کد مقاله | کد نشریه | سال انتشار | مقاله انگلیسی | نسخه تمام متن |
---|---|---|---|---|
5469723 | 1519296 | 2016 | 4 صفحه PDF | دانلود رایگان |
عنوان انگلیسی مقاله ISI
Evaluation of Processing Technology Reliability Based on Copula-SVM
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موضوعات مرتبط
مهندسی و علوم پایه
سایر رشته های مهندسی
مهندسی صنعتی و تولید
پیش نمایش صفحه اول مقاله
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چکیده انگلیسی
The inherent reliability of product was formed in design and manufacturing process, and the inherent reliability prediction model of the product is foundation of the manufacturing process control and process improvement. The method of processing technology reliability evaluation based on Copula-SVM is presented. Firstly, the principle of the inherent reliability during manufacturing process was analyzed. Secondly, the dependency structure of the process characteristic is given by means of the copula function. Finally, the inherent reliability prediction method based on support vector machine is presented, and the feasibility and practicability of the method were indicated by an industry application.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Procedia CIRP - Volume 56, 2016, Pages 225-228
Journal: Procedia CIRP - Volume 56, 2016, Pages 225-228
نویسندگان
Bangjun Wang, Chuanliang Zhang, Wei Dai, Yejing Chen,