Linear Integer (LIP) Programing to Optimization and Sizing a Wind/Solar/Battery System for Islanding Purpose

An optimal approach for sizing of stand-alone hybrid distributed generation (DG) power management systems is presented. The methodology is applied to an integrated hybrid system including photovoltaic (PV) panels, wind turbine (WT), and battery (BT). The PV array is operated effectively at the maximum power point tracking. Unit cost of electricity energy (UCEE), as an efficient criterion for the economic assessment and the loss of power supply probability (LPSP), as a suitable criterion for reliable assessment, are used to optimize the system sizing. Typical residential load, solar irradiation, wind speed, and temperature data are collected from the city of Marvdasht, located in Iran, Fars (Latitude: 29°50'N, Longitude: 52°40'E) to evaluate the proposed technique. A Branch and cut method is employed and coded in MATLAB® environment to optimize configuration of proposed hybrid system. Regarding the stochastic nature of renewable sources and load, the simulation results show the suitable match rate between demand and supply.

[1]  D. Berndt Maintenance-Free Batteries , 1993 .

[2]  R. Ramakumar,et al.  Loss of Power Supply Probability of Stand-Alone Photovoltaic Systems: A Closed Form Solution Approach , 1991, IEEE Power Engineering Review.

[3]  T. Markvart Sizing of hybrid photovoltaic-wind energy systems , 1996 .

[4]  J. Mitchell Branch-and-Cut Algorithms for Combinatorial Optimization Problems , 1988 .

[5]  Lin Lu,et al.  Weather data and probability analysis of hybrid photovoltaic–wind power generation systems in Hong Kong , 2003 .

[6]  Mehdi Vafaei Optimally-Sized Design of a Wind/Diesel/Fuel Cell Hybrid System for a Remote Community , 2011 .

[7]  A. Louche,et al.  Technical and economic assessment of hybrid photovoltaic/wind system with battery storage in Corsica island , 2008 .

[8]  Motaz Amer,et al.  Optimization of Hybrid Renewable Energy Systems (HRES) Using PSO for Cost Reduction , 2013 .

[9]  A. Ilinca,et al.  WIND POTENTIAL ASSESSMENT OF QUEBEC PROVINCE , 2003 .

[10]  Andreas Jossen,et al.  Methods for state-of-charge determination and their applications , 2001 .

[11]  Kostas Kalaitzakis,et al.  Methodology for optimal sizing of stand-alone photovoltaic/wind-generator systems using genetic algorithms , 2006 .

[12]  Said Farahat,et al.  An efficient sizing method with suitable energy management strategy for hybrid renewable energy systems , 2014 .

[13]  Wei Wei,et al.  A Simple Sizing Algorithm for Stand-Alone PV/Wind/Battery Hybrid Microgrids , 2012 .

[14]  Wei Zhou,et al.  A novel optimization sizing model for hybrid solar-wind power generation system , 2007 .

[15]  Giovanni Rinaldi,et al.  A Branch-and-Cut Algorithm for the Resolution of Large-Scale Symmetric Traveling Salesman Problems , 1991, SIAM Rev..

[16]  Ortiz Rivera,et al.  Modeling and analysis of solar distributed generation , 2006 .

[17]  Zahra Naji Azimi,et al.  Algorithms for Combinatorial Optimization Problems , 2010 .

[18]  Daniel Guasch,et al.  Dynamic battery model for photovoltaic applications , 2003 .

[19]  Wei Zhou,et al.  OPTIMAL SIZING METHOD FOR STAND-ALONE HYBRID SOLAR–WIND SYSTEM WITH LPSP TECHNOLOGY BY USING GENETIC ALGORITHM , 2008 .

[20]  Rasoul Azizipanah-Abarghooee,et al.  Optimal sizing of battery energy storage for micro-grid operation management using a new improved bat algorithm , 2014 .

[21]  Ziyad M. Salameh,et al.  Sizing of a stand-alone hybrid wind-photovoltaic system using a three-event probability density approximation , 1996 .

[22]  Tarek Y. ElMekkawy,et al.  Multi-objective optimal design of hybrid renewable energy systems using PSO-simulation based approach , 2014 .

[23]  OPTIMIZED MODEL FOR COMMUNITY BASED HYBRID ENERGY SYSTEM FOR ST. MARTIN’S ISLAND, BANGLADESH , 2012 .

[24]  Javed Dhillon,et al.  Multi Objective Optimization of Power Dispatch Problem Using NSGA-II , 2009 .

[25]  Said Farahat,et al.  Optimal size and cost analysis of stand-alone hybrid wind/photovoltaic power-generation systems , 2014 .

[26]  Delly Oliveira Filho,et al.  A stochastic method for stand-alone photovoltaic system sizing , 2010 .