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Practical approach for planning of reliability-centered maintenance in distribution network with considering economic risk function and load uncertainly | ||
| International Journal of Industrial Electronics Control and Optimization | ||
| مقاله 7، دوره 2، شماره 4، دی 2019، صفحه 319-330 اصل مقاله (480.34 K) | ||
| نوع مقاله: Research Articles | ||
| شناسه دیجیتال (DOI): 10.22111/ieco.2019.26404.1075 | ||
| نویسندگان | ||
| amirreza yari1؛ Mahmoud Reza Shakarami* 1؛ farhad namdari1؛ Hassan Moradi CheshmehBeigi2 | ||
| 1Department of Electrical and Power Engineering, Faculty of Engineering, Lorestan University, Khorramabad, Iran | ||
| 2Electrical Eng. Dep. | ||
| چکیده | ||
| Nowadays, the power distribution companies are working in a competitive atmosphere. Therefore, a major goal for electricity distribution managers is to provide the electrical energy with high reliability level with considering the economic issues. The Reliability- centered maintenance (RCM) is an efficient way of realizing this aim and improving the network maintenance processes. This approach is an operative step to improve the reliability of critical equipment and overall system performance which may reduce the costs of utilities. This paper, by using RCM provides a practical model for maintenance scheduling by considering the economic risk function and the budget restriction based on the cost of preventive maintenance (PM) and value of lost load (VOLL). In this method, PM schedules are proposed based on failure causes of different network elements. Studied elements include overhead lines, underground cables and power switches (circuit breaker (CB), manual and remote control switches (RCSs)). Failure cause and average repair time of each element is determined through data mining in geographical information system (GIS) and ENOX. For more realistic modeling and the consideration of the network loads’ uncertainties, the fuzzy triangular method is used. Due to the inconsistency between the problem’s goals, the non-dominated sorting genetic algorithm (NSGA II) is employed. Results show the effectiveness of the proposed method. | ||
| کلیدواژهها | ||
| Big data؛ Economic risk؛ Load uncertainly؛ NSGA II؛ RCM | ||
| مراجع | ||
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[1] GL Crellin, TD Matteson, and AD Smith, "Use of Reliability-Centered Maintenance for the McGuire Nuclear Station Feedwater System" EPRI, 1986. [2] M Rivera, DL Walker, C Daharsh, "Achieving Maintenance Operations Excellence through the RCM Program", In 2014 Reliability and Maintainability Symposium, pp. 1-7, IEEE, 2014. [3] H Mirsaeedi, A Fereidunian, SM Mohammadi- Hosseininejad, and H Lesani, "Electricity DistributionSystem Maintenance Budgeting: A Reliability-Centered Approach", IEEE Transactions on Power Delivery, vol.33, no.4, pp.1599-1610, 2018. [4] H Mirsaeedi, A Fereidunian, SM Mohammadi- Hosseininejad, P Dehghanian, and H. Lesani, "Long-TermMaintenance Scheduling and Budgeting in Electricity Distribution Systems Equipped With Automatic Switches" , IEEE Transactions on Industrial Informatics, vol. 14, no. 5, 2018. [5] D Lazecký, V Král, S Rusek, and R. Goňo, "Software Solution Design for Application of Reliability Centered Maintenance in Preventive Maintenance Plan", Electric Power Engineering (EPE), pp. 1-4, 2017. [6] of Wind Turbines – A Holistic Approach for a Sustainable and Cost-Optimal Maintenance Strategy", In 2017 2nd International Conference on System Reliability and Safety (ICSRS), pp. 160-164, 2017. [7] HA Khorshidi, I Gunawan, and MY Ibrahim, "Reliability Centered Maintenance using System Dynamics Approach", In 2015 IEEE International Conference on Industrial Technology (ICIT), pp. 1932-1936, 2015. [8] R Arya, "Ranking of Feeder sections of Distribution Systems for Maintenance Prioritization Accounting Distributed Generations and Loads using Diagnostic Importance factor (DIF)", International Journal of ElectricalPower & Energy Systems, pp.70-77, 2016. [9] P Dehghanian, M Fotuhi-Firuzabad, F Aminifar, and R Billinton, "A Comprehensive Scheme for Reliability Centered Maintenance in Power Distribution Systems-Part I: Methodology", IEEE Transactions on Power Delivery, vol. 28, pp. 761-770, 2013. [10] P Dehghanian, M Fotuhi-Firuzabadi, F Aminifar, and RBillinton, "A Comprehensive Scheme for Reliability- Centered Maintenance in Power Distribution Systems-PartII: Numerical Analysis", IEEE