AI Incubator Laboratories in the Process Industry (KEEN)
As part of the KEEN research platform (AI Incubator Laboratories in the Process Industry, BWMi), the P2O-Lab is investigating the possibilities and limits of AI-supported evaluation of image and video data for condition detection in the process industry as well as other data-driven and hybrid approaches for process modeling and optimization such as transfer learning. In addition to evaluating available algorithms, the aim of the ongoing work is to derive a reference architecture for the cost-efficient equipping of modular smart equipment. Another goal is the development and use of an open data platform and automated data pipelines for process data, which will make open data from the P2O Lab available to other research institutions.