Machine Learning

Generator Health Score

Machine Learning for Asset Health Tracking

Hydro Turbines are complex machines with multiple transient conditions at start-up. Advanced Pattern Recognition is key in determining the roles that load, net head, cooling water temperature, and air cooler fouling play in day-to-day operations. Calculating the Generator’s Asset Health Score (AHS) for trending helps users determine the overall asset’s health over time. In one […]

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turbines

Is your current maintenance schedule primarily time-based?

A good Asset Management program requires some time-based activities, such as filter changes and lubrication events. The challenge is in performing scheduled maintenance activities on time to keep a low-risk profile. Skipping or deferring maintenance items will increase problems over time. In Hydro Generation, if air cooler fouling is left untreated, daily operations can be

Is your current maintenance schedule primarily time-based? Read More »