BDSN-FDC

Repository for the Bayesian Decision Support Network for Fault Diagnosis and Correction (BDSN-FDC).

Heuristic parameter identification approach using FMECA data

📁 The file ´bayesian_networks/bayesian_network_based_on_fmeca_data.xdsl´ includes the definition of the Bayesian network within the BayesFusion Software.

📁 The file ´data/fmeca_data.csv´ contains the FMECA data used for the heuristic parameter identification approach.

📁 The directory ´src/heuristic_parameter_identification´

Penalized Expectation Maximization Algorithm with Fixed Parameters (PEMFP)

Application BDSN-FDC