Abstract:
An expert system for substation fault diagnosis and alarm processing developed by the Electric Power Systems Laboratory of the National Technical University of Athens is ...Show MoreMetadata
Abstract:
An expert system for substation fault diagnosis and alarm processing developed by the Electric Power Systems Laboratory of the National Technical University of Athens is presented. It is written in Turbo Prolog and is implemented on a personal computer. The system includes many characteristics of an expert system cell because it can be expanded easily by adding new information to its knowledge base or by changing the existing information. The basic idea behind this system is to provide a nonexpert with the necessary information and interaction in order to make a fault diagnosis through the substation alarms in a very friendly environment. The main task of the system is to replace the troubleshooting manuals of substation equipment and human expertise in substation fault diagnosis and alarm processing with a user-friendly computer environment and to take advantage of the user's accumulated experience to expand and modify the knowledge base of the expert system. The expert system can be connected directly to a PC-SCADA system through a simple software interface written in C for online data acquisition.<>
Published in: IEEE Transactions on Power Delivery ( Volume: 6, Issue: 2, April 1991)
DOI: 10.1109/61.131123
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Cites in Papers - IEEE (40)
Select All
1.
Ning Shao, Qing Chen, Yuzhan Dong, Wei Ding, Lei Wang, "Power System Fault Diagnosis Method Based on Intuitionistic Fuzzy Sets and Incidence Matrices", IEEE Transactions on Power Delivery, vol.38, no.6, pp.3924-3938, 2023.
2.
Liwei XIE, Yong LI, Longfu LUO, Yijia CAO, Wei HU, Yu ZHANG, Xiaohui SONG, "An Identification Method of Fault Type Based on GWO-SVM for Distribution Network", 2019 IEEE Sustainable Power and Energy Conference (iSPEC), pp.1970-1974, 2019.
3.
Pranay V. Ambade, Sanjeev S. Gokhale, "Fault Section Estimation in Power System by Neural Networks and Firefly Algorithm", 2018 International Conference on Smart Electric Drives and Power System (ICSEDPS), pp.192-197, 2018.
4.
Hong Peng, Jun Wang, Jun Ming, Peng Shi, Mario J. Pérez-Jiménez, Wenping Yu, Chengyu Tao, "Fault Diagnosis of Power Systems Using Intuitionistic Fuzzy Spiking Neural P Systems", IEEE Transactions on Smart Grid, vol.9, no.5, pp.4777-4784, 2018.
5.
Hua Li, Che Wen, Ruizheng Gu, Yatong Zhou, "Research on intelligent decision evaluation method for substation based on fuzzy analysis and decision theory", 2016 International Conference on Fuzzy Theory and Its Applications (iFuzzy), pp.1-6, 2016.
6.
Eduardo L. Pellini, Luiz G. Ribeiro, "Fuzzy logic applied to registration of alarms and events in substations with IEC 61850", 2016 Clemson University Power Systems Conference (PSC), pp.1-8, 2016.
7.
Anamika Yadav, Aleena Swetapadma, "Fault analysis in three phase transmission lines using k-nearest neighbor algorithm", 2014 International Conference on Advances in Electronics Computers and Communications, pp.1-5, 2014.
8.
Salman Mohagheghi, "Integrity Assessment Scheme for Situational Awareness in Utility Automation Systems", IEEE Transactions on Smart Grid, vol.5, no.2, pp.592-601, 2014.
9.
Changqing Song, Jun Li, Dawei Qu, Dongqing Zhou, Luyan Fan, "Online fault diagnosis of hybrid electric vehicles based on embedded system Changqing Song", 2010 International Conference on Computer, Mechatronics, Control and Electronic Engineering, vol.4, pp.274-277, 2010.
10.
Xiangning Lin, Shuohao Ke, Zhengtian Li, Hanli Weng, Xionghui Han, "A Fault Diagnosis Method of Power Systems Based on Improved Objective Function and Genetic Algorithm-Tabu Search", IEEE Transactions on Power Delivery, vol.25, no.3, pp.1268-1274, 2010.
