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4 cards from this section. Quick, good the night before a test.
What is predictive maintenance?
Think about maintenance in advance!
What types of data are needed for predictive maintenance?
Consider what information you'd need to monitor machinery.
What type of maintenance strategy is involved in predicting when equipment will fail?
Think about 'predicting' a problem before it happens.
True or False: Multicollinearity refers to unrelated predictors in a model.
Consider how variables might be connected.
Outline a strategy to integrate predictive maintenance into a traditional manufacturing process that relies heavily on reactive maintenance.
Think steps to transition from reactive to proactive maintenance.
Discuss how you would address multicollinearity in a dataset with multiple sensor readings from similar types of machinery.
What method can reduce the number of correlated features?
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