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

• Main Authors: Kandasamy, Nandha, Badrinarayanan, Rajagopalan, Kanamarlapudi, Venkata, Tseng, King, Soong, Boon Hee
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2017
• Subjects: charging/discharging profile; stationary battery systems
• Online Access: https://hdl.handle.net/10356/83740; http://hdl.handle.net/10220/42755
• Institution: Nanyang Technological University

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...