Energy

Predictive Maintenance of Wind Turbines

Improve turbine performance and longevity and reduce unplanned downtime with AutoAI-led predictive maintenance using RapidCanvas.

Maximizing Turbine Performance Is A Challenge

High Operations and Maintenance Costs

Traditional calendar-based maintenance schedules lead to unnecessary repairs and high costs.

Unplanned Downtime

Unexpected turbine failures cause prolonged outages and revenue losses.

Inefficient Maintenance Schedules

Reactive maintenance cannot optimize turbine availability.

Ingest Operational Data

Ingest Operational Data

Vibration, temperature and other sensor data from turbine components is aggregated

Model Training

Model Training

Pre-configured machine learning model detect anomalies and failure patterns.

Monitoring

Monitoring

The algorithms analyze incoming data and predict potential failures.

Deployment

Deployment

Data-driven insights helps schedule maintenance before failures occur to avoid downtime.

Benefits of AI-based Predictive Maintenance

Reduced Maintenance Costs

Only required repairs are performed, lowering costs by up to 20%.

Increased Turbine Availability

Downtime is minimized by fixing issues before failures.

Optimized Performance

Predictive maintenance maximizes turbine lifespan and energy production by up to 10%.

Extended Component Lifespan

Parts are replaced based on condition, not arbitrary schedules.

Key Industry Metrics

Hear from Our Customers

“Suzlon is on a journey to use big data and AI to reimagine the future of our business. I am impressed with RapidCanvas as a disruptive AI platform that has streamlined the journey from idea to prototype to production. Their platform is user-friendly, and their AI solutions for wind turbine use cases meet our business needs precisely.

Suunil Narula

Chief of Administration, Suzlon Group

Related Solutions

Fault Detection For Wind Turbines With RapidCanvas AutoAI

Wind Forecasting With RapidCanvas AutoAI

Energy Demand Prediction With RapidCanvas AutoAI

Harness AutoAI For Accurate Power Curve Analysis

Related Resources

Assessing the ROI for Predictive Maintenance Solution on Wind Turbines

Effective Maintenance Strategies for Wind Turbines

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