D-8 A SHRINKAGE PREDICTION IN RUBBER COMPRESSION MOULDING(Session: Forming/Vegetable-oil/Rubber)

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概要

• 論文の詳細を見る

• One of common problems founded in the rubber compression moulding process is the shrinkage of rubber products leading to the loss of the shape of products. Therefore, this research presents an application of artificial neural network in prediction of the rubber product shrinkage in compression moulding. A back propagation neural network was developed to determine the shrinkage based on the variables of the rubber compound, processing variables like mould temperature and mould sizing variable. A two factorial design of experiment was carried out to obtain the significant variables before training the neural network. The results from the neural network prediction for the inside diameter shrinkage and the cross section diameter shrinkage indicate that architectures 5-11-21-1 and 5-11-16-1 provide a prediction within 95.9% and 96.1% accuracy, respectively.

• 一般社団法人日本機械学会の論文
• 2006-11-08

著者

• Na-ranong Nuchanat

  Postharvest And Processing Research And Development Office Department Of Agriculture Ministry Of Agr

• Chookaew Watcharapong

  Department of Mechanical Engineering, Faculty of Engineering, Kasetsart University

• Rodkwan Supasit

  Department of Mechanical Engineering, Faculty of Engineering, Kasetsart University

• Raksiri Chana

  Department of Industrial Engineering, Faculty of Engineering, Kasetsart University

• Eiamsa-ard Kunnayut

  Department of Mechanical Engineering, Faculty of Engineering, Kasetsart University

• Raksiri Chana

  Center Of Excellence In Rubber Mould Research And Development Institute Of Industrial Production Tec

• Rodkwan Supasit

  Department Of Mechanical Engineering Faculty Of Engineering Kasetsart University:center Of Excellenc

• Eiamsa-ard Kunnayut

  Department Of Mechanical Engineering Faculty Of Engineering Kasetsart University:center Of Excellenc

• Chookaew Watcharapong

  Department Of Mechanical Engineering Faculty Of Engineering Kasetsart University:center Of Excellenc

関連論文

• J-3 An Application of Computer Aided Design and Computer Aided Engineering for the Optimized Condition on Rubber Injection Moulding(Session: Interface/FEM/CAE)
• D-8 A SHRINKAGE PREDICTION IN RUBBER COMPRESSION MOULDING(Session: Forming/Vegetable-oil/Rubber)
• J-4 Application of Reverse Engineering for Improved Rubber Mould Inspection System(Session: Interface/FEM/CAE)
• B-5 PROCESS PLANNING FOR MULTI-AXIS LASER DEPOSITION SYSTEM(Session: Coatings)

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