A study on real-time scheduling of Holonic Manufacturing Systems 3rd report, modeling of decision criteria of utility values for estimation of future status of HMS

Koji Iwamura; Norihiro Okubo; Yoshitaka Tanimizu; Nobuhiro Sugimura

doi:10.1299/kikaic.72.261

A study on real-time scheduling of Holonic Manufacturing Systems 3rd report, modeling of decision criteria of utility values for estimation of future status of HMS

Koji Iwamura^*, Norihiro Okubo, Yoshitaka Tanimizu, Nobuhiro Sugimura

^*Corresponding author for this work

Research output: Contribution to journal › Article › peer-review

1 Citation (Scopus)

Abstract

This paper deals with a real-time scheduling system of HMS (Holonic Manufacturing System). Simulation based procedures have been proposed and implemented to estimate the future status of HMS and to determine the utility values, in the previous paper. The objective of this research is to improve the estimation procedure of the future status of HMS. A neural network model is proposed to represent the decision criteria of the utility values of the job holons and the resource holons. The neural network model proposed here is used by the job holons and the resource holons, in order that a holon estimates the future status of the HMS for selecting its suitable utility values in the real-time scheduling process. Some case studies are carried out for verifying the effectiveness of the proposed model.

Original language	English
Pages (from-to)	261-266
Number of pages	6
Journal	Nihon Kikai Gakkai Ronbunshu, C Hen/Transactions of the Japan Society of Mechanical Engineers, Part C
Volume	72
Issue number	1
DOIs	https://doi.org/10.1299/kikaic.72.261
Publication status	Published - 2006 Jan
Externally published	Yes

Keywords

Estimation of Future Status
Holonic Manufacturing System
Modeling of Decision Criteria
Neural Network
Real-time Scheduling

ASJC Scopus subject areas

Mechanics of Materials
Mechanical Engineering
Industrial and Manufacturing Engineering

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10.1299/kikaic.72.261

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Iwamura, K., Okubo, N., Tanimizu, Y., & Sugimura, N. (2006). A study on real-time scheduling of Holonic Manufacturing Systems 3rd report, modeling of decision criteria of utility values for estimation of future status of HMS. Nihon Kikai Gakkai Ronbunshu, C Hen/Transactions of the Japan Society of Mechanical Engineers, Part C, 72(1), 261-266. https://doi.org/10.1299/kikaic.72.261

A study on real-time scheduling of Holonic Manufacturing Systems 3rd report, modeling of decision criteria of utility values for estimation of future status of HMS. / Iwamura, Koji; Okubo, Norihiro; Tanimizu, Yoshitaka et al.
In: Nihon Kikai Gakkai Ronbunshu, C Hen/Transactions of the Japan Society of Mechanical Engineers, Part C, Vol. 72, No. 1, 01.2006, p. 261-266.

Research output: Contribution to journal › Article › peer-review

Iwamura, K, Okubo, N, Tanimizu, Y & Sugimura, N 2006, 'A study on real-time scheduling of Holonic Manufacturing Systems 3rd report, modeling of decision criteria of utility values for estimation of future status of HMS', Nihon Kikai Gakkai Ronbunshu, C Hen/Transactions of the Japan Society of Mechanical Engineers, Part C, vol. 72, no. 1, pp. 261-266. https://doi.org/10.1299/kikaic.72.261

Iwamura, Koji ; Okubo, Norihiro ; Tanimizu, Yoshitaka et al. / A study on real-time scheduling of Holonic Manufacturing Systems 3rd report, modeling of decision criteria of utility values for estimation of future status of HMS. In: Nihon Kikai Gakkai Ronbunshu, C Hen/Transactions of the Japan Society of Mechanical Engineers, Part C. 2006 ; Vol. 72, No. 1. pp. 261-266.

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A study on real-time scheduling of Holonic Manufacturing Systems 3rd report, modeling of decision criteria of utility values for estimation of future status of HMS

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Keywords

ASJC Scopus subject areas

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