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1. 1. Early-Stage Prediction of Lithium-Ion Battery Cycle Life Using Gaussian Process Regression

   University essay from KTH/Matematisk statistik

   Author : Love Wikland; [2020]
   Keywords : Statistical learning; prediction; regression; Gaussian processes; lithium-ion battery; battery health; battery lifetime; Statistisk inlärning; prediction; regression; Gaussiska processer; litiumjonbatteri; batterihälsa; batterilivstid;

   Abstract : Data-driven prediction of battery health has gained increased attention over the past couple of years, in both academia and industry. Accurate early-stage predictions of battery performance would create new opportunities regarding production and use. READ MORE