Type of course:
Digital learning, Path
Language:
EN
Duration:
6 hours
Workload:
10 hours
Proficiency:
Advanced
Target:
Manager, Professionals, Workers
The “Predictive Maintenance for maintenance managers and supervisors” learning path discusses useful technological aspects that will facilitate industrial upgrade of a factory’s maintenance approach. The whole learning path serves as an all-around educational package that will accomplish a first introduction and apprehension of the Predictive Maintenance (PdM) concept. For such a novel and promising concept like PdM, that has only recently found its first industrial applications, even high-level employees and computer science experts cannot directly involve with approach implementation due to a vast amount of new knowledge. This learning path aims to smoothen this procedure and accelerate PdM culture approval. Focus of this path will be directed to maintenance managers and supervisors and providing them with essential information on their way to their first involvement with Predictive Maintenance. Most important topics discussed:
Predictive Maintenance basics and advanced knowledge
Artificial Intelligence and Data Analytics
Predictive Maintenance initialization and asset tracing
Predictive Maintenance performance evaluation
Maintenance Task Management with software
Learning outcomes
- Value the PdM pipeline and advantages
- Select the assets that PdM should be firstly implemented on.
- Design an Evaluation and Expansion, PdM strategy
LessonIntroduction to Artificial Intelligence and Machine Learning techniques
Course Content
LessonIntroduction to Industry 4.0 technologies: Big Data, Internet of Things and Digital Twins
Course Content
LessonPredictive Maintenance: Beyond the basics
Course Content
LessonMachine Availability and Equipment Operation Management
Course Content
Lesson1st and 2nd level Maintenance Management
Course Content
LessonIntroduction to Computerized Maintenance Management Systems
Course Content
LessonPredictive Maintenance ready assets in the factory
Course Content
LessonPredictive Maintenance: Responses and duties upon implementation
Course Content
LessonEvaluating and Expanding your Predictive Maintenance solution
Course Content
LessonTask lesson for maintenance supervisors and managers
Course Content
LessonQuiz for maintenance managers and supervisors
Course Content
Topics
Advanced Manufacturing, Digital Transformation, CNC Machining, Mechanics, Internet of Things (IoT), Artificial Intelligence (AI), Data Analytics