Interval optimal scheduling of integrated electricity and district heating systems considering dynamic characteristics of heating network

Coordinated operation of integrated electricity and district heating system (IEDHS) has great potential to enhance the flexibility of the power system to cope with the wind power curtailment. This study proposes an interval optimal scheduling algorithm for IEDHSs, considering the dynamic characteris...

Full description

Saved in:
Bibliographic Details
Published in:Energy systems integration Vol. 2; no. 3; pp. 179 - 186
Main Authors: Chen, Houhe, Zhang, Ting, Zhang, Rufeng, Jiang, Tao, Li, Xue, Li, Guoqing
Format: Journal Article
Language:English
Published: Tianjin The Institution of Engineering and Technology 01.09.2020
John Wiley & Sons, Inc
Subjects:
12‐node district heating system
6‐node district heating system
Algorithms
Alternative energy sources
Cooling
Cost analysis
District heating
district heating systems
Dynamic characteristics
dynamic characteristics including transmission delay
Efficiency
Electricity
Energy storage
Heat
heat losses
Heating
Heating load
heating loads
heating network
Heating systems
IEDHS operation cost
IEEE 39‐bus electricity system
Integrated approach
integrated electricity
interval optimal scheduling algorithm
interval optimal scheduling model
load flow
optimisation
PJM 5‐bus electricity system
power markets
power system
Probability distribution
Random variables
Renewable resources
Reserve requirements
Scheduling
Supply chains
Water temperature
Wind farms
Wind power
wind power curtailment
wind power plants
ISSN:2516-8401, 2516-8401
Online Access:Get full text
Tags: Add Tag
No Tags, Be the first to tag this record!
Abstract Coordinated operation of integrated electricity and district heating system (IEDHS) has great potential to enhance the flexibility of the power system to cope with the wind power curtailment. This study proposes an interval optimal scheduling algorithm for IEDHSs, considering the dynamic characteristics of the heating network. The model of the district heating system with dynamic characteristics including transmission delay and heat losses, is established in detail, and the uncertainties of both wind power and electricity and heating loads are described with interval numbers. Then an interval optimal scheduling model of the IEDHS is formulated to minimise the IEDHS operation cost. The impacts of the transmission delay and heat losses of the heating network on the scheduling of the IEDHS are analysed. Case studies are performed on the PJM 5‐bus electricity system with a 6‐node district heating system and IEEE 39‐bus electricity system with a 12‐node district heating system to evaluate the effectiveness of the proposed model. The results demonstrate that the dynamic characteristics of the heating network can integrate more wind power and enlarge the width of the cost interval.
AbstractList Coordinated operation of integrated electricity and district heating system (IEDHS) has great potential to enhance the flexibility of the power system to cope with the wind power curtailment. This study proposes an interval optimal scheduling algorithm for IEDHSs, considering the dynamic characteristics of the heating network. The model of the district heating system with dynamic characteristics including transmission delay and heat losses, is established in detail, and the uncertainties of both wind power and electricity and heating loads are described with interval numbers. Then an interval optimal scheduling model of the IEDHS is formulated to minimise the IEDHS operation cost. The impacts of the transmission delay and heat losses of the heating network on the scheduling of the IEDHS are analysed. Case studies are performed on the PJM 5‐bus electricity system with a 6‐node district heating system and IEEE 39‐bus electricity system with a 12‐node district heating system to evaluate the effectiveness of the proposed model. The results demonstrate that the dynamic characteristics of the heating network can integrate more wind power and enlarge the width of the cost interval.
Author Chen, Houhe
Zhang, Rufeng
Jiang, Tao
Zhang, Ting
Li, Xue
Li, Guoqing
Author_xml – sequence: 1
  givenname: Houhe
  surname: Chen
  fullname: Chen, Houhe
  organization: Northeast Electric Power University
