共 49 条
Operation of smart distribution networks by considering the spatial-temporal flexibility of data centers and battery energy storage systems
被引:19
作者:

Taghizad-Tavana, Kamran
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Tabriz, Fac Elect & Comp Engn, Tabriz, Iran Univ Tabriz, Fac Elect & Comp Engn, Tabriz, Iran

Tarafdar-Hagh, Mehrdad
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h-index: 0
机构:
Univ Tabriz, Fac Elect & Comp Engn, Tabriz, Iran Univ Tabriz, Fac Elect & Comp Engn, Tabriz, Iran

Nojavan, Sayyad
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h-index: 0
机构:
Univ Bonab, Dept Elect Engn, Bonab, Iran Univ Tabriz, Fac Elect & Comp Engn, Tabriz, Iran

Yasinzadeh, Mohammad
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h-index: 0
机构:
East Azerbaijan Elect Power Distribut Co, Tehran, Iran Univ Tabriz, Fac Elect & Comp Engn, Tabriz, Iran

Ghanbari-Ghalehjoughi, Mohsen
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Tabriz, Fac Elect & Comp Engn, Tabriz, Iran Univ Tabriz, Fac Elect & Comp Engn, Tabriz, Iran
机构:
[1] Univ Tabriz, Fac Elect & Comp Engn, Tabriz, Iran
[2] Univ Bonab, Dept Elect Engn, Bonab, Iran
[3] East Azerbaijan Elect Power Distribut Co, Tehran, Iran
关键词:
Smart distribution networks;
Data centers;
Renewable energy resources;
Battery energy storage systems;
Robust optimization;
D O I:
10.1016/j.scs.2024.105746
中图分类号:
TU [建筑科学];
学科分类号:
0813 ;
摘要:
This paper proposes a new framework for Smart Distribution Networks (SDN) operation by leveraging data centers' spatial-temporal flexibility. Combining this flexibility with Battery Energy Storage Systems (BES) capabilities can create a more robust and practical solution for real-world grid management challenges. Reducing the power exchange with the upstream network during peak hours is critical to reduce total losses. The proposed framework shows a 24.61 % reduction in power exchange with the upstream network during peak hours, resulting in a 39.71 % reduction in total loss compared to normal operation. In addition, managing the uncertainty of renewable energy resource generation and load demand using the robust optimization method has been one of the main goals of this work. Finally, the study utilizes sensitivity analysis to identify the most optimal placement of data centers and BES units within the power grid, maximizing the benefits of this integrated approach. Sensitivity analysis on data centers and BES locations identified optimal locations on buses 15, 25, 33 and 2, 8, 23, 28, respectively. The results show that this strategic placement will reduce total losses by 12 % more than the proposed framework.
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页数:18
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共 49 条
[1]
Voltage regulation and power loss mitigation by optimal allocation of energy storage systems in distribution systems considering wind power uncertainty
[J].
ALAhmad, Ahmad K.
.
JOURNAL OF ENERGY STORAGE,
2023, 59

ALAhmad, Ahmad K.
论文数: 0 引用数: 0
h-index: 0
机构:
Amity Univ, Dept EEE, Dubai, U Arab Emirates Amity Univ, Dept EEE, Dubai, U Arab Emirates
[2]
Optimal sizing and placement of battery energy storage system for maximum variable renewable energy penetration considering demand response flexibility: A case in Lombok power system, Indonesia
[J].
Apribowo, Chico Hermanu Brillianto
;
Hadi, Sasongko Pramono
;
Wijaya, Fransisco Danang
;
Setyonegoro, Mokhammad Isnaeni Bambang
;
Sarjiya
.
ENERGY CONVERSION AND MANAGEMENT-X,
2024, 23

论文数: 引用数:
h-index:
机构:

Hadi, Sasongko Pramono
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Gadjah Mada, Dept Elect & Informat Engn, Yogyakarta 55281, Indonesia Univ Gadjah Mada, Dept Elect & Informat Engn, Yogyakarta 55281, Indonesia

Wijaya, Fransisco Danang
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Gadjah Mada, Dept Elect & Informat Engn, Yogyakarta 55281, Indonesia Univ Gadjah Mada, Dept Elect & Informat Engn, Yogyakarta 55281, Indonesia

Setyonegoro, Mokhammad Isnaeni Bambang
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Gadjah Mada, Dept Elect & Informat Engn, Yogyakarta 55281, Indonesia Univ Gadjah Mada, Dept Elect & Informat Engn, Yogyakarta 55281, Indonesia

