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논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 발행연도
- 2018.11
- 수록면
- 1,805 - 1,818 (14page)
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초록· 키워드
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This paper proposes a novel hybrid maximum power point tracking (MPPT) algorithm combining a Whale Optimization Algorithm (WOA) and the conventional Perturb & Observation (P&O) to track/extract the highest amount of power from a solar photovoltaic (SPV) system working under partial shading conditions (PSCs). The proposed hybrid algorithm is based on a WOA which predicts the initial global peak (GP) and is followed by P&O in the final stage to achieve a quicker convergence to a GP. Thus, this hybrid algorithm overcomes the computational burden encountered in a standalone WOA, grey wolf optimization (GWO) and hybrid GWO reported in the literature. The conventional algorithm searches for the maximum power point (MPP) in the predicted region by the WOA. The proposed MPPT technique is modelled and simulated using MATLAB/Simulink for simulating an environment to check its effectiveness in accurately tracking the MPP during the GP region. This hybrid algorithm is compared with a standalone WOA, GWO and hybrid GWO. From the simulating results, it is shown that the proposed algorithm offers high tracking performance and that it increases the output power level of a SPV system under partial shading. The algorithm also verified experimentally on various PSCs.
목차
Abstract
I. INTRODUCTION
II. MATHEMATICAL MODELLING AND CHARACTERISTICS OF A PV MODULE UNDER PARTIAL SHADING
III. OVERVIEW OF THE PROPOSED HYBRID WOA MPPT TECHNIQUE
IV. SIMULATION AND HARDWARE RESULTS
V. CONCLUSIONS
REFERENCES
참고문헌 (20)
참고문헌 신청
F. Salem and M.A. Awadallah, “Detection and assessment of partial shading in photovoltaic arrays, J. Electr. Syst. Informat. Technol., Vol. 3, No. 1, pp. 23-32, 2016.
M. Premkumar, N. Dhanasekar, R. Dhivakar, and P. Arunkumar, “Comparison of MPPT algorithms for PV system-based DC-DC converter,” Advances in Natural & Applied Science, Vol. 17, No. 9, pp. 212-221, Mar. 2016.
X. Xiao, X. Huang, and Q. Kang, “A hill-climbing-methodbased maximum power point tracking strategy for direct-drive wave energy converters,” IEEE Trans. Ind. Electron., Vol. 63, No. 1, pp. 257-267, Jan. 2016.
K. Soon Tey and S. Mekhilef, “Modified incremental conductance MPPT algorithm to mitigate inaccurate responses under fast-changing solar irradiation level,” Solar Energy, Vol. 101, pp. 333-342, 2014.
D. C. Huynh and M. W. Dunnigan, “Development and comparison of an improved incremental conductance algorithm for tracking the MPP of a solar PV panel,” IEEE Trans. Sustain. Energy, Vol. 7, No. 4, pp. 1421-1429, Oct. 2016.
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UCI(KEPA) : I410-ECN-0101-2019-560-000047969