کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
715813 892210 2012 6 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Supervisory System for Supporting Decision-Making Process in Proactive Maintenance of Technical Object
موضوعات مرتبط
مهندسی و علوم پایه سایر رشته های مهندسی مکانیک محاسباتی
پیش نمایش صفحه اول مقاله
Supervisory System for Supporting Decision-Making Process in Proactive Maintenance of Technical Object
چکیده انگلیسی

The proactive maintenance involves the advances warming of the failure possibility, that can bring the attention of maintenance personnel to impending danger, and realizing preventive and corrective operations. The paper describes the application type of HMI/ SCADA equipped with tools created using soft computing techniques applied to design the fuzzy predictive models of time between failures, and to aid decision-making process of user by collected in database heuristic maintenance strategy. The method of off-line and on-line learning predictive models was based on the genetic algorithm and recursive least squares algorithm. The application of supervisory system was tested on the laboratory stand equipped with the physical model of an overhead travelling crane.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: IFAC Proceedings Volumes - Volume 45, Issue 31, 2012, Pages 30–35
نویسندگان
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