Reducing costs and increasing equipment availability (uptime) are among the main goals of
industrial ventures. Well defined interval durations between maintenance inspections …

Well-defined intervals between preventive maintenance inspections help increase the
availability of process equipment. This work integrates probabilistic and predictive models …

Among the biggest challenges in manufacturing, we can mention the difficulty of locating
points that most impact performance; and predict the time required to perform certain tasks …

Predictive maintenance (PdM) aims the reduction of costs to increase the competitive
strength of the enterprises. It uses sensor data together with analytics techniques to optimize …

The ability to predict the remaining cycle-time in industrial environments is of major concern
among production managers. An accurate prediction would enable managers to handle …

Data mining techniques can be used for discovering interesting patterns in complicated
manufacturing processes. These patterns are used to improve manufacturing quality …

Predictive maintenance (PM) algorithms are widely applied for detecting operational
anomalies on industrial processes to schedule for a maintenance intervention before a …

Since continuous real-time components or equipment condition monitoring is not available
for injection molding machines, we propose a predictive maintenance approach that uses …

Appropriate maintenance measures, which are carried out at the right time are a key factor to
secure plant availability, product quality and process efficiency in modern manufacturing …

Sensor signals produced in industrial manufacturing processes contain valuable information
about the condition of operations. However, extracting the appropriate feature for effective …