Applying multi-agent system technology in practice: Automated management and analysis of SCADA and digital fault recorder data

被引:118
作者
Davidson, EM [1 ]
McArthur, SDJ
McDonald, JR
Cumming, T
Watt, I
机构
[1] Univ Strathclyde, Inst Energy & Environm, Glasgow G1 1XW, Lanark, Scotland
[2] SP PowerSyst Plc, Motherwell ML1 2RA, Scotland
关键词
cooperative systems; decision support systems; fault diagnosis; intelligent systems; knowledge-based systems; power transmission protection;
D O I
10.1109/TPWRS.2006.873109
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This paper reports on the use of multi-agent system technology to automate the management and analysis of SCADA and digital fault recorder (DFR) data. The multi-agent system, entitled Protection Engineering Diagnostic Agents (PEDA), integrates legacy intelligent systems that analyze SCADA and DFR data to provide data management and online diagnostic information to protection engineers. Since November 2004, PEDA agents have been intelligently interpreting and managing data online at a transmission system operator in the U.K. As the results presented in this paper demonstrate, PEDA supports protection engineers by providing access to interpreted power systems data via the corporate intranet within minutes of the data being received. In this paper, the authors discuss their experience of developing a multi-agent system that is robust enough for continual online use within the power industry. The use of existing agent development toolsets and standards is also discussed.
引用
收藏
页码:559 / 567
页数:9
相关论文
共 33 条
[21]   A multi agent system for monitoring industrial gas turbine start-up sequences [J].
Mangina, EE ;
McArthur, SDJ ;
McDonald, JR ;
Moyes, A .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2001, 16 (03) :396-401
[22]   The design of a multi-agent transformer condition monitoring system [J].
McArthur, SDJ ;
Strachan, SM ;
Jahn, G .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2004, 19 (04) :1845-1852
[23]  
McArthur SDJ, 2003, POWER SYST, P75
[24]   The application of model based reasoning within a decision support system for protection engineers [J].
McArthur, SDJ ;
Dysko, A ;
Mather, R ;
Burt, SM .
IEEE TRANSACTIONS ON POWER DELIVERY, 1996, 11 (04) :1748-1754
[25]   ALARM PROCESSING AND FAULT-DIAGNOSIS USING KNOWLEDGE BASED SYSTEMS FOR TRANSMISSION AND DISTRIBUTION NETWORK CONTROL [J].
MCDONALD, JR ;
BURT, GM ;
YOUNG, DJ .
IEEE TRANSACTIONS ON POWER SYSTEMS, 1992, 7 (03) :1292-1298
[26]   A multi-agent approach to power system restoration [J].
Nagata, T ;
Sasaki, H .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2002, 17 (02) :457-462
[27]   MASCEM:: A multiagent system that simulates competitive electricity markets [J].
Praça, I ;
Ramos, C ;
Vale, Z ;
Cordeiro, M .
IEEE INTELLIGENT SYSTEMS, 2003, 18 (06) :54-60
[28]   Cooperative protection system with an agent model [J].
Tomita, Y ;
Fukui, C ;
Kudo, H ;
Koda, J ;
Yabe, K .
IEEE TRANSACTIONS ON POWER DELIVERY, 1998, 13 (04) :1060-1066
[29]   Better KBS for real-time applications in power system control centers: the experience of SPARSE project [J].
Vale, ZA ;
Fernandes, MF ;
Rosado, C ;
Marques, A ;
Ramos, C ;
Faria, L .
COMPUTERS IN INDUSTRY, 1998, 37 (02) :97-111
[30]   Tools for real-time business integration and collaboration [J].
Vojdani, AF .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2003, 18 (02) :555-562