Intelligent fault detection in battery systems: a machine learning approach with transformer-enhanced multi-modal Sensing
Abin Antony, K. Meenakshi Sundaram, Chandrasekharan Raman, G. Ramana Murthy
Topics & Concepts
Anomaly detectionFault detection and isolationArtificial intelligenceComputer scienceFuzzy logicSensor fusionMachine learningEngineeringTransformerData miningReal-time computingReliability engineeringCondition monitoringBayesian networkDeep learningConvolutional neural networkClassifier (UML)Bayesian inferenceAutoencoderArtificial neural networkBayesian probabilityBattery (electricity)Fault (geology)Benchmark (surveying)Pattern recognition (psychology)Fault Detection and Control SystemsAdvanced Battery Technologies ResearchIoT-based Smart Home Systems