计及出行行为调整的综合能源系统双层博弈优化策略

TM73; 针对园区综合能源系统中各个主体的利益难以兼顾及新能源汽车出行计划临时变动会对系统运行带来不利影响的问题,提出了考虑车主出行行为调整的电热氢综合能源系统双层博弈优化运行策略.首先,建立以能源运营商(IESO)、负荷聚合商(ULA)和新能源汽车负荷聚合商(NEV-LA)为主体的Stackelberg-Shapley双层博弈框架;其次,将双层博弈框架嵌入两阶段模型预测控制滚动调度模型中,并在第1阶段引入惩罚博弈机制,抑制车主按照个人意愿无序改变充电计划的行为;最后,联合沙丘猫优化算法与CPLEX求解器对博弈模型进行求解.仿真结果表明:所提策略与无惩罚博弈机制的滚动优化运行策略及考虑惩罚博...

Full description

Saved in:
Bibliographic Details
Published in西安交通大学学报 Vol. 58; no. 4; pp. 54 - 63
Main Authors 贾士铎, 康小宁, 田博文, 崔金旭, 萧淑文, 李昕盈
Format Journal Article
LanguageChinese
Published 西安交通大学电气工程学院,710049,西安 01.04.2024
Subjects
电热氢综合能源系统
滚动优化运行
双层博弈
two-layer game
新能源汽车
出行行为调整
new energy vehicle
travel behavior adjustment
rolling optimization operation
electric-thermal-hydrogen integrated energy system
Online AccessGet full text
ISSN0253-987X
DOI10.7652/xjtuxb202404005

