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Inclusion of Battery SoH Estimation in Smart Distribution Planning with Energy Storage Systems
Journal article 2021 English

Inclusion of Battery SoH Estimation in Smart Distribution Planning with Energy Storage Systems

Dr. Omar Alrumayh, Steven Wong, Kankar Bhattacharya

Qassim University, University of Waterloo

IEEE Transactions on Power Systems

Abstract

This study proposes an integrated framework for planning energy storage systems in smart distribution grids, incorporating a neural network-based State of Health (SoH) estimator for lithium-ion batteries. The proposed approach accounts for battery degradation when determining the optimal capacity, location, installation year, and replacement of energy storage systems, improving long-term distribution planning and operational decisions.

Keywords

Degradation, Energy Storage System, Home Energy Management System, Local Distribution Company, Smart Grid, State of Health, Distribution Planning

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