A generic battery-cycling optimization framework with learned sampling and early stopping strategies

HIGHLIGHTS

  • who: Changyu Deng from the University of Michigan, Ann Arbor, MI, USA have published the Article: A generic battery-cycling optimization framework with learned sampling and early stopping strategies, in the Journal: (JOURNAL)
  • what: A special property of battery-cycling optimization is that the authors evaluate the performance by cycling the battery for a given number of times. The authors compare the proposed method (TPE + ASHA) with two baseline methods, as shown in Figure 2E. In this example, the authors demonstrate a real application by leveraging the algorithm to fit the parameters of the degradation . . .

     

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