Principle component analysis-based optimized feature extraction merged with nonlinear regression model for improved state-of-health prediction
Pyeong‐Yeon Lee, Sanguk Kwon, Deokhun Kang, Inho Cho, Jonghoon Kim
Topics & Concepts
Principal component analysisBattery (electricity)State of healthComputer scienceFeature extractionRegression analysisBattery packNonlinear systemPower (physics)Artificial intelligencePattern recognition (psychology)EngineeringMachine learningQuantum mechanicsPhysicsAdvanced Battery Technologies ResearchAdvancements in Battery MaterialsReliability and Maintenance Optimization