Combination of Virtual Validation and Failure Detection and Diagnosis

Virtual validation uses a fully virtual setup, i.e., virtual components and a virtual environment, to check specific properties of the system under test through simulation. A virtual simulation environment and dedicated test cases are constructed and used to run and evaluate validation scenarios.

workflow of data analytics/ML tool mainly focuses on predicting and detecting the occurrence of failures in advance in an assembly process.