Predictive Maintenance Engineer

MOOC - Predictive Maintenance Engineer

Advanced Statistics and Mathematics.

Fourth Unit is a part of learning material which introduce mathematic statistic into preventive maintenance process. In this unit, students will know some advanced statistical tools, which they will use to analyse historical machine data and predict their future behaviour.


Introduction to Statistical Methods in Engineering:

This element describes, what kind of statistic methods and tools can be useful for engineering application. Especially those elements, which can be used for prediction data analysis.

PMIng.U4.E1.PC1
Basic statistic parameters:

Student knows and is able to calculate simple statistic parameters for data set, like: mean, median, standard deviation.
PMIng.U4.E1.PC2
Statistical Distributions:

Student knows different kinds of statistical distributions, and their graphic visualisations.
PMIng.U4.E1.PC3
Software for statistical calculations:

Students can list different types of statistical software.
PMIng.U4.E1.PC4
Basic data presentation:

Students are able how to present data and simple analyse it using tables and different kinds of graphs (like: histogram, bar chart, box plot etc.).