DeepTest: Testing embedded systems by Deep Learning
Project goal
In the BMBF-funded research project DeepTest, a new test procedure for embedded systems will be designed, implemented and evaluated, which uses machine learning.
The use of machine learning will be investigated for the following subtasks:
- Generation of test inputs
- Identification of patterns in systems behavior to determine the expected behavior of the test object and to evaluate test runs
- Creation of simulation components for X-in-the-loop test environments (X for model, software or hardware) to simulate missing real system or environment components
Partners
- ITPower Solutions
- KOSTAL Industrie Elektrik