Simulation Modeling for Energy-Flexible Manufacturing: Pitfalls and How to Avoid Them

Publikation: Beitrag in FachzeitschriftForschungsartikelBeigetragenBegutachtung

Beitragende

  • Jana Köberlein - , Fraunhofer-Institut für Gießerei-, Composite- und Verarbeitungstechnik (Autor:in)
  • Lukas Bank - , Fraunhofer-Institut für Gießerei-, Composite- und Verarbeitungstechnik (Autor:in)
  • Stefan Roth - , Fraunhofer-Institut für Gießerei-, Composite- und Verarbeitungstechnik (Autor:in)
  • Ekrem Köse - , Fraunhofer-Institut für Produktionstechnik und Automatisierung, Universität Stuttgart (Autor:in)
  • Timm Kuhlmann - , Fraunhofer-Institut für Produktionstechnik und Automatisierung, Universität Stuttgart (Autor:in)
  • Bastian Prell - , Fraunhofer-Institut für Werkzeugmaschinen und Umformtechnik (Autor:in)
  • Maximilian Stange - , Fraunhofer-Institut für Werkzeugmaschinen und Umformtechnik (Autor:in)
  • Marc Münnich - , Fraunhofer-Institut für Werkzeugmaschinen und Umformtechnik (Autor:in)
  • Dominik Flum - , Technische Universität Darmstadt (Autor:in)
  • Daniel Moog - , Technische Universität Darmstadt (Autor:in)
  • Steffen Ihlenfeldt - , Professur für Werkzeugmaschinenentwicklung und adaptive Steuerungen, Fraunhofer-Institut für Werkzeugmaschinen und Umformtechnik (Autor:in)
  • Alexander Sauer - , Fraunhofer-Institut für Produktionstechnik und Automatisierung, Universität Stuttgart (Autor:in)
  • Matthias Weigold - , Technische Universität Darmstadt (Autor:in)
  • Johannes Schilp - , Fraunhofer-Institut für Gießerei-, Composite- und Verarbeitungstechnik (Autor:in)

Abstract

Due to the high share of industry in total electricity consumption, industrial demand-side management can make a relevant contribution to the stability of power systems. At the same time, companies get the opportunity to reduce their electricity procurement costs by taking advantage of increasingly fluctuating prices on short-term electricity markets, the provision of system services on balancing power markets, or by increasing the share of their own consumption from on-site generated renewable energy. Demand-side management requires the ability to react flexibly to the power supply situation without negatively affecting production targets. It also means that the management and operation of production must consider not only production-related parameters but also parameters of energy availability, which further increase the complexity of decision-making. Although simulation studies are a recognized tool for supporting decision-making processes in production and logistics, the simultaneous simulation of material and energy flows has so far been limited mainly to issues of energy efficiency as opposed to energy flexibility, where application-oriented experience is still limited. We assume that the consideration of energy flexibility in the simulation of manufacturing systems will amplify already known pitfalls in conducting simulation studies. Based on five represen-tative industrial use cases, this article provides practitioners with application-oriented experiences of the coupling of energy and material flows in simulation modeling of energy-flexible manufac-turing, identifies challenges in the simulation of energy-flexible production systems, and proposes approaches to face these challenges. Seven pitfalls that pose a particular challenge in simulating energy-flexible manufacturing have been identified, and possible solutions and measures for avoiding them are shown. It has been found that, among other things, consistent management of all parties involved, early clarification of energy-related, logistical, and resulting technical requirements for models and software, as well as the application of suitable methods for validation and verification are central to avoiding these pitfalls. The identification and characterization of challenges and the derivation of recommendations for coping with them can raise awareness of typical pitfalls. This paper thus helps to ensure that simulation studies of energy-flexible production systems can be carried out more efficiently in the future.

Details

OriginalspracheEnglisch
Aufsatznummer3593
FachzeitschriftEnergies
Jahrgang15
Ausgabenummer10
PublikationsstatusVeröffentlicht - 1 Mai 2022
Peer-Review-StatusJa

Schlagworte

Ziele für nachhaltige Entwicklung

Schlagwörter

  • energy-flexible manufacturing systems, industrial demand-side management, simulation of material and energy flows, simulation pitfalls