Distribution LMP-Based Demand Management in Industrial Park via a Bi-Level Programming Approach

To enhance industrial park's economic gains and effectively allocate its electricity bill among industrial users with combined heat and power (CHP) units and photovoltaic (PV) panels, this paper proposes a distribution locational marginal price (DLMP)-based bi-level demand management approach....

Full description

Saved in:

Bibliographic Details
Published in:	IEEE transactions on sustainable energy Vol. 12; no. 3; pp. 1695 - 1706
Main Authors:	Wei, Jingdong, Zhang, Yao, Wang, Jianxue, Wu, Lei
Format:	Journal Article
Language:	English
Published:	Piscataway IEEE 01.07.2021 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Bi-level optimization Cogeneration combined heat and power distribution locational marginal price Electricity Energy consumption Industrial parks Mathematical programming mathematical programming with equilibrium constraints Mixed integer mixed-integer second-order conic programming Optimization Photovoltaic cells Photovoltaic systems Photovoltaics Reactive power solar photovoltaics
ISSN:	1949-3029, 1949-3037
Online Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!

Abstract	To enhance industrial park's economic gains and effectively allocate its electricity bill among industrial users with combined heat and power (CHP) units and photovoltaic (PV) panels, this paper proposes a distribution locational marginal price (DLMP)-based bi-level demand management approach. The upper level optimizes dispatching decisions of industrial users with the objective of minimizing their energy bills, and the lower level is a DLMP-based market clearing problem to minimize the two-part tariff cost of the industrial park operator. In order to solve the proposed bi-level model efficiently, it is first equivalently converted into a single-level mathematical programming with equilibrium constraints (MPEC), and then reformulated as a mixed-integer second-order conic programming (MISOCP) model by linearizing bilinear terms. Numerical results demonstrate the effectiveness of our proposed bi-level method in lowering industrial park's electricity bill and achieving effective allocation among users.
AbstractList	To enhance industrial park's economic gains and effectively allocate its electricity bill among industrial users with combined heat and power (CHP) units and photovoltaic (PV) panels, this paper proposes a distribution locational marginal price (DLMP)-based bi-level demand management approach. The upper level optimizes dispatching decisions of industrial users with the objective of minimizing their energy bills, and the lower level is a DLMP-based market clearing problem to minimize the two-part tariff cost of the industrial park operator. In order to solve the proposed bi-level model efficiently, it is first equivalently converted into a single-level mathematical programming with equilibrium constraints (MPEC), and then reformulated as a mixed-integer second-order conic programming (MISOCP) model by linearizing bilinear terms. Numerical results demonstrate the effectiveness of our proposed bi-level method in lowering industrial park's electricity bill and achieving effective allocation among users.