– sequence: 2
  givenname: Ting
  surname: Zhang
  fullname: Zhang, Ting
  organization: Northeast Electric Power University
– sequence: 3
  givenname: Rufeng
  surname: Zhang
  fullname: Zhang, Rufeng
  organization: Northeast Electric Power University
– sequence: 4
  givenname: Tao
  surname: Jiang
  fullname: Jiang, Tao
  email: tjiang@neepu.edu.cn
  organization: Northeast Electric Power University
– sequence: 5
  givenname: Xue
  surname: Li
  fullname: Li, Xue
  organization: Northeast Electric Power University
– sequence: 6
  givenname: Guoqing
  surname: Li
  fullname: Li, Guoqing
  organization: Northeast Electric Power University
BookMark eNqFkctOAyEUhonRxFsfwB2J66kHmM7FnRovTUxcqGtCmTMtOoUK1GYewbeWSTUxLnR14PB_54efQ7JrnUVCThiMGeT1mcGYYTBjDqweA-TFDjngE1ZkVQ5s98d6n4xCeAEAPoFcFPyAfExtRP-uOupW0SxTDXqBzbozdk5dS006nnsVsaHYoY7eaBN7qmxDGxOGbaQLVHGQhz5EXAaqnQ2mQT_0mt6qpdFUL5RXOlklyOgwjP7GLMaN86_HZK9VXcDRVz0izzfXT1d32f3D7fTq4j7TgkOZFXwGhRa5BuStVgyhrJpKYDnjINpKlzOoWF2oggHWouWCCd7WHNsZqBxxIo7I6Xbuyru3NYYoX9za22QpBdQ8mVR8UJVblfYuBI-tTO9O93U2emU6yUAO0csUvUzRyyF6OUSfSPaLXPkUrO__ZM63zMZ02P8PyOvHKb-8SR-Zl-ITtwagsg
CitedBy_id crossref_primary_10_1016_j_apenergy_2020_116124
crossref_primary_10_1016_j_epsr_2021_107683
crossref_primary_10_1016_j_ijepes_2021_107526
crossref_primary_10_1016_j_apenergy_2023_121038
crossref_primary_10_1016_j_energy_2022_124311
crossref_primary_10_1016_j_ijepes_2020_106522
crossref_primary_10_1016_j_seta_2021_101682
crossref_primary_10_1016_j_apenergy_2022_118586
crossref_primary_10_1016_j_applthermaleng_2022_119926
crossref_primary_10_1016_j_segan_2022_100618
Cites_doi 10.1016/j.solener.2019.03.034
10.1109/TSG.2015.2435011
10.1016/j.apenergy.2015.10.054
10.1109/TSTE.2017.2681108
10.1016/j.applthermaleng.2015.11.024
10.1109/TSTE.2014.2382122
10.1016/j.enbuild.2017.01.062
10.17775/CSEEJPES.2018.00030
10.1109/TSTE.2015.2500571
10.1016/j.apenergy.2017.05.004
10.1109/59.141794
10.1016/j.energy.2018.04.064
10.1109/TPWRS.2014.2356723
10.1109/TPWRS.2012.2191804
10.1016/j.apenergy.2016.08.139
10.1016/j.ejor.2008.12.019
10.1109/TSTE.2017.2718031
10.1016/j.apenergy.2018.09.068
10.1109/TPWRS.2012.2214405
10.1016/j.apenergy.2018.09.077
10.1049/iet-gtd.2009.0374
10.1016/j.renene.2018.06.068
10.1109/59.544642
10.1016/j.apenergy.2018.09.042
ContentType Journal Article
Copyright 2020 IET Energy Systems Integration published by John Wiley & Sons Ltd on behalf of The Institution of Engineering and Technology
Copyright John Wiley & Sons, Inc. 2020
Copyright_xml – notice: 2020 IET Energy Systems Integration published by John Wiley & Sons Ltd on behalf of The Institution of Engineering and Technology
– notice: Copyright John Wiley & Sons, Inc. 2020
DBID 24P
AAYXX
CITATION
8FE
8FG
ABJCF
ABUWG
AFKRA
ARAPS
AZQEC
BENPR
BGLVJ
CCPQU
DWQXO
GNUQQ
HCIFZ
JQ2
K7-
L6V
M7S
P5Z
P62
PHGZM
PHGZT
PIMPY
PKEHL
PQEST
PQGLB
PQQKQ
PQUKI
PRINS
PTHSS
DOI 10.1049/iet-esi.2019.0046
DatabaseName Wiley Online Library Open Access
CrossRef
ProQuest SciTech Collection
ProQuest Technology Collection
ProQuest Materials Science & Engineering
ProQuest Central (Alumni)
ProQuest Central UK/Ireland
Advanced Technologies & Computer Science Collection
ProQuest Central Essentials
ProQuest Central
Technology Collection
ProQuest One Community College
ProQuest Central
ProQuest Central Student
SciTech Premium Collection
ProQuest Computer Science Collection
Computer Science Database
ProQuest Engineering Collection
Engineering Database
Advanced Technologies & Aerospace Database
ProQuest Advanced Technologies & Aerospace Collection
ProQuest Central Premium
ProQuest One Academic (New)
Publicly Available Content Database
ProQuest One Academic Middle East (New)
ProQuest One Academic Eastern Edition (DO NOT USE)
One Applied & Life Sciences
ProQuest One Academic (retired)
ProQuest One Academic UKI Edition
ProQuest Central China
Engineering Collection
DatabaseTitle CrossRef
Publicly Available Content Database
Computer Science Database
ProQuest Central Student
Technology Collection
ProQuest One Academic Middle East (New)
ProQuest Advanced Technologies & Aerospace Collection
ProQuest Central Essentials
ProQuest Computer Science Collection
ProQuest Central (Alumni Edition)
SciTech Premium Collection
ProQuest One Community College
ProQuest Central China
ProQuest Central
ProQuest One Applied & Life Sciences
