Performance Analysis of Machine-Learning Approaches for Modeling the Charging/Discharging Profiles of Stationary Battery Systems with Non-Uniform Cell Aging

Performance Analysis of Machine-Learning Approaches for Modeling the Charging/Discharging Profiles of Stationary Battery Systems with Non-Uniform Cell Aging

The number of Stationary Battery Systems (SBS) connected to various power distribution networks across the world has increased drastically. The increase in the integration of renewable energy sources is one of the major contributors to the increase in the number of SBS. SBS are also used in other ap...

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Bibliographic Details
Main Authors: Nandha Kumar Kandasamy, Rajagopalan Badrinarayanan, Venkata Ravi Kishore Kanamarlapudi, King Jet Tseng, Boon-Hee Soong
Format: Article
Language:English
Published: MDPI AG 2017-06-01
Series:Batteries
Subjects:
stationary battery systems
charging/discharging profile
capacity loss
machine-learning approaches
Online Access:http://www.mdpi.com/2313-0105/3/2/18

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