An improved numerical optimization algorithm for sizing and configuration of standalone photo-voltaic system components in Yemen

Abstract This paper presents an improved optimization method for sizing standalone photo-voltaic (PV) systems. Numerical methods for optimization and configuration of array size, charge controller, storage battery capacity, and power inverter of PVs are implemented using MATLAB and hourly meteorological data and load demand. DC voltage operation is also optimally selected. Loss of load probability analysis is conducted to set the benchmark for determining all possible PV arrays and battery capacities. Then, the optimum design is proposed based on the lowest levelized cost of energy and net present value. The case study refers to the meteorological data of Yemen and the typical load role of the domestic sector in Yemen. Results show that the net present value of 6.6024 kWh/day PV system for Yemen is 22224 USD, while the cost of energy generated by the proposed system is 0.403 USD/kWh and the loss of load probability ( L L P ) is equal to 0.130%.

[1]  S. Pelland,et al.  Estimating the uncertainty in long-term photovoltaic yield predictions , 2013 .

[2]  Azah Mohamed,et al.  A review on sizing methodologies of photovoltaic array and storage battery in a standalone photovoltaic system , 2016 .

[3]  M. Ali Asgar,et al.  Sizing of a stand-alone photovoltaic power system at Dhaka , 2003 .

[4]  O. E. Ibrahim,et al.  Sizing stand-alone photovoltaic systems for various locations in Sudan , 1995 .

[5]  Tom Markvart,et al.  PV system sizing using observed time series of solar radiation , 2006 .

[6]  V. Cuomo,et al.  The design of photovoltaic plants: An optimization procedure , 1984 .

[7]  S. Catalanotti,et al.  An analytical method to determine the optimal size of a photovoltaic plant , 1984 .

[8]  Tomonobu Senjyu,et al.  Optimal capacity and expansion planning methodology of PV and battery in smart house , 2014 .

[9]  Chee Wei Tan,et al.  Assessment of environmental and economic perspectives for renewable-based hybrid power system in Yemen , 2017 .

[10]  Shin-Guang Chen Bayesian approach for optimal PV system sizing under climate change , 2013 .

[11]  F. Spertino,et al.  Storage sizing procedure and experimental verification of stand-alone photovoltaic systems , 2012, 2012 IEEE International Energy Conference and Exhibition (ENERGYCON).

[12]  S. C. Kaushik,et al.  A review on modeling, design methodology and size optimization of photovoltaic based water pumping, standalone and grid connected system , 2016 .

[13]  Ahmed Al-Salaymeh,et al.  Technical and economical assessment of the utilization of photovoltaic systems in residential buildings: The case of Jordan , 2010 .

[14]  Bo Zhao,et al.  Optimal sizing, operating strategy and operational experience of a stand-alone microgrid on Dongfushan Island , 2014 .

[15]  Mohamed Machmoum,et al.  Safe sizing methodology applied to a standalone photovoltaic system , 2015 .

[16]  G. E. Ahmad,et al.  Photovoltaic-powered rural zone family house in Egypt , 2002 .

[17]  José L. Bernal-Agustín,et al.  Comparison of different lead–acid battery lifetime prediction models for use in simulation of stand-alone photovoltaic systems , 2014 .

[18]  V. K. Sharma,et al.  Photovoltaic technology: Basic concepts, sizing of a stand alone photovoltaic system for domestic applications and preliminary economic analysis , 1995 .

[19]  Kheireddine Lamamra,et al.  New optimally technical sizing procedure of domestic photovoltaic panel/battery system , 2015 .

[20]  Ali Q. Al-Shetwi,et al.  Design and Economic Evaluation of Electrification of Small Villages in Rural Area in Yemen Using Stand-Alone PV System , 2016, International Journal of Renewable Energy Research.

[21]  G. N. Tiwari,et al.  Simplified method of sizing and life cycle cost assessment of building integrated photovoltaic system , 2009 .

[22]  Jamil Abdul-Aziz,et al.  Global solar radiation estimation from relative sunshine hours in Yemen , 1993 .

[23]  Mauro Gamberi,et al.  Technical and economic design of photovoltaic and battery energy storage system , 2014 .

[24]  Amine El Fathi,et al.  Performance parameters of a standalone PV plant , 2014 .

[25]  Hasimah Abdul Rahman,et al.  Publics' knowledge, attitudes and behavioral toward the use of solar energy in Yemen power sector , 2016 .

