Litcius/Paper detail

A parallel GRU with dual-stage attention mechanism model integrating uncertainty quantification for probabilistic RUL prediction of wind turbine bearings

Lixiao Cao, Hongyu Zhang, Zong Meng, Xue-ping Wang

2023Reliability Engineering & System Safety125 citationsDOI

Topics & Concepts

Probabilistic logicComputer scienceTurbineKernel density estimationTrajectoryResidualData miningParametric statisticsEngineeringArtificial intelligenceReliability engineeringAlgorithmStatisticsMathematicsEstimatorPhysicsMechanical engineeringAstronomyMachine Fault Diagnosis TechniquesReliability and Maintenance OptimizationMechanical Failure Analysis and Simulation
A parallel GRU with dual-stage attention mechanism model integrating uncertainty quantification for probabilistic RUL prediction of wind turbine bearings | Litcius