ProQuest Engineering Collection
ProQuest Central Korea
ProQuest Central (New)
Engineering Collection
Advanced Technologies & Aerospace Collection
Engineering Database
ProQuest One Academic Eastern Edition
ProQuest Technology Collection
ProQuest SciTech Collection
Advanced Technologies & Aerospace Database
ProQuest One Academic UKI Edition
Materials Science & Engineering Collection
ProQuest One Academic
ProQuest One Academic (New)
DatabaseTitleList Publicly Available Content Database
Database_xml – sequence: 1
  dbid: 24P
  name: Wiley Online Library Open Access
  url: https://authorservices.wiley.com/open-science/open-access/browse-journals.html
  sourceTypes: Publisher
– sequence: 2
  dbid: PIMPY
  name: Publicly Available Content Database
  url: http://search.proquest.com/publiccontent
  sourceTypes: Aggregation Database
DeliveryMethod fulltext_linktorsrc
Discipline Engineering
EISSN 2516-8401
EndPage 186
ExternalDocumentID 10_1049_iet_esi_2019_0046
ESI2BF00047
Genre article
GrantInformation_xml – fundername: International Clean Energy Talent Programme (iCET) of China Scholarship Council
– fundername: Integrated Energy System Innovation Team of Jilin Province
  funderid: 20180519015JH
– fundername: National Key Research and Development Program of China
  funderid: 2017YFB0903400
– fundername: National Natural Science Foundation of China
  funderid: 51677022; 51877033
GroupedDBID 0R~
1OC
24P
AAHHS
AAHJG
AAJGR
ABJCF
ABQXS
ACCFJ
ACCMX
ACESK
ACXQS
ADBBV
ADZOD
AEEZP
AEQDE
AFKRA
AIWBW
AJBDE
ALMA_UNASSIGNED_HOLDINGS
ALUQN
ARAPS
AVUZU
BCNDV
BENPR
BGLVJ
CCPQU
EBS
GROUPED_DOAJ
HCIFZ
IAO
IDLOA
IEP
ITC
K7-
M7S
M~E
OCL
OK1
PIMPY
PTHSS
RIE
ROL
RUI
AAMMB
AAYXX
ADMLS
AEFGJ
AFFHD
AGXDD
AIDQK
AIDYY
CITATION
PHGZM
PHGZT
PQGLB
WIN
8FE
8FG
ABUWG
AZQEC
DWQXO
GNUQQ
JQ2
L6V
P62
PKEHL
PQEST
PQQKQ
PQUKI
PRINS
ID FETCH-LOGICAL-c3207-62b06c34c0e2fca1e078d83e7b203f8c7b08196a610e93f23132f92efb0a4ee53
IEDL.DBID 24P
ISSN 2516-8401
IngestDate Wed Aug 13 04:13:46 EDT 2025
Sat Nov 29 03:50:05 EST 2025
Tue Nov 18 21:00:29 EST 2025
Wed Jan 22 16:30:28 EST 2025
IsDoiOpenAccess true
IsOpenAccess true
IsPeerReviewed true
IsScholarly true
Issue 3
Language English
License Attribution
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c3207-62b06c34c0e2fca1e078d83e7b203f8c7b08196a610e93f23132f92efb0a4ee53
Notes ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 14
OpenAccessLink https://onlinelibrary.wiley.com/doi/abs/10.1049%2Fiet-esi.2019.0046
PQID 3092320825
PQPubID 6853485
PageCount 8
ParticipantIDs proquest_journals_3092320825
crossref_citationtrail_10_1049_iet_esi_2019_0046
crossref_primary_10_1049_iet_esi_2019_0046
wiley_primary_10_1049_iet_esi_2019_0046_ESI2BF00047
PublicationCentury 2000
PublicationDate September 2020
2020-09-01
20200901
PublicationDateYYYYMMDD 2020-09-01
PublicationDate_xml – month: 09
  year: 2020
  text: September 2020
PublicationDecade 2020
PublicationPlace Tianjin
PublicationPlace_xml – name: Tianjin
PublicationTitle Energy systems integration
PublicationYear 2020
Publisher The Institution of Engineering and Technology
John Wiley & Sons, Inc
Publisher_xml – name: The Institution of Engineering and Technology
– name: John Wiley & Sons, Inc
References 2017; 8
2015; 6
2013; 28
2015; 30
2009
2016; 101
2016; 167
2009; 199
2017; 192
2011; 99
2017; 199
2019; 183
2015; 7
1996; 11
2018; 230
2018; 153
2017; 208
1992; 7
2018; 9
2018; 231
2016; 7
2018; 4
2018
2011; 21
2017; 140
2012; 27
2019; 130
2010; 4
(C21) 2012; 27
(C13) 2016; 167
(C17) 2017; 199
(C18) 1992; 7
(C26) 2009
(C23) 2011; 21
(C30) 1996; 11
(C25) 2015; 6
(C4) 2018; 230
(C7) 2017; 140
C1
(C14) 2015; 7
(C2) 2011; 99
(C6) 2017; 208
(C27) 2009; 199
(C19) 2013; 28
(C8) 2019; 183
(C16) 2018; 9
(C3) 2018; 231
(C20) 2013; 28
(C22) 2010; 4
(C15) 2017; 8
C31
(C9) 2018; 153
(C11) 2016; 101
(C28) 2017; 192
(C24) 2015; 6
(C12) 2019; 130
(C29) 2016; 7
(C5) 2018; 230
(C10) 2015; 30
(C32) 2018; 4
References_xml – volume: 231
  start-page: 1230
  year: 2018
  end-page: 1245
  article-title: Confidentiality preservation in user‐side integrated energy system management for cloud computing
  publication-title: Appl. Energy
– volume: 28
  start-page: 1550
  issue: 2
  year: 2013
  end-page: 1559
  article-title: Point estimate schemes to solve the probabilistic power flow
  publication-title: IEEE Trans. Power Syst.