[26]  John K. Kaldellis,et al.  Optimum sizing of photovoltaic-energy storage systems for autonomous small islands , 2010 .

[27]  S. Makhloufi,et al.  Comparative study between classical methods and genetic algorithms for sizing remote PV systems , 2015 .

[28]  Wei Zhou,et al.  Current status of research on optimum sizing of stand-alone hybrid solar–wind power generation systems , 2010 .

[29]  Shin-Guang Chen An efficient sizing method for a stand-alone PV system in terms of the observed block extremes , 2012 .

[30]  Kamaruzzaman Sopian,et al.  A review of photovoltaic systems size optimization techniques , 2013 .

[31]  Dunbar P. Birnie,et al.  Optimal battery sizing for storm-resilient photovoltaic power island systems , 2014 .

[32]  Dhaker Abbes,et al.  Life cycle cost, embodied energy and loss of power supply probability for the optimal design of hybrid power systems , 2014, Math. Comput. Simul..

[33]  Tamer Khatib,et al.  MODELING OF PHOTOVOLTAIC SYSTEM ENERGY FLOW , 2016 .

[34]  Mariano Sidrach-de-Cardona,et al.  A simple model for sizing stand alone photovoltaic systems , 1998 .

[35]  Kamaruzzaman Sopian,et al.  Sizing of a standalone photovoltaic/battery system at minimum cost for remote housing electrification in Sohar, Oman , 2013 .

[36]  N. D. Kaushika,et al.  Solar PV design aid expert system , 2006 .

[37]  Mohammed A. Mukbel,et al.  A review of renewable energy activities in Yemen , 1998 .

[38]  Rafael Illanes,et al.  Dynamic simulation and modelling of stand-alone PV systems by using state equations and numerical integration methods , 2014 .

[39]  Hasimah Abdul Rahman,et al.  A novel optimization method for designing stand alone photovoltaic system , 2016 .

[40]  Wilfried Elmenreich,et al.  Novel simplified hourly energy flow models for photovoltaic power systems , 2014 .

[41]  Emanuela Colombo,et al.  A sizing methodology based on Levelized Cost of Supplied and Lost Energy for off-grid rural electrification systems , 2016 .

[42]  Azah Mohamed,et al.  Optimal sizing of a standalone photovoltaic system for remote housing electrification using numerical algorithm and improved system models , 2017 .

[43]  Ismail Musirin,et al.  Sizing grid-connected photovoltaic system using genetic algorithm , 2011, 2011 IEEE Symposium on Industrial Electronics and Applications.

[44]  J. M. Gordon,et al.  Optimal sizing of stand-alone photovoltaic solar power systems , 1987 .

[45]  Miguel Ángel Egido,et al.  The sizing of stand alone PV-system: A review and a proposed new method , 1992 .

[46]  A. Rajendra Prasad,et al.  Optimization of integrated photovoltaic–wind power generation systems with battery storage , 2006 .

[47]  A. H. Algifri,et al.  Wind energy potential in Aden-Yemen , 1998 .

[48]  Mitchell Lee,et al.  Cost versus reliability sizing strategy for isolated photovoltaic micro-grids in the developing world , 2014 .

[49]  Joao P. S. Catalao,et al.  A new perspective for sizing of distributed generation and energy storage for smart households under demand response , 2015 .

[50]  Kamaruzzaman Sopian,et al.  A New Approach for Optimal Sizing of Standalone Photovoltaic Systems , 2012 .

[51]  Santanu Bandyopadhyay,et al.  Optimum sizing of photovoltaic battery systems incorporating uncertainty through design space approach , 2009 .

[52]  M. K. Al-Motawakel,et al.  Wind characteristic and energy potentialities of some selected sites in the Yemen Arab Republic and the Republic of Egypt , 1991 .

[53]  Seddik Bacha,et al.  Optimal Sizing of a Stand-alone Photovoltaic System with Energy Management in Isolated Areas , 2013 .

[54]  Vassilios Makios,et al.  A novel method for determining the optimum size of stand-alone photovoltaic systems , 1988 .

[55]  Mark Hankins Stand-alone Solar Electric Systems: The Earthscan Expert Handbook for Planning, Design and Installation , 2010 .

[56]  Guangyi Cao,et al.  Dynamic modeling and sizing optimization of stand-alone photovoltaic power systems using hybrid energy storage technology , 2009 .

[57]  Al-Khalid Othman,et al.  A novel analytical model for optimal sizing of standalone photovoltaic systems , 2012 .