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eess.SY2023
Battery Valuation and Management for Battery Swapping Station with an Intertemporal Framework
Xinjiang Chen, Yu Yang, Jianxiao Wang +2
Battery swapping as a business model for battery energy storage (BES) has great potential in future integrated low-carbon energy and transportation systems. However, frequent batte…
eess.SY2022
Improving Sample Efficiency of Deep Learning Models in Electricity Market
Guangchun Ruan, Jianxiao Wang, Haiwang Zhong +2
The superior performance of deep learning relies heavily on a large collection of sample data, but the data insufficiency problem turns out to be relatively common in global electr…
eess.SY2022
Electrochemical Parameter Identification for Lithium-ion Battery Sources in Self-Sustained Transportation Energy Systems
Yuxuan Gu, Jianxiao Wang, Yuanbo Chen +3
Lithium-ion battery (LIB) sources have played an essential role in self-sustained transportation energy systems and have been widely deployed in the last few years. To realize reli…