Lévy-flight moth-flame optimisation algorithm-based micro-grid equipment sizing: An integrated investment and operational planning approach

作者: Will N. Browne , Daniel Burmester , Alan C. Brent , Alan C. Brent , Soheil Mohseni

DOI: 10.1016/J.EGYAI.2021.100047

关键词: Capital budgetingOperational planningSwarm behaviourCapacity planningMathematical optimizationSizingLinear programmingAnt colonyComputer scienceComputational complexity theory

摘要: … and reality for successful micro-grid (MG) implementation … to the MG capacity planning are highly computationally efficient, … robust MG capacity planning optimisation framework based …

参考文章(84)
Seyedali Mirjalili, Moth-flame optimization algorithm Knowledge Based Systems. ,vol. 89, pp. 228- 249 ,(2015) , 10.1016/J.KNOSYS.2015.07.006
Marco Dorigo, Mauro Birattari, Thomas Stutzle, Ant colony optimization: artificial ants as a computational intelligence technique IEEE Computational Intelligence Magazine. ,vol. 1, pp. 28- 39 ,(2006) , 10.1109/CI-M.2006.248054
David E. Goldberg, John H. Holland, Genetic Algorithms and Machine Learning Machine Learning. ,vol. 3, pp. 95- 99 ,(1988) , 10.1023/A:1022602019183
Sunanda Sinha, S.S. Chandel, Review of recent trends in optimization techniques for solar photovoltaic–wind based hybrid energy systems Renewable & Sustainable Energy Reviews. ,vol. 50, pp. 755- 769 ,(2015) , 10.1016/J.RSER.2015.05.040
M. Birattari, T. Stutzle, M. Dorigo, Ant Colony Optimization ,(2004)
Carlos Gamarra, Josep M. Guerrero, Computational optimization techniques applied to microgrids planning: A review Renewable & Sustainable Energy Reviews. ,vol. 48, pp. 413- 424 ,(2015) , 10.1016/J.RSER.2015.04.025
T. Logenthiran, D. Srinivasan, A. M. Khambadkone, T. Sundar Raj, Optimal sizing of an islanded microgrid using Evolutionary Strategy ieee international conference on probabilistic methods applied to power systems. pp. 12- 17 ,(2010) , 10.1109/PMAPS.2010.5528840
Akbar Maleki, Alireza Askarzadeh, Comparative study of artificial intelligence techniques for sizing of a hydrogen-based stand-alone photovoltaic/wind hybrid system International Journal of Hydrogen Energy. ,vol. 39, pp. 9973- 9984 ,(2014) , 10.1016/J.IJHYDENE.2014.04.147
Zong Woo Geem, Joong Hoon Kim, G.V. Loganathan, A New Heuristic Optimization Algorithm: Harmony Search international conference on advances in system simulation. ,vol. 76, pp. 60- 68 ,(2001) , 10.1177/003754970107600201