{"title":"Implementing cooperative agent-based protection and outage management system for power distribution network control","authors":"I. Zabet, M. Montazeri","doi":"10.1109/PEOCO.2010.5559157","DOIUrl":null,"url":null,"abstract":"In this paper, a wide research results upon the potentials of implementing Multi-Agent Systems (MAS) technology on Tehran-Iran power distribution network to gain high degrees of independency, is proposed. This work is in the area of agent-based and/or knowledge–based applications, distributed optimizations, distributed computing and expert systems. The proposed MAS is implemented using Java Agent DEvelopment Framework (JADE), which is fully accomplished in Java and compliant with Foundation of Intelligent Physical Agents (FIPA), also graph-theory-based expert systems implemented, which executed using PROgramming in LOGic (PROLOG), can be integrated with Java Integrated Development Environment (IDE). In order to power restoration decisions, Binary Knapsack Problem (KP) optimization algorithm is implemented with PROLOG. It is shown that, MAS technology's impact on outage management, upon medium-voltage (MV) power distribution lines, makes it be autonomously performing and effective cooperative. Since cooperation becomes more and more popular in software industry, the proposed MAS technology also offers modular, extensible, adaptable and versatile approach.","PeriodicalId":379868,"journal":{"name":"2010 4th International Power Engineering and Optimization Conference (PEOCO)","volume":"38 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2010-06-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"5","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2010 4th International Power Engineering and Optimization Conference (PEOCO)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/PEOCO.2010.5559157","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 5
Abstract
In this paper, a wide research results upon the potentials of implementing Multi-Agent Systems (MAS) technology on Tehran-Iran power distribution network to gain high degrees of independency, is proposed. This work is in the area of agent-based and/or knowledge–based applications, distributed optimizations, distributed computing and expert systems. The proposed MAS is implemented using Java Agent DEvelopment Framework (JADE), which is fully accomplished in Java and compliant with Foundation of Intelligent Physical Agents (FIPA), also graph-theory-based expert systems implemented, which executed using PROgramming in LOGic (PROLOG), can be integrated with Java Integrated Development Environment (IDE). In order to power restoration decisions, Binary Knapsack Problem (KP) optimization algorithm is implemented with PROLOG. It is shown that, MAS technology's impact on outage management, upon medium-voltage (MV) power distribution lines, makes it be autonomously performing and effective cooperative. Since cooperation becomes more and more popular in software industry, the proposed MAS technology also offers modular, extensible, adaptable and versatile approach.
本文对多智能体系统(MAS)技术在德黑兰-伊朗配电网实现高度自主化的潜力进行了广泛的研究。这项工作是在基于代理和/或基于知识的应用程序,分布式优化,分布式计算和专家系统的领域。采用Java Agent DEvelopment Framework (JADE)实现MAS,该框架完全用Java语言完成,并符合FIPA (Foundation of Intelligent Physical Agents)标准;采用PROLOG (PROgramming in LOGic)实现的基于图论的专家系统可与Java集成开发环境(IDE)集成。为了给恢复决策提供动力,利用PROLOG实现了二进制背包问题(KP)优化算法。研究表明,MAS技术对中压(MV)配电线路停电管理的影响,使其能够自主执行并有效协同。随着协作在软件行业的日益普及,MAS技术也提供了模块化、可扩展、适应性强和通用性强的方法。