Modeling and analysis of cost-effective energy management for integrated microgrids

A microgrid concept is an innovative approach for integrating hybrid and renewable energy sources into the utility grid. The uncertainties because of the intermittent nature of renewable energy resources, the load, and market price are significant challenges. In the traditional heuristic method, dat...

Celý popis

Uloženo v:
Podrobná bibliografie
Vydáno v:Cleaner Engineering and Technology Ročník 8; s. 100508
Hlavní autoři: Shufian, Abu, Mohammad, Nur
Médium: Journal Article
Jazyk:angličtina
Vydáno: Elsevier Ltd 01.06.2022
Elsevier
Témata:
Cost forecast
Energy management system
Energy storage
Heuristic
Linear programming
Microgrid
Optimal power flow
Optimization
Prediction
Solar energy
Microgrid
Optimal power flow
Energy management system
Solar energy
Prediction
Linear programming
Cost forecast
Optimization
Energy storage
Heuristic
ISSN:2666-7908, 2666-7908
On-line přístup:Získat plný text
Tagy: Přidat tag
Žádné tagy, Buďte první, kdo vytvoří štítek k tomuto záznamu!
Abstract A microgrid concept is an innovative approach for integrating hybrid and renewable energy sources into the utility grid. The uncertainties because of the intermittent nature of renewable energy resources, the load, and market price are significant challenges. In the traditional heuristic method, data is forecast but not known perfectly. Improving energy storage systems and energy management systems (EMS) development using optimization-based methods is a possible solution to improve the performance of microgrid operations. The EMS is an essential part of the distributed energy resources in the microgrid system, especially when power generation, transmission, distribution, utilization, and variable pricing are involved. This optimization process developed in this paper uses forecasted costs and loading conditions to store or sell the energy from an integrated grid battery system. Two approaches are introduced in this research work: the heuristic method using state flow (chart flow) and the optimization method based on linear programming (LP), which minimizes operation costs (savings of around 19% cost) subject to operational constraints. The LP optimization saves roughly 3.44–5.01% of excess grid energy. Several plausible outcomes of this research study simplify the comprehensive, integrated microgrid simulation for EMS optimization algorithm validation. The suggested integrated microgrid management system might be a testbed for smart grid technology research. •This paper uses linear programming optimization methods to develop a microgrid energy management system (EMS).•A constrained linear program (LP) optimization minimizes the total cost of electricity consumption.•The case studies are presented to show the performance of the proposed optimization and compare it with the heuristic approach.•The method predicts pricing and loading conditions and optimally stores/sells energy from a grid-scale battery system.•The cost of electricity consumption in the optimization method is around 19% less than in the heuristic method.
AbstractList A microgrid concept is an innovative approach for integrating hybrid and renewable energy sources into the utility grid. The uncertainties because of the intermittent nature of renewable energy resources, the load, and market price are significant challenges. In the traditional heuristic method, data is forecast but not known perfectly. Improving energy storage systems and energy management systems (EMS) development using optimization-based methods is a possible solution to improve the performance of microgrid operations. The EMS is an essential part of the distributed energy resources in the microgrid system, especially when power generation, transmission, distribution, utilization, and variable pricing are involved. This optimization process developed in this paper uses forecasted costs and loading conditions to store or sell the energy from an integrated grid battery system. Two approaches are introduced in this research work: the heuristic method using state flow (chart flow) and the optimization method based on linear programming (LP), which minimizes operation costs (savings of around 19% cost) subject to operational constraints. The LP optimization saves roughly 3.44–5.01% of excess grid energy. Several plausible outcomes of this research study simplify the comprehensive, integrated microgrid simulation for EMS optimization algorithm validation. The suggested integrated microgrid management system might be a testbed for smart grid technology research. •This paper uses linear programming optimization methods to develop a microgrid energy management system (EMS).•A constrained linear program (LP) optimization minimizes the total cost of electricity consumption.•The case studies are presented to show the performance of the proposed optimization and compare it with the heuristic approach.•The method predicts pricing and loading conditions and optimally stores/sells energy from a grid-scale battery system.•The cost of electricity consumption in the optimization method is around 19% less than in the heuristic method.
A microgrid concept is an innovative approach for integrating hybrid and renewable energy sources into the utility grid. The uncertainties because of the intermittent nature of renewable energy resources, the load, and market price are significant challenges. In the traditional heuristic method, data is forecast but not known perfectly. Improving energy storage systems and energy management systems (EMS) development using optimization-based methods is a possible solution to improve the performance of microgrid operations. The EMS is an essential part of the distributed energy resources in the microgrid system, especially when power generation, transmission, distribution, utilization, and variable pricing are involved. This optimization process developed in this paper uses forecasted costs and loading conditions to store or sell the energy from an integrated grid battery system. Two approaches are introduced in this research work: the heuristic method using state flow (chart flow) and the optimization method based on linear programming (LP), which minimizes operation costs (savings of around 19% cost) subject to operational constraints. The LP optimization saves roughly 3.44–5.01% of excess grid energy. Several plausible outcomes of this research study simplify the comprehensive, integrated microgrid simulation for EMS optimization algorithm validation. The suggested integrated microgrid management system might be a testbed for smart grid technology research.