Author	Wang, Jianxue Zhang, Yao Wei, Jingdong Wu, Lei
Author_xml	– sequence: 1 givenname: Jingdong surname: Wei fullname: Wei, Jingdong email: weijingdong6010@163.com organization: School of Electrical Engineering, Xi'an Jiaotong University, Xi'an, China – sequence: 2 givenname: Yao orcidid: 0000-0002-2106-1350 surname: Zhang fullname: Zhang, Yao email: yaozhang_ee@xjtu.edu.cn organization: School of Electrical Engineering, Xi'an Jiaotong University, Xi'an, China – sequence: 3 givenname: Jianxue orcidid: 0000-0002-0596-0815 surname: Wang fullname: Wang, Jianxue email: jxwang@mail.xjtu.edu.cn organization: School of Electrical Engineering, Xi'an Jiaotong University, Xi'an, China – sequence: 4 givenname: Lei orcidid: 0000-0002-0722-5769 surname: Wu fullname: Wu, Lei email: lwu11@stevens.edu organization: Electrical and Computer Engineering Department, Stevens Institute of Technology, Hoboken, NJ, USA
BookMark	eNp9kctOwzAQRS1UJErpByA2llin-JFHvewLqJSKSpS15cST4tI4xUkq8fc4atUFC2Zjj33vXOnMLerZygJC95SMKCXiafO-WYwYYXTEScxIGF6hPhWhCDjhSe9yZ-IGDet6R3xxzmNO-kjOTd04k7WNqSxOV-tgqmrQeA6lshqvlFVbKME22Fi8tLrt1GqP18p94aNRWOGpCVI4gn9z1dapsjR2iyeHg6tU_nmHrgu1r2F4Pgfo43mxmb0G6dvLcjZJg5wJ3gQgFAWdUKZznWSMcd9FOQ8hAh3nOgtBsSzJxiIS43FSxEWkKc9ZlDDtv6jmA_R4mutjv1uoG7mrWmd9pGRRGDIRJyz2KnpS5a6qaweFPDhTKvcjKZEdStmhlB1KeUbpPckfT24a1eFqnDL7f50PJ6cBgEuS8OBjv4BfleaC6g
CODEN	ITSEAJ
CitedBy_id	crossref_primary_10_1109_TSG_2023_3326928 crossref_primary_10_1016_j_est_2022_106215 crossref_primary_10_3390_en14175305 crossref_primary_10_3390_su13169423 crossref_primary_10_1016_j_cam_2022_114965 crossref_primary_10_1109_TASE_2025_3566098 crossref_primary_10_1016_j_apenergy_2022_118636 crossref_primary_10_1007_s12652_022_04419_2 crossref_primary_10_1016_j_renene_2022_06_029 crossref_primary_10_1155_er_7162558 crossref_primary_10_3390_en16073115 crossref_primary_10_3390_ijgi10110750 crossref_primary_10_1016_j_apenergy_2021_118494 crossref_primary_10_1109_TSTE_2022_3197175 crossref_primary_10_1109_TSTE_2022_3211865 crossref_primary_10_3390_electronics10172085 crossref_primary_10_1016_j_epsr_2023_109861 crossref_primary_10_1016_j_egyr_2022_06_086 crossref_primary_10_1016_j_energy_2025_135714 crossref_primary_10_3390_su13147702 crossref_primary_10_1109_TPWRS_2022_3170935 crossref_primary_10_1016_j_est_2024_110507 crossref_primary_10_1016_j_apenergy_2022_120347 crossref_primary_10_1049_gtd2_12272 crossref_primary_10_1109_JPROC_2022_3177230 crossref_primary_10_1109_TII_2024_3514128 crossref_primary_10_1016_j_eng_2025_02_014 crossref_primary_10_1016_j_ijepes_2024_110150 crossref_primary_10_1016_j_ijepes_2024_110099 crossref_primary_10_1016_j_ijepes_2024_110330 crossref_primary_10_1016_j_apenergy_2025_126415 crossref_primary_10_1109_TSTE_2024_3355123 crossref_primary_10_1186_s42162_025_00507_7 crossref_primary_10_1016_j_apenergy_2023_120812 crossref_primary_10_1016_j_energy_2025_137001 crossref_primary_10_1016_j_eswa_2025_128274 crossref_primary_10_1049_gtd2_12337 crossref_primary_10_1016_j_ijepes_2023_109054 crossref_primary_10_1109_JPHOTOV_2022_3220923
