Litcius/Paper detail

State-of-charge estimation for vanadium redox flow battery using a multi-head attention-based LSTM network

Zhang Tianyi, Yue Wang, Runtian Li

2025Journal of Energy Storage5 citationsDOI

Topics & Concepts

Flow batteryComputer scienceState of chargeMean squared errorVanadiumVolumetric flow rateBattery (electricity)Flow (mathematics)Reduction (mathematics)InferenceVoltageAlgorithmGeneralizationBayes estimatorBayesian inferenceBiological systemControl theory (sociology)Bayesian probabilityCurrent (fluid)Degradation (telecommunications)Network modelEstimation theoryTransient (computer programming)Approximation errorAdvanced battery technologies researchAdvanced Battery Technologies ResearchAdvancements in Battery Materials