Topical focus

Artificial Intelligence (AI) solutions for the process industry: industry-relevant questions from the KEEN platform

Challenge 1 by ABB AG

AI-based automation of industrial data pre-processing

Successful machine learning in an industrial environment requires cleaned and labeled datasets. In daily practice, this is simply not the case, i.e. most collected datasets are "dirty" and need to be pre-processed manually by experts. We are challenging you to develop an intelligent pipeline to automate the task of industrial data preprocessing.
 
Depending on the maturity of the submitted results, there will be the possibility to publish the solutions in a scientific publication and/or to further collaborate with ABB on the topic.

Challenge 2 by TU Dortmund – Laboratory of Equipment Design

Condition detection in an extraction column with liquid-liquid flow via an AI image recognition method

Depending on the submitted results, there is the possibility to publish the solutions in a scientific publication and/or to test their application.