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


  • ITPower Solutions
  • KOSTAL Industrie Elektrik