---Explanation KPIs--- Mean Time Between Failures: MTBF is a key indicator of asset reliability. It represents the average amount of time between two consecutive failures during normal operation. The higher the value, the better.

Formula: MTBF = runtime / failures

Mean Time to Repair: MTTR focuses on the speed of failure recovery. It indicates how long it takes on average to repair a failure and restore the system to operational condition. The lower the value, the better.

Formula: MTTR = downtime / failures

Asset Availability: Asset availability indicates how often machines are available for use. Higher availability means that the equipment experiences fewer breakdowns and remains operational for a greater amount of time.

Formula: availability = MTBF / (MTBF + MTTR) * 100%

Asset Health Index: A score ranging from 0 (optimal condition) to 5 (worst case) that reflects the overall health status of an asset.

---KPI message--- The message consists of the following components:

asset tagnumber:
asset availability
mean time between failures
mean time to repair
asset health index
asset health color: Gives a color based on the asset health index (0 = Darkgreen, 1 = Green, 2 = Yellow, 3 = Orange, 4 = Red, 5 = Darkred.)
total failures: the total number of failures that have occured for a particular asset

Description

RotatingMachine – Advanced Equipment Control & Performance Analytics Features: • Multi-Curve Predictions: flow, power, and control using manufacturer curves with pressure compensation • State-Based Control: automated startup/shutdown with configurable timing & safety interlocks • Performance Analytics: efficiency calculations, BEP distance tracking, CoG optimization • Child Registration: integrates with measurement nodes for closed-loop control • Drift Assessment: NRMSE-based degradation detection & predictive maintenance alerts • Multi-Mode Operation: manual, automatic, emergency modes with source/action validation • Safety Systems: emergency stop, validation, error handling Integration: Provides real-time optimization and performance monitoring for industrial rotating equipment.

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