Imitating the Way Experienced Workers Think
A team led by Dr. Heiner Ackermann and Dr. Elisabeth Finhold supports companies in their transition to digital production planning. In every production there are numerous tasks that need to be well coordinated. The experts analyze these processes and address the following questions, for example:
- How are the processes coordinated?
- On which machine does what happen?
- Which technical and organizational constraints must be observed?
This is followed by modeling: The researchers develop algorithms that are tailored to the complex rules of the company. The goal is to individually optimize the planning processes. With customized algorithms, they initially emulate to a certain extent how experienced production planners proceed. These usually have extensive planning know-how and proven best practices. The knowledge and experience of the employees are thus systematically recorded, digitized and made accessible to less experienced colleagues. As a result, routine tasks can be automated to a large extent, thus relieving the workload on specialists who are in demand. In the next step, the researchers will supplement and improve the procedure with rigorous mathematical optimization methods.