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Article: Generator bidding in oligopolistic electricity markets using optimal control: Fundamentals and application
Title | Generator bidding in oligopolistic electricity markets using optimal control: Fundamentals and application |
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Authors | |
Keywords | Generator bidding Linear periodic system Oligopolistic electricity markets Optimal control Sensitivity analysis |
Issue Date | 2006 |
Publisher | I E E E. The Journal's web site is located at http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=59 |
Citation | Ieee Transactions On Power Systems, 2006, v. 21 n. 3, p. 1050-1061 How to Cite? |
Abstract | In this paper, optimal control is applied to study generator bidding in an oligopolistic electricity market. The repeated bidding process in (hourly-based) real-time electricity markets is modeled as a dynamic feedback system; an optimal control problem is then formulated to explore individual generator's long-term/multiperiod optimization behavior. Particularly in our formulation, the periodic property of the system demand is considered. Several lemmas are included for concerning system stability. Based on the necessary conditions for optimality from the Pontryagin maximum principle, a sweeping method is proposed, and an optimal state-feedback control rule is then obtained via backward induction. Numerical results suggest that the generator who unilaterally applies optimal control for generation decisions will obtain more profits. A sensitivity analysis is also performed, identifying these market factors that affect the performance of optimal control. © 2006 IEEE. |
Persistent Identifier | http://hdl.handle.net/10722/73894 |
ISSN | 2023 Impact Factor: 6.5 2023 SCImago Journal Rankings: 3.827 |
ISI Accession Number ID | |
References |
DC Field | Value | Language |
---|---|---|
dc.contributor.author | Liu, Y | en_HK |
dc.contributor.author | Wu, FF | en_HK |
dc.date.accessioned | 2010-09-06T06:55:48Z | - |
dc.date.available | 2010-09-06T06:55:48Z | - |
dc.date.issued | 2006 | en_HK |
dc.identifier.citation | Ieee Transactions On Power Systems, 2006, v. 21 n. 3, p. 1050-1061 | en_HK |
dc.identifier.issn | 0885-8950 | en_HK |
dc.identifier.uri | http://hdl.handle.net/10722/73894 | - |
dc.description.abstract | In this paper, optimal control is applied to study generator bidding in an oligopolistic electricity market. The repeated bidding process in (hourly-based) real-time electricity markets is modeled as a dynamic feedback system; an optimal control problem is then formulated to explore individual generator's long-term/multiperiod optimization behavior. Particularly in our formulation, the periodic property of the system demand is considered. Several lemmas are included for concerning system stability. Based on the necessary conditions for optimality from the Pontryagin maximum principle, a sweeping method is proposed, and an optimal state-feedback control rule is then obtained via backward induction. Numerical results suggest that the generator who unilaterally applies optimal control for generation decisions will obtain more profits. A sensitivity analysis is also performed, identifying these market factors that affect the performance of optimal control. © 2006 IEEE. | en_HK |
dc.language | eng | en_HK |
dc.publisher | I E E E. The Journal's web site is located at http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=59 | en_HK |
dc.relation.ispartof | IEEE Transactions on Power Systems | en_HK |
dc.rights | ©2006 IEEE. Personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works must be obtained from the IEEE. | - |
dc.subject | Generator bidding | en_HK |
dc.subject | Linear periodic system | en_HK |
dc.subject | Oligopolistic electricity markets | en_HK |
dc.subject | Optimal control | en_HK |
dc.subject | Sensitivity analysis | en_HK |
dc.title | Generator bidding in oligopolistic electricity markets using optimal control: Fundamentals and application | en_HK |
dc.type | Article | en_HK |
dc.identifier.openurl | http://library.hku.hk:4550/resserv?sid=HKU:IR&issn=0885-8950&volume=21 No 3&spage=1050&epage=1061&date=2006&atitle=Generator+Bidding+in+Oligopolistic+Electricity+Markets+Using+Optimal+Control+:+Fundamentals+and+Application | en_HK |
dc.identifier.email | Wu, FF: ffwu@eee.hku.hk | en_HK |
dc.identifier.authority | Wu, FF=rp00194 | en_HK |
dc.description.nature | published_or_final_version | - |
dc.identifier.doi | 10.1109/TPWRS.2006.876701 | en_HK |
dc.identifier.scopus | eid_2-s2.0-33747586547 | en_HK |
dc.identifier.hkuros | 119192 | en_HK |
dc.relation.references | http://www.scopus.com/mlt/select.url?eid=2-s2.0-33747586547&selection=ref&src=s&origin=recordpage | en_HK |
dc.identifier.volume | 21 | en_HK |
dc.identifier.issue | 3 | en_HK |
dc.identifier.spage | 1050 | en_HK |
dc.identifier.epage | 1061 | en_HK |
dc.identifier.isi | WOS:000239355300004 | - |
dc.publisher.place | United States | en_HK |
dc.identifier.scopusauthorid | Liu, Y=22835324100 | en_HK |
dc.identifier.scopusauthorid | Wu, FF=7403465107 | en_HK |
dc.identifier.citeulike | 5226223 | - |
dc.identifier.issnl | 0885-8950 | - |