A novel analytical model for optimal sizing of standalone photovoltaic systems

被引:77
作者
Jakhrani, Abdul Qayoom [1 ]
Othman, Al-Khalid [1 ]
Rigit, Andrew Ragai Henry [1 ]
Samo, Saleem Raza [2 ]
Kamboh, Shakeel Ahmed [3 ]
机构
[1] Univ Malaysia Sarawak, Fac Engn, Kota Samarahan 94300, Sarawak, Malaysia
[2] Quaid e Awam Univ Engn Sci & Technol, Dept Energy & Environm Engn, Nawbshah 67480, Sindh, Pakistan
[3] Univ Malaysia Sarawak, Fac Comp Sci & Informat Technol, Dept Computat Sci & Math, Kota Samarahan 94300, Sarawak, Malaysia
关键词
Standalone PV system; Optimal sizing; Reliability; Loss of load probability; Cost analysis; ALONE PV-SYSTEMS; POWER-SYSTEMS; TECHNOECONOMIC OPTIMIZATION; TIME-SERIES; BATTERY; DESIGN; ARRAY; PROBABILITIES; METHODOLOGY; GENERATION;
D O I
10.1016/j.energy.2012.05.020
中图分类号
O414.1 [热力学];
学科分类号
摘要
This paper presents a novel analytical model for the determination of optimal sizing of standalone photovoltaic (PV) systems with least cost and predetermined reliability to satisfy load. Algebraic equations for optimal PV array area (A(opt)), optimal useful battery storage capacity (C-u,C-opt) and the constant of integration (k(opt)) has been formulated. The proposed model provides the system output directly without going through the calculation of PV array capacity (C-a) and battery storage capacity (C-b). It is different from previous models, which only optimize the system parameters C-a and C-b without involving load. The isoreliability curves of proposed model are compared with other analytical and numerical methods with the pair of C-a and C-b in different environmental conditions without load involvement. The formulated model is also applied for the optimal sizing of a standalone PV system for domestic purpose at Kuching, Sarawak, Malaysia. The required optimal PV array area (A(opt)) and useful battery storage capacity (C-u,C-opt) is determined with various load demands and loss of load probability (LLP). Proposed analytical model is more constructive due to incorporation of many useful variables namely desired LLP value, latitude and clearness index of location, load demand and unit cost of PV array and battery capacity. It is also rational in terms of power reliability and cost, and simple to implement for the size optimization of standalone PV systems as compared to existing models. (C) 2012 Elsevier Ltd. All rights reserved.
引用
收藏
页码:675 / 682
页数:8
相关论文
共 44 条
[1]   LOSS OF POWER-SUPPLY PROBABILITY OF STAND-ALONE PHOTOVOLTAIC SYSTEMS - A CLOSED FORM SOLUTION APPROACH [J].
ABOUZAHR, I ;
RAMAKUMAR, R .
IEEE TRANSACTIONS ON ENERGY CONVERSION, 1991, 6 (01) :1-11
[2]   SIMPLE PROCEDURE FOR GENERATING SEQUENCES OF DAILY RADIATION VALUES USING A LIBRARY OF MARKOV TRANSITION MATRICES [J].
AGUIAR, RJ ;
COLLARESPEREIRA, M ;
CONDE, JP .
SOLAR ENERGY, 1988, 40 (03) :269-279
[3]  
Balouktsis A, 2006, INT J PHOTOENERGY, V8, P4
[4]   AN ANALYTICAL METHOD TO DETERMINE THE OPTIMAL SIZE OF A PHOTOVOLTAIC PLANT [J].
BARRA, L ;
CATALANOTTI, S ;
FONTANA, F ;
LAVORANTE, F .
SOLAR ENERGY, 1984, 33 (06) :509-514
[5]   THE DESIGN OF PHOTOVOLTAIC PLANTS - AN OPTIMIZATION PROCEDURE [J].
BARTOLI, B ;
CUOMO, V ;
FONTANA, F ;
SERIO, C ;
SILVESTRINI, V .
APPLIED ENERGY, 1984, 18 (01) :37-47
[6]  
Benghanem M, 2000, THESIS USTHB ALGIERS
[7]   Sizing of a stand-alone photovoltaic power system at Dhaka [J].
Bhuiyan, MMH ;
Asgar, MA .
RENEWABLE ENERGY, 2003, 28 (06) :929-938
[8]   OPTIMUM PHOTOVOLTAIC ARRAY SIZE FOR A HYBRID WIND PV SYSTEM [J].
BOROWY, BS ;
SALAMEH, ZM .
IEEE TRANSACTIONS ON ENERGY CONVERSION, 1994, 9 (03) :482-488
[9]   Methodology for optimally sizing the combination of a battery bank and PV array in a Wind/PV hybrid system [J].
Borowy, BS ;
Salameh, ZM .
IEEE TRANSACTIONS ON ENERGY CONVERSION, 1996, 11 (02) :367-373
[10]  
Bucciarelli Jr, 1986, SOL ENERGY, V36, P11