11.
Wei Sun, Jun Li, Ying Gao, Dawei Qu, Chenghong Yang, "The Design Of Embedded Bus monitoring And Fault Diagnosis System Based On Protocol SAE J1939", 2010 Asia-Pacific Power and Energy Engineering Conference, pp.1-4, 2010.
12.
Wael M. Soliman, Bahaa El Din H. Soudy, Mohamed A.A. Wahab, M. M. Mansour, "Power generation station faults diagnosis based on fuzzy relations using information of protective relays and circuit breakers", 2009 International Conference on Electric Power and Energy Conversion Systems, (EPECS), pp.1-6, 2009.
13.
Fabio Bertequini Leao, Rodrigo. A. F. Pereira, Jose R. S. Mantovani, "Fault section estimation in automated distribution substations", 2009 IEEE Power & Energy Society General Meeting, pp.1-8, 2009.
14.
Zhengyou He, Hsiao-Dong Chiang, Chaowen Li, Qingfeng Zeng, "Fault-section estimation in power systems based on improved optimization model and binary particle swarm optimization", 2009 IEEE Power & Energy Society General Meeting, pp.1-8, 2009.
15.
B. Das, "Fuzzy logic-based fault-type identification in unbalanced radial power distribution system", IEEE Transactions on Power Delivery, vol.21, no.1, pp.278-285, 2006.
16.
l. Borlea, A. Buta, V. Dusa, B. Lustrea, "DIASE - Expert System Fault Diagnosis for Timisoara 220 kV Substation", EUROCON 2005 - The International Conference on "Computer as a Tool", vol.1, pp.221-224, 2005.
17.
B. Das, J.V. Reddy, "Fuzzy-logic-based fault classification scheme for digital distance protection", IEEE Transactions on Power Delivery, vol.20, no.2, pp.609-616, 2005.
18.
C.C.A. Rajan, "Demand side management using expert system", TENCON 2003. Conference on Convergent Technologies for Asia-Pacific Region, vol.1, pp.440-444 Vol.1, 2003.
19.
Whei-Min Lin, Chia-Hung Lin, Zheng-Chi Sun, "Event-orthogonal error-insensitive multiple fault detection with cascade correlation network", IEEE Transactions on Power Delivery, vol.18, no.4, pp.1152-1157, 2003.
20.
N. Amjady, "Design and implementation of a fault diagnosis system for transmission and subtransmission networks", 2003 IEEE PES Transmission and Distribution Conference and Exposition (IEEE Cat. No.03CH37495), vol.2, pp.698-704 vol.2, 2003.
21.
Yann-Chang Huang, "Fault section estimation in power systems using a novel decision support system", IEEE Transactions on Power Systems, vol.17, no.2, pp.439-444, 2002.
22.
Yann-Chang Huang, "Abductive reasoning network based diagnosis system for fault section estimation in power systems", IEEE Transactions on Power Delivery, vol.17, no.2, pp.369-374, 2002.
23.
Wen-Hui Chen, Chih-Wen Liu, Men-Shen Tsai, "Fast fault section estimation in distribution substations using matrix-based cause-effect networks", IEEE Transactions on Power Delivery, vol.16, no.4, pp.522-527, 2001.
24.
Yann-Chang Huang, Chao-Ming Huang, Chiung-Chou Liao, Jen-Fu Chen, Hong-Tzer Yang, "A new intelligent fast Petri-net model for fault section estimation of distribution systems", PowerCon 2000. 2000 International Conference on Power System Technology. Proceedings (Cat. No.00EX409), vol.1, pp.217-222 vol.1, 2000.
25.
S. Uddin, K.M. Nor, S. Salam, "Integration technique for an expert system on to a real-time system", 2000 TENCON Proceedings. Intelligent Systems and Technologies for the New Millennium (Cat. No.00CH37119), vol.1, pp.144-150 vol.1, 2000.
26.
