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Data-Driven Online Prediction of Discharge Capacity and End-of-Discharge of Lithium-Ion Batteries
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Monitoring the health condition as well as predicting the performance of lithium-ion batteries is crucial to the reliability and safety of electrical systems such as electric vehicles. However, estimating the discharge ...
Constructing Robust and Reliable Health Indices and Improving the Accuracy of Remaining Useful Life Prediction
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: A system health index is a measurement of the health condition of complex systems. However, most of the health indices are developed based on strong assumptions. Consequently, existing health indices are not capable of ...