ArticleNumber 100508
Author Mohammad, Nur
Shufian, Abu
Author_xml – sequence: 1
  givenname: Abu
  orcidid: 0000-0001-6914-0966
  surname: Shufian
  fullname: Shufian, Abu
  email: shufian.eee@gmail.com
  organization: Institute of Energy Technology, Chittagong University of Engineering & Technology, Chattogram, 4349, Bangladesh
– sequence: 2
  givenname: Nur
  surname: Mohammad
  fullname: Mohammad, Nur
  email: nur.mohammad@cuet.ac.bd
  organization: Department of Electrical and Electronic Engineering, Chittagong University of Engineering & Technology, Chattogram, 4349, Bangladesh
BookMark eNp9kNFqFTEQhoNUsNa-gFf7AntMstkkC95IUVuo9KJ6HabJzJLDnkSSUDhvb45HRLzoxTDDMN8P871lFyknZOy94DvBhf6w3_kN205yKfuCz9y-YpdSaz2ahduLf-Y37LrWPedczmKSwl6yx2854BbTOkAKvWA71liHTIPPtY1IhL7FZxwwYVmPw6GfrHjA1AbKZYip4VqgYRgO0Ze8lhjqO_aaYKt4_adfsR9fPn-_uR3vH77e3Xy6H70SvI1Pi1XzrMjwxdsJgwEC4l4KvRCZxXg1eQ2KnhR55KTBG-rdwhTIT5OartjdOTdk2LufJR6gHF2G6H4vclkdlBa7HCfIGuFxwTkINaGxFoL0RqigpdUL9Cx5zupP1FqQ_uYJ7k6W3d6dLLuTZXe23CH7H-RjgxZzagXi9jL68YxiF_QcsbjqIyaPIZZuvH8QX8J_AYbam6A
CitedBy_id crossref_primary_10_1109_ACCESS_2024_3463716
crossref_primary_10_1016_j_enconman_2023_117762
crossref_primary_10_1038_s41598_024_77677_z
crossref_primary_10_1016_j_prime_2025_101010
crossref_primary_10_3390_su142416814
crossref_primary_10_1109_ACCESS_2024_3495032
crossref_primary_10_3390_a18070429
crossref_primary_10_32604_ee_2023_025863
crossref_primary_10_1080_15567036_2024_2409926
crossref_primary_10_3390_cli12020023
crossref_primary_10_15388_25_INFOR590
crossref_primary_10_1038_s41598_024_54333_0
crossref_primary_10_1016_j_ijepes_2025_110753
crossref_primary_10_1080_01430750_2024_2409827
crossref_primary_10_1016_j_jclepro_2023_136826
crossref_primary_10_1016_j_enbuild_2023_113687
crossref_primary_10_1016_j_epsr_2022_108902
crossref_primary_10_3389_fenrg_2022_772561
crossref_primary_10_1016_j_ijhydene_2024_08_096
Cites_doi 10.1016/j.solener.2018.11.060
10.1016/j.rser.2015.01.059
10.1016/j.egyr.2021.04.006
10.1016/j.jclepro.2020.120034
10.1016/j.jclepro.2020.122776
10.1016/j.jclepro.2018.08.129
10.1016/j.est.2021.102255
10.1016/j.est.2020.101557
10.1016/j.jclepro.2018.05.059
10.1016/j.jclepro.2021.128716
10.1109/TSG.2019.2924025
10.1016/j.jclepro.2019.05.005
10.1109/TIE.2012.2188873
10.1016/j.tej.2012.10.021
10.1016/j.jclepro.2019.03.082
10.1109/TIE.2017.2677317
10.1016/j.scs.2021.102852
10.1016/j.jclepro.2018.03.012
10.1109/TIA.2019.2912133
10.1016/j.est.2018.11.012
10.1016/j.jclepro.2021.127196
10.1016/j.scs.2018.04.008
10.1016/j.jclepro.2020.122364
10.1016/j.jclepro.2018.06.023
10.1016/j.epsr.2020.106971
10.1016/j.renene.2020.03.119
10.1016/j.jclepro.2020.122177
10.1016/j.apenergy.2020.116420
10.1016/j.apenergy.2019.01.160
10.1109/ACCESS.2020.2964052
10.1016/j.jclepro.2019.119772
10.1016/j.jclepro.2020.122943
10.1016/j.jclepro.2021.127853
10.1016/j.renene.2021.03.008
10.1109/JSYST.2015.2422253
10.1016/j.jclepro.2020.125308
10.1016/j.ijepes.2019.105760
10.1109/TSG.2016.2585671
10.1016/j.seta.2020.100924
10.1016/j.jclepro.2021.128973
10.1016/j.apenergy.2018.04.103
10.1016/j.est.2020.102111
10.1109/JESTPE.2017.2786588
10.1016/j.energy.2016.11.018
10.1016/j.jclepro.2020.122768
10.1016/j.est.2021.102355
10.1016/j.jclepro.2020.122965
10.1016/j.jclepro.2019.118154
10.1016/j.jclepro.2021.128102
10.1016/j.apenergy.2021.116435
10.1016/j.jclepro.2019.117688
10.1109/TSTE.2015.2509031
10.1016/j.egyr.2015.10.001
10.1016/j.jclepro.2020.121247
10.1016/j.seta.2021.101526
ContentType Journal Article
Copyright 2022 The Author(s)
Copyright_xml – notice: 2022 The Author(s)
DBID 6I.
AAFTH
AAYXX
CITATION
DOA
DOI 10.1016/j.clet.2022.100508
DatabaseName ScienceDirect Open Access Titles
Elsevier:ScienceDirect:Open Access
CrossRef
DOAJ Directory of Open Access Journals
DatabaseTitle CrossRef
DatabaseTitleList

Database_xml – sequence: 1
  dbid: DOA
  name: Directory of Open Access Journals
  url: https://www.doaj.org/
  sourceTypes: Open Website
DeliveryMethod fulltext_linktorsrc
Discipline Engineering
EISSN 2666-7908
ExternalDocumentID oai_doaj_org_article_1f871ce9e5d143e788ad2c714d62869a
10_1016_j_clet_2022_100508
S2666790822001136
GroupedDBID 6I.
AAEDW
AAFTH
ALMA_UNASSIGNED_HOLDINGS
AMRAJ
EBS
FDB
GROUPED_DOAJ
M~E
OK1
ROL
AAHBH
AALRI
AAYWO
AAYXX
ACVFH
ADCNI
ADVLN
AEUPX
AFJKZ
AFPUW
AIGII
AITUG
AKBMS
AKYEP
APXCP
CITATION
ID FETCH-LOGICAL-c410t-b984554f709c83ed7afaf0c2169ff797c43c6a4fb4fce0f6ac7fe0f8a3dfc3343
IEDL.DBID DOA
ISICitedReferencesCount 26
ISICitedReferencesURI http://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=Summon&SrcAuth=ProQuest&DestLinkType=CitingArticles&DestApp=WOS_CPL&KeyUT=000981174800054&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D
ISSN 2666-7908
IngestDate Fri Oct 03 12:45:28 EDT 2025
Thu Nov 20 00:57:20 EST 2025
Tue Nov 18 20:05:57 EST 2025
Tue Jul 25 20:58:11 EDT 2023
IsDoiOpenAccess true
IsOpenAccess true
IsPeerReviewed true
IsScholarly true
Keywords Microgrid
Optimal power flow
Energy management system
Solar energy
Prediction
Linear programming
Cost forecast
Optimization
Energy storage
Heuristic
Language English
License This is an open access article under the CC BY-NC-ND license.
