Expansible Modeling and Applied Strategies Based on Semantic Web for Expert System of AC-DC Intelligent Substation

Expand
  • 1. State Grid Shanghai Electric Power Research Institute, Shanghai 200437, China; 2. Department of Electrical Engineering, Shanghai Jiao Tong University, Shanghai 200240, China; 3. Shanghai Yihao Automation Co., Ltd., Shanghai 201204, China

Abstract

In order to realize the modeling of the C language integrated production system (CLIPS) expert system, this paper analyzes the basic conception and function of semantic web. The strategies and rules of the expert system for smart breaker unit and voltage unit, voltage unit, smart breaker unit and hybrid AC-DC stability control unit are devised. By adding the semantic web conception to the structure, the expert system knowledge-base is more systematic and it does help to improve the logic and uniformity among different concepts of the knowledge-base. The final goal is to improve the expansibility of the expert system knowledge-base and improve the reuse rate of the rules in expert system rule-base.

Cite this article

SONG Jie,ZHOU Jian,BAO Wei,HUANG Wentao,GAO Xiang . Expansible Modeling and Applied Strategies Based on Semantic Web for Expert System of AC-DC Intelligent Substation[J]. Journal of Shanghai Jiaotong University, 2018 , 52(9) : 1072 -1080 . DOI: 10.16183/j.cnki.jsjtu.2018.09.010

References

[1]刘伟, 李江林, 杨恢宏, 等. 智能变电站告警与辅助决策系统的实现[J]. 电力系统保护与控制, 2011, 39(15): 146-150. LIU Wei, LI Jianglin, YANG Huihong, et al. Implementation of intelligent alarm and AMD system in the smart substation[J]. Power System Protection and Control, 2011, 39(15): 146-150. [2]赵俊瑞, 王占山, 王继东, 等. 微网故障特性分析及保护方法[J]. 上海交通大学学报, 2015, 49(6): 913-922. ZHAO Junrui, WANG Zhanshan, WANG Jidong, et al. Fault characteristics of microgrid and protection strategies[J]. Journal of Shanghai Jiao Tong University, 2015, 49(6): 913-922. [3]谷月雁, 司刚, 刘清瑞. 智能变电站中顺序控制的功能分析与实现[J]. 电气技术, 2011(1): 58-62. GU Yueyan, SI Gang, LIU Qingrui. Functional ana-lysis and realization of sequential control in smart substations[J]. Electrical Engineering, 2011(1): 58-62. [4]肖湘宁. 新一代电网中多源多变换复杂交直流系统的基础问题[J]. 电工技术学报, 2015, 30(15): 1-14. XIAO Xiangning. Basic problems of the new complex AC-DC power grid with multiple energy resources and multiple conversions[J]. Transactions of China Electrotechnical Society, 2015, 30(15): 1-14. [5]姬书军, 朱学科, 李淮海. 变电站智能告警专家系统研究[J]. 华东电力, 2011, 39(5): 773-775. JI Shujun, ZHU Xueke, LI Huaihai. Research on the intelligent alarm expert system of substation[J]. East China Electric Power, 2011, 39(5): 773-775. [6]李跃军. 智能变电站二次设备状态评估模型及其应用的研究[D]. 北京: 华北电力大学电气与电子工程学院, 2015. LI Yuejun. Research on condition-based evaluation model and application of secondary equipment in intelligent substation[D]. Beijing: School of Electrical and Electronic Engineering, North China Electric Power University, 2015. [7]刘炎禄, 俞勇. 面向语义Web的知识表示框架[J]. 上海交通大学学报, 2002, 36(9): 1309-1311. LIU Yanlu, YU Yong. Knowledge representation on semantic web[J]. Journal of Shanghai Jiao Tong University, 2002, 36(9): 1309-1311. [8]黄彦浩, 周孝信. 基于本体理论的智能电网广义数据管理模型[J]. 电力系统自动化, 2014, 38(9): 114-118. HUANG Yanhao, ZHOU Xiaoxin. Generalized data management model of smart grid based on ontology theory[J]. Automation of Electric Power Systems, 2014, 38(9): 114-118. [9]STUDER R, BENJAMINS V R, FENSEL D. Knowledge engineering: Principles and methods[J]. Data & Knowledge Engineering, 1998, 25(1/2): 161-197. [10]李洁, 丁颖. 语义网关键技术概述[J]. 计算机工程与设计, 2007, 28(8): 1831-1833. LI Jie, DING Ying. Survey of sematic web key techniques[J]. Computer Engineering and Design, 2007, 28(8): 1831-1833. [11]陈谷川, 陈豫. 语义网知识组织系统的研究与构架[J]. 现代图书情报技术, 2006(4): 24-28. CHEN Guchuan, CHEN Yu. Research and architecture of semantic web knowledge organization system[J]. New Technology of Library and Information Service, 2006(4): 24-28. [12]肖杭, 张秀彬. 基于分层模型与本体映射的异构电力信息系统集成[J]. 上海交通大学学报, 2009, 43(8): 1238-1242. XIAO Hang, ZHANG Xiubin. Integration of heterogeneous electric power information system based on hierarchy model and ontology mapping[J]. Journal of Shanghai Jiao Tong University, 2009, 43(8): 1238-1242. [13]朱林, 王鹏远, 石东源. 智能变电站通信网络状态监测信息模型及配置描述[J]. 电力系统自动化, 2013, 37(11): 87-92. ZHU Lin, WANG Pengyuan, SHI Dongyuan. Status monitoring information model and configuration description of communication network in smart substations[J]. Automation of Electric Power Systems, 2013, 37(11): 87-92. [14]刘晓胜, 庞继伟, 徐殿国, 等. 基于蛛网结构的智能变电站过程层 GOOSE 网组网可靠性与实时性研究[J]. 电工技术学报, 2013, 28(S1): 245-250. LIU Xiaosheng, PANG Jiwei, XU Dianguo, et al. Research on the reliability and real-time of process layer GOOSE network scheme in smart substation based on spider web topology structure[J]. Transactions of China Electrotechnical Society, 2013, 28(S1): 245-250. [15]杨紫苓, 顾建炜, 张铁峰. 基于本体的IEC61850语义信息模型一致性校验[J]. 信息技术, 2013(5): 1-78. YANG Ziling, GU Jianwei, ZHANG Tiefeng. Consistency validation for IEC61850 information model based on ontology[J]. Information Technology, 2013(5): 1-78. [16]吴润泽, 王欣宇, 张晓平, 等. 基于IEC61850的DER并网监控信息模型研究[J]. 电力系统保护与控制, 2014, 42(9): 1-7. WU Runze, WANG Xinyu, ZHANG Xiaoping, et al. Study on supervisory control information model of DER grid-connected based on IEC 61850[J]. Power System Protection and Control, 2014, 42(9): 1-7.
Options
Outlines

/