دانلود مقاله ISI انگلیسی شماره 29281
عنوان فارسی مقاله

طراحی مشترک محصولات و سیستم ها با استفاده از شبکه های بیزی

کد مقاله سال انتشار مقاله انگلیسی ترجمه فارسی تعداد کلمات
29281 2014 6 صفحه PDF سفارش دهید محاسبه نشده
خرید مقاله
پس از پرداخت، فوراً می توانید مقاله را دانلود فرمایید.
عنوان انگلیسی
Co-design of Products and Systems Using a Bayesian Network
منبع

Publisher : Elsevier - Science Direct (الزویر - ساینس دایرکت)

Journal : Procedia CIRP, Volume 17, 2014, Pages 284–289

کلمات کلیدی
سیستم های تولید - محصولات طراحی - شبکه های بیزی -
پیش نمایش مقاله
پیش نمایش مقاله طراحی مشترک محصولات و سیستم ها با استفاده از شبکه های بیزی

چکیده انگلیسی

Complexity in manufacturing arises due to the intertwined relationships between products and their manufacturing systems. If the system/product relations can be retrieved automatically and efficiently, complex systems would be better designed and utilized to manufacture more products effectively. In this paper, a comprehensive method is used to explore the inter- relationships in the products domain and machines domain, and map the relations between products and systems. The method uses structure learning by Bayesian Networks to capture and analyze these relations, hence facilitating synthesis of new systems and product. A case study of parts and respective machines for producing them is used to demonstrate the method. Results show that the dependency relations among products and systems features can be extracted by analyzing existing instances of related entities such as machines/products and specifications without explicitly identifying the relations between them, which is akin to reverse engineering. Using Bayesian Networks and the most probable algorithm, a new composite part is obtained for a 3-axis machine with a tool magazine. This new information is based on the inferred Bayesian Network that links products and machines. Thus, future manufacturing systems and parts/machines co-design can be done robustly without much human interference.

خرید مقاله
پس از پرداخت، فوراً می توانید مقاله را دانلود فرمایید.