– year: 2009
– volume: 7
  start-page: 480
  issue: 2
  year: 2016
  end-page: 492
  article-title: Transmission‐constrained unit commitment considering combined electricity and district heating networks
  publication-title: IEEE Trans. Sustain. Energy
– volume: 101
  start-page: 592
  year: 2016
  end-page: 600
  article-title: Economic optimization of a residential micro‐CHP system considering different operation strategies
  publication-title: Appl. Energy
– volume: 4
  start-page: 553
  issue: 5
  year: 2010
  end-page: 561
  article-title: Probabilistic analysis for optimal power flow under uncertainty
  publication-title: IET Gener. Transm. Distrib.
– volume: 230
  start-page: 1126
  year: 2018
  end-page: 1139
  article-title: Effects of the operation regulation modes of district heating system on an integrated heat and power dispatch system for wind power integration
  publication-title: Appl. Energy
– volume: 9
  start-page: 118
  issue: 1
  year: 2018
  end-page: 127
  article-title: Combined economic dispatch considering the time‐delay of district heating network and multi‐regional indoor temperature control
  publication-title: IEEE Trans. Sustain. Energy
– volume: 7
  start-page: 843
  issue: 2
  year: 1992
  end-page: 849
  article-title: Fuzzy modelling of power system optimal load flow
  publication-title: IEEE Trans. Power Syst.
– volume: 7
  start-page: 12
  issue: 1
  year: 2015
  end-page: 22
  article-title: Combined heat and power dispatch considering pipeline energy storage of district heating network
  publication-title: IEEE Trans. Sustain. Energy
– volume: 199
  start-page: 234
  year: 2017
  end-page: 246
  article-title: Optimal operation for integrated energy system considering thermal inertia of district heating network and buildings
  publication-title: Appl. Energy
– volume: 4
  start-page: 179
  issue: 2
  year: 2018
  end-page: 187
  article-title: Optimal energy flow and nodal energy pricing in carbon emission‐embedded integrated energy systems
  publication-title: CSEE J. Power Energy Syst.
– volume: 230
  start-page: 1242
  year: 2018
  end-page: 1254
  article-title: Modeling and optimal operation of community integrated energy systems: A case study from China
  publication-title: Appl. Energy
– volume: 21
  start-page: 2144
  issue: 2
  year: 2011
  end-page: 2148
  article-title: Stochastic method for the operation of a power system with wind generators and superconducting magnetic energy storages (SMESs)
  publication-title: IEEE Trans. Appl. Superconduct.
– volume: 208
  start-page: 1053
  year: 2017
  end-page: 1070
  article-title: Optimization approaches in district heating and cooling thermal network
  publication-title: Appl. Energy
– volume: 153
  start-page: 575
  year: 2018
  end-page: 591
  article-title: Integration of distributed energy storage into net‐zero energy district systems: optimum design and operation
  publication-title: Energy
– start-page: 1
  year: 2018
  end-page: 6
  article-title: Modeling of distributed energy system with multiple energy complementation
– volume: 11
  start-page: 1778
  issue: 4
  year: 1996
  end-page: 1784
  article-title: An algorithm for combined heat and power economic dispatch
  publication-title: IEEE Trans. Power Syst.
– volume: 6
  start-page: 443
  issue: 2
  year: 2015
  end-page: 453
  article-title: Coordination of hydro units with wind power generation using interval optimization
  publication-title: IEEE Trans. Sustain. Energy
– volume: 192
  start-page: 408
  year: 2017
  end-page: 419
  article-title: Optimal dispatch strategy for integrated energy systems with CCHP and wind power
  publication-title: Appl. Energy
– volume: 30
  start-page: 1848
  issue: 4
  year: 2015
  end-page: 1857
  article-title: Increasing the flexibility of combined heat and power for wind power integration in China: modeling and implications
  publication-title: IEEE Trans. Power Syst.
– volume: 6
  start-page: 2704
  issue: 6
  year: 2015
  end-page: 2713
  article-title: Modeling dynamic demand response using Monte Carlo simulation and interval mathematics for boundary estimation
  publication-title: IEEE Trans. Smart Grid
– volume: 27
  start-page: 2233
  issue: 4
  year: 2012
  end-page: 2241
  article-title: Probabilistic load flow in correlated uncertain environment using unscented transformation
  publication-title: IEEE Trans. Power Syst.
– volume: 99
  start-page: 133
  issue: 4
  year: 2011
  end-page: 148
  article-title: The future renewable electric energy delivery and management (FREEDM) system: the energy internet
  publication-title: Proc. IEEE
– volume: 167
  start-page: 244
  year: 2016
  end-page: 254
  article-title: Optimal operation of the integrated electrical and heating systems to accommodate the intermittent renewable sources
  publication-title: Appl. Energy
– volume: 8
  start-page: 1361
  issue: 4
  year: 2017
  end-page: 1372
  article-title: Decentralized solution for combined heat and power dispatch through benders decomposition
  publication-title: IEEE Trans. Sustain. Energy
– volume: 183
  start-page: 260
  year: 2019
  end-page: 275
  article-title: Hybrid solar and heat‐driven district cooling system: optimal integration T and control strategy
  publication-title: Sol. Energy
– volume: 140
  start-page: 121
  year: 2017
  end-page: 130
  article-title: Optimization approaches in district heating and cooling thermal network
  publication-title: Energy Build.
