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Performance degradation prediction method of PEM fuel cells using bidirectional long short-term memory neural network based on Bayesian optimization

Dongfang Chen, Wenlong Wu, Kuanyu Chang, Yuehua Li, Pucheng Pei, Xiaoming Xu

2023Energy60 citationsDOI

Topics & Concepts

Artificial neural networkHyperparameterProton exchange membrane fuel cellBayesian optimizationComputer scienceMean squared errorBayesian probabilityDegradation (telecommunications)Prediction intervalAlgorithmEngineeringArtificial intelligenceMachine learningFuel cellsStatisticsMathematicsTelecommunicationsChemical engineeringFuel Cells and Related MaterialsMachine Learning and ELMFault Detection and Control Systems
Performance degradation prediction method of PEM fuel cells using bidirectional long short-term memory neural network based on Bayesian optimization | Litcius