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Digital Library of the
European Council for Modelling and Simulation |
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Title: |
Enhancing Energy Management Of A Car Manufacturing Plant Through Modelling And Dynamic Simulation |
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Authors: |
Jouni Savolainen, Jari Lappalainen, Antti Aikala, Pekka Ruuska |
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Published in:
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(2015).ECMS 2015 Proceedings edited
by: Valeri M. Mladenov, Grisha Spasov, Petia Georgieva, Galidiya Petrova, European
Council for Modeling and Simulation. doi:10.7148/2015 ISBN:
978-0-9932440-0-1 29th
European Conference on Modelling and Simulation, Albena (Varna), Bulgaria,
May 26th – 29th,
2015 |
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Citation
format: |
Jouni Savolainen, Jari Lappalainen, Antti Aikala, Pekka Ruuska (2015).
Enhancing Energy Management Of A Car
Manufacturing Plant Through Modelling And Dynamic
Simulation, ECMS 2015 Proceedings edited by: Valeri
M. Mladenov, Petia Georgieva, Grisha Spasov, Galidiya Petrova
European Council for Modeling and Simulation. doi:10.7148/2015-0259 |
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DOI: |
http://dx.doi.org/10.7148/2015-0259 |
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Abstract: |
Car manufacturing is a significant
energy consumer and it is a common practice to co-produce electricity and
heat on-site. Despite of the research and development already conducted in
the area, many opportunities for reducing energy use exist. By developing an
intelligent Energy Management System which utilizes
precise monitoring of the energy production and consumption as well as predictive
optimization, remarkable savings can be achieved. Fast and appropriately
accurate prediction models are needed for the optimization of the energy
production and consumption. This paper presents a method for developing such
prediction models through the following two steps: i)
detailed dynamic first principle models are developed, ii) the detailed
models are used to identify and parametrise on-line
prediction models. The methodology and its application to a car factory are
presented. |
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