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c410t-b984554f709c83ed7afaf0c2169ff797c43c6a4fb4fce0f6ac7fe0f8a3dfc3343
ORCID 0000-0001-6914-0966
OpenAccessLink https://doaj.org/article/1f871ce9e5d143e788ad2c714d62869a
ParticipantIDs doaj_primary_oai_doaj_org_article_1f871ce9e5d143e788ad2c714d62869a
crossref_primary_10_1016_j_clet_2022_100508
crossref_citationtrail_10_1016_j_clet_2022_100508
elsevier_sciencedirect_doi_10_1016_j_clet_2022_100508
PublicationCentury 2000
PublicationDate June 2022
2022-06-00
2022-06-01
PublicationDateYYYYMMDD 2022-06-01
PublicationDate_xml – month: 06
  year: 2022
  text: June 2022
PublicationDecade 2020
PublicationTitle Cleaner Engineering and Technology
PublicationYear 2022
Publisher Elsevier Ltd
Elsevier
Publisher_xml – name: Elsevier Ltd
– name: Elsevier
References Rahim, Javaid, Khan, Nawaz, Iqbal (bib40) 2019; 236
Xie, Wang, Lai, Wu, Wu, Lai (bib54) 2021; 281
Kermani, Adelmanesh, Shirdare, Sima, Carnì, Martirano (bib24) 2021; 171
Sachs, Sawodny (bib42) 2016; 7
Daneshvar, Mohammadi-Ivatloo, Asadi, Anvari-Moghaddam, Rasouli, Abapour (bib13) 2020; 271
Gulagi, Ram, Solomon, Khan, Breyer (bib21) 2020; 155
Cortés, Auladell-León, Muñuzuri, Onieva (bib12) 2020; 252
Bui, Hussain, Kim (bib7) 2018; 9
Chen, Shao, Wakil, Aljojo, Samad, Rezvani (bib11) 2020; 272
Li, Jia, Zhou, Li (bib29) 2020; 262
Zhang, Yang, Li, Gao, Qian, Song (bib57) 2021; 321
Ahmadi, Rezaei (bib3) 2020; 118
Bui, Hussain, Im, Kim (bib8) 2019; 239
Fathima, Palanisamy (bib17) 2015; 45
Gomes, Spínola, Vale, Corchado (bib19) 2019; 241
Gong, Dong, Mohamed, Awwad, Abdullah, Ali (bib20) 2020; 273
Bansal, Jaiswal, Singh (bib5) 2021; 47
Dubarry, Baure, Pastor-Fernández, Yu, Widanage, Marco (bib16) 2019; 21
Yang, Feng, Li (bib55) 2019; 55
De, Das, Mandal (bib14) 2021; 7
Mosa, Ali (bib36) 2021; 192
Tang, Jiang, Abbassi, Jerbi, latifi (bib51) 2021; 313
Bui, Hussain, Kim (bib9) 2020; 11
Li, Rentemeister, Badeda, Jöst, Schulte, Sauer (bib31) 2020; 30
Wang, Zhang, Abedinia, Farkoush (bib53) 2021; 33
Rabiee, Sadeghi, Aghaei (bib39) 2018; 202
Lee, Zinaman, Logan, Bazilian, Arent, Newmark (bib27) 2012; 25
Naik, Rajpathak, Mitra, Kolhe (bib38) 2021; 315
Shiva Kumar, Sudhakar (bib46) 2015; 1
Zia, Elbouchikhi, Benbouzid (bib58) 2018; 222
Lee, Shi, Gadh, Kim (bib28) 2016; 8
Cao, Zhou, Or, Chan, Liu, Zhang (bib59) 2021; 319
Tete, Gupta, Joshi (bib52) 2021; 35
Michaelson, Mahmood, Jiang (bib34) 2017; 64
Allouhi, Saadani, Buker, Kousksou, Jamil, Rahmoune (bib4) 2019; 178
Sukumar, Mokhlis, Mekhilef, Naidu, Karimi (bib49) 2017; 118
da Silva, de Rabêlo, Rodrigues, Solic, Carvalho (bib47) 2020; 255
Kumar, Raghav, Raju, Singh (bib26) 2021; 285
Chaouachi, Kamel, Andoulsi, Nagasaka (bib10) 2013; 60
Sedighizadeh, Doyran, Rezazadeh (bib44) 2020; vol. 265
Singh, Lather (bib48) 2021; 43
Yassuda Yamashita, Vechiu, Gaubert (bib56) 2021; 285
Moazeni, Khazaei (bib35) 2020; 275
Sahoo, Sinha, Kishore (bib43) 2018; 6
Tabar, Jirdehi, Hemmati (bib50) 2018; 203
Nagapurkar, Smith (bib37) 2019; 229
Marzband, Azarinejadian, Savaghebi, Guerrero (bib33) 2017; 11
Jordehi, Javadi, Catalão (bib23) 2020; 272
Dey, Bhattacharyya, Márquez (bib15) 2021; 307
Gazijahani, Ajoulabadi, Ravadanegh, Salehi (bib18) 2020
Robert, Sisodia, Gopalan (bib41) 2018; 40
Li, Cui, Nemeth, Jansen, Ünlübayir, Wei (bib30) 2021; 36
Kumar, Chandrasena, Ramu, Srinivas, Babu (bib25) 2020; 8
Mansouri, Ahmarinejad, Nematbakhsh, Javadi, Jordehi, Catalão (bib32) 2021; 69
Aghdam, Ghaemi, Kalantari (bib1) 2018; 196
Jordehi, Javadi, Catalão (bib22) 2020; 272
Shehzad Hassan, Chen, Lin, Ahmed, Khan, Chughtai (bib45) 2019; 222
Aghdam, Taghizadegan Kalantari, Mohammadi-Ivatloo (bib2) 2020; 275
Bellido, Rosa, Pereira, Falcão, Ribeiro (bib6) 2018; 188
Cortés (10.1016/j.clet.2022.100508_bib12) 2020; 252
Robert (10.1016/j.clet.2022.100508_bib41) 2018; 40
Singh (10.1016/j.clet.2022.100508_bib48) 2021; 43
Yang (10.1016/j.clet.2022.100508_bib55) 2019; 55
Bansal (10.1016/j.clet.2022.100508_bib5) 2021; 47
Gong (10.1016/j.clet.2022.100508_bib20) 2020; 273
Moazeni (10.1016/j.clet.2022.100508_bib35) 2020; 275
Dey (10.1016/j.clet.2022.100508_bib15) 2021; 307
Bui (10.1016/j.clet.2022.100508_bib7) 2018; 9
Shehzad Hassan (10.1016/j.clet.2022.100508_bib45) 2019; 222
Shiva Kumar (10.1016/j.clet.2022.100508_bib46) 2015; 1
Daneshvar (10.1016/j.clet.2022.100508_bib13) 2020; 271
Aghdam (10.1016/j.clet.2022.100508_bib2) 2020; 275
Li (10.1016/j.clet.2022.100508_bib29) 2020; 262
Kumar (10.1016/j.clet.2022.100508_bib25) 2020; 8
Tete (10.1016/j.clet.2022.100508_bib52) 2021; 35
Bui (10.1016/j.clet.2022.100508_bib8) 2019; 239
Lee (10.1016/j.clet.2022.100508_bib28) 2016; 8
Allouhi (10.1016/j.clet.2022.100508_bib4) 2019; 178
Mansouri (10.1016/j.clet.2022.100508_bib32) 2021; 69
Michaelson (10.1016/j.clet.2022.100508_bib34) 2017; 64
Sukumar (10.1016/j.clet.2022.100508_bib49) 2017; 118
Fathima (10.1016/j.clet.2022.100508_bib17) 2015; 45
Sedighizadeh (10.1016/j.clet.2022.100508_bib44) 2020; vol. 265
Chaouachi (10.1016/j.clet.2022.100508_bib10) 2013; 60
Li (10.1016/j.clet.2022.100508_bib31) 2020; 30
Gomes (10.1016/j.clet.2022.100508_bib19) 2019; 241
Jordehi (10.1016/j.clet.2022.100508_bib23) 2020; 272
Li (10.1016/j.clet.2022.100508_bib30) 2021; 36
De (10.1016/j.clet.2022.100508_bib14) 2021; 7
Kermani (10.1016/j.clet.2022.100508_bib24) 2021; 171
da Silva (10.1016/j.clet.2022.100508_bib47) 2020; 255
Tabar (10.1016/j.clet.2022.100508_bib50) 2018; 203
Rahim (10.1016/j.clet.2022.100508_bib40) 2019; 236
Jordehi (10.1016/j.clet.2022.100508_bib22) 2020; 272
Yassuda Yamashita (10.1016/j.clet.2022.100508_bib56) 2021; 285
Nagapurkar (10.1016/j.clet.2022.100508_bib37) 2019; 229
Gazijahani (10.1016/j.clet.2022.100508_bib18) 2020
Mosa (10.1016/j.clet.2022.100508_bib36) 2021; 192
Sachs (10.1016/j.clet.2022.100508_bib42) 2016; 7
Rabiee (10.1016/j.clet.2022.100508_bib39) 2018; 202
Naik (10.1016/j.clet.2022.100508_bib38) 2021; 315
Zia (10.1016/j.clet.2022.100508_bib58) 2018; 222
Wang (10.1016/j.clet.2022.100508_bib53) 2021; 33
Bui (10.1016/j.clet.2022.100508_bib9) 2020; 11
Ahmadi (10.1016/j.clet.2022.100508_bib3) 2020; 118
Bellido (10.1016/j.clet.2022.100508_bib6) 2018; 188
Aghdam (10.1016/j.clet.2022.100508_bib1) 2018; 196
Xie (10.1016/j.clet.2022.100508_bib54) 2021; 281
Chen (10.1016/j.clet.2022.100508_bib11) 2020; 272
Zhang (10.1016/j.clet.2022.100508_bib57) 2021; 321
Tang (10.1016/j.clet.2022.100508_bib51) 2021; 313
Cao (10.1016/j.clet.2022.100508_bib59) 2021; 319
Marzband (10.1016/j.clet.2022.100508_bib33) 2017; 11
Dubarry (10.1016/j.clet.2022.100508_bib16) 2019; 21
Kumar (10.1016/j.clet.2022.100508_bib26) 2021; 285
Lee (10.1016/j.clet.2022.100508_bib27) 2012; 25
Sahoo (10.1016/j.clet.2022.100508_bib43) 2018; 6
Gulagi (10.1016/j.clet.2022.100508_bib21) 2020; 155
References_xml – volume: 47
  start-page: 101526
  year: 2021
  ident: bib5
  article-title: Comparative investigation of performance evaluation, degradation causes, impact and corrective measures for ground mount and rooftop solar PV plants – a review
  publication-title: Sustain. Energy Technol. Assessments
– volume: 7
  start-page: 2711
  year: 2021
  end-page: 2726
  ident: bib14
  article-title: An effective energy flow management in grid-connected solar–wind-microgrid system incorporating economic and environmental generation scheduling using a meta-dynamic approach-based multiobjective flower pollination algorithm
  publication-title: Energy Rep.
