Research Output
A Maximum Power Point Tracking (MPPT) for PV system using Cuckoo Search with partial shading capability
  Objectives
This work proposes a Maximum Power Point Tracking (MPPT) for PV system using Cuckoo Search (CS) method.

Methods
It is acknowledged that CS exhibits several advantages which include fast convergence, higher efficiency using fewer tuning parameters. The paper outlines the concept of CS by highlighting the significance of the Lévy flight in influencing the algorithm’s convergence. The main equations that govern the behavior of the search are also explained. To justify CS as a viable MPPT option, a comprehensive assessment is carried out against two well established methods, namely Perturbed and Observed (P&O) and Particle Swarm Optimization (PSO). The evaluations include (1) gradual irradiance and temperature changes, (2) step change in irradiance and (3) rapid change in both irradiance and temperature. These tests are carried out for both large and medium-sized PV systems. Furthermore, the ability of the algorithm to handle the partial shading condition is demonstrated.

Results
The results show that CS is capable of tracking MPP within 100–250 ms under various types of environmental change. Besides, the power loss in steady state due to MPP mismatch is only 0.000008%. Furthermore, it can handle the partial shading condition very efficiently.

Conclusion
CS outperforms both P&O and PSO with respect to tracking capability, transient behavior and convergence.

Practical implications
Due to these excellent features, it is envisaged that the CS can be suitably used as a MPPT, particularly for large PV system.

  • Type:

    Article

  • Date:

    25 January 2014

  • Publication Status:

    Published

  • Publisher

    Elsevier

  • DOI:

    10.1016/j.apenergy.2013.12.062

  • Cross Ref:

    10.1016/j.apenergy.2013.12.062

  • ISSN:

    0306-2619

  • Funders:

    Historic Funder (pre-Worktribe)

Citation

Ahmed, J., & Salam, Z. (2014). A Maximum Power Point Tracking (MPPT) for PV system using Cuckoo Search with partial shading capability. Applied Energy, 119, 118-130. https://doi.org/10.1016/j.apenergy.2013.12.062

Authors

Keywords

Photovoltaic, MPPT, Soft computing, Cuckoo Search, Lévy flight, Partial shading

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