Optimization of Production Lines in Petrochemistry

2021-2022 tavasz

Nincs megadva

Téma leírása

The topic is available also in Hungarian

The digital twin concept is widely applied in petrochemistry. A digital twin basically models the behaviour of production plants at the physical and chemical level. From our perspective, the presence of a digital twin makes it possible to enhance real world production by involving in silico optimization. We work on a global optimization framework that connects to external chemical modelling software via a software interface (COM). It means that we utilise an external software that models the underlying chemical process.

The student can work on the following topics.

  • Advanced local search algorithms
  • Global optimization techniques
  • Deep reinforcement learning techniques

Maximális létszám: 2 fő