Wen-Hui Chen, Chih-Wen Liu, Men-Shen Tsai, "Fault diagnosis in distribution substations using CE-nets via Boolean rule matrix transformations", 2000 Power Engineering Society Summer Meeting (Cat. No.00CH37134), vol.1, pp.416-420 vol. 1, 2000.
27.
C.S. Chen, C.H. Lin, C.J. Wu, M.S. Kang, "Feeder reconfiguration for distribution system contingencies by object oriented programming", 2000 Power Engineering Society Summer Meeting (Cat. No.00CH37134), vol.1, pp.431-436 vol. 1, 2000.
28.
Wen-Hui Chen, Chih-Wen Liu, Men-Shen Tsai, "On-line fault diagnosis of distribution substations using hybrid cause-effect network and fuzzy rule-based method", IEEE Transactions on Power Delivery, vol.15, no.2, pp.710-717, 2000.
29.
Heung-Jae Lee, Deung-Yong Park, Bok-Shin Ahn, Young-Moon Park, Jong-Keun Park, S.S. Venkata, "A fuzzy expert system for the integrated fault diagnosis", IEEE Transactions on Power Delivery, vol.15, no.2, pp.833-838, 2000.
30.
Heung-Jae Lee, Bok-Shin Ahn, Young-Moon Park, "A fault diagnosis expert system for distribution substations", IEEE Transactions on Power Delivery, vol.15, no.1, pp.92-97, 2000.
Cites in Papers - Other Publishers (10)
1.
Jae-Young Oh, Yong Tae Yoon, Jin-Man Sohn, "A Comprehensive Review of Alarm Processing in Power Systems: Addressing Overreliance on Fault Analysis and Projecting Future Directions", Energies, vol.17, no.13, pp.3344, 2024.
2.
Pinedo Arriaga O. Ts’zul, Pinedo Arraiga Carlos D., Herrera Alvarado Eduardo, Tinoco Varela David, "Identification of wavelengths from the visible spectrum by means of Arduino for the generation of a knowledge base managed by PROLOG", MATEC Web of Conferences, vol.210, pp.02048, 2018.
3.
Majid Jamil, Rajveer Singh, Sanjeev Kumar Sharma, "Fault identification in electrical power distribution system using combined discrete wavelet transform and fuzzy logic", Journal of Electrical Systems and Information Technology, vol.2, no.2, pp.257, 2015.
4.
Yuanjiang Li, Yuehua Li, Feng Li, Bin Zhao, QingQing Li, "The Research of Temperature Compensation for Thermopile Sensor Based on Improved PSO-BP Algorithm", Mathematical Problems in Engineering, vol.2015, pp.1, 2015.
5.
Fábio Bertequini Leão, Rodrigo A.F. Pereira, José R.S. Mantovani, "Fast fault section estimation in distribution control centers using adaptive genetic algorithm", International Journal of Electrical Power & Energy Systems, vol.63, pp.787, 2014.
6.
Fabio Bertequini Le?o, Rodrigo A.F. Pereira, Jose R.S. Mantovani, "Fault section estimation in electric power systems using an optimization immune algorithm", Electric Power Systems Research, vol.80, no.11, pp.1341, 2010.
7.
"Development of a 3-D Visualization Application for Management of Substation Equipment", Journal of the Korean Institute of Illuminating and Electrical Installation Engineers, vol.23, no.3, pp.38, 2009.
8.
Graeme M. Burt, James R. McDonald, "Event and fault diagnosis", Intelligent knowledge based systems in electrical power engineering, pp.155, 1997.
9.
S. Madan, K.E. Bollinger, "Applications of artificial intelligence in power systems", Electric Power Systems Research, vol.41, no.2, pp.117, 1997.
10.
C.S. Chang, J.M. Chen, D. Srinivasan, F.S. Wen, A.C. Liew, "Fuzzy logic approach in power system fault section identification", IEE Proceedings - Generation, Transmission and Distribution, vol.144, no.5, pp.406-414, 1997.