Sarjiya
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Gadjah Mada, Dept Elect & Informat Engn, Yogyakarta 55281, Indonesia
Univ Gadjah Mada, Ctr Energy Studies, Yogyakarta 55281, Indonesia Univ Gadjah Mada, Dept Elect & Informat Engn, Yogyakarta 55281, Indonesia
[3]
Optimal battery operation for the optimization of power distribution networks: An application of the ant lion optimizer
[J].
Avellaneda-Gomez, Laura Sofia
;
Grisales-Norena, Luis Fernando
;
Cortes-Caicedo, Brandon
;
Montoya, Oscar Danilo
;
Bolanos, Ruben Ivan
.
JOURNAL OF ENERGY STORAGE,
2024, 84

Avellaneda-Gomez, Laura Sofia
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Distrital Francisco Jose Caldas, Fac Ingn, Grp Compatibil Interferencia Electromagnet, Bogota 110231, Colombia Univ Distrital Francisco Jose Caldas, Fac Ingn, Grp Compatibil Interferencia Electromagnet, Bogota 110231, Colombia

Grisales-Norena, Luis Fernando
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Talca, Fac Engn, Dept Elect Engn, Curico 3340000, Chile Univ Distrital Francisco Jose Caldas, Fac Ingn, Grp Compatibil Interferencia Electromagnet, Bogota 110231, Colombia

Cortes-Caicedo, Brandon
论文数: 0 引用数: 0
h-index: 0
机构:
Inst Univ Pascual Bravo, Fac Ingn, Campus Robledo, Medellin 050036, Colombia Univ Distrital Francisco Jose Caldas, Fac Ingn, Grp Compatibil Interferencia Electromagnet, Bogota 110231, Colombia

Montoya, Oscar Danilo
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Distrital Francisco Jose Caldas, Fac Ingn, Grp Compatibil Interferencia Electromagnet, Bogota 110231, Colombia Univ Distrital Francisco Jose Caldas, Fac Ingn, Grp Compatibil Interferencia Electromagnet, Bogota 110231, Colombia

Bolanos, Ruben Ivan
论文数: 0 引用数: 0
h-index: 0
机构:
Fac Ingn, Inst Tecnol Metropolitano, Campus Robledo, Medellin 050036, Colombia Univ Distrital Francisco Jose Caldas, Fac Ingn, Grp Compatibil Interferencia Electromagnet, Bogota 110231, Colombia
[4]
Probabilistic photovoltaic generation and load demand uncertainties modelling for active distribution networks hosting capacity calculations
[J].
Ayaz, Melike Selcen
;
Malekpour, Mostafa
;
Azizipanah-Abarghooee, Rasoul
;
Karimi, Mazaher
;
Terzija, Vladimir
.
INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS,
2024, 159

Ayaz, Melike Selcen
论文数: 0 引用数: 0
h-index: 0
机构:
Natl Grid ESO, Warwick CV346DA, England Natl Grid ESO, Warwick CV346DA, England

Malekpour, Mostafa
论文数: 0 引用数: 0
h-index: 0
机构:
WSP, Energy Advisory Dept, Manchester, England Natl Grid ESO, Warwick CV346DA, England

Azizipanah-Abarghooee, Rasoul
论文数: 0 引用数: 0
h-index: 0
机构:
WSP, Energy Advisory Dept, Manchester, England Natl Grid ESO, Warwick CV346DA, England

Karimi, Mazaher
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Vaasa, Sch Technol & Innovat, Vaasa, Finland Natl Grid ESO, Warwick CV346DA, England

论文数: 引用数:
h-index:
机构:
[5]
A New Bi-Objective Approach to Energy Management in Distribution Networks with Energy Storage Systems
[J].
Azizivahed, Ali
;
Naderi, Ehsan
;
Narimani, Hossein
;
Fathi, Mehdi
;
Narimani, Mohammad Rasoul
.
IEEE TRANSACTIONS ON SUSTAINABLE ENERGY,
2018, 9 (01)
:56-64

Azizivahed, Ali
论文数: 0 引用数: 0
h-index: 0
机构:
Shiraz Univ Technol, Dept Elect Engn, Shiraz 1387671557, Iran Shiraz Univ Technol, Dept Elect Engn, Shiraz 1387671557, Iran

Naderi, Ehsan
论文数: 0 引用数: 0
h-index: 0
机构:
Razi Univ, Fac Engn & Technol, Kermanshah 67146, Iran Shiraz Univ Technol, Dept Elect Engn, Shiraz 1387671557, Iran

Narimani, Hossein
论文数: 0 引用数: 0
h-index: 0
机构:
Islamic Azad Univ, Dept Elect Engn, Kermanshah Branch, Kermanshah 67146, Iran Shiraz Univ Technol, Dept Elect Engn, Shiraz 1387671557, Iran

