A novel method of prediction for capacity and remaining useful life of lithium-ion battery based on multi-time scale Weibull accelerated failure time regression
Yu Lu, Sida Zhou, Xinan Zhou, Shichun Yang, Mingyan Liu, Xinhua Liu, Heping Ling, Yubo Lian
Topics & Concepts
Weibull distributionReliability engineeringRobustness (evolution)Battery (electricity)Scale (ratio)Computer scienceArtificial neural networkMean squared prediction errorTime seriesEngineeringMachine learningStatisticsMathematicsPower (physics)PhysicsQuantum mechanicsChemistryGeneBiochemistryAdvanced Battery Technologies ResearchAdvancements in Battery MaterialsReliability and Maintenance Optimization