Predictive Maintenance Expert

MOOC - Predictive Maintenance Expert

Advanced Predictive Maintenance

Fifth Unit is advanced part of whole module, where students learn how to: integrate physical measuring circuit with PC (data application), setup communication channel, and gather data from sensors. Last two elements describes actual trends in data calculation and analysis using modern devices and methods.


Fundamental concepts and terminologies of deep learning, machine learning, neural networks and genetic algorithms:

This learning element will present new trends in maintenance prediction especially with usage of neural networks or artificial intelligence algorithms, to assess machine elements condition and calculate their period of nonproblematic work.

PMEx.U5.E10.PC1
Machine learning:

Student knows new trends in predictive calculation development.

Student is aware what kind of calculation mechanism are future of machine condition assessment.
PMEx.U5.E10.PC2
Modern algorithms:

Student is able to classify new modern ways of data processing and result of calculation forecasting.