– volume: 130
  start-page: 371
  year: 2019
  end-page: 387
  article-title: Optimization of 4th generation distributed district heating system: design and planning of combined heat and power
  publication-title: Renew. Energy
– volume: 199
  start-page: 323
  issue: 2
  year: 2009
  end-page: 333
  article-title: Enhanced‐interval linear programming
  publication-title: Eur. J. Oper. Res.
– volume: 28
  start-page: 1179
  issue: 2
  year: 2013
  end-page: 1186
  article-title: A range arithmetic‐based optimization model for power flow analysis under interval uncertainty
  publication-title: IEEE Trans. Power Syst.
– volume: 183
  start-page: 260
  year: 2019
  ident: C8
  article-title: Hybrid solar and heat-driven district cooling system: optimal integration T and control strategy
  publication-title: Sol. Energy
  doi: 10.1016/j.solener.2019.03.034
– volume: 6
  start-page: 2704
  issue: 6
  year: 2015
  ident: C25
  article-title: Modeling dynamic demand response using Monte Carlo simulation and interval mathematics for boundary estimation
  publication-title: IEEE Trans. Smart Grid
  doi: 10.1109/TSG.2015.2435011
– volume: 167
  start-page: 244
  year: 2016
  ident: C13
  article-title: Optimal operation of the integrated electrical and heating systems to accommodate the intermittent renewable sources
  publication-title: Appl. Energy
  doi: 10.1016/j.apenergy.2015.10.054
– volume: 8
  start-page: 1361
  issue: 4
  year: 2017
  ident: C15
  article-title: Decentralized solution for combined heat and power dispatch through benders decomposition
  publication-title: IEEE Trans. Sustain. Energy
  doi: 10.1109/TSTE.2017.2681108
– volume: 101
  start-page: 592
  year: 2016
  ident: C11
  article-title: Economic optimization of a residential micro-CHP system considering different operation strategies
  publication-title: Appl. Energy
  doi: 10.1016/j.applthermaleng.2015.11.024
– volume: 6
  start-page: 443
  issue: 2
  year: 2015
  ident: C24
  article-title: Coordination of hydro units with wind power generation using interval optimization
  publication-title: IEEE Trans. Sustain. Energy
  doi: 10.1109/TSTE.2014.2382122
– volume: 140
  start-page: 121
  year: 2017
  ident: C7
  article-title: Optimization approaches in district heating and cooling thermal network
  publication-title: Energy Build.
  doi: 10.1016/j.enbuild.2017.01.062
– volume: 4
  start-page: 179
  issue: 2
  year: 2018
  ident: C32
  article-title: Optimal energy flow and nodal energy pricing in carbon emission-embedded integrated energy systems
  publication-title: CSEE J. Power Energy Syst.
  doi: 10.17775/CSEEJPES.2018.00030
– volume: 7
  start-page: 480
  issue: 2
  year: 2016
  ident: C29
  article-title: Transmission-constrained unit commitment considering combined electricity and district heating networks
  publication-title: IEEE Trans. Sustain. Energy
  doi: 10.1109/TSTE.2015.2500571
– volume: 21
  start-page: 2144
  issue: 2
  year: 2011
  ident: C23
  article-title: Stochastic method for the operation of a power system with wind generators and superconducting magnetic energy storages (SMESs)
  publication-title: IEEE Trans. Appl. Superconduct.
– volume: 199
  start-page: 234
  year: 2017
  ident: C17
  article-title: Optimal operation for integrated energy system considering thermal inertia of district heating network and buildings
  publication-title: Appl. Energy
  doi: 10.1016/j.apenergy.2017.05.004
– year: 2009
  ident: C26
  publication-title: District heating engineering
– volume: 99
  start-page: 133
  issue: 4
  year: 2011
  ident: C2
  article-title: The future renewable electric energy delivery and management (FREEDM) system: the energy internet
  publication-title: Proc. IEEE
– volume: 7
  start-page: 843
  issue: 2
  year: 1992
  ident: C18
  article-title: Fuzzy modelling of power system optimal load flow
  publication-title: IEEE Trans. Power Syst.
  doi: 10.1109/59.141794
– volume: 153
  start-page: 575
  year: 2018
  ident: C9
  article-title: Integration of distributed energy storage into net-zero energy district systems: optimum design and operation
  publication-title: Energy
  doi: 10.1016/j.energy.2018.04.064
– volume: 30
  start-page: 1848
  issue: 4
  year: 2015
  ident: C10
  article-title: Increasing the flexibility of combined heat and power for wind power integration in China: modeling and implications
  publication-title: IEEE Trans. Power Syst.
  doi: 10.1109/TPWRS.2014.2356723
– volume: 7
  start-page: 12
  issue: 1
  year: 2015
  ident: C14
  article-title: Combined heat and power dispatch considering pipeline energy storage of district heating network
  publication-title: IEEE Trans. Sustain. Energy
– volume: 27
  start-page: 2233
  issue: 4
  year: 2012
  ident: C21
  article-title: Probabilistic load flow in correlated uncertain environment using unscented transformation
  publication-title: IEEE Trans. Power Syst.
  doi: 10.1109/TPWRS.2012.2191804
– volume: 192
  start-page: 408
  year: 2017
  ident: C28
  article-title: Optimal dispatch strategy for integrated energy systems with CCHP and wind power
  publication-title: Appl. Energy
  doi: 10.1016/j.apenergy.2016.08.139
– volume: 208
  start-page: 1053
  year: 2017
  ident: C6
  article-title: Optimization approaches in district heating and cooling thermal network
  publication-title: Appl. Energy
– volume: 28
  start-page: 1550
  issue: 2
  year: 2013
  ident: C19
  article-title: Point estimate schemes to solve the probabilistic power flow
  publication-title: IEEE Trans. Power Syst.
