Improved particle swarm optimization–long short-term memory model with temperature compensation ability for the accurate state of charge estimation of lithium-ion batteries
Etse Dablu Bobobee, Shunli Wang, Paul Takyi‐Aninakwa, Chuanyun Zou, Emmanuel Appiah, Nan Hai
Topics & Concepts
Particle swarm optimizationState of chargeMean squared errorComputer scienceHyperparameterRobustness (evolution)Convergence (economics)AlgorithmControl theory (sociology)Artificial intelligenceBattery (electricity)MathematicsStatisticsChemistryGeneEconomicsBiochemistryControl (management)Quantum mechanicsEconomic growthPhysicsPower (physics)Advanced Battery Technologies ResearchAdvancements in Battery MaterialsMicrogrid Control and Optimization