A Method for Generating and Checking D5000 Alarm Information Based on Semantic Analysis

doi:10.11930/j.issn.1004-9649.201805051

Abstract

Abstract: To solve the problems of vague description, undefined interval and missing alarming level existing in centralized power grid monitoring information, this paper proposes a method for generating and checking D5000 alarm information based on semantic analysis. Firstly, the automatic generation of D5000 alarm information table is realized by referring to expert knowledge base theory. Besides, the basic logic variables are automatically extracted from the alarming information table by character decomposition. Based on a comparative analysis of D5000 and ON2000 information tables, the checking and error-correcting function is also accomplished. A case study of a 110 kV substation shows that the method is valuable in simplifying the manual checking process, improving the information processing efficiency, and optimizing the management level of monitoring information.

Key words: power system dispatching and control, dispatching, D5000, alarm information, information generating and checking, expert system knowledge base, semantic analysis

CLC Number:

TM734

ZHANG Xinjie, WANG Jian. A Method for Generating and Checking D5000 Alarm Information Based on Semantic Analysis[J]. Electric Power, 2019, 52(5): 134-141.

Add to citation manager EndNote|Ris|BibTeX

URL: https://www.electricpower.com.cn/EN/10.11930/j.issn.1004-9649.201805051

https://www.electricpower.com.cn/EN/Y2019/V52/I5/134

References 14

[1]	李国伟. 智能电网调度主站D5000系统的应用研究[D]. 保定:华北电力大学, 2014.
[2]	樊陈, 倪益民, 窦仁晖. 智能变电站一体化监控系统有关规范解读[J]. 电力系统自动化, 2012, 36(19):1-5 FAN Chen, NI Yimin, DOU Renhui. Interpretation of relevant specifications of integrated supervision and control systems in smart substations[J]. Automation of Electric Power Systems, 2012, 36(19):1-5
[3]	顾雪平, 刘道兵, 孙海新, 等. 面向SCADA系统的电网故障诊断信息的获取[J]. 电网技术, 2012, 36(6):64-70 GU Xueping, LIU Daobing, SUN Haixin, et al. Acquisition of power system fault diagnosis information from SCADA system[J]. Power System Technology, 2012, 36(6):64-70
[4]	LI Z X, YIN X G, ZHANG Z, et al. Wide-area protection fault identification algorithm based on multi-information fusion[J]. IEEE Transactions on Power Delivery, 2013, 28(3):1348-1355.
[5]	王立滨. 电网监控系统信息管理的探究[J]. 科技创新与应用, 2013(35):88
[6]	王刚军, 张学松, 郭志忠. 电力信息安全的监控与分析[J]. 电网技术, 2004, 26(9):50-53 WANG Gangjun, ZHANG Xuesong, GUO Zhizhong. Monitoring and analysis of electric power information security[J]. Power System Technology, 2004, 26(9):50-53
[7]	尹小波, 江叶峰, 王鹏. 基于专家系统的监控信息分析[J]. 电工技术, 2015(5):1-2
[8]	朱福勇. 基于语义分析的信息检索技术的研究[D]. 哈尔滨:哈尔滨工程大学, 2012.
[9]	张旭, 魏娟, 赵冬梅, 等. 一种用于电网故障诊断的遥信信息解析方法[J]. 中国电机工程学报, 2014, 34(22):3824-3833 ZHANG Xu, WEI Juan, ZHAO Dongmei, et al. An analytic alarm information method for power grid fault diagnosis[J]. Proceedings of the CSEE, 2014, 34(22):3824-3833
[10]	吴泉源, 刘江宁. 人工智能与专家系统[M]. 长沙:国防科技大学出版社, 1995.
[11]	王同文, 谢民, 孙月琴. 基于专家系统的继电保护故障信息综合分析技术[J]. 电力系统保护与控制, 2013, 41(12):131-135 WANG Tongwen, XIE Min, SUN Yueqin. Synthetic analysis of relay protection fault information based on expert system[J]. Power System Protection and Control, 2013, 41(12):131-135
[12]	张旭, 魏娟, 赵冬梅, 等. 电网故障诊断的研究历程及展望[J]. 电网技术, 2013, 37(10):2745-2753 ZHANG Xu, WEI Juan, ZHAO Dongmei, et al. Research course and prospects of power grid fault diagnosis[J]. Power System Technology, 2013, 37(10):2745-2753
[13]	杨薇薇, 廖翔. 一种改进的BM模式匹配算法[J]. 计算机应用, 2006, 26(2):318-319 YANG Weiwei, LIAO Xiang. Improved pattern matching algorithm of BM[J]. Computer Applications, 2006, 26(2):318-319
[14]	彭志强, 张小易, 游浩云, 等. 智能电网调度控制系统主备通道信息比对技术分析[J]. 中国电力, 2015, 48(8):155-160 PENG Zhiqiang, ZHANG Xiaoyi, YOU Haoyun, et al. Analysis on intelligent matching technology of main & spare channel information of smart grid power dispatching automation system[J]. Electric Power, 2015, 48(8):155-160

