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Integrating particle swarm optimization with convolutional and long short-term memory neural networks for real vehicle data-based lithium-ion battery health estimation

Weiwei Huo, Yonghao Chang, T. Luo, Bing Lu, Chendong Guo, Yuecheng Li

2025Journal of Energy Storage26 citationsDOI

Topics & Concepts

Particle swarm optimizationTerm (time)Battery (electricity)Computer scienceConvolutional neural networkEstimationLithium-ion batteryLithium (medication)Artificial neural networkLong short term memoryBattery capacityArtificial intelligenceReal-time computingMachine learningEngineeringRecurrent neural networkMedicinePower (physics)PhysicsQuantum mechanicsSystems engineeringEndocrinologyAdvanced Battery Technologies ResearchElectric and Hybrid Vehicle TechnologiesElectric Vehicles and Infrastructure
Integrating particle swarm optimization with convolutional and long short-term memory neural networks for real vehicle data-based lithium-ion battery health estimation | Litcius