Estimation of Solar Cell Model Parameter by Hybrid Genetic Algorithm Using MATLAB
Journal Title: International Journal of Advanced Research in Computer Engineering & Technology(IJARCET) - Year 2012, Vol 1, Issue 6
Abstract
In the present work, an efficient and accurate approach for the estimation of the solar cell parameters using hybrid genetic algorithm from the given voltage-Current data is proposed. Exact estimation of solar cell data is necessary for getting desired accuracy in PV based simulation studies. This paper proposes the hybrid Genetic algorithm, which is based on Genetic Algorithm (GA) and Nelder-Mead (NM) simplex search method. GA-NM is easy to implement in practice as it does not require any initial guess about the parameter values. Proposed approach has the benefits of both Genetic Algorithm and Nelder-Mead simplex method. The simulation results prove the suggested algorithm to be extremely effective and efficient at locating optimal values of the solar cell parameter. MATLAB OPTIMTOOL is used to implement the proposed approach.
Authors and Affiliations
J K Maherchandani, , Chitranjan Agarwal, , Mukesh Sahi,
Keywords
Related Articles
- EP ID EP125850
- DOI -
- Views 56
- Downloads 0
PAPR Reduction of an MC-CDMA system using SLM technique
Multicarrier Code Division Multiple Access is the most promising technique for high speed data transmission. However, the MC-CDMA signals are characterized by large peak to average power ratios (PAPR), which can reduc...
Biological Effect of High Frequency Electromagnetic Radiation – A Review
In the era of wireless communication, the exposure to electromagnetic radiations is increasing. Most of these radiations fall in the category of microwaves. In addition, domestic appliances and medical treatments a...
Signaling Technique for Free Space Optics on the basis of Bit Error Rate
A new efficient method to implement orthogonal frequency division multiplexing (OFDM) on intensity modulated direct detection (IM/DD) channels is presented and termed auto-correlated optical OFDM. It is shown that...
Interference Mitigation by CDMA RAKE Receiver With Walsh-Hadamard Sequence
Interference Mitigation by CDMA RAKE Receiver With Walsh-Hadamard Sequence Interference Mitigation by CDMA RAKE Receiver With Walsh-Hadamard Sequence Interference Mitigation by CDMA RAKE Receiver With Walsh-...
A New Approach for Dynamic Load Balancing Algorithm
Mission-critical applications must run 24x7, and networks need to be able to scale performance to handle large numbers of client requests without unwanted delays. A "server cluster" is a group of independent server...