Cites_doi	10.1109/TPWRS.2020.3037831 10.1186/s41601-017-0040-6 10.1109/PESGM.2014.6938948 10.1109/TPWRS.2017.2767632 10.1109/TSG.2018.2887232 10.1109/TSTE.2014.2326821 10.1109/TSG.2019.2915679 10.1109/TSG.2018.2794329 10.1109/TPWRS.2018.2835663 10.1109/TPWRS.2016.2553961 10.1109/TPWRS.2019.2916144 10.1109/TPWRS.2013.2255318 10.1109/TPWRS.2009.2021230 10.1109/TPWRS.2017.2788052 10.1109/TSG.2019.2927833 10.1109/TSTE.2019.2961432 10.1109/TSTE.2018.2877586 10.1016/j.apenergy.2017.05.150 10.1016/j.apenergy.2019.114188 10.1016/j.apenergy.2018.03.150 10.1109/TSG.2016.2627139 10.1109/TSG.2016.2647620 10.1109/TPWRS.2016.2618374 10.1109/TSG.2013.2274373 10.1109/TSTE.2019.2927637 10.1109/TSG.2017.2673860 10.1109/TIA.2019.2903182 10.1109/TSG.2016.2647692 10.1109/TSTE.2018.2861986 10.3390/en13246729 10.1109/TSG.2015.2464374 10.1109/TSTE.2019.2945557 10.1109/TPWRS.2013.2255317
ContentType	Journal Article
Copyright	Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2021
Copyright_xml	– notice: Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2021
DBID	97E RIA RIE AAYXX CITATION 7SP 7ST 7TB 8FD C1K FR3 H8D KR7 L7M SOI
DOI	10.1109/TSTE.2021.3062044
DatabaseName	IEEE All-Society Periodicals Package (ASPP) 2005–Present IEEE All-Society Periodicals Package (ASPP) 1998–Present IEEE/IET Electronic Library (IEL) (UW System Shared) CrossRef Electronics & Communications Abstracts Environment Abstracts Mechanical & Transportation Engineering Abstracts Technology Research Database Environmental Sciences and Pollution Management Engineering Research Database Aerospace Database Civil Engineering Abstracts Advanced Technologies Database with Aerospace Environment Abstracts
DatabaseTitle	CrossRef Aerospace Database Civil Engineering Abstracts Technology Research Database Mechanical & Transportation Engineering Abstracts Electronics & Communications Abstracts Engineering Research Database Environment Abstracts Advanced Technologies Database with Aerospace Environmental Sciences and Pollution Management
DatabaseTitleList	Aerospace Database
Database_xml	– sequence: 1 dbid: RIE name: IEEE/IET Electronic Library (IEL) (UW System Shared) url: https://ieeexplore.ieee.org/ sourceTypes: Publisher
DeliveryMethod	fulltext_linktorsrc
Discipline	Engineering
EISSN	1949-3037
EndPage	1706
ExternalDocumentID	10_1109_TSTE_2021_3062044 9363600
Genre	orig-research
GrantInformation_xml	– fundername: Science and Technology Project of SGCC grantid: SGTJDK00DWJS1800232 – fundername: National Key R&D Program of China grantid: 2018YFB0905000 funderid: 10.13039/501100013290
GroupedDBID	0R~ 4.4 5VS 6IK 97E AAJGR AARMG AASAJ AAWTH ABAZT ABQJQ ABVLG ACIWK AENEX AFRAH AGQYO AGSQL AHBIQ AKJIK AKQYR ALMA_UNASSIGNED_HOLDINGS ATWAV BEFXN BFFAM BGNUA BKEBE BPEOZ EBS EJD HZ~ IFIPE IPLJI JAVBF M43 O9- OCL P2P RIA RIE RNS AAYXX CITATION 7SP 7ST 7TB 8FD C1K FR3 H8D KR7 L7M SOI
ID	FETCH-LOGICAL-c293t-e9a1ed712dcd7b2231ed5c34e5ed6cdb4ea2b7b8959887f6f5d13c2572d4ea1d3
IEDL.DBID	RIE
ISICitedReferencesCount	44
ISICitedReferencesURI	http://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=Summon&SrcAuth=ProQuest&DestLinkType=CitingArticles&DestApp=WOS_CPL&KeyUT=000665008500018&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D
ISSN	1949-3029
IngestDate	Mon Jun 30 08:19:52 EDT 2025 Tue Nov 18 22:34:46 EST 2025 Sat Nov 29 03:13:21 EST 2025 Wed Aug 27 02:27:20 EDT 2025
