Multicriteria Planning for Distributed Wind Generation Under Strategic Maintenance
作者： Tongdan Jin , Yu Tian , Cai Wen Zhang , David W. Coit
DOI: 10.1109/TPWRD.2012.2222936
关键词: Downtime 、 Reliability engineering 、 Engineering 、 Maintenance engineering 、 Preventive maintenance 、 Multi-objective optimization 、 Wind speed 、 Wind power 、 Cost reduction 、 Distributed generation
摘要: Power intermittency and maintenance cost are the major challenges in harvesting wind energy. This paper proposes a multicriteria optimization model to design operate wind-based distributed generation (DG) system. The goal is determine equipment sizing, siting, schedules so that system minimized while turbine reliability maximized. System comprises initial capital, operations, maintenance, downtime losses, environmental penalty. study makes an early attempt incorporate policy of generating units into planning model. moment method central limit theorem used characterize power load uncertainty. A genetic algorithm developed search nondominant solution set for intervals. proposed demonstrated on IEEE 37-node distribution network considering independent correlated speed scenarios.
sci-hub.se 参考文章(28)
Christopher A Walford, Wind Turbine Reliability: Understanding and Minimizing Wind Turbine Operation and Maintenance Costs Sandia National Laboratories. ,(2006) , 10.2172/882048
Handbook of reliability engineering : Springer,. ,(2003) , 10.1007/B97414
M.R. Vallem, J. Mitra, Siting and sizing of distributed generation for optimal microgrid architecture north american power symposium. pp. 611- 616 ,(2005) , 10.1109/NAPS.2005.1560597
H. J. Godwin, S. K. Zaremba, A Central Limit Theorem for Partly Dependent Variables Annals of Mathematical Statistics. ,vol. 32, pp. 677- 686 ,(1961) , 10.1214/AOMS/1177704963
Alireza Soroudi, Possibilistic-Scenario Model for DG Impact Assessment on Distribution Networks in an Uncertain Environment IEEE Transactions on Power Systems. ,vol. 27, pp. 1283- 1293 ,(2012) , 10.1109/TPWRS.2011.2180933
M. Carolin Mabel, E. Fernandez, Analysis of wind power generation and prediction using ANN: A case study Renewable Energy. ,vol. 33, pp. 986- 992 ,(2008) , 10.1016/J.RENENE.2007.06.013
P.T. Staats, W.M. Grady, A. Arapostathis, R.S. Thallam, A procedure for derating a substation transformer in the presence of widespread electric vehicle battery charging IEEE Transactions on Power Delivery. ,vol. 12, pp. 1562- 1568 ,(1997) , 10.1109/61.634176
Haitao Guo, Simon Watson, Peter Tavner, Jiangping Xiang, Reliability analysis for wind turbines with incomplete failure data collected from after the date of initial installation Reliability Engineering & System Safety. ,vol. 94, pp. 1057- 1063 ,(2009) , 10.1016/J.RESS.2008.12.004
Yong-Hua Song, M.R. Irving, Optimisation techniques for electrical power systems. Part 2: Heuristic optimisation methods Power Engineering Journal. ,vol. 15, pp. 151- 160 ,(2001) , 10.1049/PE:20010307
Wassily Hoeffding, Herbert Robbins, The central limit theorem for dependent random variables Duke Mathematical Journal. ,vol. 15, pp. 773- 780 ,(1948) , 10.1215/S0012-7094-48-01568-3