– volume: 55
  start-page: 7251
  year: 2019
  end-page: 7260
  ident: bib55
  article-title: Advanced microgrid energy management system for future sustainable and resilient power grid
  publication-title: IEEE Trans. Ind. Appl.
– volume: 222
  start-page: 231
  year: 2019
  end-page: 241
  ident: bib45
  article-title: Optimization modeling for dynamic price based demand response in microgrids
  publication-title: J. Clean. Prod.
– volume: 313
  start-page: 127853
  year: 2021
  ident: bib51
  article-title: A cost-oriented resource scheduling of a solar-powered microgrid by using the hybrid crow and pattern search algorithm
  publication-title: J. Clean. Prod.
– volume: 307
  year: 2021
  ident: bib15
  article-title: A hybrid optimization-based approach to solve environment constrained economic dispatch problem on microgrid system
  publication-title: J. Clean. Prod.
– volume: 272
  start-page: 122943
  year: 2020
  ident: bib22
  article-title: Energy management in microgrids with battery swap stations and var compensators
  publication-title: J. Clean. Prod.
– volume: 192
  start-page: 106971
  year: 2021
  ident: bib36
  article-title: Energy management system of low voltage dc microgrid using mixed-integer nonlinear programing and a global optimization technique
  publication-title: Elec. Power Syst. Res.
– volume: 272
  start-page: 1
  year: 2020
  end-page: 32
  ident: bib23
  article-title: Energy management in microgrids with battery swap stations and var compensators
  publication-title: J. Clean. Prod.
– volume: 1
  start-page: 184
  year: 2015
  end-page: 192
  ident: bib46
  article-title: Performance evaluation of 10 MW grid connected solar photovoltaic power plant in India
  publication-title: Energy Rep.
– start-page: 262
  year: 2020
  ident: bib18
  article-title: Joint energy and reserve scheduling of renewable powered microgrids accommodating price responsive demand by scenario: a risk-based augmented epsilon-constraint approach
  publication-title: J. Clean. Prod.
– volume: 285
  start-page: 116435
  year: 2021
  ident: bib26
  article-title: Intelligent demand side management for optimal energy scheduling of grid connected microgrids
  publication-title: Appl. Energy
– volume: 21
  start-page: 172
  year: 2019
  end-page: 185
  ident: bib16
  article-title: Battery energy storage system modeling: a combined comprehensive approach
  publication-title: J. Energy Storage
– volume: 202
  start-page: 273
  year: 2018
  end-page: 292
  ident: bib39
  article-title: Modified imperialist competitive algorithm for environmental constrained energy management of microgrids
  publication-title: J. Clean. Prod.
– volume: 229
  start-page: 552
  year: 2019
  end-page: 569
  ident: bib37
  article-title: Techno-economic optimization and social costs assessment of microgrid-conventional grid integration using genetic algorithm and Artificial Neural Networks: a case study for two US cities
  publication-title: J. Clean. Prod.
– volume: 196
  start-page: 185
  year: 2018
  end-page: 201
  ident: bib1
  article-title: Evaluation of loss minimization on the energy management of multi-microgrid based smart distribution network in the presence of emission constraints and clean productions
  publication-title: J. Clean. Prod.
– volume: 171
  start-page: 1115
  year: 2021
  end-page: 1127
  ident: bib24
  article-title: Intelligent energy management based on SCADA system in a real Microgrid for smart building applications
  publication-title: Renew. Energy
– volume: 273
  start-page: 122768
  year: 2020
  ident: bib20
  article-title: Towards distributed based energy transaction in a clean smart island
  publication-title: J. Clean. Prod.
– volume: 315
  start-page: 128102
  year: 2021
  ident: bib38
  article-title: Adaptive energy management strategy for sustainable voltage control of PV-hydro-battery integrated DC microgrid
  publication-title: J. Clean. Prod.
– volume: 236
  start-page: 117688
  year: 2019
  ident: bib40
  article-title: A convex optimization based decentralized real-time energy management model with the optimal integration of microgrid in smart grid
  publication-title: J. Clean. Prod.
– volume: 281
  start-page: 125308
  year: 2021
  ident: bib54
  article-title: Optimal sizing of battery energy storage system in smart microgrid considering virtual energy storage system and high photovoltaic penetration
  publication-title: J. Clean. Prod.
– volume: 11
  start-page: 457
  year: 2020
  end-page: 469
  ident: bib9
  article-title: Double Deep Q -Learning-Based distributed operation of battery energy storage system considering uncertainties
  publication-title: IEEE Trans. Smart Grid
– volume: 6
  start-page: 738
  year: 2018
  end-page: 759
  ident: bib43
  article-title: Control techniques in AC, DC, and hybrid AC–DC microgrid: a review
  publication-title: IEEE J. Emerg. Sel .Top Power Electron.
– volume: 8
  start-page: 8336
  year: 2020
  end-page: 8345
  ident: bib25
  article-title: Energy management system for small scale hybrid wind solar battery based microgrid
  publication-title: IEEE Access
– volume: 43
  start-page: 100924
  year: 2021
  ident: bib48
  article-title: Power management and control of a grid-independent DC microgrid with hybrid energy storage system
  publication-title: Sustain. Energy Technol. Assessments
– volume: 8
  start-page: 1
  year: 2016
  end-page: 19
  ident: bib28
  article-title: Design and implementation of a microgrid energy management system
  publication-title: Sustain. Times
– volume: 40
  start-page: 735
  year: 2018
  end-page: 745
  ident: bib41
  article-title: A critical review on the utilization of storage and demand response for the implementation of renewable energy microgrids
  publication-title: Sustain. Cities Soc.
