Fault detection and diagnosis of energy system based on deep learning image recognition model under the condition of imbalanced samples
Yingjun Ruan, Minghua Zheng, Fanyue Qian, Hua Meng, Jiawei Yao, Tingting Xu, Di Pei
Topics & Concepts
AutoencoderPattern recognition (psychology)Energy (signal processing)Reliability (semiconductor)Artificial intelligenceConvolutional neural networkComputer scienceFault (geology)Artificial neural networkImage (mathematics)Sample (material)Fault detection and isolationDeep learningData miningStatisticsMathematicsQuantum mechanicsChromatographyPower (physics)PhysicsActuatorChemistryGeologySeismologyElectricity Theft Detection TechniquesEnergy Load and Power ForecastingPower Transformer Diagnostics and Insulation