Data science in the automotive sector
From autonomous driving and initiatives for more sustainability to quality management: the areas of application of artificial intelligence and machine learning in the automotive industry are almost unlimited.
For over 10 years we have been supporting companies in the automotive industry in the development, implementation and deployment of data science.
A selection of questions we have answered in our projects in the automotive industry:
How can the maintenance of a fleet of trucks be optimized?
Implementation of a predictive maintenance approach to predict a failure in the air pressure system.
When does a particulate filter clog?
Analysis of teleservice data and workshop information to identify problematic fault patterns.
When is the best time to change a brake disc?
Investigation of motion and master data on vehicle characteristics and driving behaviour.
How can recall actions be carried out in a more targeted manner?
Identification of further vehicles affected by a fault on the basis of the available data of defective vehicles.
How can the production quality be continuously improved?
Use of deep learning to detect defective weldseams based on image data.
How can out-of-stock situations in spare parts warehouses be avoided?
Forecasting future sales by means of time series analyses based on historical sales volumes.
YUNA – Data Science Platform
YUNA is the central platform for the development and control of digital, AI-supported projects. It combines BI functions with the possibility to use various models and scripts.
Data Science Infrastructure:
On Premise, Cloud or Hybrid
Design, implementation and support! We are the provider of resilient and reliable data-driven services. We also make your infrastructure ready for the digital challenges of the future!
From the idea to productive service!
Which use cases are particularly purposefulfor you? How can knowledge creation succeed in your company? From the solution idea to the productive use of AI systems in your company: We create perceptible added value for you from data.
Predictive maintenance – TRUMPF Lasertechnik
Discover how we helped TRUMPF Lasertechnik to realize a Predictive-Maintenance-System which is able to forecast machine failures before they occure!