– volume: 275
  start-page: 122776
  year: 2020
  ident: bib35
  article-title: Optimal operation of water-energy microgrids; a mixed integer linear programming formulation
  publication-title: J. Clean. Prod.
– volume: 118
  start-page: 105760
  year: 2020
  ident: bib3
  article-title: A new isolated renewable based multi microgrid optimal energy management system considering uncertainty and demand response
  publication-title: Int. J. Electr. Power Energy Syst.
– volume: 36
  start-page: 102355
  year: 2021
  ident: bib30
  article-title: Deep reinforcement learning-based energy management of hybrid battery systems in electric vehicles
  publication-title: J. Energy Storage
– volume: 25
  start-page: 38
  year: 2012
  end-page: 48
  ident: bib27
  article-title: Interactions, complementarities and tensions at the nexus of natural gas and renewable energy
  publication-title: Electr. J.
– volume: 69
  start-page: 102852
  year: 2021
  ident: bib32
  article-title: Energy management in microgrids including smart homes: a multi-objective approach
  publication-title: Sustain. Cities Soc.
– volume: 252
  year: 2020
  ident: bib12
  article-title: Near-optimal operation of the distributed energy resources in a smart microgrid district
  publication-title: J. Clean. Prod.
– volume: 262
  start-page: 121247
  year: 2020
  ident: bib29
  article-title: A microgrids energy management model based on multi-agent system using adaptive weight and chaotic search particle swarm optimization considering demand response
  publication-title: J. Clean. Prod.
– volume: 9
  start-page: 1323
  year: 2018
  end-page: 1333
  ident: bib7
  article-title: A multiagent-based hierarchical energy management strategy for multi-microgrids considering adjustable power and demand response
  publication-title: IEEE Trans. Smart Grid
– volume: 7
  start-page: 903
  year: 2016
  end-page: 913
  ident: bib42
  article-title: A two-stage model predictive control strategy for economic diesel-PV-battery island microgrid operation in rural areas
  publication-title: IEEE Trans. Sustain. Energy
– volume: 319
  year: 2021
  ident: bib59
  article-title: An interactive tri-level multi-energy management strategy for heterogeneous multi-microgrids
  publication-title: J. Clean. Prod.
– volume: 60
  start-page: 1688
  year: 2013
  end-page: 1699
  ident: bib10
  article-title: Multiobjective intelligent energy management for a microgrid
  publication-title: IEEE Trans. Ind. Electron.
– volume: 271
  start-page: 122177
  year: 2020
  ident: bib13
  article-title: Chance-constrained models for transactive energy management of interconnected microgrid clusters
  publication-title: J. Clean. Prod.
– volume: 11
  start-page: 1712
  year: 2017
  end-page: 1722
  ident: bib33
  article-title: An optimal energy management system for islanded microgrids based on multiperiod artificial bee colony combined with Markov chain
  publication-title: IEEE Syst. J.
– volume: 241
  year: 2019
  ident: bib19
  article-title: Agent-based architecture for demand side management using real-time resources’ priorities and a deterministic optimization algorithm
  publication-title: J. Clean. Prod.
– volume: 35
  start-page: 102255
  year: 2021
  ident: bib52
  article-title: Developments in battery thermal management systems for electric vehicles: a technical review
  publication-title: J. Energy Storage
– volume: 203
  start-page: 1187
  year: 2018
  end-page: 1200
  ident: bib50
  article-title: Sustainable planning of hybrid microgrid towards minimizing environmental pollution, operational cost and frequency fluctuations
  publication-title: J. Clean. Prod.
– volume: 222
  start-page: 1033
  year: 2018
  end-page: 1055
  ident: bib58
  article-title: Microgrids energy management systems: a critical review on methods, solutions, and prospects
  publication-title: Appl. Energy
– volume: 178
  start-page: 25
  year: 2019
  end-page: 36
  ident: bib4
  article-title: Energetic, economic and environmental (3E) analyses and LCOE estimation of three technologies of PV grid-connected systems under different climates
  publication-title: Sol. Energy
– volume: 255
  year: 2020
  ident: bib47
  article-title: A preference-based demand response mechanism for energy management in a microgrid
  publication-title: J. Clean. Prod.
– volume: 30
  start-page: 101557
  year: 2020
  ident: bib31
  article-title: Digital twin for battery systems: cloud battery management system with online state-of-charge and state-of-health estimation
  publication-title: J. Energy Storage
– volume: vol. 265
  year: 2020
  ident: bib44
  publication-title: Optimal Simultaneous Allocation of Passive Filters and Distributed Generations as Well as Feeder Reconfiguration to Improve Power Quality and Reliability in Microgrids
– volume: 239
  start-page: 536
  year: 2019
  end-page: 548
  ident: bib8
  article-title: An internal trading strategy for optimal energy management of combined cooling, heat and power in building microgrids
  publication-title: Appl. Energy
– volume: 64
  start-page: 5440
  year: 2017
  end-page: 5448
  ident: bib34
  article-title: A predictive energy management system using pre-emptive load shedding for islanded photovoltaic microgrids
  publication-title: IEEE Trans. Ind. Electron.
– volume: 33
  start-page: 102111
  year: 2021
  ident: bib53
  article-title: Modeling and analysis of a microgrid considering the uncertainty in renewable energy resources, energy storage systems and demand management in electrical retail market
  publication-title: J. Energy Storage
– volume: 155
  start-page: 899
  year: 2020
  end-page: 920
  ident: bib21
  article-title: Current energy policies and possible transition scenarios adopting renewable energy: a case study for Bangladesh
  publication-title: Renew. Energy
– volume: 285
  start-page: 116420
  year: 2021
  ident: bib56
  article-title: Two-level hierarchical model predictive control with an optimised cost function for energy management in building microgrids
  publication-title: Appl. Energy
– volume: 45
  start-page: 431
  year: 2015
  end-page: 446
  ident: bib17
  article-title: Optimization in microgrids with hybrid energy systems – a review
  publication-title: Renew. Sustain. Energy Rev.
– volume: 275
  start-page: 122965
  year: 2020
  ident: bib2
  article-title: A stochastic optimal scheduling of multi-microgrid systems considering emissions: a chance constrained model
  publication-title: J. Clean. Prod.
– volume: 118
  start-page: 1322
  year: 2017
  end-page: 1333
  ident: bib49
  article-title: Mix-mode energy management strategy and battery sizing for economic operation of grid-tied microgrid
  publication-title: Energy
– volume: 321
  start-page: 128973
  year: 2021
  ident: bib57
  article-title: Economic optimization of microgrids based on peak shaving and CO2 reduction effect: a case study in Japan
  publication-title: J. Clean. Prod.
– volume: 188
  start-page: 203
  year: 2018
  end-page: 216
  ident: bib6
  article-title: Barriers, challenges and opportunities for microgrid implementation: the case of Federal University of Rio de Janeiro
  publication-title: J. Clean. Prod.
