Sossenheimer, Johannes ; Weber, Thomas ; Flum, Dominik ; Panten, Niklas ; Abele, Eberhard ; Fuertjes, Tobias
eds.: Armendia, Mikel ; Ghassempouri, Mani ; Ozturk, Erdem ; Peysson, Flavien (2019)
Non-intrusive Load Monitoring on Component Level of a Machine Tool Using a Kalman Filter-Based Disaggregation Approach.
In: Twin-Control, A Digital Twin Approach to Improve Machine Tools Lifecycle
Book Section
Abstract
This open access book summarizes the results of the European research project Twin-model based virtual manufacturing for machine tool-process simulation and control (Twin-Control). The first part reviews the applications of ICTs in machine tools and manufacturing, from a scientific and industrial point of view, and introduces the Twin-Control approach, while Part 2 discusses the development of a digital twin of machine tools. The third part addresses the monitoring and data management infrastructure of machines and manufacturing processes and numerous applications of energy monitoring. Part 4 then highlights various features developed in the project by combining the developments covered in Parts 3 and 4 to control the manufacturing processes applying the so-called CPSs. Lastly, Part 5 presents a complete validation of Twin-Control features in two key industrial sectors: aerospace and automotive. The book offers a representative overview of the latest trends in the manufacturing industry, with a focus on machine tools.
| Item Type: | Book Section |
|---|---|
| Erschienen: | 2019 |
| Editors: | Armendia, Mikel ; Ghassempouri, Mani ; Ozturk, Erdem ; Peysson, Flavien |
| Creators: | Sossenheimer, Johannes ; Weber, Thomas ; Flum, Dominik ; Panten, Niklas ; Abele, Eberhard ; Fuertjes, Tobias |
| Type of entry: | Bibliographie |
| Title: | Non-intrusive Load Monitoring on Component Level of a Machine Tool Using a Kalman Filter-Based Disaggregation Approach |
| Language: | English |
| Date: | 2019 |
| Publisher: | Springer, Cham |
| Book Title: | Twin-Control, A Digital Twin Approach to Improve Machine Tools Lifecycle |
| URL / URN: | https://doi.org/10.1007/978-3-030-02203-7 |
| Abstract: | This open access book summarizes the results of the European research project Twin-model based virtual manufacturing for machine tool-process simulation and control (Twin-Control). The first part reviews the applications of ICTs in machine tools and manufacturing, from a scientific and industrial point of view, and introduces the Twin-Control approach, while Part 2 discusses the development of a digital twin of machine tools. The third part addresses the monitoring and data management infrastructure of machines and manufacturing processes and numerous applications of energy monitoring. Part 4 then highlights various features developed in the project by combining the developments covered in Parts 3 and 4 to control the manufacturing processes applying the so-called CPSs. Lastly, Part 5 presents a complete validation of Twin-Control features in two key industrial sectors: aerospace and automotive. The book offers a representative overview of the latest trends in the manufacturing industry, with a focus on machine tools. |
| Uncontrolled Keywords: | Open Access book, Machine Tool, Industry 4.0, Simulation, Monitoring, Machining |
| Divisions: | 16 Department of Mechanical Engineering 16 Department of Mechanical Engineering > Institute of Production Technology and Machine Tools (PTW) 16 Department of Mechanical Engineering > Institute of Production Technology and Machine Tools (PTW) > ETA Energy Technologies and Applications in Production |
| Date Deposited: | 26 Feb 2019 13:00 |
| Last Modified: | 27 Aug 2020 09:25 |
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