Cover

Abstract TM73; 针对园区综合能源系统中各个主体的利益难以兼顾及新能源汽车出行计划临时变动会对系统运行带来不利影响的问题,提出了考虑车主出行行为调整的电热氢综合能源系统双层博弈优化运行策略.首先,建立以能源运营商(IESO)、负荷聚合商(ULA)和新能源汽车负荷聚合商(NEV-LA)为主体的Stackelberg-Shapley双层博弈框架;其次,将双层博弈框架嵌入两阶段模型预测控制滚动调度模型中,并在第1阶段引入惩罚博弈机制,抑制车主按照个人意愿无序改变充电计划的行为;最后,联合沙丘猫优化算法与CPLEX求解器对博弈模型进行求解.仿真结果表明:所提策略与无惩罚博弈机制的滚动优化运行策略及考虑惩罚博弈机制的单断面优化运行策略对比,能源运营商的收益分别提高了 4.43％、7.75％,负荷聚合商的剩余价值分别提高了 6.48％、12.18％,电动汽车负荷调度成本分别减少了 13.64％、4.43％,验证了所提策略具有更好的系统运行经济性.
AbstractList TM73; 针对园区综合能源系统中各个主体的利益难以兼顾及新能源汽车出行计划临时变动会对系统运行带来不利影响的问题,提出了考虑车主出行行为调整的电热氢综合能源系统双层博弈优化运行策略.首先,建立以能源运营商(IESO)、负荷聚合商(ULA)和新能源汽车负荷聚合商(NEV-LA)为主体的Stackelberg-Shapley双层博弈框架;其次,将双层博弈框架嵌入两阶段模型预测控制滚动调度模型中,并在第1阶段引入惩罚博弈机制,抑制车主按照个人意愿无序改变充电计划的行为;最后,联合沙丘猫优化算法与CPLEX求解器对博弈模型进行求解.仿真结果表明:所提策略与无惩罚博弈机制的滚动优化运行策略及考虑惩罚博弈机制的单断面优化运行策略对比,能源运营商的收益分别提高了 4.43％、7.75％,负荷聚合商的剩余价值分别提高了 6.48％、12.18％,电动汽车负荷调度成本分别减少了 13.64％、4.43％,验证了所提策略具有更好的系统运行经济性.
Abstract_FL To address the challenge of balancing the interests of various stakeholders within the regional integrated energy system and mitigate the adverse effects of sudden changes in vehicle owners'travel plans on system operation,a two-layer game optimization operation strategy for the electric-thermal-hydrogen integrated energy system is proposed while considering adjustments in the travel plans of vehicle owners.Initially,a two-layer Stackelberg-Shapley game framework is established,with the integrated energy system operator(IESO),user load aggregator(ULA),and new energy vehicle load aggregator(NEVLA)serving as the main entities.Subsequently,the two-layer game framework is embedded into the two-stage model predictive control rolling scheduling model,and the penalty game mechanism is introduced in the first stage to discourage vehicle owners from arbitrarily changing their charging plans.Ultimately,the equilibrium solution of the game model is jointly solved using the sand cat swarm optimization algorithm and CPLEX.The simulation results show that compared with the rolling optimization operation strategy without a penalty game mechanism and the single-section optimization operation strategy considering the penalty game mechanism,the proposed strategy has increased the IESO income by 4.43％and 7.75％,increased the residual value of ULA by 6.48％and 12.18％,and reduced the EV load scheduling cost by 13.64％and 4.43％respectively.The verification demonstrates better economic performance of the proposed strategy in system operation.
Author 萧淑文
李昕盈
贾士铎
康小宁
田博文
崔金旭
AuthorAffiliation 西安交通大学电气工程学院,710049,西安
AuthorAffiliation_xml – name: 西安交通大学电气工程学院,710049,西安
Author_FL KANG Xiaoning
CUI Jinxu
XIAO Shuwen
TIAN Bowen
LI Xinying
JIA Shiduo
Author_FL_xml – sequence: 1
  fullname: JIA Shiduo
– sequence: 2
  fullname: KANG Xiaoning
– sequence: 3
  fullname: TIAN Bowen
– sequence: 4
  fullname: CUI Jinxu
– sequence: 5
  fullname: XIAO Shuwen
– sequence: 6
  fullname: LI Xinying
Author_xml – sequence: 1
  fullname: 贾士铎
– sequence: 2
  fullname: 康小宁
– sequence: 3
  fullname: 田博文
– sequence: 4
  fullname: 崔金旭
– sequence: 5
  fullname: 萧淑文
– sequence: 6
  fullname: 李昕盈
BookMark eNpNjz1Lw1AYhe9QwVo7-xscou_9Su4dpdQPKLgouJWb9EYMkoJpMbMVLFJplxbpIh0cFUUHSeK_6W3yMwzoIBx4lsNzOBuoEnZDjdAWhh3H5mQ3Dnr92CVAGDAAXkFVIJxaUjhn66geRRcucEwdblNZRc3idWHG9-YuKRajMsuvpHgbrKaf-fw2TzMzGRaD71UyyT_SPH0y45F5vzEPc5MNl9mjGc3yl1k-fd5Ea766jHT9jzV0ut88aRxareODo8Zey4owMG4JCdrVHuEd4XlESg4UlGDYLckJE1jb1FFUE6qh7AjMqOf4yme-Au6ApDW0_eu9VqGvwvN20O1fheViO1ZBrxP_u01_APiyZ_I
ClassificationCodes TM73
ContentType Journal Article
Copyright Copyright © Wanfang Data Co. Ltd. All Rights Reserved.
Copyright_xml – notice: Copyright © Wanfang Data Co. Ltd. All Rights Reserved.
DBID 2B.
4A8
92I
93N
PSX
TCJ
DOI 10.7652/xjtuxb202404005
DatabaseName Wanfang Data Journals - Hong Kong
WANFANG Data Centre
Wanfang Data Journals
万方数据期刊 - 香港版
China Online Journals (COJ)
China Online Journals (COJ)
DatabaseTitleList
DeliveryMethod fulltext_linktorsrc
Discipline Engineering
DocumentTitle_FL A Two-Layer Game Optimization Operation Strategy for the Electric-Thermal-Hydrogen Integrated Energy System Considering Vehicle Owner Travel Behavior Adjustments
EndPage 63
