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Bayesian optimization for maximum power point tracking in photovoltaic systems
conference contribution
posted on 2023-05-23, 13:52 authored by Sarah LydenSarah Lyden, Olding, W, Zahra DarbariMaximum 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.
History
Publication title
Proceedings of the 2018 IEEE Power & Energy Society General MeetingPagination
1-5ISBN
978-1-5386-7703-2Department/School
School of EngineeringPublisher
IEEE Power & Energy Society (PES)Place of publication
USAEvent title
2018 IEEE Power & Energy Society General MeetingEvent Venue
Portland, OregonDate of Event (Start Date)
2018-08-05Date of Event (End Date)
2018-08-09Rights statement
Copyright 2018 IEEERepository Status
- Restricted