Abstract
AbstractIn manufacturing systems, a state of high resilience is always desirable. However, internal and external complexity has great influence on these systems. An approach is to increase manufacturing robustness and responsiveness—and thus resilience—by manufacturing control. In order to execute an effective control method, it is necessary to provide sufficient information of high value in terms of data format, quality and time of availability. Nowadays, raw data is available in large quantities. An obstacle to manufacturing control is the short-term handling of events induced by customers and suppliers. These events cause different kinds of turbulence in manufacturing systems. If such turbulences could be evaluated in advance, based on data processing, they could serve as aggregated input data for a control system. This paper presents an approach how to combine turbulence evaluation and the derivation of measures into a learning system for turbulence mitigation. Integrated in manufacturing control, turbulence mitigation increases manufacturing resilience and strengthens the supply network’s resilience.
Funder
Fraunhofer Institute for Manufacturing Engineering and Automation (IPA Fraunhofer)
Publisher
Springer Science and Business Media LLC
Subject
Industrial and Manufacturing Engineering,Mechanical Engineering
Reference53 articles.
1. Bauernhansl T (2017) Die Vierte Industrielle Revolution: Der Weg in ein wertschaffendes Produktionsparadigma. In: Vogel-Heuser B, Bauernhansl T, ten Hompel M (eds) Handbuch Industrie 4.0. Springer, Berlin, pp 1–31. https://doi.org/10.1007/978-3-662-53254-6_1
2. Bauernhansl T, Hörcher G, Bressner M, Röhm M (2018) MANUFUTURE-DE: identification of priority research topics for the sustainable development of european research programmes for the manufacturing industry until 2030. Fraunhofer IPA, Stuttgart
3. Lödding H (2013) Handbook of manufacturing control: Fundamentals, description, configuration. Springer, Heidelberg. https://doi.org/10.1007/978-3-642-24458-2
4. Mack O, Khare A (2016) Perspectives on a VUCA world. In: Mack O, Khare A, Krämer A, Burgartz T (eds) Managing in a VUCA world. Springer, Cham, pp 3–19
5. Ivanov D, Dolgui A (2020) Viability of intertwined supply networks: extending the supply chain resilience angles towards survivability. A position paper motivated by COVID-19 outbreak. Int J Prod Res 58(10):2904. https://doi.org/10.1080/00207543.2020.1750727
Cited by
11 articles.
订阅此论文施引文献
订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献