دانلود مقاله ISI انگلیسی شماره 39910
عنوان فارسی مقاله

اکتشاف قوانین ارتباط برای بهبود فرایند تولید

کد مقاله سال انتشار مقاله انگلیسی ترجمه فارسی تعداد کلمات
39910 2013 12 صفحه PDF سفارش دهید محاسبه نشده
خرید مقاله
پس از پرداخت، فوراً می توانید مقاله را دانلود فرمایید.
عنوان انگلیسی
Mining association rules for the quality improvement of the production process
منبع

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

Journal : Expert Systems with Applications, Volume 40, Issue 4, March 2013, Pages 1034–1045

کلمات کلیدی
داده کاوی - کشف دانش - پیشرفت مداوم - تولید محصول حفاری - تعمیر و نگهداری صنعتی
پیش نمایش مقاله
پیش نمایش مقاله اکتشاف قوانین ارتباط برای بهبود فرایند تولید

چکیده انگلیسی

Academics and practitioners have a common interest in the continuing development of methods and computer applications that support or perform knowledge-intensive engineering tasks. Operations management dysfunctions and lost production time are problems of enormous magnitude that impact the performance and quality of industrial systems as well as their cost of production. Association rule mining is a data mining technique used to find out useful and invaluable information from huge databases. This work develops a better conceptual base for improving the application of association rule mining methods to extract knowledge on operations and information management. The emphasis of the paper is on the improvement of the operations processes. The application example details an industrial experiment in which association rule mining is used to analyze the manufacturing process of a fully integrated provider of drilling products. The study reports some new interesting results with data mining and knowledge discovery techniques applied to a drill production process. Experiment’s results on real-life data sets show that the proposed approach is useful in finding effective knowledge associated to dysfunctions causes.

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