Klostermeier, Mario ; Kunz, Leonhard ; Motsch, William ; Ioshchikhes, Borys ; Plociennik, Christiane ; Ruskowski, Martin (2024)
Energy Load Profile Analysis and Application for Production Simulation and Scheduling using Energy Load Disaggregation.
5. Workshop "KI in der Umweltinformatik" (KIU-2024). Wiesbaden (24.09.2024-26.09.2024)
doi: 10.18420/inf2024_97
Konferenzveröffentlichung, Bibliographie
Kurzbeschreibung (Abstract)
Rising energy prices and an increasing share of volatile energy supply from renewable energy are leading to greater interest in detailed modeling of energy consumption in manufacturing. Nevertheless, energy measurements and energy load profiling at the machine level as well as the application of energy-related data for production scheduling is challenging. To provide detailed information for applications like scheduling models, degrees of freedom to adapt to energy consumption must be considered even at the component level. Since metering hardware and energy load profiles are often not available for machine components, the methodical application of energy load disaggregation can contribute to these topics. The paper introduces a concept for incorporating event-based load disaggregation to create energy load profiles for production machines. It also explores and discusses potential applications for simulation and scheduling in manufacturing environments.
| Typ des Eintrags: | Konferenzveröffentlichung |
|---|---|
| Erschienen: | 2024 |
| Autor(en): | Klostermeier, Mario ; Kunz, Leonhard ; Motsch, William ; Ioshchikhes, Borys ; Plociennik, Christiane ; Ruskowski, Martin |
| Art des Eintrags: | Bibliographie |
| Titel: | Energy Load Profile Analysis and Application for Production Simulation and Scheduling using Energy Load Disaggregation |
| Sprache: | Englisch |
| Publikationsjahr: | 2024 |
| Ort: | Bonn |
| Verlag: | Gesellschaft für Informatik e.V. |
| Buchtitel: | INFORMATIK 2024 |
| Veranstaltungstitel: | 5. Workshop "KI in der Umweltinformatik" (KIU-2024) |
| Veranstaltungsort: | Wiesbaden |
| Veranstaltungsdatum: | 24.09.2024-26.09.2024 |
| DOI: | 10.18420/inf2024_97 |
| Kurzbeschreibung (Abstract): | Rising energy prices and an increasing share of volatile energy supply from renewable energy are leading to greater interest in detailed modeling of energy consumption in manufacturing. Nevertheless, energy measurements and energy load profiling at the machine level as well as the application of energy-related data for production scheduling is challenging. To provide detailed information for applications like scheduling models, degrees of freedom to adapt to energy consumption must be considered even at the component level. Since metering hardware and energy load profiles are often not available for machine components, the methodical application of energy load disaggregation can contribute to these topics. The paper introduces a concept for incorporating event-based load disaggregation to create energy load profiles for production machines. It also explores and discusses potential applications for simulation and scheduling in manufacturing environments. |
| Fachbereich(e)/-gebiet(e): | 16 Fachbereich Maschinenbau 16 Fachbereich Maschinenbau > Institut für Produktionsmanagement und Werkzeugmaschinen (PTW) 16 Fachbereich Maschinenbau > Institut für Produktionsmanagement und Werkzeugmaschinen (PTW) > ETA Energietechnologien und Anwendungen in der Produktion |
| Hinterlegungsdatum: | 02 Dez 2024 14:43 |
| Letzte Änderung: | 02 Dez 2024 14:43 |
| PPN: | 524338248 |
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