Log-based predictive maintenance in discrete parts manufacturing
نویسندگان
چکیده
منابع مشابه
Sequential Tolerance Control in Discrete Parts Manufacturing
Abstract: The machining of complex parts typically involves a sequence of n operations on m machine tools. Conventional tolerance control specifies a fixed set point for each such operation and permissible variation about this set point to insure compliance with tolerance specifications. However, this approach may be inadequate for complex, low-volume, highvalue added parts. This paper introduc...
متن کاملA Methodology for Predictive Maintenance in Semiconductor Manufacturing
Abstract: In order to occupy a competitive position in semiconductor industry the most important challenges a fabrication plant has to face are the reduction of manufacturing costs and the increase of production yield. Predictive maintenance is one possible way to address these challenges. In this paper we present an implementation of a universally applicable methodology based on the theory of ...
متن کاملIntegration of the Predictive Maintenance in Manufacturing System
This paper aims at proposing reference models to integrate the predictive maintenance in manufacturing system. This integration is based on the functioningmalfunctioning model of a manufacturing system, and on the contribution of predictive maintenance system and supervisory control for predictive maintenance. The results of this integration is an upgrade information-based repository for the in...
متن کاملEarly Failure Detection for Predictive Maintenance of Sensor Parts
Maintenance of a sensor part typically means renewal of the sensor in regular intervals or replacing the malfunctioning sensor. However optimal timing of the replacement can reduce maintenance costs. The aim of this article is to suggest a predictive maintenance strategy for sensors using condition monitoring and early failure detection based on their own collected measurements. Three different...
متن کاملHybrid simulation-based optimization of discrete parts manufacturing to increase energy efficiency and productivity
This presented research comprises the development of an optimization module for use in a novel production optimization tool – similar in function but not mode of operation to an Advanced Planning System –, with energy efficiency incorporated into its goal system. The optimization features a hybrid-simulation of production systems as an evaluation function. A hybrid simulation has been developed...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Procedia CIRP
سال: 2019
ISSN: 2212-8271
DOI: 10.1016/j.procir.2019.02.098