A Review on the Application of Artificial Intelligence in Anomaly Analysis Detection and Fault Location in Grid Indicator Calculation Data
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作者:
Sun, Shiming
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机构:
Nari Grp Corp, State Grid Elect Power Res Inst, Nanjing 211106, Peoples R ChinaNari Grp Corp, State Grid Elect Power Res Inst, Nanjing 211106, Peoples R China
Sun, Shiming
[1
]
Tang, Yuanhe
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机构:
Nari Grp Corp, State Grid Elect Power Res Inst, Nanjing 211106, Peoples R ChinaNari Grp Corp, State Grid Elect Power Res Inst, Nanjing 211106, Peoples R China
Tang, Yuanhe
[1
]
Tai, Tong
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机构:
Nari Grp Corp, State Grid Elect Power Res Inst, Nanjing 211106, Peoples R ChinaNari Grp Corp, State Grid Elect Power Res Inst, Nanjing 211106, Peoples R China
Tai, Tong
[1
]
Wei, Xueyun
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机构:
State Grid Jiangsu Elect Power Co Ltd, Power Dispatching & Control Ctr, Nanjing 210024, Peoples R ChinaNari Grp Corp, State Grid Elect Power Res Inst, Nanjing 211106, Peoples R China
Wei, Xueyun
[2
]
Fang, Wei
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机构:
Nanjing Univ Informat Sci & Technol, Sch Comp Sci, Nanjing 210044, Peoples R ChinaNari Grp Corp, State Grid Elect Power Res Inst, Nanjing 211106, Peoples R China
Fang, Wei
[3
]
机构:
[1] Nari Grp Corp, State Grid Elect Power Res Inst, Nanjing 211106, Peoples R China
[2] State Grid Jiangsu Elect Power Co Ltd, Power Dispatching & Control Ctr, Nanjing 210024, Peoples R China
[3] Nanjing Univ Informat Sci & Technol, Sch Comp Sci, Nanjing 210044, Peoples R China
artificial intelligence;
power grid data;
anomaly analysis detection;
fault location;
deep learning;
NEURAL-NETWORKS;
D O I:
10.3390/en17153747
中图分类号:
TE [石油、天然气工业];
TK [能源与动力工程];
学科分类号:
0807 ;
0820 ;
摘要:
With the rapid development of artificial intelligence (AI), AI has been widely applied in anomaly analysis detection and fault location in power grid data and has made significant research progress. Through looking back on traditional methods and deep learning methods in anomaly analysis detection and fault location of power grid data, we aim to provide readers with a comprehensive understanding of the existing knowledge and research advancements in this field. Firstly, we introduce the importance of anomaly analysis detection and fault location in power grid data for the safety and stability of power system operations and review traditional methods for anomaly analysis detection and fault location in power grid data, analyzing their advantages and disadvantages. Next, the paper briefly introduces the concepts of commonly used deep learning models in this field and explores, in depth, the application of deep learning methods in anomaly analysis detection and fault location of power grid data, summarizes the current research progress, and highlights the advantages of deep learning over traditional methods. Finally, we summarize the current issues and challenges faced by deep learning in this field and provide an outlook on future research direction.
