Predictive Maintenance: Extracting Condition Indicators with MATLAB
Learn how to extract useful features from your data and train machine learning models with the extracted features to develop predictive maintenance algorithms in MATLAB®.
In this ebook, you will learn:
When designing efficient power electronics systems, key challenges include:
What condition indicators or features are and how you
can derive them using signal-based methods.
How different features can impact the accuracy of a fault
classification algorithm.
How to identify distinctive features and train machine
learning models for classifying different fault types.