P239-A Maximum Power Point Tracking (MPPT) for PV system using Cuckoo Search with partial shading capability2014-شبیه سازی آماده مقاله


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شبیه سازی آماده مقاله

239-A Maximum Power Point Tracking (MPPT) for PV system using Cuckoo Search with partial shading capability—–2014

مقاله انگلیسی

Abstract
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.

فایل های موجود که ارائه می شود:

fig2a.mdl

fig2a_change.slx

fig2a_cs.mdl

fig2a_cs_change.slx

fig10a_cs.slx

fig10a_cs_change.slx

fig10a_P_and_Q.slx

fig10a_P_and_Q_change.slx

tozihat.docx

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