– volume: 272
  start-page: 122364
  year: 2020
  ident: bib11
  article-title: An efficient day-ahead cost-based generation scheduling of a multi-supply microgrid using a modified krill herd algorithm
  publication-title: J. Clean. Prod.
– volume: 178
  start-page: 25
  year: 2019
  ident: 10.1016/j.clet.2022.100508_bib4
  article-title: Energetic, economic and environmental (3E) analyses and LCOE estimation of three technologies of PV grid-connected systems under different climates
  publication-title: Sol. Energy
  doi: 10.1016/j.solener.2018.11.060
– volume: 45
  start-page: 431
  year: 2015
  ident: 10.1016/j.clet.2022.100508_bib17
  article-title: Optimization in microgrids with hybrid energy systems – a review
  publication-title: Renew. Sustain. Energy Rev.
  doi: 10.1016/j.rser.2015.01.059
– volume: 7
  start-page: 2711
  year: 2021
  ident: 10.1016/j.clet.2022.100508_bib14
  article-title: An effective energy flow management in grid-connected solar–wind-microgrid system incorporating economic and environmental generation scheduling using a meta-dynamic approach-based multiobjective flower pollination algorithm
  publication-title: Energy Rep.
  doi: 10.1016/j.egyr.2021.04.006
– volume: 255
  year: 2020
  ident: 10.1016/j.clet.2022.100508_bib47
  article-title: A preference-based demand response mechanism for energy management in a microgrid
  publication-title: J. Clean. Prod.
  doi: 10.1016/j.jclepro.2020.120034
– volume: 275
  start-page: 122776
  year: 2020
  ident: 10.1016/j.clet.2022.100508_bib35
  article-title: Optimal operation of water-energy microgrids; a mixed integer linear programming formulation
  publication-title: J. Clean. Prod.
  doi: 10.1016/j.jclepro.2020.122776
– volume: 202
  start-page: 273
  year: 2018
  ident: 10.1016/j.clet.2022.100508_bib39
  article-title: Modified imperialist competitive algorithm for environmental constrained energy management of microgrids
  publication-title: J. Clean. Prod.
  doi: 10.1016/j.jclepro.2018.08.129
– volume: 35
  start-page: 102255
  year: 2021
  ident: 10.1016/j.clet.2022.100508_bib52
  article-title: Developments in battery thermal management systems for electric vehicles: a technical review
  publication-title: J. Energy Storage
  doi: 10.1016/j.est.2021.102255
– volume: 30
  start-page: 101557
  year: 2020
  ident: 10.1016/j.clet.2022.100508_bib31
  article-title: Digital twin for battery systems: cloud battery management system with online state-of-charge and state-of-health estimation
  publication-title: J. Energy Storage
  doi: 10.1016/j.est.2020.101557
– volume: 203
  start-page: 1187
  year: 2018
  ident: 10.1016/j.clet.2022.100508_bib50
  article-title: Sustainable planning of hybrid microgrid towards minimizing environmental pollution, operational cost and frequency fluctuations
  publication-title: J. Clean. Prod.
  doi: 10.1016/j.jclepro.2018.05.059
– volume: 319
  year: 2021
  ident: 10.1016/j.clet.2022.100508_bib59
  article-title: An interactive tri-level multi-energy management strategy for heterogeneous multi-microgrids
  publication-title: J. Clean. Prod.
  doi: 10.1016/j.jclepro.2021.128716
– volume: 11
  start-page: 457
  year: 2020
  ident: 10.1016/j.clet.2022.100508_bib9
  article-title: Double Deep Q -Learning-Based distributed operation of battery energy storage system considering uncertainties
  publication-title: IEEE Trans. Smart Grid
  doi: 10.1109/TSG.2019.2924025
– volume: 229
  start-page: 552
  year: 2019
  ident: 10.1016/j.clet.2022.100508_bib37
  article-title: Techno-economic optimization and social costs assessment of microgrid-conventional grid integration using genetic algorithm and Artificial Neural Networks: a case study for two US cities
  publication-title: J. Clean. Prod.
  doi: 10.1016/j.jclepro.2019.05.005
– volume: 60
  start-page: 1688
  year: 2013
  ident: 10.1016/j.clet.2022.100508_bib10
  article-title: Multiobjective intelligent energy management for a microgrid
  publication-title: IEEE Trans. Ind. Electron.
  doi: 10.1109/TIE.2012.2188873
– volume: 25
  start-page: 38
  year: 2012
  ident: 10.1016/j.clet.2022.100508_bib27
  article-title: Interactions, complementarities and tensions at the nexus of natural gas and renewable energy
  publication-title: Electr. J.
  doi: 10.1016/j.tej.2012.10.021
– volume: 222
  start-page: 231
  year: 2019
  ident: 10.1016/j.clet.2022.100508_bib45
  article-title: Optimization modeling for dynamic price based demand response in microgrids
  publication-title: J. Clean. Prod.
  doi: 10.1016/j.jclepro.2019.03.082
– volume: 64
  start-page: 5440
  year: 2017
  ident: 10.1016/j.clet.2022.100508_bib34
  article-title: A predictive energy management system using pre-emptive load shedding for islanded photovoltaic microgrids
  publication-title: IEEE Trans. Ind. Electron.
  doi: 10.1109/TIE.2017.2677317
– volume: 69
  start-page: 102852
  year: 2021
  ident: 10.1016/j.clet.2022.100508_bib32
  article-title: Energy management in microgrids including smart homes: a multi-objective approach
  publication-title: Sustain. Cities Soc.
  doi: 10.1016/j.scs.2021.102852
– volume: 188
  start-page: 203
  year: 2018
  ident: 10.1016/j.clet.2022.100508_bib6
  article-title: Barriers, challenges and opportunities for microgrid implementation: the case of Federal University of Rio de Janeiro
  publication-title: J. Clean. Prod.
  doi: 10.1016/j.jclepro.2018.03.012
– volume: 8
  start-page: 1
  year: 2016
  ident: 10.1016/j.clet.2022.100508_bib28
  article-title: Design and implementation of a microgrid energy management system
  publication-title: Sustain. Times
– volume: 55
  start-page: 7251
  year: 2019
  ident: 10.1016/j.clet.2022.100508_bib55
  article-title: Advanced microgrid energy management system for future sustainable and resilient power grid
  publication-title: IEEE Trans. Ind. Appl.
  doi: 10.1109/TIA.2019.2912133
– volume: 21
  start-page: 172
  year: 2019
  ident: 10.1016/j.clet.2022.100508_bib16
  article-title: Battery energy storage system modeling: a combined comprehensive approach
  publication-title: J. Energy Storage
  doi: 10.1016/j.est.2018.11.012
– volume: 307
  year: 2021
  ident: 10.1016/j.clet.2022.100508_bib15
  article-title: A hybrid optimization-based approach to solve environment constrained economic dispatch problem on microgrid system
  publication-title: J. Clean. Prod.
  doi: 10.1016/j.jclepro.2021.127196
– volume: 40
  start-page: 735
  year: 2018
  ident: 10.1016/j.clet.2022.100508_bib41
  article-title: A critical review on the utilization of storage and demand response for the implementation of renewable energy microgrids
  publication-title: Sustain. Cities Soc.
