PSINDy: Probabilistic sparse identification of nonlinear dynamics for temporal process modeling and fault detection
Wei Fan, Yinfeng Jin, Cong Yu, Yongzan Zhou
Topics & Concepts
Mahalanobis distanceProbabilistic logicComputer scienceFault detection and isolationProcess (computing)Nonlinear systemExpectation–maximization algorithmGaussian processIdentification (biology)AlgorithmArtificial intelligenceMachine learningData miningGaussianMathematicsStatisticsMaximum likelihoodOperating systemActuatorBiologyPhysicsQuantum mechanicsBotanyFault Detection and Control SystemsMineral Processing and GrindingAdvanced Statistical Process Monitoring