Fathi, Mehdi
论文数: 0 引用数: 0
h-index: 0
机构:
Islamic Azad Univ, Dept Elect Engn, Kermanshah Branch, Kermanshah 67146, Iran Shiraz Univ Technol, Dept Elect Engn, Shiraz 1387671557, Iran

论文数: 引用数:
h-index:
机构:
[6]
Information gap decision theory with risk aversion strategy for robust planning of hybrid photovoltaic/wind/battery storage system in distribution networks considering uncertainty
[J].
Boroumandfar, Gholamreza
;
Khajehzadeh, Alimorad
;
Eslami, Mahdiyeh
;
Syah, Rahmad B. Y.
.
ENERGY,
2023, 278

Boroumandfar, Gholamreza
论文数: 0 引用数: 0
h-index: 0
机构:
Islamic Azad Univ, Dept Elect Engn, Kerman Branch, Kerman, Iran Islamic Azad Univ, Dept Elect Engn, Kerman Branch, Kerman, Iran

Khajehzadeh, Alimorad
论文数: 0 引用数: 0
h-index: 0
机构:
Islamic Azad Univ, Dept Elect Engn, Kerman Branch, Kerman, Iran Islamic Azad Univ, Dept Elect Engn, Kerman Branch, Kerman, Iran

Eslami, Mahdiyeh
论文数: 0 引用数: 0
h-index: 0
机构:
Islamic Azad Univ, Dept Elect Engn, Kerman Branch, Kerman, Iran Islamic Azad Univ, Dept Elect Engn, Kerman Branch, Kerman, Iran

Syah, Rahmad B. Y.
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Medan Area, Fac Engn, CoE PUIN, Medan, Indonesia Islamic Azad Univ, Dept Elect Engn, Kerman Branch, Kerman, Iran
[7]
Robust optimization based coordinated network and source planning of integrated energy systems
[J].
Chen, Liang
;
Yang, Dandan
;
Cai, Jun
;
Yan, Ying
.
INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS,
2024, 157

Chen, Liang
论文数: 0 引用数: 0
h-index: 0
机构:
Nanjing Univ Informat Sci & Technol, Sch Automat, C MEIC, CICAEET, Nanjing 210044, Peoples R China Nanjing Univ Informat Sci & Technol, Sch Automat, C MEIC, CICAEET, Nanjing 210044, Peoples R China

Yang, Dandan
论文数: 0 引用数: 0
h-index: 0
机构:
Nanjing Univ Informat Sci & Technol, Sch Automat, C MEIC, CICAEET, Nanjing 210044, Peoples R China Nanjing Univ Informat Sci & Technol, Sch Automat, C MEIC, CICAEET, Nanjing 210044, Peoples R China

Cai, Jun
论文数: 0 引用数: 0
h-index: 0
机构:
Nanjing Univ Informat Sci & Technol, Sch Automat, C MEIC, CICAEET, Nanjing 210044, Peoples R China
Anhui Jianzhu Univ, Sch Mech & Elect Engn, Hefei 230009, Peoples R China
Nanjing Univ Informat Sci & Technol, Sch Automat, Nanjing 210044, Peoples R China Nanjing Univ Informat Sci & Technol, Sch Automat, C MEIC, CICAEET, Nanjing 210044, Peoples R China

Yan, Ying
论文数: 0 引用数: 0
h-index: 0
机构:
Nanjing Univ Informat Sci & Technol, Sch Automat, C MEIC, CICAEET, Nanjing 210044, Peoples R China Nanjing Univ Informat Sci & Technol, Sch Automat, C MEIC, CICAEET, Nanjing 210044, Peoples R China
[8]
Operational flexibility of active distribution networks with the potential from data centers
[J].
Chen, Sirui
;
Li, Peng
;
Ji, Haoran
;
Yu, Hao
;
Yan, Jinyue
;
Wu, Jianzhong
;
Wang, Chengshan
.
APPLIED ENERGY,
2021, 293

Chen, Sirui
论文数: 0 引用数: 0
h-index: 0
机构:
Tianjin Univ, Key Lab Smart Grid, Minist Educ, Tianjin 300072, Peoples R China Tianjin Univ, Key Lab Smart Grid, Minist Educ, Tianjin 300072, Peoples R China

Li, Peng
论文数: 0 引用数: 0
h-index: 0
机构:
Tianjin Univ, Key Lab Smart Grid, Minist Educ, Tianjin 300072, Peoples R China Tianjin Univ, Key Lab Smart Grid, Minist Educ, Tianjin 300072, Peoples R China