  doi: 10.1016/j.scs.2018.04.008
– volume: 272
  start-page: 122364
  year: 2020
  ident: 10.1016/j.clet.2022.100508_bib11
  article-title: An efficient day-ahead cost-based generation scheduling of a multi-supply microgrid using a modified krill herd algorithm
  publication-title: J. Clean. Prod.
  doi: 10.1016/j.jclepro.2020.122364
– volume: 196
  start-page: 185
  year: 2018
  ident: 10.1016/j.clet.2022.100508_bib1
  article-title: Evaluation of loss minimization on the energy management of multi-microgrid based smart distribution network in the presence of emission constraints and clean productions
  publication-title: J. Clean. Prod.
  doi: 10.1016/j.jclepro.2018.06.023
– volume: 192
  start-page: 106971
  year: 2021
  ident: 10.1016/j.clet.2022.100508_bib36
  article-title: Energy management system of low voltage dc microgrid using mixed-integer nonlinear programing and a global optimization technique
  publication-title: Elec. Power Syst. Res.
  doi: 10.1016/j.epsr.2020.106971
– volume: 155
  start-page: 899
  year: 2020
  ident: 10.1016/j.clet.2022.100508_bib21
  article-title: Current energy policies and possible transition scenarios adopting renewable energy: a case study for Bangladesh
  publication-title: Renew. Energy
  doi: 10.1016/j.renene.2020.03.119
– volume: 271
  start-page: 122177
  year: 2020
  ident: 10.1016/j.clet.2022.100508_bib13
  article-title: Chance-constrained models for transactive energy management of interconnected microgrid clusters
  publication-title: J. Clean. Prod.
  doi: 10.1016/j.jclepro.2020.122177
– volume: 285
  start-page: 116420
  year: 2021
  ident: 10.1016/j.clet.2022.100508_bib56
  article-title: Two-level hierarchical model predictive control with an optimised cost function for energy management in building microgrids
  publication-title: Appl. Energy
  doi: 10.1016/j.apenergy.2020.116420
– volume: 239
  start-page: 536
  year: 2019
  ident: 10.1016/j.clet.2022.100508_bib8
  article-title: An internal trading strategy for optimal energy management of combined cooling, heat and power in building microgrids
  publication-title: Appl. Energy
  doi: 10.1016/j.apenergy.2019.01.160
– volume: 8
  start-page: 8336
  year: 2020
  ident: 10.1016/j.clet.2022.100508_bib25
  article-title: Energy management system for small scale hybrid wind solar battery based microgrid
  publication-title: IEEE Access
  doi: 10.1109/ACCESS.2020.2964052
– volume: 252
  year: 2020
  ident: 10.1016/j.clet.2022.100508_bib12
  article-title: Near-optimal operation of the distributed energy resources in a smart microgrid district
  publication-title: J. Clean. Prod.
  doi: 10.1016/j.jclepro.2019.119772
– volume: 272
  start-page: 122943
  year: 2020
  ident: 10.1016/j.clet.2022.100508_bib22
  article-title: Energy management in microgrids with battery swap stations and var compensators
  publication-title: J. Clean. Prod.
  doi: 10.1016/j.jclepro.2020.122943
– volume: 313
  start-page: 127853
  year: 2021
  ident: 10.1016/j.clet.2022.100508_bib51
  article-title: A cost-oriented resource scheduling of a solar-powered microgrid by using the hybrid crow and pattern search algorithm
  publication-title: J. Clean. Prod.
  doi: 10.1016/j.jclepro.2021.127853
– volume: 171
  start-page: 1115
  year: 2021
  ident: 10.1016/j.clet.2022.100508_bib24
  article-title: Intelligent energy management based on SCADA system in a real Microgrid for smart building applications
  publication-title: Renew. Energy
  doi: 10.1016/j.renene.2021.03.008
– volume: 11
  start-page: 1712
  year: 2017
  ident: 10.1016/j.clet.2022.100508_bib33
  article-title: An optimal energy management system for islanded microgrids based on multiperiod artificial bee colony combined with Markov chain
  publication-title: IEEE Syst. J.
  doi: 10.1109/JSYST.2015.2422253
– volume: 281
  start-page: 125308
  year: 2021
  ident: 10.1016/j.clet.2022.100508_bib54
  article-title: Optimal sizing of battery energy storage system in smart microgrid considering virtual energy storage system and high photovoltaic penetration
  publication-title: J. Clean. Prod.
  doi: 10.1016/j.jclepro.2020.125308
– volume: 118
  start-page: 105760
  year: 2020
  ident: 10.1016/j.clet.2022.100508_bib3
  article-title: A new isolated renewable based multi microgrid optimal energy management system considering uncertainty and demand response
  publication-title: Int. J. Electr. Power Energy Syst.
  doi: 10.1016/j.ijepes.2019.105760
– volume: 9
  start-page: 1323
  year: 2018
  ident: 10.1016/j.clet.2022.100508_bib7
  article-title: A multiagent-based hierarchical energy management strategy for multi-microgrids considering adjustable power and demand response
  publication-title: IEEE Trans. Smart Grid
  doi: 10.1109/TSG.2016.2585671
– volume: 43
  start-page: 100924
  year: 2021
  ident: 10.1016/j.clet.2022.100508_bib48
  article-title: Power management and control of a grid-independent DC microgrid with hybrid energy storage system
  publication-title: Sustain. Energy Technol. Assessments
  doi: 10.1016/j.seta.2020.100924
– volume: 321
  start-page: 128973
  year: 2021
  ident: 10.1016/j.clet.2022.100508_bib57
  article-title: Economic optimization of microgrids based on peak shaving and CO2 reduction effect: a case study in Japan
  publication-title: J. Clean. Prod.
  doi: 10.1016/j.jclepro.2021.128973
– volume: 272
  start-page: 1
  year: 2020
  ident: 10.1016/j.clet.2022.100508_bib23
  article-title: Energy management in microgrids with battery swap stations and var compensators
  publication-title: J. Clean. Prod.
  doi: 10.1016/j.jclepro.2020.122943
– volume: 222
  start-page: 1033
  year: 2018
  ident: 10.1016/j.clet.2022.100508_bib58
  article-title: Microgrids energy management systems: a critical review on methods, solutions, and prospects
  publication-title: Appl. Energy
  doi: 10.1016/j.apenergy.2018.04.103
– volume: 33
  start-page: 102111
  year: 2021
  ident: 10.1016/j.clet.2022.100508_bib53
  article-title: Modeling and analysis of a microgrid considering the uncertainty in renewable energy resources, energy storage systems and demand management in electrical retail market
  publication-title: J. Energy Storage
  doi: 10.1016/j.est.2020.102111
– volume: 6
  start-page: 738
  year: 2018
  ident: 10.1016/j.clet.2022.100508_bib43
  article-title: Control techniques in AC, DC, and hybrid AC–DC microgrid: a review
  publication-title: IEEE J. Emerg. Sel .Top Power Electron.
  doi: 10.1109/JESTPE.2017.2786588
– volume: 118
  start-page: 1322
  year: 2017
  ident: 10.1016/j.clet.2022.100508_bib49
  article-title: Mix-mode energy management strategy and battery sizing for economic operation of grid-tied microgrid
  publication-title: Energy
  doi: 10.1016/j.energy.2016.11.018
– volume: 273
  start-page: 122768
  year: 2020
  ident: 10.1016/j.clet.2022.100508_bib20
  article-title: Towards distributed based energy transaction in a clean smart island
  publication-title: J. Clean. Prod.
