Evolutionary based maximum power point tracking technique using differential evolution algorithm
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Elsevier B.V.
2014
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my.unimap-355862014-06-17T04:59:52Z Evolutionary based maximum power point tracking technique using differential evolution algorithm Mohammad Faridun Naim, Tajuddin Shahrin, Md Ayob, Dr. Zainal, Salam, Prof. Dr. Mohd. Sazli, Saad faridun@unimap.edu.my shahrin@fke.utm.my zainals@fke.utm.my sazlisaad@unimap.edu.my Buck-boost converter Building integrated PV (BIPV) Differential evolution (DE) Hill climbing (HC) Maximum power point tracking (MPPT) Partial shading Photovoltaic (PV) Link to publisher's homepage at http://www.elsevier.com/ This paper presents a maximum power point tracking (MPPT) technique for photovoltaic (PV) system using a modified differential evolution (DE) algorithm. The standard DE is modified to deal with dynamic objective function problem to suit with the nonlinear time-varying MPPT nature. Using this approach, a fast and accurate convergence to MPP can be achieved. The performance of the algorithm is evaluated under large and rapid fluctuations of irradiation. For benchmarking, comparison to the conventional hill climbing (HC) technique is carried out. The results show that it outperforms the HC in terms of convergence speed and accuracy. In addition, the power oscillation at steady state is significantly diminished. The effectiveness of the proposed technique in handling partial shading conditions is also demonstrated. With this capability, the proposed technique can be suitably used for building integrated PV (BIPV) system. 2014-06-17T04:59:52Z 2014-06-17T04:59:52Z 2013 Article Energy and Buildings, vol. 67, 2013, pages 245-252 0378-7788 http://www.sciencedirect.com/science/article/pii/S0378778813004763 http://dspace.unimap.edu.my:80/dspace/handle/123456789/35586 en Elsevier B.V. |
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| language |
English |
| topic |
Buck-boost converter Building integrated PV (BIPV) Differential evolution (DE) Hill climbing (HC) Maximum power point tracking (MPPT) Partial shading Photovoltaic (PV) |
| spellingShingle |
Buck-boost converter Building integrated PV (BIPV) Differential evolution (DE) Hill climbing (HC) Maximum power point tracking (MPPT) Partial shading Photovoltaic (PV) Mohammad Faridun Naim, Tajuddin Shahrin, Md Ayob, Dr. Zainal, Salam, Prof. Dr. Mohd. Sazli, Saad Evolutionary based maximum power point tracking technique using differential evolution algorithm |
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Link to publisher's homepage at http://www.elsevier.com/ |
| author2 |
faridun@unimap.edu.my |
| author_facet |
faridun@unimap.edu.my Mohammad Faridun Naim, Tajuddin Shahrin, Md Ayob, Dr. Zainal, Salam, Prof. Dr. Mohd. Sazli, Saad |
| format |
Article |
| author |
Mohammad Faridun Naim, Tajuddin Shahrin, Md Ayob, Dr. Zainal, Salam, Prof. Dr. Mohd. Sazli, Saad |
| author_sort |
Mohammad Faridun Naim, Tajuddin |
| title |
Evolutionary based maximum power point tracking technique using differential evolution algorithm |
| title_short |
Evolutionary based maximum power point tracking technique using differential evolution algorithm |
| title_full |
Evolutionary based maximum power point tracking technique using differential evolution algorithm |
| title_fullStr |
Evolutionary based maximum power point tracking technique using differential evolution algorithm |
| title_full_unstemmed |
Evolutionary based maximum power point tracking technique using differential evolution algorithm |
| title_sort |
evolutionary based maximum power point tracking technique using differential evolution algorithm |
| publisher |
Elsevier B.V. |
| publishDate |
2014 |
| url |
http://dspace.unimap.edu.my:80/dspace/handle/123456789/35586 |
| _version_ |
1643797862113345536 |
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13.214268 |