机构:
McGill Univ, Dept Family Med, Montreal, PQ, CanadaMcGill Univ, Dept Family Med, Montreal, PQ, Canada
Puterman-Salzman, Lily
Katz, Jory
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McGill Univ, Dept Family Med, Montreal, PQ, CanadaMcGill Univ, Dept Family Med, Montreal, PQ, Canada
Katz, Jory
Bergman, Howard
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McGill Univ, Dept Family Med, Montreal, PQ, CanadaMcGill Univ, Dept Family Med, Montreal, PQ, Canada
Bergman, Howard
Grad, Roland
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机构:
McGill Univ, Dept Family Med, Montreal, PQ, Canada
Jewish Gen Hosp, Lady Davis Inst Med Res, Montreal, PQ, CanadaMcGill Univ, Dept Family Med, Montreal, PQ, Canada
Grad, Roland
Khanassov, Vladimir
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McGill Univ, Dept Family Med, Montreal, PQ, CanadaMcGill Univ, Dept Family Med, Montreal, PQ, Canada
机构:
McGill Univ, Dept Family Med, Montreal, PQ, Canada
Jewish Gen Hosp, Lady Davis Inst Med Res, Montreal, PQ, CanadaMcGill Univ, Dept Family Med, Montreal, PQ, Canada
Vedel, Isabelle
Wilchesky, Machelle
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McGill Univ, Dept Family Med, Montreal, PQ, Canada
Jewish Gen Hosp, Lady Davis Inst Med Res, Montreal, PQ, CanadaMcGill Univ, Dept Family Med, Montreal, PQ, Canada
机构:McGill Univ, Dept Family Med, Montreal, PQ, Canada
Ghourchian, Negar
Rahimi, Samira Abbasgholizadeh
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McGill Univ, Dept Family Med, Montreal, PQ, Canada
Jewish Gen Hosp, Lady Davis Inst Med Res, Montreal, PQ, Canada
Mila Quebec AI Inst, Montreal, PQ, Canada
Jewish Gen Hosp, Herzl Family Practice Ctr, Lady Davis Inst Med Res, 5858 Cote des Neiges Rd,Suite 300, Montreal, PQ H3S 1Z1, CanadaMcGill Univ, Dept Family Med, Montreal, PQ, Canada
机构:
MIT World Peace Univ Pune, Sch Elect Engn, 124 Paud Rd, Pune 411038, Maharashtra, IndiaMIT World Peace Univ Pune, Sch Elect Engn, 124 Paud Rd, Pune 411038, Maharashtra, India
Khadse, Chetan
Patharkar, Abhijeet A.
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MAHATRANSCO, Testing Div, Pune, Maharashtra, IndiaMIT World Peace Univ Pune, Sch Elect Engn, 124 Paud Rd, Pune 411038, Maharashtra, India
Patharkar, Abhijeet A.
Chaudhari, Bharat S.
论文数: 0引用数: 0
h-index: 0
机构:
MIT World Peace Univ Pune, Sch Elect Engn, 124 Paud Rd, Pune 411038, Maharashtra, IndiaMIT World Peace Univ Pune, Sch Elect Engn, 124 Paud Rd, Pune 411038, Maharashtra, India
机构:
China Nucl Power Engn Co Ltd, State Key Lab Nucl Power Safety Monitoring Technol, Shenzhen 518172, Peoples R China
Tsinghua Univ, Shenzhen Int Grad Sch, Shenzhen 518055, Peoples R ChinaChina Nucl Power Engn Co Ltd, State Key Lab Nucl Power Safety Monitoring Technol, Shenzhen 518172, Peoples R China
Gong, Aicheng
Qiao, Zhongjian
论文数: 0引用数: 0
h-index: 0
机构:
Tsinghua Univ, Shenzhen Int Grad Sch, Shenzhen 518055, Peoples R ChinaChina Nucl Power Engn Co Ltd, State Key Lab Nucl Power Safety Monitoring Technol, Shenzhen 518172, Peoples R China
Qiao, Zhongjian
Li, Xihui
论文数: 0引用数: 0
h-index: 0
机构:
Tsinghua Univ, Shenzhen Int Grad Sch, Shenzhen 518055, Peoples R ChinaChina Nucl Power Engn Co Ltd, State Key Lab Nucl Power Safety Monitoring Technol, Shenzhen 518172, Peoples R China
Li, Xihui
Lyu, Jiafei
论文数: 0引用数: 0
h-index: 0
机构:
Tsinghua Univ, Shenzhen Int Grad Sch, Shenzhen 518055, Peoples R ChinaChina Nucl Power Engn Co Ltd, State Key Lab Nucl Power Safety Monitoring Technol, Shenzhen 518172, Peoples R China
Lyu, Jiafei
Li, Xiu
论文数: 0引用数: 0
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机构:
Tsinghua Univ, Shenzhen Int Grad Sch, Shenzhen 518055, Peoples R ChinaChina Nucl Power Engn Co Ltd, State Key Lab Nucl Power Safety Monitoring Technol, Shenzhen 518172, Peoples R China
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Univ York, Dept Elect Engn, York YO10 5DD, N Yorkshire, EnglandUniv York, Dept Elect Engn, York YO10 5DD, N Yorkshire, England
