State of health prediction of lithium-ion batteries for driving conditions based on full parameter domain sparrow search algorithm and dual-module bidirectional gated recurrent unit
Jie Wen, Chenyu Jia, Guangshu Xia
Topics & Concepts
Robustness (evolution)HyperparameterComputer scienceBattery (electricity)AlgorithmTime domainState of chargeBattery capacitySigmoid functionArtificial intelligenceGeneralizationCorrelationState of healthDomain (mathematical analysis)Pattern recognition (psychology)Sequence (biology)Frequency domainState (computer science)Data modelingMean squared prediction errorEngineeringSearch algorithmAutomotive industryAdvanced Battery Technologies ResearchAdvancements in Battery MaterialsFault Detection and Control Systems