Transactions on Power Delivery, vol. 28, pp. 771-778, 2013. [11] S Natti and M Kezunovic, "A Risk-Based Decision Approach for Maintenance Scheduling Strategies for Transmission System Equipment", In Proceedings of the 10th International Conference on Probabilistic Methods Applied to Power Systems, pp. 1-6, 2008. [12] JH Heo, MK Kim, GP Park, YT Yoon, JK Park, SS Lee , and DH Kim, "A Reliability-Centered Approach to an Optimal Maintenance Strategy in Transmission Systems Using a Genetic Algorithm", IEEE Transactions on Power Delivery, vol. 26, pp. 2171-2179, 2011. [13] A Suebsomran and S Talabgeaw, "Critical Maintenance of Thermal Power Plant using the Combination of failure mode effect analysis and AHP approaches", King Mongkut’s University of Technology North Bangkok International Journal of Applied Science and Technology, vol. 3, no.3, pp. 1-6, 2010. [14] C Novoa, T Jin, "Reliability Centered Planning for Distributed Generation considering wind power volatility", Electric Power Systems Research, vol.81, no.8, pp.1654- 1661, 2011. [15] K Fischer, F Besnard, and L Bertling, "Reliability-Centered Maintenance for Wind Turbines Based on Statistical Analysis and Practical Experience", IEEE Transactions on Energy Conversion, vol. 27, no.1, pp. 184-195, 2012. [16] F Carazas and G de Souza, "Availability analysis of Gas Turbines Used in Power Plants", International Journal of Thermodynamics, vol. 12, no.1, pp. 28-37, 2009. [17] L Bertling, R Allan, R Eriksson, "A Reliability-centered Asset Maintenance Method for Assessing the Impact of Maintenance in Power Distribution Systems", IEEE Transaction on Power Systems, vol. 20, no. 1, pp. 75-82, 2005. [18] L Bertling, "Reliability Centered Maintenance for Electric Power Distribution Systems" Doctoral Dissertation, Elektrotekniska System, 2002. [19] P Dehghanian, M Fotuhi-Firuzabadi, F Aminifar, MS khomami, "Investigation of the Current Maintenance Experiences in Power Distribution Utility of Iran", 22nd International Conference on Electricity Distribution Stockholm, 2013. [20] H Asadi-Bagal, Y Nouri-Soltanabad, M Dadjuo, K Wakil,and N Ghadimi, "Risk-assessment of photovoltaic-wind- battery-grid based large industrial consumer usinginformation gap decision theory", Solar Energy, Vol. 169, no.15, pp.343-352, 2018. [21] MR Haghifam, H Falaghi, and OP Malik , "Risk-based distributed generation placement" IET Generation, Transmission & Distribution, vol. 2, no,2, pp. 252 – 260, 2008. [22] SH Chung, CL Henry, TH George, and IP Wai Hung, "Optimization of system reliability in multi-factory production networks by maintenance approach." Expert Systems with Applications, vol. 36, no. 6, pp. 10188-10196,2009. [23] DS Popovic, ZN Popovic, "A risk management procedure for supply restoration in distribution networks", IEEE Transactions on Power Systems, vol.19, no.1, pp.221-228, 2004. [24] J Ramirez-Rosado, JA Domigez-Navaro, "Possibilistic model based on fuzzy sets for the multiobjective optimal planning of electric power distribution networks", IEEE Transactions on Power Systems, vol.19, no.4, pp.1801- 1810, 2004. [25] J Ramirez-Rosado and JA Domigez-Navaro, "Distribution planning of electrical energy using fuzzy models," International Journal. of Power and Energy Systems, vol. 16, no. 2, pp. 49-55, 1996. [26] J Nazarko, and W Zalewski, "The fuzzy regression approach to peak load estimation in power distribution systems", IEEE Transactions on Power Systems, vol.14, no.3, pp.809-814, 1999. [27] R Billinton, and RN Allan, "Reliability Evaluation of Power Systems. 2nd edition, Plenum Press, New York, 1996. [28] H Falaghi, MR Haghifam, and M Parsa-Moghadam, "Distributed Generation Sources Placement in Electric Power Distribution Networks under Uncertainty", Iranian Journal of Electrical and Computer Engineering (IJECE), vol.17, no.1, 2009. [29] U Singh, and SN Singh, " Optimal Feature Selection via NSGA-II for Power Quality Disturbances Classification", IEEE Transactions on Industrial Informatics, vol.14, no.7, pp.2994-3002, 2018. [30] IS Bae, JO Kim, JC Kim, and C Sing, "Optimal Operating Strategy For Distributed Generation Considering Hourly Reliability Worth", IEEE Transactions on Power System,vol.19, no,1, pp.287-292, 2004. [31] B Amanulla, S Chakrabarti, SN Singh, "Reconfiguration of Power Distribution Systems Considering Reliability and Power Loss", IEEE Transactions on Power Delivery,vol.27,no.2, 2012. | ||
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