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Accepted Paper at International Conference on Industry 4.0 and Smart Manufacturing

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Over the past few years, the growing and intensive development of information technology in the manufacturing industry has led to a significant change in the methods and tools supporting the factories of the future. The hot topics around Industry 4.0 and smart manufacturing aim at the digital and organizational transformation of traditional factories and industrial systems as well as several other sectors. The International Conference on Industry 4.0 and Smart Manufacturing (ISM 2020) provides the perfect setting and a unique opportunity for knowledge exchange, the review and discussion of theoretical advances, research results, and industrial experiences, among scientists, researchers, decision makers, practitioners and students.

Paper: CONTEXT: An Industry 4.0 Dataset of Contextual Faults in a Smart Factory

Abstract:
Cyber-physical systems in smart factories get more and more integrated and interconnected. Industry 4.0 accelerates this trend even further. Through the broad interconnectivity a new class of faults arise, the contextual faults, where contextual knowledge is needed to find the underlying reason. Fully-automated systems and the production line in a smart factory form a complex environment making the fault diagnosis non-trivial. Along with the dataset, we give a first definition of contextual faults in the smart factory and name initial use cases. Additionally, the dataset encompasses all the data recorded in a current state-of-the-art smart factory. We also add additional information measured by our developed sensing units to enrich the smart factory data even further. In the end, we show a first approach to detect the contextual faults in a manual preliminary analysis of the recorded log data.

h_da is Partner of European University of Technology

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The Darmstadt University of Applied Sciences (h_da) is part of the “European University of Technology” under the permission of the European Commission. The eight universities involved convinced the EU Commission with their vision of a networked European University. Together, the university partners want to improve their quality and competitiveness and promote European values ​​and identity. Numerous university members could benefit from the growing together of universities – students, for example, from better mutual recognition of academic achievements. EU Commissioner Thierry Breton is one of the supporters of the project. The h_da is one of only two selected universities for applied sciences in Germany.

The consortium led by the Technical University of Troyes brings together 100,000 students and 12,000 employees. The alliance with the name “European University of Technology”, or “EUt +” for short, will initially receive funding of five million euros – with good prospects for additional EU funds. In a pilot project, the partners first want to work out the focal points of the cooperation. This could include facilitating the exchange of scientists over longer periods of time – as well as closer coordination of teaching content so that students can seamlessly take modules at a partner university. At the end of this development, there could even be joint European degrees. The background to the merger is the shared realization that global challenges such as climate change, resource overuse and growing inequality, as well as the social consequences of digitization, can only be solved together.

The European University of Technology consists of eight alliance members:

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