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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