Incremental fuzzy supervisory controller design for optimizing the injection molding process

In this paper a newly developed fuzzy supervisory control system for the injection molding process is presented. The system performs automatic tuning of the machine operating points and reduces the amount of human effort needed for a complete multi-objective optimization of the machine settings. The...

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Published inExpert systems with applications Vol. 20; no. 2; pp. 207 - 216
Main Authors Vagelatos, G.A., Rigatos, G.G., Tzafestas, S.G.
Format Journal Article
LanguageEnglish
Published Elsevier Ltd 01.02.2001
Subjects
Incremental fuzzy supervisory control
Injection molding process
Knowledge-based systems
Self-tuning systems
Injection molding process
Self-tuning systems
Knowledge-based systems
Incremental fuzzy supervisory control
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Abstract In this paper a newly developed fuzzy supervisory control system for the injection molding process is presented. The system performs automatic tuning of the machine operating points and reduces the amount of human effort needed for a complete multi-objective optimization of the machine settings. The optimal tuning is facilitated by a priority policy based on the significance of defects. The experimental results obtained from the application of the proposed fuzzy control architecture to a real industrial environment were very encouraging.
AbstractList In this paper a newly developed fuzzy supervisory control system for the injection molding process is presented. The system performs automatic tuning of the machine operating points and reduces the amount of human effort needed for a complete multi-objective optimization of the machine settings. The optimal tuning is facilitated by a priority policy based on the significance of defects. The experimental results obtained from the application of the proposed fuzzy control architecture to a real industrial environment were very encouraging.
Author Vagelatos, G.A.
Tzafestas, S.G.
Rigatos, G.G.
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Cites_doi 10.1109/TSMC.1980.4308516
10.1142/3706
10.1109/87.317974
10.1080/02522667.2000.10699452
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Keywords Injection molding process
Self-tuning systems
Knowledge-based systems
Incremental fuzzy supervisory control
Language English
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Snippet In this paper a newly developed fuzzy supervisory control system for the injection molding process is presented. The system performs automatic tuning of the...
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SubjectTerms Incremental fuzzy supervisory control
Injection molding process
Knowledge-based systems
Self-tuning systems
Title Incremental fuzzy supervisory controller design for optimizing the injection molding process
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