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Bayesian optimization for maximum power point tracking in photovoltaic systems

Lyden, S ORCID: 0000-0002-5364-6011, Olding, W and Darbari, Z 2018 , 'Bayesian optimization for maximum power point tracking in photovoltaic systems', in Proceedings of the 2018 IEEE Power & Energy Society General Meeting , IEEE Power & Energy Society (PES), USA, pp. 1-5 , doi: 10.1109/PESGM.2018.8585890.

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Abstract

Maximum Power Point Tracking (MPPT) is an important consideration in Photovoltaic (PV) systems, particularly in residential environments where non-uniform irradiance conditions across the system may arise. This paper details the development of a Bayesian Optimization (BO) based MPPT method and presents preliminary results showing the efficacy of this technique in locating global maxima.

Item Type: Conference Publication
Authors/Creators:Lyden, S and Olding, W and Darbari, Z
Keywords: bayesian optimisation, photovoltaic, maximum power point tracking
Journal or Publication Title: Proceedings of the 2018 IEEE Power & Energy Society General Meeting
Publisher: IEEE Power & Energy Society (PES)
DOI / ID Number: 10.1109/PESGM.2018.8585890
Copyright Information:

Copyright 2018 IEEE

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