Dr. Marco Bonato, Head of Reliability and Data Analytics Expert, Valeo Thermal Systems
As a major tier1 supplier, Valeo is actively involved in the fast pace changes shaping modern automotive industries. The advent of electrification, autonomous and connected driving comes with new challenges for reliability of automotive parts. This concept of “novelty” embraces many aspects related to durability: mission profiling, failure modes detections and preventions, determination of failure root causes, physical models to accelerated design validation tests, analyses of warranty field data, development and comparison of validation specifications, testing and simulations etc.
This presentation illustrates the new methods and tools available within the reliability community that have been deployed in the recent years by Valeo. By focusing on thermal systems related components, we will emphasize the application of these so-called modern reliability tools during the whole process of product development: from concept to support phase. We will illustrate the application of the various reliability approaches grouped according to the three different branches of the discipline: experimental, predictive, and operational reliability.
Several case studies will illustrate the deployment of the new techniques:
· Monitoring of product failure during accelerated bench tests
· Analysis of Big Road Load Data (vehicle measurements)
· Reliability predictions from a small sample size
· Fatigue simulation
· Data Mining for faster reliability predictions
· Data Driven Model-based Systems Engineering for automatic FMEA