Effect of Measurement Noise and Bias on Hill-Climbing MPPT Algorithms

被引:38
作者
Al-Atrash, Hussam [1 ]
Batarseh, Issa [2 ]
Rustom, Khalid [3 ]
机构
[1] Univ Cent Florida, Sch Elect Engn & Comp Sci, Oviedo, FL 32765 USA
[2] Univ Cent Florida, Sch Elect Engn & Comp Sci, Orlando, FL 32816 USA
[3] Adv Power Elect Corp, Orlando, FL USA
关键词
Arrays; Noise; Voltage measurement; Current measurement; Noise measurement; Algorithm design and analysis; Voltage control; POWER POINT TRACKING; SYSTEM;
D O I
10.1109/TAES.2010.5461654
中图分类号
V [航空、航天];
学科分类号
08 ; 0825 ;
摘要
Erroneous measurement of solar array voltage and current degrades the performance of hill-climbing, maximum power point tracking (MPPT) systems. This degradation is observed as a reduced climbing rate, erroneous settling point, and/or random operating point excursions. The effect of measurement bias and noise on MPPT performance is analyzed. Tracking problems are then classified according to their cause, which allows for easier debugging of a faulty tracker. The effectiveness of several error-mitigating techniques is then studied, and recommendations are given accordingly. Conclusions of the analysis are then experimentally verified.
引用
收藏
页码:745 / 760
页数:16
相关论文
共 21 条
[1]   Digital controller design for a practicing power electronics engineer [J].
Al-Atrash, H. ;
Batarseh, I. .
APEC 2007: TWENTY-SECOND ANNUAL IEEE APPLIED POWER ELECTRONICS CONFERENCE AND EXPOSITION, VOLS 1 AND 2, 2007, :34-+
[2]  
ALATRASH H, 2005, P 20 IEEE APPL POW E, V2, P1773
[3]   A comparison of evolution strategies with other direct search methods in the presence of noise [J].
Arnold, DV ;
Beyer, HG .
COMPUTATIONAL OPTIMIZATION AND APPLICATIONS, 2003, 24 (01) :135-159
[4]  
Brandhorst HW, 2003, WORL CON PHOTOVOLT E, P849
[5]  
Capel A, 1998, IEEE POWER ELECTRON, P1913, DOI 10.1109/PESC.1998.703443
[6]   Single-phase grid-connected PV system using three-arm rectifier-inverter [J].
Chang, JM ;
Chang, WN ;
Chiang, SJ .
IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 2006, 42 (01) :211-219
[7]  
Femia N, 2004, Proceedings of the IEEE-ISIE 2004, Vols 1 and 2, P1017
[8]   Optimizing sampling rate of P&O MPPT technique [J].
Femia, N ;
Petrone, G ;
Spagnuolo, G ;
Vitelli, M .
PESC 04: 2004 IEEE 35TH ANNUAL POWER ELECTRONICS SPECIALISTS CONFERENCE, VOLS 1-6, CONFERENCE PROCEEDINGS, 2004, :1945-1949
[9]  
GROS S, 2007, COMPUTERS CHEM ENG
[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