Investigating the Failure Rate and Restoration Time of Medium-Voltage Distribution Network to Use in Reliability Studies(Case Study)
محورهای موضوعی : ساختمان های هوشمند و انرژیهای تجدید پذیر
Masoud Hossein-zadeh Moghadam Kafash
1
(Department of Electrical Engineering, University of Guilan, Rasht, Iran)
Hossein Afrakhte
2
(Department of Electrical Engineering, University of Guilan, Rasht, Iran)
کلید واژه: Distribution Network, Reliability, Failure Rate, Restoration Time, Mean Time to Repair (MTTR),
چکیده مقاله :
Abstract— As with any system, reliability studies in power distribution networks require the accurate estimation of input parameters. In Iran's electricity distribution companies, the place to registered the power outages data is "event record" software that used in the distribution dispatching centers. The historical data recorded in this software can not be directly used in reliability analysis, and performing the data mining process is required for their use. This paper deals with the method of extracting data for reliability studies. It presents the data mining results of Gilan Power Distribution Company; and compares them with the available global references.
R. Billinton and R. N. Allan, “Reliabality Evaluation of Engineering Systems: Concepts and Techniques”. 2nd ed. Plenum Press, pp. 6, 1992.
R. Billinton and R. N. Allan, “Reliabality Evaluation of Power Systems”, 2nd ed. Plenum Press, pp. 10, pp. 220-248, 1996.
“IEEE Guide for Electric Power Distribution Reliability Indices”. IEEE std 1366- 2012.
S. Hosseini, K. Barker, and J. E. Ramirez-Marquez, “A Review of Definitions and Measures of System Resilience”, Reliab. Eng. Syst. Saf. Vol. 145, pp.47-61, 2016.
R. E. Brown, “Electric Power Distribution Reliability”. 2nd ed, CRC Press, pp. 163-263, 2008.
R. Billinton and Wenyuan Li, “Reliability Assessment of Power Systems Using Monte Carlo Methods”, Plenum Press, 1994.
Yang Fan, Xu Jing, Zhang Zhang, Liu Yingying, Liu Shuyong, “An Overview of Research on Affecting Factors of Distribution Network Reliability”, China International Conference on Electricity Distribution (CICED), 2016.
Wei Tao, Liu Yuanhong, Liu Wei, Tan Yuanpeng, “A Data Restoration Strategy in terms of Distribution Network Reliability”, IEEE International Conference on Power Electronics, Computer Applications (ICPECA), 2021.
Daniel T. Larose and Chantal D. Larose, “Discovering Knoweledge in Data: An Introduction to Data Mining”, 2nd ed, John Wiley & Sons, pp. 4-6, 2014.
Ali A. Chowdhury and Don O. Koval, “Power Distribution System Reliability, Practical Methods and Aplications”. IEEE Press, pp. 255-265, 2009.
“IEEE Recammended Practice for Design of Reliable Industrial and Commercial Power Systems”. IEEE std 493- 2007.
R. E. Brown, G. Frimpong, H. Lee Willis, “Failure Rate Modeling Using Equipment Inception Data”, IEEE Transactions on Power Systems, 2004.
Anmar Arif and Zhaoyu Wang, “Distribution Network Outage Data Analysis and Repair Time Prediction Using Deep Learning”, IEEE International Conference on Probabilistic Methods Applied to Power Systems (PMAPS), 2018.
A. Chernysheva, V. Adamec, V. Tulsky, A. Vanin, “Calibration of the Distribution Network Reliability Model Based on Failure Data. Case Study”, International Youth Conference on Radio Electronics, Electrical and Power Engineering (REEPE), 2019.
اطلاعات خاموشی فیدرهای فشار متوسط در نرمافزار ثبت حوادث شرکت توزیع برق استان گیلان از سال 1396 الی 1400
T. A. Short, “Electric Power Distribution Handbook”, 2nd ed, CRC Press, pp. 371, 2014.
"دستورالعمل روش ثبت حوادث و برآورد انرژی تأمین نشده" معاونت هماهنگی توزیع شرکت توانیر. شماره سند: 200/3136 - ویرایش سوم. 1394
"دستورالعمل ثابت بهرهبرداری شبکههای فشار متوسط" معاونت هماهنگی توزیع شرکت توانیر. شماره سند: 242/3136- ویرایش دوم. 1393
C. J. Zapata, S. C. Silva and O. L. Burbano, “Repair Models of Power Distribution Components”, in Proc. IEEE Transmission and Distribution Conf. and Expo., Latin America, Bogota, 2008.
C. J. Zapata, S. C. Silva, H. I. Gonzalez, O. L. Burbano and J. A. Hernandez, “Modeling the Repair Process of a Power Distribution System”, in Proc. IEEE Transmission and Distribution Conf. and Expo., Latin America, Bogota, 2008.
C. J. Zapata, J. Diaz, M. L. Ocampo, J. D. Marriaga, J. U. Patino and A. F. Gallego, “The Repair Process of Five Colombian Power Distribution Systems”, IEEE/PES Transmission and Distribution Conference and Exposition: Latin America Conference, 2010.