IsPeerReviewed	true
IsScholarly	true
Issue	3
Language	English
License	https://ieeexplore.ieee.org/Xplorehelp/downloads/license-information/IEEE.html https://doi.org/10.15223/policy-029 https://doi.org/10.15223/policy-037
LinkModel	DirectLink
MergedId	FETCHMERGED-LOGICAL-c293t-e9a1ed712dcd7b2231ed5c34e5ed6cdb4ea2b7b8959887f6f5d13c2572d4ea1d3
Notes	ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 14
ORCID	0000-0002-2106-1350 0000-0002-0722-5769 0000-0002-0596-0815
PQID	2544296726
PQPubID	2040348
PageCount	12
ParticipantIDs	crossref_primary_10_1109_TSTE_2021_3062044 crossref_citationtrail_10_1109_TSTE_2021_3062044 proquest_journals_2544296726 ieee_primary_9363600
PublicationCentury	2000
PublicationDate	2021-07-01
PublicationDateYYYYMMDD	2021-07-01
PublicationDate_xml	– month: 07 year: 2021 text: 2021-07-01 day: 01
PublicationDecade	2020
PublicationPlace	Piscataway
PublicationPlace_xml	– name: Piscataway
PublicationTitle	IEEE transactions on sustainable energy
PublicationTitleAbbrev	TSTE
PublicationYear	2021
Publisher	IEEE The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher_xml	– name: IEEE – name: The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
References	ref13 ref34 ref12 ref15 ref14 ref31 ref30 ref33 ref11 ref10 ref2 ref1 ref17 ref16 ref19 ref18 ref24 ref23 ref26 ref25 ref20 ref22 ref21 ref28 ref27 (ref32) 0 ref29 ref8 ref7 ref9 ref4 ref3 ref6 ref5
References_xml	– ident: ref3 doi: 10.1109/TPWRS.2020.3037831 – ident: ref4 doi: 10.1186/s41601-017-0040-6 – ident: ref12 doi: 10.1109/PESGM.2014.6938948 – ident: ref20 doi: 10.1109/TPWRS.2017.2767632 – ident: ref33 doi: 10.1109/TSG.2018.2887232 – ident: ref30 doi: 10.1109/TSTE.2014.2326821 – ident: ref8 doi: 10.1109/TSG.2019.2915679 – ident: ref2 doi: 10.1109/TSG.2018.2794329 – ident: ref29 doi: 10.1109/TPWRS.2018.2835663 – ident: ref11 doi: 10.1109/TPWRS.2016.2553961 – ident: ref27 doi: 10.1109/TPWRS.2019.2916144 – ident: ref34 doi: 10.1109/TPWRS.2013.2255318 – ident: ref28 doi: 10.1109/TPWRS.2009.2021230 – ident: ref26 doi: 10.1109/TPWRS.2017.2788052 – ident: ref24 doi: 10.1109/TSG.2019.2927833 – ident: ref17 doi: 10.1109/TSTE.2019.2961432 – ident: ref18 doi: 10.1109/TSTE.2018.2877586 – ident: ref16 doi: 10.1016/j.apenergy.2017.05.150 – ident: ref23 doi: 10.1016/j.apenergy.2019.114188 – ident: ref7 doi: 10.1016/j.apenergy.2018.03.150 – ident: ref21 doi: 10.1109/TSG.2016.2627139 – ident: ref10 doi: 10.1109/TSG.2016.2647620 – ident: ref9 doi: 10.1109/TPWRS.2016.2618374 – year: 0 ident: ref32 article-title: Data file for the bi-level industrial park demand management – ident: ref22 doi: 10.1109/TSG.2013.2274373 – ident: ref13 doi: 10.1109/TSTE.2019.2927637 – ident: ref19 doi: 10.1109/TSG.2017.2673860 – ident: ref5 doi: 10.1109/TIA.2019.2903182 – ident: ref31 doi: 10.1109/TSG.2016.2647692 – ident: ref6 doi: 10.1109/TSTE.2018.2861986 – ident: ref14 doi: 10.3390/en13246729 – ident: ref15 doi: 10.1109/TSG.2015.2464374 – ident: ref1 doi: 10.1109/TSTE.2019.2945557 – ident: ref25 doi: 10.1109/TPWRS.2013.2255317
SSID	ssj0000333630
Score	2.4739635
Snippet	To enhance industrial park's economic gains and effectively allocate its electricity bill among industrial users with combined heat and power (CHP) units and...
