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An Operational Model and a Computer Support Environment for Batch Plants Based on Adaptive Scheduling

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Knowledge-Based Intelligent Information and Engineering Systems (KES 2008)

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 5179))

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Abstract

Scheduling is one of the most important feature in production management. Production systems are operated on schedules in order to minimize costs of production and complete production of given demands by their due dates. However, production cannot be often carried out as scheduled because of troubles or accidents such as malfunction of reactors, tardiness of chemical reactions, and so on. Even in such situations, production activities have to be continued with modifying original schedules. As matters stand, such modifications of schedules are carried out depending on human experiences. In this work, an operational model of a production system was considered which is used to continue production under production environments with several uncertainties. First, a computer aided environment of which simulators and schedulers form the core is developed based on the Object-Oriented approach. Next, a series of experiments was carried out using this environment in order to evaluate performances of various parameters used in proposed methods.

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References

  1. Tomita, S., Yamaba, H., O’shima, E.: On an Intelligent Scheduling System for a Parallel Distributed Process of Multi-Product – An attempt of developing an ‘Adaptive scheduling’ system. In: Proceeding of 4th International Symposium on Process Systems Engineering (PSE 1991), vol. II, pp. 19.1–19.15 (1991)

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  2. Tomita, S., Yamaba, H., O’shima, E.: Development of an intelligent Scheduling System for Managing Multipurpose Chemical Batch Plant – An attempt to exploit heuristic rules for developing an ‘Adaptive’ scheduling system. Kagaku Kogaku Ronbunshu 17, 740–749 (1991) (in Japanese)

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Ignac Lovrek Robert J. Howlett Lakhmi C. Jain

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© 2008 Springer-Verlag Berlin Heidelberg

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Yamaba, H., Hirosaki, M., Tomita, S. (2008). An Operational Model and a Computer Support Environment for Batch Plants Based on Adaptive Scheduling. In: Lovrek, I., Howlett, R.J., Jain, L.C. (eds) Knowledge-Based Intelligent Information and Engineering Systems. KES 2008. Lecture Notes in Computer Science(), vol 5179. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-85567-5_5

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  • DOI: https://doi.org/10.1007/978-3-540-85567-5_5

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-85566-8

  • Online ISBN: 978-3-540-85567-5

  • eBook Packages: Computer ScienceComputer Science (R0)

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