DocumentCode
1589775
Title
A maximum power point tracking algorithm based on gradient descent method
Author
Zhang, Jianpo ; Wang, Tao ; Ran, Huijuan
Author_Institution
Key Lab. of Power Syst. Protection, North China Electr. Power Univ., Baoding, China
fYear
2009
Firstpage
1
Lastpage
5
Abstract
Solar energy is considered as one of the most effective, less expensive, harmless and less environment pollution effect of renewable energy sources, the problem of using solar power including varying weather condition brings different output power of the photovoltaic (PV) array, which may cause a serious waste of solar power, for solving this problem, a Maximum Power Point Tracking (MPPT) strategy is always required to make PV array keep giving maximum power under different environment condition. In this paper, a variable step MPPT based on gradient descent method is proposed for faster and more precise tracking process, a model based on matlab/simulink was established to analysis the performance of the proposed MPPT strategy, simulation results prove that this MPPT method is practical with a better performance than the traditional strategies.
Keywords
mathematical analysis; renewable energy sources; solar cells; gradient descent method; maximum power point tracking algorithm; photovoltaic array; renewable energy sources; Analytical models; Character generation; Mathematical model; Pollution; Power generation; Radio access networks; Renewable energy resources; Solar energy; Solar power generation; Voltage; Gradient Descent Method; Maximum Power Point Tracking (MPPT); Photovoltaic (PV); Variable Step;
fLanguage
English
Publisher
ieee
Conference_Titel
Power & Energy Society General Meeting, 2009. PES '09. IEEE
Conference_Location
Calgary, AB
ISSN
1944-9925
Print_ISBN
978-1-4244-4241-6
Type
conf
DOI
10.1109/PES.2009.5275737
Filename
5275737
Link To Document