Lang, Wangjie
Hu, Yihua
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Univ York, Dept Elect Engn, York YO10 5DD, N Yorkshire, EnglandUniv York, Dept Elect Engn, York YO10 5DD, N Yorkshire, England
Hu, Yihua
Gong, Chao
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h-index: 0
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Univ York, Dept Elect Engn, York YO10 5DD, N Yorkshire, EnglandUniv York, Dept Elect Engn, York YO10 5DD, N Yorkshire, England
Gong, Chao
Zhang, Xiaotian
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Univ York, Dept Elect Engn, York YO10 5DD, N Yorkshire, EnglandUniv York, Dept Elect Engn, York YO10 5DD, N Yorkshire, England
Zhang, Xiaotian
Xu, Hui
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h-index: 0
机构:
Leeds Beckett Univ, Sch Built Environm Engn & Comp, Leeds LS6 3QS, W Yorkshire, EnglandUniv York, Dept Elect Engn, York YO10 5DD, N Yorkshire, England
Xu, Hui
Deng, Jiamei
论文数: 0引用数: 0
h-index: 0
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Leeds Beckett Univ, Sch Built Environm Engn & Comp, Leeds LS6 3QS, W Yorkshire, EnglandUniv York, Dept Elect Engn, York YO10 5DD, N Yorkshire, England
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Univ Western Australia, UWA Dent Sch, 17 Monash Ave, Perth 6009, AustraliaUniv Western Australia, UWA Dent Sch, 17 Monash Ave, Perth 6009, Australia
Abbott, Lyndon p
Saikia, Ankita
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Univ Western Australia, UWA Dent Sch, 17 Monash Ave, Perth 6009, AustraliaUniv Western Australia, UWA Dent Sch, 17 Monash Ave, Perth 6009, Australia
Saikia, Ankita
Anthonappa, Robert p
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h-index: 0
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Univ Western Australia, UWA Dent Sch, 17 Monash Ave, Perth 6009, AustraliaUniv Western Australia, UWA Dent Sch, 17 Monash Ave, Perth 6009, Australia
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Univ Sains Malaysia, Sch Comp Sci, Minden 11800, Pulau Pinang, MalaysiaUniv Sains Malaysia, Sch Comp Sci, Minden 11800, Pulau Pinang, Malaysia
Mohammed, Thura J.
Xinying, Chew
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机构:
Univ Sains Malaysia, Sch Comp Sci, Minden 11800, Pulau Pinang, MalaysiaUniv Sains Malaysia, Sch Comp Sci, Minden 11800, Pulau Pinang, Malaysia
Xinying, Chew
Alnoor, Alhamzah
论文数: 0引用数: 0
h-index: 0
机构:
Univ Sains Malaysia, Sch Comp Sci, Minden 11800, Pulau Pinang, Malaysia
Southern Tech Univ, Management Tech Coll, Basrah 61004, Iraq
ASharqiyah Univ ASU, Coll Business Adm COBA, Management Dept, Ibra, OmanUniv Sains Malaysia, Sch Comp Sci, Minden 11800, Pulau Pinang, Malaysia
Alnoor, Alhamzah
Khaw, Khai Wah
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机构:
Univ Sains Malaysia, Sch Management, Malacca 11800, Pulau Pinang, MalaysiaUniv Sains Malaysia, Sch Comp Sci, Minden 11800, Pulau Pinang, Malaysia
Khaw, Khai Wah
Albahri, A. S.
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机构:
Imam Jaafar Al Sadiq Univ, Tech Coll, Baghdad 10001, Iraq
Univ Informat Technol & Commun UOITC, Baghdad, IraqUniv Sains Malaysia, Sch Comp Sci, Minden 11800, Pulau Pinang, Malaysia
Albahri, A. S.
Teoh, Wei Lin
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Heriot Watt Univ Malaysia, Sch Math & Comp Sci, Putrajaya 62200, MalaysiaUniv Sains Malaysia, Sch Comp Sci, Minden 11800, Pulau Pinang, Malaysia
Teoh, Wei Lin
Chong, Zhi Lin
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Univ Tunku Abdul Rahman, Fac Engn & Green Technol, Dept Elect Engn, Kampar 31900, Perak, MalaysiaUniv Sains Malaysia, Sch Comp Sci, Minden 11800, Pulau Pinang, Malaysia
Chong, Zhi Lin
Saha, Sajal
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Int Univ Business Agr & Technol, Dept Math, Dhaka 1230, BangladeshUniv Sains Malaysia, Sch Comp Sci, Minden 11800, Pulau Pinang, Malaysia