The Reinforcement Rib Performance Prediction Based on the BP Algorithm and the Finite Element Analysis

The reinforcement rib design is one of the key parts in entire bottle design. This paper presents the rib performance prediction system based on the BP algorithm and the finite element analysis, which adopts the finite element analysis results as its learning samples, sets up the rib performance pre...

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Veröffentlicht in:Applied Mechanics and Materials 2012-01, Vol.101-102, p.212-215
Hauptverfasser: Li, Xiang Sheng, Su, Liang Yao, Ruan, Shang Wen, Yin, Xiong Fei, Feng, Xiao Yan
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Sprache:eng
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Zusammenfassung:The reinforcement rib design is one of the key parts in entire bottle design. This paper presents the rib performance prediction system based on the BP algorithm and the finite element analysis, which adopts the finite element analysis results as its learning samples, sets up the rib performance prediction system with BP artificial neural network. The results show that the artificial neural network plays an important role in rib performance prediction; meanwhile it can guide the bottle design in practical terms.
ISSN:1660-9336
1662-7482
1662-7482
DOI:10.4028/www.scientific.net/AMM.101-102.212