Algorithm to prioritize maintenance planning in power distribution feeders based on reliability conditions
DOI:
https://doi.org/10.29076/issn.2528-7737vol14iss36.2021pp58-72pKeywords:
Average system outage frequency (SAIFI), Average system outage time (SAIDI), Average service availability index (ASAI), Cost interruption of each load (CIC), Weighting index (WI), Risk priority number (RPN)Abstract
The records of failures that the electrical distribution companies have are the disconnections or outputs of service in a feeder, which present many events that are reflected in the operational and economic aspect. Until now they are issues that have not been solved, to mitigate disconnection times, that´s the reason why the maintenance in an electric power distribution company has become today one of the most important decision-making activities, due to the need to increase the reliability, quality and security of the electric power supply to the final customer. Therefore, this study presents a methodology to prioritize the identification of feeders by their level of criticality, which is possible to obtain through the proposed index of weighted reliability WI. Once this index has been calculated for each feeder of the substation analyzed, a maintenance action can be prioritized with the highest values.
Downloads
References
Afzali, P., & Keynia, F. (2017). Lifetime efficiency index model for optimal maintenance of power substation equipment based on cuckoo optimisation algorithm. IET Generation, Transmission and Distribution, 11, 2787–2795. https://doi.org/10.1049/iet-gtd.2016.1719
Afzali, P., Keynia, F., & Rashidinejad, M. (2019). A new model for reliability-centered maintenance prioritisation of distribution feeders. Energy, 171, 701–709. https://doi.org/10.1016/j.energy.2019.01.040
Arya, R. (2016). Ranking of feeder sections of distribution systems for maintenance prioritization accounting distributed generations and loads using diagnostic importance factor ( DIF ). International Journal of Electrical Power & Energy Systems, 74, 70–77. https://doi.org/10.1016/j.ijepes.2015.07.011
Asgarpoor, S., & Mathine, M. J. (1995). Distribution system reliability evaluation with aging equipment. Electric Power Systems Research, 33(2), 133–137. https://doi.org/10.1016/0378-7796(95)00933-9
Bahrami, S., Rastegar, M., & Dehghanian, P. (2020). An FBWM-TOPSIS Approach to Identify Critical Feeders for Reliability Centered Maintenance in Power Distribution Systems. IEEE Systems Journal, 1–9. https://doi.org/10.1109/JSYST.2020.3014649
Carnero, M. C., & Gomez, A. (2017). Maintenance strategy selection in electric power distribution systems. Energy, 129, 255–272. https://doi.org/10.1016/j.energy.2017.04.100
Chu, C.-M., Kim, J.-C., & Yun, S.-Y. (2009). Making decision of the maintenance priority of power distribution system using time varying failure rate and interruption cost. Journal of Electrical Engeneering & Technology, 4, 43–48. https://doi.org/10.5370/JEET.2009.4.1.043
Cristea, G., & Constantinescu, D. (2017). A comparative critical study between FMEA and FTA risk analysis methods. IOP Conference Series: Materials Science and Engineering. https://doi.org/10.1088/1757-899X/252/1/012046
Dehghanian, P., Fotuhi-firuzabad, M., Aminifar, F., & Billinton, R. (2013). A Comprehensive Scheme for Reliability Centered Maintenance in Power Distribution Systems — Part I : Methodology. IEEE Transactions on Power Delivery, 28(2), 761–770. https://doi.org/10.1109/TPWRD.2012.2227832
Dehghanian, P., Fotuhi-firuzabad, M., Bagheri-Shouraki, S., & Razi-Kasemi, A. (2012). Critical Component Identification in Reliability Centered Asset Management of Power Distribution Systems Via Fuzzy AHP. IEEE Systems Journal, 6(4), 593–602. https://doi.org/10.1109/JSYST.2011.2177134
Fattaheian-dehkordi, S., Fotuhi-firuzabad, M., & Ghorani, R. (2018). Transmission System Critical Component Identification Considering Full Substations Configuration and Protection Systems. IEEE Transactions on Power Systems, 33, 5365–5373. https://doi.org/10.1109/TPWRS.2018.2797895
Feng, Q., Jiang, L., & Coit, D. W. (2016). Reliability analysis and condition-based maintenance of systems with dependent degrading components based on thermodynamic physics-of-failure. The International Journal of Advanced Manufacturing Technology, 86, 913–923. https://doi.org/10.1007/s00170-015-8220-x
