Data-driven health monitoring and control of battery energy storage system in distribution networks

Li-Ion batteries (LIBs) have been widely utilized in electric vehicles and battery energy storage systems (BESS) for power grid applications. To avoid system failure through timely maintenance, it is of great importance to estimate the battery state of health (SOH). This thesis first develops data-d...

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Bibliographic Details
Main Author: Liu, Wei
Other Authors: Xu Yan
Format: Thesis-Doctor of Philosophy
Language:English
Published: Nanyang Technological University 2022
Subjects:
Online Access:https://hdl.handle.net/10356/159830
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Institution: Nanyang Technological University
Language: English