouwer, J. Mehta, P.G.
Copyright Year	2013
Description	Author affiliation: Siemens Corp. Res., Princeton, NJ, USA (Yu Sun; Chakraborty, A.; Yan Lu) \|\| Dept. of Mech. Sci. & Eng., Univ. of Illinois at Urbana-Champaign, Urbana, IL, USA (Kun Deng; Mehta, P.G.) \|\| Dept. of Mech. & Aerosp. Eng., Univ. of California, Irvine, Irvine, CA, USA (Brouwer, J.)
Abstract	In this paper, we consider the optimal scheduling problem for a campus central plant equipped with a bank of multiple electrical chillers and a Thermal Energy Storage (TES). Typically, the chillers are operated in ON/OFF modes to charge the TES and supply chilled water to the campus. A bilinear model is established to describe the system dynamics. A model predictive control (MPC) problem is formulated to obtain optimal set-points to satisfy the campus cooling demands and minimize daily electricity costs. At each time step, the MPC problem is represented as a large-scale mixed integer nonlinear programming (MINLP) problem. We propose a heuristic algorithm to search for suboptimal solutions to the MINLP problem based on mixed integer linear programming (MILP), where the system dynamics is linearized along the simulated trajectories of the system. Simulation results show good performance and computational tractability of the proposed algorithm.
Starting Page	2958
Ending Page	2963
File Size	480477
Page Count	6
File Format	PDF
ISBN	9781479901777
ISSN	07431619
e-ISBN	9781479901784
DOI	10.1109/ACC.2013.6580284
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2013-06-17
Publisher Place	USA
Access Restriction	Subscribed
Rights Holder	American Automatic Control Council(AACC)
Subject Keyword	Cooling Electricity Mathematical model Trajectory Equations Optimization Heuristic algorithms
Content Type	Text
Resource Type	Article
Subject	Electrical and Electronic Engineering

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4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
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