ExternalDocumentID xajtdxxb202404005
GrantInformation_xml – fundername: 国家自然科学基金
  funderid: (52061635105)
GroupedDBID -03
2B.
4A8
5XA
5XD
92H
92I
93N
AAABJ
AAQEF
ABLSY
ABPYQ
ABVRV
ACECN
ACGFS
ACTRF
ADCJG
ADGMY
ADMLS
ADMQQ
ADRFT
ADZSZ
AENOO
AEXCR
AFSCH
AFTSM
AFZMG
AHIBC
AIVZI
AJZVN
ALMA_UNASSIGNED_HOLDINGS
AMVHM
CCEZO
CEKLB
CW9
PDI
PSX
TCJ
TGT
U1G
U5M
UY8
ID FETCH-LOGICAL-s1045-890ebec25d8cc2995030a841b03052481e637a3e23e05d88143c7faf4fa057093
ISSN 0253-987X
IngestDate Thu May 29 04:05:50 EDT 2025
IsPeerReviewed false
IsScholarly true
Issue 4
Keywords 电热氢综合能源系统
滚动优化运行
双层博弈
two-layer game
新能源汽车
出行行为调整
new energy vehicle
travel behavior adjustment
rolling optimization operation
electric-thermal-hydrogen integrated energy system
Language Chinese
LinkModel OpenURL
MergedId FETCHMERGED-LOGICAL-s1045-890ebec25d8cc2995030a841b03052481e637a3e23e05d88143c7faf4fa057093
PageCount 10
ParticipantIDs wanfang_journals_xajtdxxb202404005
PublicationCentury 2000
PublicationDate 2024-04-01
PublicationDateYYYYMMDD 2024-04-01
PublicationDate_xml – month: 04
  year: 2024
  text: 2024-04-01
  day: 01
PublicationDecade 2020
PublicationTitle 西安交通大学学报
PublicationTitle_FL Journal of Xi'an Jiaotong University
PublicationYear 2024
Publisher 西安交通大学电气工程学院,710049,西安
Publisher_xml – name: 西安交通大学电气工程学院,710049,西安
SSID ssib051375639
ssib052002712
ssj0040370
ssib002258166
ssib001129897
ssib023167206
Score 2.4322002
Snippet TM73; 针对园区综合能源系统中各个主体的利益难以兼顾及新能源汽车出行计划临时变动会对系统运行带来不利影响的问题,提出了考虑车主出行行为调整的电热氢综合能源系统双层...
SourceID wanfang
SourceType Aggregation Database
StartPage 54
Title 计及出行行为调整的综合能源系统双层博弈优化策略
URI https://d.wanfangdata.com.cn/periodical/xajtdxxb202404005
Volume 58
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
journalDatabaseRights – providerCode: PRVEBS
  databaseName: Inspec with Full Text
  issn: 0253-987X
  databaseCode: ADMLS
  dateStart: 20240301
  customDbUrl:
  isFulltext: true
  dateEnd: 99991231
  titleUrlDefault: https://www.ebsco.com/products/research-databases/inspec-full-text
  omitProxy: false
  ssIdentifier: ssj0040370
  providerName: EBSCOhost
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV1Lb9QwELZKe4ED4ineqhA-BvKwHfvo7KaqEOVCK_VWJdkE1MMi0a206pEiUaGi9tIK9YJ64AgCwQFty79puvszmHHSxmo5lEqraGJ_Hs941h7bcSaEPOq4WYaLHUflXuGwosgdJTPhFCJIO_j8MDUh82eei-k59nSez49dGFinlpZ76eNs5Z_vlZzHqpAGdsW3ZP_DssdMIQFosC9cwcJwPZONaSypjqn2aMypnKJSGyKkkTZZHpUti2A0knVW5FIZ0FhQxWnEaBxSpak0RBTRqIV8FGAkggEZtREMZSERMQHCKrCaOqrdlIqgLt-ktJEnprQMH4aEkiYLCIHFdbsmQAzN7YmyERvKGuago1SGg6YahFTmfIZhDrc6NESbamERAluj5gl_KKM0MIgNJKA6QjYqoDJuIBwriAw7bKDjur0GAqIyzGwUFKhC485NYYYoFBPgnoGgrvYOi28fzME-cV6FK4G4MY9rquWoArDC9gXjRRYYNFZU-9CvMNwSU0CcrtfyDT4PoFOF87Yj49LqsMzySlWY7np-U_mTk54zFBwj8fYXe8v9FBsBB3feTBKOj272k8Vep29hLpAJPxTCHycTuj3z7EUzGfcwur-9WcDxIfXRvY8xGPzmGT_3gpCLJkYtxgPzwyYYHHODsNoxrVWvAnWh4E9OiG1ewOsWSfelNVecvUIu14u8SV312KtkbOXVNXLJCv15ncSjb7vlxofy_WC0uw6_g9-D0ffVw61fw513w739cnNttPrncLA5_Lk33PtcbqyXP96WH3fK_bWD_U_l-vbw6_Zw68sNMjcVz7amnfqTJs6SB4snRyoXR02fdySMkUpx8LGJZF6Kftdn0stFECZB7ge5CxgJq5ksLJKCFQksrFwV3CTj3dfd_BaZDIVXJEEiE5EqxpifCJXlrpfinlbB8-w2eVg3wkI9ZC0tnDLenbOA7pKLTbe4R8Z7b5bz-zAV76UPapv_BT5-qwI
linkProvider EBSCOhost
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=%E8%AE%A1%E5%8F%8A%E5%87%BA%E8%A1%8C%E8%A1%8C%E4%B8%BA%E8%B0%83%E6%95%B4%E7%9A%84%E7%BB%BC%E5%90%88%E8%83%BD%E6%BA%90%E7%B3%BB%E7%BB%9F%E5%8F%8C%E5%B1%82%E5%8D%9A%E5%BC%88%E4%BC%98%E5%8C%96%E7%AD%96%E7%95%A5&rft.jtitle=%E8%A5%BF%E5%AE%89%E4%BA%A4%E9%80%9A%E5%A4%A7%E5%AD%A6%E5%AD%A6%E6%8A%A5&rft.au=%E8%B4%BE%E5%A3%AB%E9%93%8E&rft.au=%E5%BA%B7%E5%B0%8F%E5%AE%81&rft.au=%E7%94%B0%E5%8D%9A%E6%96%87&rft.au=%E5%B4%94%E9%87%91%E6%97%AD&rft.date=2024-04-01&rft.pub=%E8%A5%BF%E5%AE%89%E4%BA%A4%E9%80%9A%E5%A4%A7%E5%AD%A6%E7%94%B5%E6%B0%94%E5%B7%A5%E7%A8%8B%E5%AD%A6%E9%99%A2%2C710049%2C%E8%A5%BF%E5%AE%89&rft.issn=0253-987X&rft.volume=58&rft.issue=4&rft.spage=54&rft.epage=63&rft_id=info:doi/10.7652%2Fxjtuxb202404005&rft.externalDocID=xajtdxxb202404005
thumbnail_s http://utb.summon.serialssolutions.com/2.0.0/image/custom?url=http%3A%2F%2Fwww.wanfangdata.com.cn%2Fimages%2FPeriodicalImages%2Fxajtdxxb%2Fxajtdxxb.jpg