An intelligent analysis method of security and stability control strategy based on the knowledge graph

被引:1
作者
Wen, Bo [1 ]
Li, Hengxuan [1 ]
Zhang, Junhao [2 ]
Han, Qingqing [3 ]
Ding, Zehua [3 ]
机构
[1] State Grid Hubei Elect Power Co, Elect Power Res Inst, Wuhan, Peoples R China
[2] Southeast Univ, Sch Elect Engn, Nanjing, Peoples R China
[3] Nanjing Dongbo Smart Energy Res Inst, Nanjing, Peoples R China
基金
中国国家自然科学基金;
关键词
security and stability control strategy; knowledge graph; ontology design; security and stability control device detection technology; knowledge graph construction technology;
D O I
10.3389/fenrg.2022.1022231
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
The security and stability control system is the guarantee of the security and stability operation of the power grid. With the increasing scale of distributed new energy access to the power grid, the security and stability control strategy of the power grid is becoming more complex, and it is becoming increasingly important to correctly analyze and implement the security and stability control strategy. In order to ensure the correctness of the security and stability control strategy implemented by the security and stability control device, it is necessary to analyze the security and stability control strategy in detail. Therefore, this article proposes an intelligent analysis method of the security and stability control strategy based on the knowledge graph. First, this article introduces the ontology design method of the security and stability control strategy based on the knowledge graph, combines the characteristics and applications of the knowledge graph, analyzes the relationship between the elements of the strategy, and designs a clear-structured knowledge network. Second, this article analyzes the automatic construction technology of the graph, constructs the six-element ontology model of the security and stability control strategy, and realizes the human-computer interaction functions such as auxiliary decision making, strategy reasoning, and intelligent search based on the knowledge graph. Using artificial intelligence technology, this article takes the security and stability control strategy of a certain area's security and stability control system as an example to model and manage. The results show that it can assist the tester to quickly retrieve the strategy, effectively improve the detection efficiency of the security and stability control strategy, avoid the omission and ambiguity caused by the manual understanding of the strategy, and ensure the accuracy and comprehensiveness of the security and stability control strategy detection.
引用
收藏
页数:15
相关论文
共 23 条
[1]  
Cen Y., 2008, 2008 IEEE PACIFIC AS, P54
[2]   2PnS-EG: A general two-population n-strategy evolutionary game for strategic long-term bidding in a deregulated market under different market clearing mechanisms [J].
Cheng, Lefeng ;
Chen, Yang ;
Liu, Guiyun .
INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2022, 142
[3]   Smart dispatching for energy internet with complex cyber-physical-social systems: A parallel dispatch perspective [J].
Cheng, Lefeng ;
Yu, Tao .
INTERNATIONAL JOURNAL OF ENERGY RESEARCH, 2019, 43 (08) :3080-3133
[4]   A new generation of AI: A review and perspective on machine learning technologies applied to smart energy and electric power systems [J].
Cheng, Lefeng ;
Yu, Tao .
INTERNATIONAL JOURNAL OF ENERGY RESEARCH, 2019, 43 (06) :1928-1973
[5]  
[程乐峰 Cheng Lefeng], 2018, [中国电机工程学报, Proceedings of the Chinese Society of Electrical Engineering], V38, P25
[6]  
Christopoulou F, 2019, 2019 CONFERENCE ON EMPIRICAL METHODS IN NATURAL LANGUAGE PROCESSING AND THE 9TH INTERNATIONAL JOINT CONFERENCE ON NATURAL LANGUAGE PROCESSING (EMNLP-IJCNLP 2019), P4925
[7]  
Huang H., 2019, Comput. Syst. Appl, V28, P1, DOI [10.15888/j.cnki.csa.006915, DOI 10.15888/J.CNKI.CSA.006915]
[8]  
[李满礼 Li Manli], 2021, [电力系统自动化, Automation of Electric Power Systems], V45, P113
[9]  
Lin Hai, 2017, China Rice, V23, P1, DOI 10.3969/j.issn.1006-8082.2017.06.001
[10]  
[刘浏 Liu Liu], 2018, [情报学报, Journal of the China Society for Scientific and Technical Information], V37, P329