Ji, Haoran
论文数: 0 引用数: 0
h-index: 0
机构:
Tianjin Univ, Key Lab Smart Grid, Minist Educ, Tianjin 300072, Peoples R China Tianjin Univ, Key Lab Smart Grid, Minist Educ, Tianjin 300072, Peoples R China

Yu, Hao
论文数: 0 引用数: 0
h-index: 0
机构:
Tianjin Univ, Key Lab Smart Grid, Minist Educ, Tianjin 300072, Peoples R China Tianjin Univ, Key Lab Smart Grid, Minist Educ, Tianjin 300072, Peoples R China

Yan, Jinyue
论文数: 0 引用数: 0
h-index: 0
机构:
Malardalen Univ, Sch Business Soc & Engn, S-72123 Vasteras, Sweden Tianjin Univ, Key Lab Smart Grid, Minist Educ, Tianjin 300072, Peoples R China

Wu, Jianzhong
论文数: 0 引用数: 0
h-index: 0
机构:
Cardiff Univ, Sch Engn, Inst Energy, Cardiff CF24 3AA, Wales Tianjin Univ, Key Lab Smart Grid, Minist Educ, Tianjin 300072, Peoples R China

Wang, Chengshan
论文数: 0 引用数: 0
h-index: 0
机构:
Tianjin Univ, Key Lab Smart Grid, Minist Educ, Tianjin 300072, Peoples R China Tianjin Univ, Key Lab Smart Grid, Minist Educ, Tianjin 300072, Peoples R China
[9]
A new correlated polyhedral uncertainty set for robust optimization
[J].
Daneshvari, Hamed
;
Shafaei, Rasoul
.
COMPUTERS & INDUSTRIAL ENGINEERING,
2021, 157

Daneshvari, Hamed
论文数: 0 引用数: 0
h-index: 0
机构:
KN Toosi Univ Technol, Dept Ind Engn, 470 Pardis, Tehran, Iran KN Toosi Univ Technol, Dept Ind Engn, 470 Pardis, Tehran, Iran

Shafaei, Rasoul
论文数: 0 引用数: 0
h-index: 0
机构:
KN Toosi Univ Technol, Dept Ind Engn, 470 Pardis, Tehran, Iran KN Toosi Univ Technol, Dept Ind Engn, 470 Pardis, Tehran, Iran
[10]
Optimal management algorithm of microgrid connected to the distribution network considering renewable energy system uncertainties
[J].
Dashtaki, Amir Ali
;
Hakimi, Seyed Mehdi
;
Hasankhani, Arezoo
;
Derakhshani, Ghasem
;
Abdi, Babak
.
INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS,
2023, 145

Dashtaki, Amir Ali
论文数: 0 引用数: 0
h-index: 0
机构:
Islamic Azad Univ, Dept Elect Engn, Damavand Branch, Damavand, Iran
Islamic Azad Univ, Renewable Energy Res Ctr, Damavand Branch, Damavand, Iran Islamic Azad Univ, Dept Elect Engn, Damavand Branch, Damavand, Iran

Hakimi, Seyed Mehdi
论文数: 0 引用数: 0
h-index: 0
机构:
Islamic Azad Univ, Dept Elect Engn, Damavand Branch, Damavand, Iran
Islamic Azad Univ, Renewable Energy Res Ctr, Damavand Branch, Damavand, Iran Islamic Azad Univ, Dept Elect Engn, Damavand Branch, Damavand, Iran

Hasankhani, Arezoo
论文数: 0 引用数: 0
h-index: 0
机构:
Florida Atlantic Univ, Dept Comp & Elect Engn & Comp Sci, Boca Raton, FL USA Islamic Azad Univ, Dept Elect Engn, Damavand Branch, Damavand, Iran

Derakhshani, Ghasem
论文数: 0 引用数: 0
h-index: 0
机构:
Islamic Azad Univ, Dept Elect Engn, Damavand Branch, Damavand, Iran
Islamic Azad Univ, Renewable Energy Res Ctr, Damavand Branch, Damavand, Iran Islamic Azad Univ, Dept Elect Engn, Damavand Branch, Damavand, Iran

Abdi, Babak
论文数: 0 引用数: 0
h-index: 0
机构:
Islamic Azad Univ, Dept Elect Engn, Damavand Branch, Damavand, Iran
Islamic Azad Univ, Renewable Energy Res Ctr, Damavand Branch, Damavand, Iran Islamic Azad Univ, Dept Elect Engn, Damavand Branch, Damavand, Iran