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Artificial Intelligence based Predictive Maintenance

By Laboratory for Manufacturing Systems and Automation of Patras - BIBA

Type of course:

Digital learning, Lesson

Language:

EN

Duration:

15 minutes

Workload:

2 hours

Proficiency:

Intermediate

Target:

Manager, Professionals, Students, Workers

Predictive Maintenance and Artificial Intelligence are undeniably interdependent. In a simplistic way Predictive Maintenance can be considered as one of Artificial Intelligence’s applications, exploiting AI’s advanced decision making based on historical or live data.

In general, Predictive Maintenance, hereinafter PdM, represents the effort of scientist to digitalize technical maintenance in order to cope with current manufacturing trends and demands as a part of the Industry 4.0 wave.


Learning outcomes

  1. Appraise the advantages and limitations of AI based PdM
  2. Identify the PdM basic pipeline and its components
  3. Implement AI as part of PdM

Topics

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

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Content created in 2022
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