[1]	Zhiyuan GAO, Weijin ZHUANG, Feng LI, Fang YU, Hong ZHANG, Yan WANG, Min XIA. High Reusability Verification Platform for Artificial Intelligence Applications in Power Grid Dispatching and Control Field [J]. Electric Power, 2025, 58(3): 142-150.
[2]	Yumin ZHANG, Yanbin Yin, Xingquan JI, Pingfeng YE, Donglei SUN, Aiquan SONG. Optimal Dispatch of Integrated Electric-Heat Energy System Considering Supply Flexibility of Heat Networks Under Different Operation States [J]. Electric Power, 2025, 58(2): 88-102.
[3]	Zhipeng LV, Zhenhao SONG, Lisheng LI, Yang LIU. Optimization Scheduling of Integrated Energy System Scheduling in Industrial Park containing Electric Vehicles [J]. Electric Power, 2024, 57(4): 25-31.
[4]	WU Di, WANG Zhengfeng, GAO Weiheng, YING Yiqiang. Research on Power Grid Security Check for Provincial Electricity Spot Market [J]. Electric Power, 2023, 56(9): 57-65.
[5]	PI Zhiyong, ZHU Yi, LIAO Xuan, LI Zhenxing, FANG Hao, WU Pei. Fault Location Method for Communication Link with Multi-information Fusion Modeling of Smart Substation [J]. Electric Power, 2023, 56(8): 207-215.
[6]	LIU Dong, ZHANG Yue, PI Junbo, SHAN Lianfei, LIU He, SONG Pengcheng, JIANG TAO. Construction and Application of Knowledge Graph for Intelligent Retrieval of Power Grid Dispatching and Control Information [J]. Electric Power, 2023, 56(7): 78-84.
[7]	ZHOU Yunhai, ZHANG Zhiying, XU Fei, GUO Qi, LIU Liande, JIA Qian. Hierarchical Progressive Optimization Algorithm for Day-Ahead Planning of Provincial Power Grid with Multiple Pumped Storage Power Stations [J]. Electric Power, 2023, 56(5): 41-50.
[8]	LI Xiongwei, WANG Xin, GU Jiawei, XU Jiahao. Day-Ahead Optimal Dispatching of Wind-Solar-Thermal Power Storage System Considering Deep Peak Shaving of Thermal Power [J]. Electric Power, 2023, 56(1): 1-7,48.
[9]	LIU He, PI Junbo, SONG Pengcheng, ZHAO Hanlin, ZHANG Yue, LIU Xianzhuang. An Event Extraction Method for Power Dispatching Text Based on Hybrid Neural Network [J]. Electric Power, 2022, 55(9): 105-110,120.
[10]	ZHAO Yinan, SONG Bin, QIAN Zhenyu, LI Shunxin. Dispatching Architecture and Planning Method of Future Distribution Network [J]. Electric Power, 2022, 55(4): 70-77.
[11]	GUO Zuogang, XU Min, YU Hao, LEI Jinyong, JI Haoran, LI Peng. Interval Optimal Dispatching of Community Integrated Energy System Considering Multiple Uncertainties [J]. Electric Power, 2022, 55(11): 121-128,141.
[12]	HU Funian, XU Weicheng, CHEN Jun. Dispatching Strategy for Integrated Electric and Heating Energy System Including Renewable Energy and CAES Power Station [J]. Electric Power, 2022, 55(11): 129-141.
[13]	LI Feng, PENG Huimin, YUAN Huling, WAN Fangru, HUANG Tiangang, LI Wei. Application Function Design for UPFC Online Operation Optimization Decision-making [J]. Electric Power, 2021, 54(7): 76-82.
[14]	ZHU Gang, LI Yanhe, ZHANG Zhen, XU Yourui. Operation Control Technology and Application of All-clean Energy Power Supply in Provincial Power Grid [J]. Electric Power, 2021, 54(5): 195-205.
[15]	MA Jianzhong, HU Kaibo, YU Lifeng. Smart Grid Control Attack Defense Based on Semantic Analysis in Industrial Control Operation and Maintenance [J]. Electric Power, 2020, 53(9): 214-220.