%0 Journal Article
%T A Novel Sizing Methodology Based on Match Evaluation Method for Optimal Sizing of Stand-alone Hybrid Energy Systems Using Nsga-ii
%A Jahromi, Mohammad Ali Yazdanpanah
%A Farahat, Said
%A Barakati, Seyed Masoud
%J Journal of Mathematics and Computer Science
%D 2012
%V 5
%N 2
%@ ISSN 2008-949X
%F Jahromi2012
%X Wind and solar energy technologies offer clean and renewable energy sources, and are essential
components of sustainable energy future. The current paper presents a new methodology for size
optimization of stand-alone Wind/PV energy systems. The principal objective of this study is to
maximize the electricity match rate between demand and supplies, able to accomplish the energy
requirements of a given load distribution, for a specific site. Mathematical models of hybrid
components are exploited to estimate the total output power using solar radiation, temperature
and wind speed data, collected on the site of Zabol, located in Sistan and Baluchestan, Iran. Then, a
new methodology has been proposed which can obtain the optimal size of each hybrid component.
The objective functions are considered based on supply/demand match evaluation criteria,
minimizing the inequality coefficient (IC) and also maximizing the correlation coefficient (CC),
simultaneously. The elitist non-dominated sorting genetic algorithm (NSGA-II), which is one of the
multi-objective evolutionary algorithm (MOEA), have been employed for a hybrid stand-alone
renewable energy power system (Wind/PV) to find the optimal size of each components. The
Pareto-optimal solution is obtained in order to have higher-level decision. The designers can select
the best configuration among the Pareto set which fits their desire.
%9 journal article
%R 10.22436/jmcs.05.02.08
%U http://dx.doi.org/10.22436/jmcs.05.02.08
%P 134 - 145
%0 Book
%T Optimally-Sized Design of a Wind/Diesel/Fuel Cell Hybrid System fo Remote Community
%A Mehdi Vafaei
%D 2011
%I Master of Applied Science Electrical and Computer
%C Engineering University of Waterloo
%F Vafaei2011
%0 Book
%T Optimal Sizing of Standalone Hybrid Wind/PV Power Systems Using Genetic Algorithms
%A Daming Xu
%A Longyun Kang
%A Liuchen Chang
%A Binggang Cao
%D 2005
%I presented at the IEEE
%C
%F Xu2005
%0 Journal Article
%T Optimal sizing method for stand-alone hybrid solar–wind system with LPSP technology by using genetic algorithm
%A Hongxing Yang
%A Wei Zhou
%A Lin Lu
%A Z. Fang
%J Solar Energy, ELSEVIER
%D 2008
%V
%F Yang2008
%0 Book
%T Simulation and Optimum Design of Hybrid Solar-Wind and Solar-Wind-Diesel Power Generation Systems
%A Zhou Wei
%D 2007
%I Doctor of Philosophy
%C The Hong Kong Polytechnic University
%F Wei2007
%0 Journal Article
%T Unit sizing and cost analysis of stand-alone hybrid wind/PV/fuel cell power generation systems
%A D. B. Nelson
%A M. H. Nehrir
%A C. Wang
%J Renewable Energy, ELSEVIER
%D 2006
%V
%F Nelson2006
%0 Book
%T One Optimal Sizing Method for Designing Hybrid Solar-Wind- Diesel Power generating Systems
%A Zhou Wei
%A Yang Hongxing
%D 2007
%I presented at the Zhou Wei
%C Yang Hongxing
%F Wei2007
%0 Journal Article
%T Unit Sizing of Stand-Alone Hybrid Wind/PV/Fuel Cell Power Generation Systems
%A D. B. Nelson
%A M. H. Nehrir
%J IEEE
%D 2005
%V
%F Nelson2005
%0 Journal Article
%T Methodology to Size an Optimal Stand-Alone PV/wind/diesel/battery System Minimizing the Levelized cost of Energy and the CO2 Emissions
%A B. Ould. Bilala
%A V. Samboua
%A C. M. F Kébé
%A P. A. Ndiaye
%A M. Ndongo
%J Energy Procedia, ELSEVIER
%D 2012
%V
%F Bilala2012
%0 Journal Article
%T Optimal sizing of renewable hybrids energy systems: A review of methodologies
%A R. Luna-Rubio
%A M. Trejo-Perea
%A D. Vargas-Vazquez
%A G. J. Rıos-Moreno
%J Solar Energy, ELSEVIER
%D 2012
%V
%F Luna-Rubio2012
%0 Book
%T The Optimal Capacity Configuration of An Indepebdent Wind/PV Hybrid Power Supply System Based on Improved PSOAlgorithm
%A Y. S. Zhao
%A J. Zhan
%A Y. Zhang
%A D. P. Wang
%A B. G. Zou
%D 2006
%I
%C
%F Zhao2006
%0 Book
%T Multi objective Obtimization of Power Dispatch Problem Using NSGA-II
%A Javed Dhillon
%D 2009
%I Master of Engineering Power Systems & Electric Drives, Thapar University
%C Patiala
%F Dhillon2009
%0 Journal Article
%T Multi-objective design of PV– wind– diesel– hydrogen– battery systems
%A Rodolfo Dufo-Lopez
%A Jose L. Bernal-Agustin
%J Renewable Energy, ELSEVIER
%D 2008
%V
%F Dufo-Lopez2008
%0 Book
%T Small Wind/Photovoltaic Hybrid Renewable Energy System Optimization
%A Miguel Rios Rivera
%D 2008
%I Master of Science, Electrical Engineering, Puerto Rico
%C Mayagüez Campus
%F Rivera2008
%0 Journal Article
%T Methodology for optimal sizing of stand-alone photovoltaic/wind-generator systems using genetic algorithms
%A Eftichios Koutroulis
%A Dionissia Kolokotsa
%A Antonis Potirakis
%A Kostas Kalaitzakis
%J Solar Energy, ELSEVIER
%D 2006
%V
%F Koutroulis2006
%0 Book
%T Aiding Renewable Energy Integration through Complimentary Demand- Supply Matching
%A Francesca Jane Born
%D 2001
%I Doctor of Philosophy, Energy Systems Research Unit
%C University of Strathclyde
%F Born2001
%0 Book
%T Development of an Optimisation Algorithm for Auto sizing Capacity of Renewable and Low Carbon Energy Systems
%A Sana Waqas
%D 2011
%I Master of Science, Department of Mechanical Engineering
%C University of Strathclyde Engineering
%F Waqas2011
%0 Book
%T The Elitist Non-dominated Sorting GA for Multiobjective Optimization of Standalone Hybrid Wind/PV Power Systems
%A Daming Xu
%A Longyun Kang
%A Binggang Cao
%D 2006
%I
%C Applied Sciences
%F Xu2006