Wind Turbine
AI-Driven Operations, Safety & Predictive Maintenance
AI Adoption
High O&M cost pressure
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Unplanned downtime, crane mobilization, and gearbox/generator failures can eliminate annual turbine profits.
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Offshore and remote onshore sites amplify logistics and service costs.
Shift from reactive to predictive maintenance
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Traditional time-based maintenance is no longer sufficient for modern, high-capacity turbines.
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Condition Monitoring Systems (CMS) combined with AI analytics enable early fault detection and life-extension of critical assets.
Growing need for operational visibility and safety
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Theft of copper, tools, or equipment in turbine areas impacts uptime and insurance costs.
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Strict access control, PPE compliance, and safe working practices inside towers and nacelles are mandatory.
Use Cases
ConnectedThinks delivers AI-driven predictive maintenance and vision-based monitoring solutions for wind turbines, helping operators reduce unplanned downtime, control O&M costs, and improve safety compliance. Our solutions combine condition monitoring, anomaly detection, and camera-based visual intelligence to provide early warnings of mechanical degradation, enforce safe access and PPE compliance, and enhance situational awareness across turbine assets—without invasive modifications to existing turbines, SCADA systems, or operational workflows.
Predictive Maintenance & Condition Monitoring
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AI-based analysis of vibration, temperature, speed, and load data from drivetrain, gearbox, generator, and bearings.
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Detection of imbalance, misalignment, bearing wear, lubrication issues, and abnormal vibration signatures.
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Trend-based and anomaly-based models to forecast degradation and plan maintenance windows.
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Enables spare-part planning and reduces emergency interventions.
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On-turbine or substation-level data acquisition with edge analytics.
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Centralized dashboards for fleet-level monitoring and benchmarking.
Vision-Based Monitoring
& Safety
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Camera-based monitoring around turbine base and tower area to detect unauthorized entry or material theft.
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Event-driven alerts integrated with SCADA or security systems.
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Vision AI to verify helmets, harnesses, and safety gear inside tower and nacelle.
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Detection of unsafe behavior during maintenance activities.
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Live and recorded video feeds for remote audits and incident analysis.
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Reduces physical site visits and improves response time.
Relevant Products and Solutions
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