– volume: 199
  start-page: 323
  issue: 2
  year: 2009
  ident: C27
  article-title: Enhanced-interval linear programming
  publication-title: Eur. J. Oper. Res.
  doi: 10.1016/j.ejor.2008.12.019
– volume: 9
  start-page: 118
  issue: 1
  year: 2018
  ident: C16
  article-title: Combined economic dispatch considering the time-delay of district heating network and multi-regional indoor temperature control
  publication-title: IEEE Trans. Sustain. Energy
  doi: 10.1109/TSTE.2017.2718031
– start-page: 1
  ident: C1
  article-title: Modeling of distributed energy system with multiple energy complementation
– volume: 231
  start-page: 1230
  year: 2018
  ident: C3
  article-title: Confidentiality preservation in user-side integrated energy system management for cloud computing
  publication-title: Appl. Energy
  doi: 10.1016/j.apenergy.2018.09.068
– volume: 28
  start-page: 1179
  issue: 2
  year: 2013
  ident: C20
  article-title: A range arithmetic-based optimization model for power flow analysis under interval uncertainty
  publication-title: IEEE Trans. Power Syst.
  doi: 10.1109/TPWRS.2012.2214405
– ident: C31
– volume: 230
  start-page: 1126
  year: 2018
  ident: C5
  article-title: Effects of the operation regulation modes of district heating system on an integrated heat and power dispatch system for wind power integration
  publication-title: Appl. Energy
  doi: 10.1016/j.apenergy.2018.09.077
– volume: 4
  start-page: 553
  issue: 5
  year: 2010
  ident: C22
  article-title: Probabilistic analysis for optimal power flow under uncertainty
  publication-title: IET Gener. Transm. Distrib.
  doi: 10.1049/iet-gtd.2009.0374
– volume: 130
  start-page: 371
  year: 2019
  ident: C12
  article-title: Optimization of 4th generation distributed district heating system: design and planning of combined heat and power
  publication-title: Renew. Energy
  doi: 10.1016/j.renene.2018.06.068
– volume: 11
  start-page: 1778
  issue: 4
  year: 1996
  ident: C30
  article-title: An algorithm for combined heat and power economic dispatch
  publication-title: IEEE Trans. Power Syst.
  doi: 10.1109/59.544642
– volume: 230
  start-page: 1242
  year: 2018
  ident: C4
  article-title: Modeling and optimal operation of community integrated energy systems: A case study from China
  publication-title: Appl. Energy
  doi: 10.1016/j.apenergy.2018.09.042
SSID ssj0002504362
Score 2.226561
Snippet Coordinated operation of integrated electricity and district heating system (IEDHS) has great potential to enhance the flexibility of the power system to cope...
SourceID proquest
crossref
wiley
SourceType Aggregation Database
Enrichment Source
Index Database
Publisher
StartPage 179
SubjectTerms 12‐node district heating system
6‐node district heating system
Algorithms
Alternative energy sources
Cooling
Cost analysis
District heating
district heating systems
Dynamic characteristics
dynamic characteristics including transmission delay
Efficiency
Electricity
Energy storage
Heat
heat losses
Heating
Heating load
heating loads
heating network
Heating systems
IEDHS operation cost
IEEE 39‐bus electricity system
Integrated approach
integrated electricity
interval optimal scheduling algorithm
interval optimal scheduling model
load flow
optimisation
PJM 5‐bus electricity system
power markets
power system
Probability distribution
Random variables
Renewable resources
Reserve requirements
Scheduling
Supply chains
Water temperature
Wind farms
Wind power
wind power curtailment
wind power plants
SummonAdditionalLinks – databaseName: ProQuest Central
