ISO's Optimal Strategies for Scheduling the Hourly Demand Response in Day-Ahead Markets
This paper presents a hierarchical demand response (DR) bidding framework in the day-ahead energy markets which integrates customer DR preferences and characteristics in the ISO's market clearing process. In the proposed framework, load aggregators submit aggregated DR offers to the ISO which w...
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| Vydané v: | IEEE transactions on power systems Ročník 29; číslo 6; s. 2636 - 2645 |
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| Hlavní autori: | , , |
| Médium: | Journal Article |
| Jazyk: | English |
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New York
IEEE
01.11.2014
The Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
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| ISSN: | 0885-8950, 1558-0679 |
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| Abstract | This paper presents a hierarchical demand response (DR) bidding framework in the day-ahead energy markets which integrates customer DR preferences and characteristics in the ISO's market clearing process. In the proposed framework, load aggregators submit aggregated DR offers to the ISO which would centrally optimize final decisions on aggregators' DR contributions in wholesale markets. The hourly load reduction strategies include load shifting and curtailment and the use of onsite generation and energy storage systems. The ISO applies mixed-integer linear programming (MILP) to the solution of the proposed DR model in the day-ahead market clearing problem. The proposed model is implemented using a 6-bus system and the IEEE-RTS, and several studies are conducted to demonstrate the merits of the proposed DR model. |
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| AbstractList | This paper presents a hierarchical demand response (DR) bidding framework in the day-ahead energy markets which integrates customer DR preferences and characteristics in the ISO's market clearing process. In the proposed framework, load aggregators submit aggregated DR offers to the ISO which would centrally optimize final decisions on aggregators' DR contributions in wholesale markets. The hourly load reduction strategies include load shifting and curtailment and the use of onsite generation and energy storage systems. The ISO applies mixed-integer linear programming (MILP) to the solution of the proposed DR model in the day-ahead market clearing problem. The proposed model is implemented using a 6-bus system and the IEEE-RTS, and several studies are conducted to demonstrate the merits of the proposed DR model. |
| Author | Fotuhi-Firuzabad, Mahmud Parvania, Masood Shahidehpour, Mohammad |
| Author_xml | – sequence: 1 givenname: Masood surname: Parvania fullname: Parvania, Masood email: mparvania@ucdavis.edu organization: Dept. of Electr. & Comput. Eng., Univ. of California, Davis, Davis, CA, USA – sequence: 2 givenname: Mahmud surname: Fotuhi-Firuzabad fullname: Fotuhi-Firuzabad, Mahmud email: fotuhi@sharif.edu organization: Electr. Eng. Dept., Sharif Univ. of Technol., Tehran, Iran – sequence: 3 givenname: Mohammad surname: Shahidehpour fullname: Shahidehpour, Mohammad email: ms@iit.edu organization: Galvin Center for Electr. Innovation, Illinois Inst. of Technol., Chicago, IL, USA |
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| Cites_doi | 10.1049/ip-c.1992.0047 10.1109/TPWRS.2013.2254728 10.1109/TSG.2011.2157181 10.1109/JSYST.2011.2162877 10.1109/ISGT.2010.5434766 10.1109/TSG.2010.2046430 10.1002/047122412X 10.1109/PES.2011.6039627 10.1109/TPWRS.2003.810692 10.1109/TSG.2013.2257894 10.1016/S1040-6190(02)00277-4 10.1109/TSG.2010.2045906 |
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| References | ref15 (ref14) 2013 wellinghoff (ref3) 2007; 28 (ref12) 0 ref2 (ref1) 2006 (ref10) 0 ref17 (ref27) 1999; 14 ref19 eyer (ref22) 0 (ref26) 2011 (ref18) 2011 ref24 ref23 ref25 ref20 (ref28) 2011 ref21 (ref13) 0 (ref11) 0 (ref8) 0 (ref6) 0 (ref9) 2009 ref7 (ref4) 0 ref5 david (ref16) 1992; 139 |
| References_xml | – volume: 139 start-page: 315 year: 1992 ident: ref16 article-title: consumer rationality assumptions in the real-time pricing of electricity publication-title: Generation Transmission and Distribution [see also IEE Proceedings-Generation Transmission and Distribution] IEE Proceedings C doi: 10.1049/ip-c.1992.0047 – year: 2011 ident: ref18 publication-title: Demand Response Compensation in Organized Wholesale Energy Markets – year: 2011 ident: ref28 publication-title: Recent ISO Software Enhancements and Future Software and Modeling Plans – year: 0 ident: ref8 publication-title: Long-Term Reliability Assessment North American Electric Reliability Corporation (NERC) – ident: ref20 doi: 10.1109/TPWRS.2013.2254728 – ident: ref19 doi: 10.1109/TSG.2011.2157181 – ident: ref21 doi: 10.1109/JSYST.2011.2162877 – year: 0 ident: ref13 publication-title: ISO New England Load Response Program Manual New England Independent System Operator (ISO-NE) – year: 0 ident: ref12 publication-title: PJM Economic Load Response Program Pennsylvania?New Jersey?Maryland (PJM) Interconnection – ident: ref17 doi: 10.1109/ISGT.2010.5434766 – year: 0 ident: ref10 publication-title: Participating Load Technical Standard California Independent System Operator (CAISO) – ident: ref23 doi: 10.1109/TSG.2010.2046430 – year: 0 ident: ref4 publication-title: Assessment of Demand Response and Advanced Metering – year: 0 ident: ref6 publication-title: Wholesale Competition in Regions With Organized Electric Markets – ident: ref24 doi: 10.1002/047122412X – year: 2011 ident: ref26 – ident: ref25 doi: 10.1109/PES.2011.6039627 – volume: 14 start-page: 1010 year: 1999 ident: ref27 article-title: The IEEE reliability test system?1996 publication-title: IEEE Trans Power Syst – volume: 28 start-page: 389 year: 2007 ident: ref3 article-title: Recognizing the importance of demand response: The second half of the wholesale electric market equation publication-title: Energy Law J – year: 2009 ident: ref9 publication-title: North America Energy Standard Bureau (NAESB) and UCA International Users Group (UCAIug) Framework for Integrated Demand Response (DR) and Distributed Energy Resources (DER) Models 12th – year: 0 ident: ref11 publication-title: Day-Ahead Demand Response Program Manual New York Independent System Operator (NYISO) – year: 2013 ident: ref14 publication-title: Midwest ISO (MISO) Demand Response Business Practice Manual – ident: ref5 doi: 10.1109/TPWRS.2003.810692 – ident: ref15 doi: 10.1109/TSG.2013.2257894 – ident: ref2 doi: 10.1016/S1040-6190(02)00277-4 – year: 2006 ident: ref1 publication-title: Benefits of Demand Response in Electricity Markets and Recommendations for Achieving Them – ident: ref7 doi: 10.1109/TSG.2010.2045906 – year: 0 ident: ref22 |
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| SubjectTerms | Day-ahead scheduling Energy storage equivalent load aggregation hourly demand response ISO Load management Load modeling Mixed integer linear programming Power markets Scheduling |
| Title | ISO's Optimal Strategies for Scheduling the Hourly Demand Response in Day-Ahead Markets |
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