自然科学版 英文版
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中南大学学报(英文版)

Journal of Central South University

Vol. 23    No. 7    July 2016

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A product module mining method for PLM database
LEI Tiao-yu(雷佻钰), PENG Wei-ping(彭卫平), LEI Jin(雷金), ZHONG Yuan-hua(钟院华), ZHANG Qiu-hua(张秋华), DOU Jun-hao(窦俊豪)

School of Power and Mechanical Engineering, Wuhan University, Wuhan 430072, China

Abstract:Modular technology can effectively support the rapid design of products, and it is one of the key technologies to realize mass customization design. With the application of product lifecycle management (PLM) system in enterprises, the product lifecycle data have been effectively managed. However, these data have not been fully utilized in module division, especially for complex machinery products. To solve this problem, a product module mining method for the PLM database is proposed to improve the effect of module division. Firstly, product data are extracted from the PLM database by data extraction algorithm. Then, data normalization and structure logical inspection are used to preprocess the extracted defective data. The preprocessed product data are analyzed and expressed in a matrix for module mining. Finally, the fuzzy c-means clustering (FCM) algorithm is used to generate product modules, which are stored in product module library after module marking and post-processing. The feasibility and effectiveness of the proposed method are verified by a case study of high pressure valve.

 

Key words: product design; module division; product module mining; product lifecycle management (PLM) database

中南大学学报(自然科学版)
  ISSN 1672-7207
CN 43-1426/N
ZDXZAC
中南大学学报(英文版)
  ISSN 2095-2899
CN 43-1516/TB
JCSTFT
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