Other Application - RIO analytics

Drawworks Ton-mile Management

Real-time Ton-Mile control with cable cutting prediction, mainly for drilling operations.

Smart Alarms Management

Real-time management of very large datasets of industrial alarms using machine learning algorithms, mainly for construction equipment operations.

Electrical Motors Predictive Maintenance

Failure prediction of electrical motors based on sensors time-series and machine learning algorithms.

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Inventory

Real-time precise ton-mile calculation with automatic alarms for overloads and maintenance thresholds
Graph showing the evolution of the ton-mile calculation over time
Control of the cable length being used during operation

Operations Planning

Cable inventory control (log of date, length, and accumulated value)
Cable cutting prediction based on next operations
Stress calculations based on blocks architecture

Electrical Motors Predictive Maintenance

Time-series anomalies detection from operational data, OEE (overall equipment effectiveness), hour meters and energy consumption.
Failure prediction based on torque x speed curve, current signature and machine learning algorithms.

Smart Alarm Management

Real-time causal analysis algorithms applied to identity cause & effect relations on alarms data sets, with hierarchization tree of alarms.
Alarms de-chattering and flooding recognition (reduce nuisance, superfluous and annoying alarms).
Automatic calculations of togetherness, lifetime and frequency of repeatability of alarms.

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