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Task lesson on Predictive Maintenance paradigm

By Laboratory for Manufacturing Systems and Automation of Patras

Type of course:

Digital learning, Lesson

Language:

EN

Duration:

30 minutes

Workload:

2 hours

Proficiency:

Advanced

Target:

Manager, Professionals, Students, Workers

This task nugget aims to evaluate the acquired knowledge on Predictive Maintenance strategies and implementation will be performed.


Learning outcomes

  1. Appreciate Machine Learning in practice
  2. Use a simple Machine Learning algorithm for Predictive Maintenance on NASA’s turbofan engine degradation simulation dataset (CMAPSS)
  3. Experiment on data analytics

Topics

Advanced Manufacturing, Digital Transformation, CNC Machining, Mechanics, Internet of Things (IoT), Artificial Intelligence (AI), Big Data, Cloud Computing, Data Analytics

Provided by

Content created in 2022
+223 enrolled
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