Data-driven reliability assessment method of Integrated Energy Systems based on probabilistic deep learning and Gaussian mixture Model-Hidden Markov Model
Lixun Chi, Huai Su, Enrico Zio, Meysam Qadrdan, Xueyi Li, Li Zhang, Lin Fan, Jing Zhou, Zhaoming Yang, Jinjun Zhang
Topics & Concepts
Reliability (semiconductor)Computer scienceStatisticReliability engineeringGaussianPipeline (software)Probabilistic logicMarkov modelHidden Markov modelData miningMarkov chainMachine learningArtificial intelligenceEngineeringStatisticsMathematicsPower (physics)Quantum mechanicsProgramming languagePhysicsIntegrated Energy Systems OptimizationEnergy and Environment ImpactsPower System Reliability and Maintenance