SourceID	proquest crossref ieee
SourceType	Aggregation Database Enrichment Source Index Database Publisher
StartPage	1695
SubjectTerms	Bi-level optimization Cogeneration combined heat and power distribution locational marginal price Electricity Energy consumption Industrial parks Mathematical programming mathematical programming with equilibrium constraints Mixed integer mixed-integer second-order conic programming Optimization Photovoltaic cells Photovoltaic systems Photovoltaics Reactive power solar photovoltaics
Title	Distribution LMP-Based Demand Management in Industrial Park via a Bi-Level Programming Approach
URI	https://ieeexplore.ieee.org/document/9363600 https://www.proquest.com/docview/2544296726
Volume	12
WOSCitedRecordID	wos000665008500018&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D
hasFullText	1
inHoldings	1
isFullTextHit
isPrint
journalDatabaseRights	– providerCode: PRVIEE databaseName: IEEE/IET Electronic Library (IEL) (UW System Shared) customDbUrl: eissn: 1949-3037 dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0000333630 issn: 1949-3029 databaseCode: RIE dateStart: 20100101 isFulltext: true titleUrlDefault: https://ieeexplore.ieee.org/ providerName: IEEE
link	http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlV1LSwMxEA61eNCDrypWq-TgSUy7yb6aY6stHmopWKG3JY9ZKNit9PX7TXbTraII3nZJMiz5NplJZuYbhO6UkG0hmCKSak4CGVAigVESpUa92WLHqc6RHsTDYXsy4aMKeihzYQAgDz6Dpn3Mffl6rtb2qqzFfctuZQ7oe3EcFbla5X2K5_umNc9_5IF15zPunJjU463x67hnDoOMNo2JzLwg-KaG8roqPzbjXMP0j__3bSfoyFmSuFNAf4oqkJ2hwy_8gjWUPFlaXFfRCg9eRqRrlJbGTzATmca70Bc8zfCuiAe2qdB4MxVY4O6UDGxcER4VgVwzIxh3HBH5OXrr98aPz8RVVCDKqPUVAS4o6JgyrXQsjWVg3kLlBxCCjpSWAQgmY9nmITebTxqloaa-MquaadNEtX-Bqtk8g0uEuTGkfKXSKIwhYEC58JQRxkArAzCTdeRtJzhRjm7cVr14T_Jjh8cTi0liMUkcJnV0Xw75KLg2_upcsyCUHd3811Fji2LiVuMysTRsjEcxi65-H3WNDqzsIgy3gaqrxRpu0L7arKbLxW3-o30Ck6LQZA
linkProvider	IEEE
linkToHtml	http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlV1LT9wwEB6tKFLh0FKgYikPHzihGmLHSdZHXitQw2olthI3y4-JtBKbrfbB78dOzNKqVSVuifyI5S_2zNgz3wCcWG16WnNLDXOSCiMYNcgZzSsv3kKy48o1SJfFYNB7fJTDDnxfxcIgYuN8hmfhsbnLd1O7DEdl5zIN7FbeQP-QCcGTNlprdaKSpKkvbyIgpQgX-lzGa0yWyPPRw-jGm4OcnXklmSdC_CGImswqf23HjYzpf37f6LbgU9QlyUUL_hfoYL0Nm78xDO6Aug7EuDGnFSnvh_TSiy1HrnGia0fenF_IuCZvaTxICIYmz2NNNLkc0zJ4FpFh68o18R2Ti0hFvgs_-zejq1sacypQ6wX7gqLUDF3BuLOuMF438G-ZTQVm6HLrjEDNTWF6MpN--6nyKnMstX5dc-eLmEu_wlo9rXEPiPSqVGptlWcFCo5M6sT6zjg66yHmpgvJ6wQrGwnHQ96LJ9UYHolUARMVMFERky6crpr8atk2_ld5J4CwqhjnvwsHryiquB7nKhCxcZkXPN__d6tj-Hg7ui9VeTf48Q02wndap9wDWFvMlngI6_Z5MZ7Pjpqf7gWT-tOr
openUrl	ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Distribution+LMP-Based+Demand+Management+in+Industrial+Park+via+a+Bi-Level+Programming+Approach&rft.jtitle=IEEE+transactions+on+sustainable+energy&rft.au=Wei%2C+Jingdong&rft.au=Zhang%2C+Yao&rft.au=Wang%2C+Jianxue&rft.au=Wu%2C+Lei&rft.date=2021-07-01&rft.pub=IEEE&rft.issn=1949-3029&rft.volume=12&rft.issue=3&rft.spage=1695&rft.epage=1706&rft_id=info:doi/10.1109%2FTSTE.2021.3062044&rft.externalDocID=9363600
thumbnail_l	http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=1949-3029&client=summon
thumbnail_m	http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=1949-3029&client=summon
thumbnail_s	http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=1949-3029&client=summon