  dbid: BENPR
  link: http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwpV1LS8NAEF609aAH32K1yh48CaFxd5s0J7HSoiCl-KK3JdndQEDT2kT_g__amc324aUezCUQNkvCTHa-mZ18HyEXQrM4iYXxUmOwdAMJSpxCsiIU70AEjIW2_629PoSDQWc0ioau4Fa4tsrZmmgXaj1WWCNvcR-gCMOE5nry4aFqFO6uOgmNdVJHpjLw83q3Nxg-zqsslqDLqopCHA88yGau5lubUSszpWeKDBu8kLUSQfBycFogzmXcagNPf-e_j7xLth3kpDeVj-yRNZPvk60lIsID8m0Lg-B0dAxLyDucIemFIIT_qtNxSuekEppWujmZAvRO41xTjcy7mSopruo4vOKGLqhyUqB4TVe691T9pofGqWe35VU_-iF56feeb-88J9LgKXi30AtY4geKC-Ublqr4ygDm0B1uwoT5PO2oMEHQEcQA00zEU4ZUkWnETJr44CKmzY9ILR_n5phQQJJwJO1A6AR9JWpHWkWoJNwWmhvRIP7MOlI5BnMU0niTdiddRBIMKsGgEg0q0aANcjm_ZVLRd6wa3JzZUbovuZALIzYIt27w90Sy93TPuti3KcKT1ZOekk2GGbztWmuSWjn9NGdkQ32VWTE9d-78AzN2_8s
  priority: 102
  providerName: ProQuest
Title Interval optimal scheduling of integrated electricity and district heating systems considering dynamic characteristics of heating network
URI https://onlinelibrary.wiley.com/doi/abs/10.1049%2Fiet-esi.2019.0046
https://www.proquest.com/docview/3092320825
Volume 2
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
journalDatabaseRights – providerCode: PRVAON
  databaseName: DOAJ
  customDbUrl:
  eissn: 2516-8401
  dateEnd: 99991231
  omitProxy: false
  ssIdentifier: ssj0002504362
  issn: 2516-8401
  databaseCode: DOA
  dateStart: 20190101
  isFulltext: true
  titleUrlDefault: https://www.doaj.org/
  providerName: Directory of Open Access Journals
– providerCode: PRVHPJ
  databaseName: ROAD: Directory of Open Access Scholarly Resources
  customDbUrl:
  eissn: 2516-8401
  dateEnd: 99991231
  omitProxy: false
  ssIdentifier: ssj0002504362
  issn: 2516-8401
  databaseCode: M~E
  dateStart: 20190101
  isFulltext: true
  titleUrlDefault: https://road.issn.org
  providerName: ISSN International Centre
– providerCode: PRVPQU
  databaseName: Advanced Technologies & Aerospace Database
  customDbUrl:
  eissn: 2516-8401
  dateEnd: 99991231
  omitProxy: false
  ssIdentifier: ssj0002504362
  issn: 2516-8401
  databaseCode: P5Z
  dateStart: 20190301
  isFulltext: true
  titleUrlDefault: https://search.proquest.com/hightechjournals
  providerName: ProQuest
– providerCode: PRVPQU
  databaseName: Computer Science Database
  customDbUrl:
  eissn: 2516-8401
  dateEnd: 99991231
  omitProxy: false
  ssIdentifier: ssj0002504362
  issn: 2516-8401
  databaseCode: K7-
  dateStart: 20190301
  isFulltext: true
  titleUrlDefault: http://search.proquest.com/compscijour
  providerName: ProQuest
– providerCode: PRVPQU
  databaseName: Engineering Database
  customDbUrl:
  eissn: 2516-8401
  dateEnd: 99991231
  omitProxy: false
  ssIdentifier: ssj0002504362
  issn: 2516-8401
  databaseCode: M7S
  dateStart: 20190301
  isFulltext: true
  titleUrlDefault: http://search.proquest.com
  providerName: ProQuest
– providerCode: PRVPQU
  databaseName: ProQuest Central
  customDbUrl:
  eissn: 2516-8401
  dateEnd: 99991231
  omitProxy: false
  ssIdentifier: ssj0002504362
  issn: 2516-8401
  databaseCode: BENPR
  dateStart: 20190301
  isFulltext: true
  titleUrlDefault: https://www.proquest.com/central
  providerName: ProQuest
– providerCode: PRVPQU
  databaseName: Publicly Available Content Database
  customDbUrl:
  eissn: 2516-8401
  dateEnd: 99991231
  omitProxy: false
  ssIdentifier: ssj0002504362
  issn: 2516-8401
  databaseCode: PIMPY
  dateStart: 20190301
  isFulltext: true
  titleUrlDefault: http://search.proquest.com/publiccontent
  providerName: ProQuest
– providerCode: PRVWIB
  databaseName: Wiley Online Library Free Content
  customDbUrl:
  eissn: 2516-8401
  dateEnd: 99991231
  omitProxy: false
