Application of Centered differentiation and steepest descent to maximum power point tracking

被引:132
作者
Xiao, Weidong [1 ]
Dunford, William G.
Palmer, Patrick R.
Capel, Antoine
机构
[1] Univ British Columbia, Vancouver, BC V6T 1Z4, Canada
[2] Univ Cambridge, Dept Engn, Cambridge CB2 1PZ, England
[3] Univ Rovira & Virgili, Sch Engn, Tarragona 43007, Spain
关键词
control systems; digital control; maximum power point tracking (MPPT); photovoltaic power systems;
D O I
10.1109/TIE.2007.899922
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 [计算机科学与技术];
摘要
This paper, concentrates on two critical aspects to improve the performance of maximum power point tracking (MPPT). One improvement is to accurately locate the position of the maximum power point (MPP) by using the centered differentiation. Another effort is to reduce the oscillation around the MPP in steady state by controlling active perturbations. This paper also adopts the method of steepest descent for MPPT, which shows faster dynamic response and smoother steady state than the method of hill climbing. Comprehensive experimental evaluations have successfully illustrated the effectiveness of the proposed algorithm.
引用
收藏
页码:2539 / 2549
页数:11
相关论文
共 29 条
[1]
Discussion of ''theoretical and experimental analyses of photovoltaic systems with voltage and current-based maximum power point tracking'' [J].
Appelbaum, J .
IEEE TRANSACTIONS ON ENERGY CONVERSION, 2004, 19 (03) :651-652
[2]
Arfken G., 1985, Mathematical methods for physicists, P428, DOI DOI 10.1016/B978-0-12-059820-5.50015-X
[3]
Ascher U.M., 1998, COMPUTER METHODS ORD, V61
[4]
Dommel H., 1996, EMTP THEORY BOOK
[5]
DOMMEL HW, 2006, EECE459
[6]
Integrated photovoltaic maximum power point tracking converter [J].
Enslin, JHR ;
Wolf, MS ;
Snyman, DB ;
Swiegers, W .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 1997, 44 (06) :769-773
[7]
Optimization of perturb and observe maximum power point tracking method [J].
Femia, N ;
Petrone, G ;
Spagnuolo, G ;
Vitelli, M .
IEEE TRANSACTIONS ON POWER ELECTRONICS, 2005, 20 (04) :963-973
[8]
GALAMBOS J, 1994, EXTREME VALUE THEORY
[9]
Gear C. W., 1971, NUMERICAL INITIAL VA
[10]
Implementation of a DSP-controlled photovoltaic system with peak power tracking [J].
Hua, CC ;
Lin, JG ;
Shen, CM .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 1998, 45 (01) :99-107