A Bayesian Expectation-Maximization (BEM) methodology for joint input-state estimation and virtual sensing of structures
Daniz Teymouri, Omid Sedehi, Lambros S. Katafygiotis, Costas Papadimitriou
Topics & Concepts
EstimatorKalman filterState vectorAlgorithmProbabilistic logicComputer scienceCovarianceNoise (video)Covariance matrixMathematical optimizationBayesian probabilityUncertainty quantificationExpectation–maximization algorithmMathematicsMachine learningArtificial intelligenceClassical mechanicsMaximum likelihoodPhysicsStatisticsImage (mathematics)Structural Health Monitoring TechniquesProbabilistic and Robust Engineering DesignFault Detection and Control Systems