Global ETD Search
Search theses and dissertations gathered from participating repositories worldwide. Every result links back to the library that holds it. No account is needed.
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Showing 1 to 6 of 6 for “"PV+Battery"”.
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Optimal energy management for a grid-tied solar PV-battery microgrid: A reinforcement learning approach
… management system (EMS) for a grid-tied solar PV-battery microgrid. The goal of the EMS is to obtain the minimum operational costs (cost of power exchange with the utility and battery wear cost) while still considering network constraints, which ensure grid violations are avoided. A …
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Reinforcement learning for power scheduling in a grid-tied pv-battery electric vehicles charging station
… the power scheduling problem in a grid-tied PV-powered EV charging station with the incorporation of a battery energy storage system. RL is a reward-motivated optimization technique that was derived from the way animals learn to optimize their behavior in a new environment. Unlike other …
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Battery performance characterisation for stand-alone photovoltaic systems
One of the main factors limiting optimisation of PV system designs over the life of the system has been the lack of battery test data appropriate to PV applications. The main objective of this study was to determine accurate empirical data for locally available lead-acid batteries which could be …
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The development of novel services for battery storage in domestic applications and communal mini-smart grids
Lithium-ion battery technology remains a key factor in energy storage technology due to its advantageous features which include high energy and power density, low self-discharge, and longer lifespan. However, the continuous cycling of the battery over its lifetime results in gradual internal …
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Optimization of Renewable Energy Siting Decisions through Vertical Axis Wind Turbine Integration
… framework considers HAWTs, Solar Photovoltaics (PV), battery storage, etc., within the New England region, assuming a 100% decarbonized power system. The model utilizes an analysis that aims to minimize total system costs to assess VAWTs under varying capital expenditures and land-use …