Zhao, Changhong and Topcu, Ufuk and Low, Steven H. (2013) Optimal Load Control via Frequency Measurement and Neighborhood Area Communication. IEEE Transactions on Power Systems, 28 (4). pp. 3576-3587. ISSN 0885-8950. doi:10.1109/TPWRS.2013.2261096. https://resolver.caltech.edu/CaltechAUTHORS:20131203-091918486
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Abstract
We propose a decentralized optimal load control scheme that provides contingency reserve in the presence of sudden generation drop. The scheme takes advantage of flexibility of frequency responsive loads and neighborhood area communication to solve an optimal load control problem that balances load and generation while minimizing end-use disutility of participating in load control. Local frequency measurements enable individual loads to estimate the total mismatch between load and generation. Neighborhood area communication helps mitigate effects of inconsistencies in the local estimates due to frequency measurement noise. Case studies show that the proposed scheme can balance load with generation and restore the frequency within seconds of time after a generation drop, even when the loads use a highly simplified power system model in their algorithms. We also investigate tradeoffs between the amount of communication and the performance of the proposed scheme through simulation-based experiments.
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Additional Information: | © 2013 IEEE. Manuscript received April 05, 2012; revised September 08, 2012, January 07, 2013, and March 27, 2013; accepted April 25, 2013. Date of publication May 14, 2013; date of current version October 17, 2013. This work was supported by NSF NetSE grant CNS 0911041, NSF grant CNS 1312390, ARPA-E grant DE-AR0000226, Southern California Edison, National Science Council of Taiwan, R.O.C. grant, NSC 101-3113-P-008-001, Resnick Institute, and Okawa Foundation. Paper no. TPWRS-00336-2012. | ||||||||||||||||
Group: | Resnick Sustainability Institute | ||||||||||||||||
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Subject Keywords: | Distributed control, frequency responsive load, neighborhood area communication, optimization | ||||||||||||||||
Issue or Number: | 4 | ||||||||||||||||
DOI: | 10.1109/TPWRS.2013.2261096 | ||||||||||||||||
Record Number: | CaltechAUTHORS:20131203-091918486 | ||||||||||||||||
Persistent URL: | https://resolver.caltech.edu/CaltechAUTHORS:20131203-091918486 | ||||||||||||||||
Official Citation: | Changhong Zhao; Topcu, U.; Low, S.H., "Optimal Load Control via Frequency Measurement and Neighborhood Area Communication," Power Systems, IEEE Transactions on , vol.28, no.4, pp.3576,3587, Nov. 2013 doi: 10.1109/TPWRS.2013.2261096 | ||||||||||||||||
Usage Policy: | No commercial reproduction, distribution, display or performance rights in this work are provided. | ||||||||||||||||
ID Code: | 42790 | ||||||||||||||||
Collection: | CaltechAUTHORS | ||||||||||||||||
Deposited By: | Ruth Sustaita | ||||||||||||||||
Deposited On: | 03 Dec 2013 17:36 | ||||||||||||||||
Last Modified: | 10 Nov 2021 16:28 |
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