Gupta, G., & Mishra, R. P. (2018). Identification of Critical Components using ANP for Implementation of Reliability Centered Maintenance. Procedia CIRP, 69, 905–909. https://doi.org/10.1016/j.procir.2017.11.122
Hamzeh, M., Vahidi, B., & Askarian-Abyaneh, H. (2015). Reliability evaluation of distribution transformers with high penetration of distributed generation. International Journal of Electrical Power & Energy Systems, 73, 163–169. https://doi.org/10.1016/j.ijepes.2015.04.013
Hashemi-Dezaki, H., Askarian-Abyaneh, H., & Haeri-Khiavi, H. (2015). Reliability optimization of electrical distribution systems using internal loops to minimize energy not-supplied ( ENS ). Journal of Applied Research and Technology, 13(3), 416–424. https://doi.org/10.1016/j.jart.2015.07.008
Jiang, X., Duan, F., Tian, H., & Wei, X. (2015). Optimization of reliability centered predictive maintenance scheme for inertial navigation system. Reliability Engineering and System Safety, 140, 208–217. https://doi.org/10.1016/j.ress.2015.04.003
Li, F., & Brown, R. E. (2004). A Cost-Effective Approach of Prioritizing Distribution Maintenance Based on System Reliability. IEEE Transactions on Power Delivery, 19(1), 439–441. https://doi.org/10.1109/TPWRD.2003.820411
Lo, H., & Liou, J. J. H. (2018). A novel multiple-criteria decision-making-based FMEA model for risk assessment. Applied Soft Computing, 73, 684–696. https://doi.org/10.1016/j.asoc.2018.09.020
Martón, I., Martorell, P., Mullor, R., Sánchez, A. I., & Martorell, S. (2016). Optimization of test and maintenance of ageing components consisting of multiple items and addressing effectiveness. Reliability Engineering & System Safety, 153, 151–158. https://doi.org/10.1016/j.ress.2016.04.015
Miao, Y., Luo, W., Lei, W., Zhang, P., Jiang, R., & Deng, X. (2016). Power Supply Reliability Indices Computation with consideration of Generation Systems , Transmission Systems and Sub-transmission Systems’ Load Transfer Capabilities. 2016 IEEE PES Asia-Pacific Power and Energy Engineering Conference (APPEEC), 1840–1844. https://doi.org/10.1109/APPEEC.2016.7779807
Okwuobi, S., Ishola, F., Ajayi, O., Salawu, E., Aworinde, A., Olatunji, O., & Akinlabi, S. A. (2018). A Reliability-Centered Maintenance Study for an Individual Section-Forming Machine. Machine Design, 6, 50. https://doi.org/10.3390/machines6040050
Pintelon, L. ., & Gelders, L. . (1992). Maintenance management decision making. European Journal of Operational Research, 58(3), 301–317. https://doi.org/10.1016/0377-2217(92)90062-E
Pourahmadi, F., Fotuhi-firuzabad, M., & Dehghanian, P. (2017). Application of Game Theory in Reliability Centered Maintenance of Electric Power Systems. IEEE Transactions on Industry Applications, 53(2), 936–946. https://doi.org/10.1109/TIA.2016.2639454
Sabouhi, H., Fotuhi-firuzabad, M., & Dehghanian, P. (2016). Identifying Critical Components of Combined Cycle Power Plants for Implementation of Reliability-centered Maintenance. CSEE Journal of Power and Energy Systems, 2(2), 87–97. https://doi.org/10.17775/CSEEJPES.2016.00026
Tang, Y., Liu, Q., Jing, J., Yang, Y., & Zou, Z. (2017). A framework for identification of maintenance significant items in reliability centered maintenance. Energy, 118, 1295–1303. https://doi.org/10.1016/j.energy.2016.11.011
Tang, Y., Zou, Z., Jing, J., Zhang, Z., & Xie, C. (2015). A framework for making maintenance decisions for oil and gas drilling and production equipment. Journal of Natural Gas Science and Engineering, 26, 1050–1058. https://doi.org/10.1016/j.jngse.2015.07.038
Yang, Y., Zhang, X., Zhao, Z., Wang, G., He, Y., Wu, Y., & Li, J. (2020). Applying Reliability Centered Maintenance ( RCM ) to Sampling Subsystem in Continuous Emission Monitoring System. IEEE Access, 8, 55054–55062. https://doi.org/10.1109/ACCESS.2020.2980630
Yssaad, B., & Abene, A. (2015). Rational Reliability Centered Maintenance Optimization for power distribution systems. International Journal of Electrical Power & Energy Systems, 73, 350–360. https://doi.org/10.1016/j.ijepes.2015.05.015
Yssaad, B., Khiat, M., & Chaker, A. (2014). Reliability centered maintenance optimization for power distribution systems. International Journal of Electrical Power & Energy Systems, 55, 108–115. https://doi.org/10.1016/j.ijepes.2013.08.025
Downloads
Published
Issue
Section
License
Authors can keep the copyright, granting the journal right of first publication. Alternatively, authors can transfer copyright to the journal, which allow authors non-commercial use of the work, including the right to place it in a file open access.