  ssIdentifier: ssj0002504362
  issn: 2516-8401
  databaseCode: WIN
  dateStart: 20190101
  isFulltext: true
  titleUrlDefault: https://onlinelibrary.wiley.com
  providerName: Wiley-Blackwell
– providerCode: PRVWIB
  databaseName: Wiley Online Library Open Access
  customDbUrl:
  eissn: 2516-8401
  dateEnd: 99991231
  omitProxy: false
  ssIdentifier: ssj0002504362
  issn: 2516-8401
  databaseCode: 24P
  dateStart: 20190101
  isFulltext: true
  titleUrlDefault: https://authorservices.wiley.com/open-science/open-access/browse-journals.html
  providerName: Wiley-Blackwell
link http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwrV3dS-QwEB_8uAd9UO8L148lDz4J5bpJ2m4fVVZc1KXo6Xn3EtIkhcLZFXcV_BP8r51Ju1UR7kDsQ0s_EkoyyfxmMvkNwI60XOdauqBwjlw3aKDoAo0VaUQfNaCW1u9buzxJRqP-1VWazcHBbC9MzQ_ROtxoZPj5mga4zussJAhqsRNLNw3cpKToLKKclPE8LPZ6IiHR5jJrHS2eo8snFkVVHgdo0PTa1c30x5taXuunZ9D5Erp63XO4-iF_vQYrDfRke7WsfIY5V32B5ReEhF_h0TsIUfjYGKeSa7yi8YvKiPass3HBWnIJy-r8OaVBFM90ZZklBt7STBnN7vR5zRE9YaZJCUrP7EOlr0vDzGuaaKp6Vqyq49K_wcXh4OfBUdAkawiM4GESxDwPYyOkCR0vjO45xB62L1yS81AUfZPkBD5ijXDNpaLgRBlZpNwVeYii4iLxHRaqceXWgSGixCOPYmlzkpk0Sq1JKaNwJK1wsgPhrIuUaZjMKaHGX-VX1GWqsJUVtrKiVlbUyh3YbYvc1DQe__p4a9bvqhnREyVChMKcDOoOCN_D_69IDc6HfJ_iN2Wy8a5Sm7DEycD3QW1bsDC9vXPb8MncT8vJbdcLehcW9wej7Kzr3Ql4Pk6CLoWwnuM5i_7g-2x4mv3Gu1_D0RMqcgvT
linkProvider Wiley-Blackwell
linkToHtml http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMw1V3LattAFL0Eu9Bk0VcS6iZpZ9FuAsLyaCxZi1LaNMHGDwxNgrOaSDMjENSyY7kt_oT8TL-x944kx92kKy-qjUBoBiSduS_dOQfgvdA8iiNhnMQYKt1gghIlmKwI5XXQA0ZC231r14NgNOpMJuF4B35Xe2GorbKyidZQ65miGnnTczEU4ZTQfJrfOaQaRX9XKwmNAhZ9s_qFKVv-sfcVv-8Hzi_OL8-6Tqkq4CgcHzg-j11feUK5hicqahl0krrjmSDmrpd0VBCTl_QjjCtM6CWcuA2TkJskdvGZDKlEoMmvCwS7W4P6uDcc36yrOpYQzKqYYtzgO5g9tda_UsNmapaOyVNqKCOWTAq6N53hQ4S7GSdbR3fx_H97RS_gWRlSs8_FGngJOyZ7BXsbRIv7cG8Ln7io2AxN5BTPmNSjk6W9-GyWsDVphmaFLlCqMDthUaaZJmbhVC0ZeS26veC-zpkqpU7pml5l0TRVTP1Nf01TV8Oyot_-AK628i4OoZbNMvMaGEbKeMRtX-iY1kLYDrUKSSm5LbRnRAPcCg1SlQztJBTyXdpOARFKBJBEAEkCkCQANeB0PWRe0JM8dvNxhRtZWqpcPoCmAZ6F3b8nkuffevwL9aWK4M3jk76Dp93L4UAOeqP-EexyqlbYDr1jqC0XP8wJPFE_l2m-eFsuJQa324bmH1qDW6A
linkToPdf http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwrV1ZS8QwEB68EH3wFtczDz4JxZqk7fbRa1GUZcED30KbAwraFXcV_An-a2fSblUEBbEvhZKEMpnJfDNJvgHYlYZneSZt4Kyl1A0GKJnDYEVq0UYPmEnj763dXibdbvvuLu2NwcnoLkzFD9Ek3Mgy_HpNBm4fjasCTkkkmYUdBnZQ0PEs4pyU8ThMyijx5sllr8m0eJIuX1kUfXkcYERz0GxvpvvfRvnqoD5Q52fs6p1PZ_5_fnsB5mrwyQ4rbVmEMVsuwewnSsJlePMpQlQ_1sfF5AHfGP6iO6Jb66zvWEMvYVhVQafQiONZVhpmiIO30ENG6zs1r1iiB0zXRUHpm3kts4dCM_2VKJqGHnUrq5PpK3DTOb0-Pgvqcg2BFjxMgpjnYayF1KHlTmcHFtGHaQub5DwUrq2TnOBHnCFgs6lwnEgjXcqty0NUFhuJVZgo-6VdA4aYEp88iqXJSWvSKDU6pZrCkTTCyhaEozlSuuYyp5Ia98rvqctUoZQVSlmRlBVJuQV7TZfHisjjp8abo4lXtU0PlAgRDHMKqVsg_BT_PpA6vTrnR3SCUybrf-q1A9O9k466PO9ebMAMp2jfn3DbhInh07Pdgin9MiwGT9te6d8Br1UHGg
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=Interval+optimal+scheduling+of+integrated+electricity+and+district+heating+systems+considering+dynamic+characteristics+of+heating+network&rft.jtitle=Energy+systems+integration&rft.au=Chen%2C+Houhe&rft.au=Zhang%2C+Ting&rft.au=Zhang%2C+Rufeng&rft.au=Jiang%2C+Tao&rft.date=2020-09-01&rft.issn=2516-8401&rft.eissn=2516-8401&rft.volume=2&rft.issue=3&rft.spage=179&rft.epage=186&rft_id=info:doi/10.1049%2Fiet-esi.2019.0046&rft.externalDBID=n%2Fa&rft.externalDocID=10_1049_iet_esi_2019_0046
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=2516-8401&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=2516-8401&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=2516-8401&client=summon