Distributed Generation Location Using Multi-Agent System for Reliability Assessment

被引:0
作者
Shalash, Nadheer A. [1 ]
Ahmad, Abu Zaharin [1 ,2 ]
机构
[1] Univ Malaysia Pahang, Fac Elect & Elect Engn, Pekan 26600, Pahang, Malaysia
[2] UMP, FKEE, Sustainable Energy & Power Elect Res SuPER Grp, Pahang 26600, Malaysia
来源
2013 IEEE PES ASIA-PACIFIC POWER AND ENERGY ENGINEERING CONFERENCE (APPEEC) | 2013年
关键词
reliability; multi-agents system; distributed generation;
D O I
暂无
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
Recently, distributed generation (DG) exploited is predicted to play an important role in the electric power system in term of low cost, security and reliability. In this paper, a new technique for optimize the DG location based on multi agent system (MAS) model for power system reliability evaluation was proposed. The MAS consist of three agents as follows; first agent is a grounding index, which is responsible for adding DG randomly by grounding indices. Second is a reliability evaluation agent that uses a recursive algorithm to predict the suitable generator based on the frequency and duration reliability indices in each state. Third agent is the storage and transfer of data between the other two agents. These agents are created from Malaysia distribution network (DISCO-Net) that implemented by using JADE package software. The simulation results show the effectiveness of proposed multi-agent approach can be taken as a measurement criterion for selecting the best location to add DG in order to improve the power system grounding and reliability.
引用
收藏
页数:8
相关论文
共 50 条
  • [31] DISTRIBUTION SYSTEM RELIABILITY WITH DISTRIBUTED GENERATION BASED ON CUSTOMER SCATTERING
    Kaduru, Raju
    Gondlala, Narsaiah Srinivas
    [J]. ADVANCES IN ELECTRICAL AND ELECTRONIC ENGINEERING, 2015, 13 (02) : 64 - 73
  • [32] Impact of Customer Scattering on Distribution System Reliability with Distributed Generation
    Chaiyabut, Nuntiya
    Damrongkulkamjorn, Parnjit
    [J]. TENCON 2010: 2010 IEEE REGION 10 CONFERENCE, 2010, : 568 - 573
  • [33] Multi-Objective Service Restoration for Blackout of Distribution System with Distributed Generators based on Multi-agent GA
    Zhang, Li
    Sun, Lifang
    [J]. PROCEEDINGS OF INTERNATIONAL CONFERENCE ON SMART GRID AND CLEAN ENERGY TECHNOLOGIES (ICSGCE 2011), 2011, 12
  • [34] Multi-agent application of substation protection coordination with distributed generators
    Wan, H.
    Li, K. K.
    Wong, K. P.
    [J]. EUROPEAN TRANSACTIONS ON ELECTRICAL POWER, 2006, 16 (05): : 495 - 506
  • [35] On distributed power coordinated control based on multi-agent technology
    Liu D.
    Zhang X.
    Ji X.
    Meng X.
    [J]. Advances in Information Sciences and Service Sciences, 2011, 3 (10): : 159 - 166
  • [36] Multi-agent application of substation protection coordination with distributed generators
    Wan, Hui
    Li, K. K.
    Wong, K. P.
    [J]. 2005 INTERNATIONAL CONFERENCE ON FUTURE POWER SYSTEMS (FPS), 2005, : 301 - 306
  • [37] A multi-agent memetic algorithm approach for distributed object allocation
    Pendharkar, Parag C.
    [J]. JOURNAL OF COMPUTATIONAL SCIENCE, 2011, 2 (04) : 353 - 364
  • [38] An multi-agent approach to protection relay coordination with distributed generators in industrial power distribution system
    Wan, H
    Li, KK
    Wong, KP
    [J]. CONFERENCE RECORD OF THE 2005 IEEE INDUSTRY APPLICATIONS CONFERENCE, VOLS 1-4, 2005, : 830 - 836
  • [39] The Service Restoration in the Distribution System with Distributed Generators Based on the Heuristic Multi-Agent Evolutionary Algorithm
    Yang, Lijun
    Wang, Weili
    [J]. PROGRESS IN POWER AND ELECTRICAL ENGINEERING, PTS 1 AND 2, 2012, 354-355 : 1027 - 1030
  • [40] Reliability Evaluation for Distribution System with Distributed Generation
    Lin Jikeng
    Wang Xudong
    [J]. 2010 ASIA-PACIFIC POWER AND ENERGY ENGINEERING CONFERENCE (APPEEC), 2010,