  doi: 10.1016/j.jclepro.2020.122768
– volume: 36
  start-page: 102355
  year: 2021
  ident: 10.1016/j.clet.2022.100508_bib30
  article-title: Deep reinforcement learning-based energy management of hybrid battery systems in electric vehicles
  publication-title: J. Energy Storage
  doi: 10.1016/j.est.2021.102355
– volume: 275
  start-page: 122965
  year: 2020
  ident: 10.1016/j.clet.2022.100508_bib2
  article-title: A stochastic optimal scheduling of multi-microgrid systems considering emissions: a chance constrained model
  publication-title: J. Clean. Prod.
  doi: 10.1016/j.jclepro.2020.122965
– volume: 241
  year: 2019
  ident: 10.1016/j.clet.2022.100508_bib19
  article-title: Agent-based architecture for demand side management using real-time resources’ priorities and a deterministic optimization algorithm
  publication-title: J. Clean. Prod.
  doi: 10.1016/j.jclepro.2019.118154
– volume: 315
  start-page: 128102
  year: 2021
  ident: 10.1016/j.clet.2022.100508_bib38
  article-title: Adaptive energy management strategy for sustainable voltage control of PV-hydro-battery integrated DC microgrid
  publication-title: J. Clean. Prod.
  doi: 10.1016/j.jclepro.2021.128102
– volume: 285
  start-page: 116435
  year: 2021
  ident: 10.1016/j.clet.2022.100508_bib26
  article-title: Intelligent demand side management for optimal energy scheduling of grid connected microgrids
  publication-title: Appl. Energy
  doi: 10.1016/j.apenergy.2021.116435
– volume: 236
  start-page: 117688
  year: 2019
  ident: 10.1016/j.clet.2022.100508_bib40
  article-title: A convex optimization based decentralized real-time energy management model with the optimal integration of microgrid in smart grid
  publication-title: J. Clean. Prod.
  doi: 10.1016/j.jclepro.2019.117688
– start-page: 262
  year: 2020
  ident: 10.1016/j.clet.2022.100508_bib18
  article-title: Joint energy and reserve scheduling of renewable powered microgrids accommodating price responsive demand by scenario: a risk-based augmented epsilon-constraint approach
  publication-title: J. Clean. Prod.
– volume: 7
  start-page: 903
  year: 2016
  ident: 10.1016/j.clet.2022.100508_bib42
  article-title: A two-stage model predictive control strategy for economic diesel-PV-battery island microgrid operation in rural areas
  publication-title: IEEE Trans. Sustain. Energy
  doi: 10.1109/TSTE.2015.2509031
– volume: vol. 265
  year: 2020
  ident: 10.1016/j.clet.2022.100508_bib44
– volume: 1
  start-page: 184
  year: 2015
  ident: 10.1016/j.clet.2022.100508_bib46
  article-title: Performance evaluation of 10 MW grid connected solar photovoltaic power plant in India
  publication-title: Energy Rep.
  doi: 10.1016/j.egyr.2015.10.001
– volume: 262
  start-page: 121247
  year: 2020
  ident: 10.1016/j.clet.2022.100508_bib29
  article-title: A microgrids energy management model based on multi-agent system using adaptive weight and chaotic search particle swarm optimization considering demand response
  publication-title: J. Clean. Prod.
  doi: 10.1016/j.jclepro.2020.121247
– volume: 47
  start-page: 101526
  year: 2021
  ident: 10.1016/j.clet.2022.100508_bib5
  article-title: Comparative investigation of performance evaluation, degradation causes, impact and corrective measures for ground mount and rooftop solar PV plants – a review
  publication-title: Sustain. Energy Technol. Assessments
  doi: 10.1016/j.seta.2021.101526
SSID ssj0002513218
Score 2.4684565
Snippet A microgrid concept is an innovative approach for integrating hybrid and renewable energy sources into the utility grid. The uncertainties because of the...
SourceID doaj
crossref
elsevier
SourceType Open Website
Enrichment Source
Index Database
Publisher
StartPage 100508
SubjectTerms Cost forecast
Energy management system
Energy storage
Heuristic
Linear programming
Microgrid
Optimal power flow
Optimization
Prediction
Solar energy
Title Modeling and analysis of cost-effective energy management for integrated microgrids
URI https://dx.doi.org/10.1016/j.clet.2022.100508
https://doaj.org/article/1f871ce9e5d143e788ad2c714d62869a
Volume 8
WOSCitedRecordID wos000981174800054&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: PRVAON
  databaseName: Directory of Open Access Journals
  customDbUrl:
  eissn: 2666-7908
  dateEnd: 99991231
  omitProxy: false
  ssIdentifier: ssj0002513218
  issn: 2666-7908
  databaseCode: DOA
  dateStart: 20200101
  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: 2666-7908
  dateEnd: 99991231
  omitProxy: false
  ssIdentifier: ssj0002513218
  issn: 2666-7908
  databaseCode: M~E
  dateStart: 20200101
  isFulltext: true
  titleUrlDefault: https://road.issn.org
  providerName: ISSN International Centre
link http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwrV09T8MwELVQxQAD4lOUL3lgQxGO7cTxCIiKBYQESN2i5GyjItqitjDy27mL0yoTLAxJpMixo8sl9-y8e8fYeQG1kt6libIp0ATFJJXLs8TTPz6nZMiCaIpNmIeHYji0j51SX8QJi_LA0XCXaUBID976zGFo9zhjq5wEk2pHSZW2gUbC2M5kir7BGLWVbBb3MADlibGiaDNmIrkLeyYipZTEEsiotmQnKjXi_Z3g1Ak4g2221SJFfhXvcIet-cku2-zoB-6xJ6pkRvnkvJo43KK-CJ8GDtP5IolcDfyccd9k-PHxiuvCEavylVSE42Pi5b3ORm6-z14Gt883d0lbJSEBnYpFUttCIyYIRlgolHemClUQINOclmOtAa0gr3SodQAvQl6BCXgsKuUCKKXVAetNphN_yHjQXuhaOulxEoVvey1rI0WwkCFMkBD6LF1aqYRWQpwqWbyXS67YW0mWLcmyZbRsn12srvmIAhq_tr4m469akvh1cwJdomxdovzLJfosWz66ssURER9gV6NfBj_6j8GP2QZ1GdlkJ6y3mH36U7YOX4vRfHbWeCnu779vfwBh-OvB
linkProvider Directory of Open Access Journals
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=Modeling+and+analysis+of+cost-effective+energy+management+for+integrated+microgrids&rft.jtitle=Cleaner+Engineering+and+Technology&rft.au=Abu+Shufian&rft.au=Nur+Mohammad&rft.date=2022-06-01&rft.pub=Elsevier&rft.issn=2666-7908&rft.eissn=2666-7908&rft.volume=8&rft.spage=100508&rft_id=info:doi/10.1016%2Fj.clet.2022.100508&rft.externalDBID=DOA&rft.externalDocID=oai_doaj_org_article_1f871ce9e5d143e788ad2c714d62869a
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=2666-7908&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=2666-7908&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=2666-7908&client=summon