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Modeling and Control of Manufacturing Systems

In: Decision Policies for Production Networks

Author

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  • Erjen Lefeber

    (Eindhoven University of Technology)

Abstract

In this chapter we provide a framework within which concepts from the field of systems and control can be used for controlling manufacturing systems. After introducing some basic notions from manufacturing analysis, we start with the concept of effective process times (EPTs) which can be used for modeling a manufacturing system as a large queuing network. Next, we restrict ourselves to mass production, which enables us to model manufacturing systems by means of a linear system subject to nonlinear constraints (clearing functions). These models serve as a starting point for designing controllers for these manufacturing systems using Model-based Predictive Control (MPC). Finally, the resulting controllers can be implemented on the queuing network model, and ultimately at the real manufacturing system.

Suggested Citation

  • Erjen Lefeber, 2012. "Modeling and Control of Manufacturing Systems," Springer Books, in: Dieter Armbruster & Karl G. Kempf (ed.), Decision Policies for Production Networks, edition 127, pages 9-30, Springer.
  • Handle: RePEc:spr:sprchp:978-0-85729-644-3_2
    DOI: 10.1007/978-0-85729-644-3_2
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    Citations

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    Cited by:

    1. Пигнастый, Олег, 2015. "Обзор Моделей Управляемых Производственных Процессов Поточных Линий Производственных Систем [Overview of models of controlled production processes of production line production lines]," MPRA Paper 93413, University Library of Munich, Germany, revised 04 Mar 2015.
    2. Пигнастый, Олег, 2014. "Основы Статистической Теории Построения Континуальных Моделей Производственных Линий [Fundamentals Of The Statistical Theory Of The Construction Of Continuum Models Of Production Lines]," MPRA Paper 95240, University Library of Munich, Germany, revised 20 Aug 2014.
    3. Pihnastyi, Oleh, 2017. "Analytical methods for designing technological trajectories of the object of labour in a phase space of states," MPRA Paper 91737, University Library of Munich, Germany, revised 2017.
    4. Пигнастый, Олег, 2016. "Проектирование Технологических Траекторий Производства Изделий В Фазовом Пространстве Состояний [Designing technological trajectories of production in the phase space of states]," MPRA Paper 112765, University Library of Munich, Germany, revised 10 Feb 2016.
    5. Sagawa, Juliana Keiko & Mušič, Gašper, 2019. "Towards the use of bond graphs for manufacturing control: Design of controllers," International Journal of Production Economics, Elsevier, vol. 214(C), pages 53-72.

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