Advanced SCADA Systems for Wind Farm Optimization

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Enhance wind farm performance using advanced Supervisory Control and Data Acquisition systems to enable real-time monitoring, predictive analytics, and data-driven operational optimization for improved energy output and reduced downtime.

By HUKSA (Multiple Trainers)

Last updated February 25, 2026

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Price

Free

This advanced training program on SCADA systems is designed for Wind Farm Operations and Performance Engineering professionals in the Energy sector. It addresses operational inefficiencies, data underutilization, and delayed fault detection that reduce energy yield and increase downtime. Participants will gain the ability to configure, analyze, and optimize SCADA-driven performance strategies to improve wind farm output and reliability. The program uses structured system architecture reviews, performance analytics exercises, and expert-led operational case evaluations to ensure practical implementation.

Course Content

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SCADA Architecture in Utility-Scale Wind Farms 5 Topics

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Lesson Content

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SCADA system components: RTUs, PLCs, sensors, communication networks

Turbine-level vs farm-level architecture

Data acquisition hierarchy and signal mapping

Communication protocols (Modbus, OPC, IEC standards)

Cybersecurity fundamentals for operational technology

Data Acquisition, Structuring and Integrity Management 5 Topics

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Sensor calibration and signal validation

Data resolution, sampling frequency, and latency impact

Data cleaning, normalization, and validation logic

Managing missing and corrupted datasets

SCADA database architecture and historian systems

Performance Monitoring and Energy Yield Optimization 5 Topics

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Power curve analysis and deviation detection

Availability vs reliability metrics

Turbine underperformance identification

Curtailment impact assessment

Wake loss monitoring through SCADA signals

Alarm Management and Fault Diagnostics 5 Topics

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Alarm rationalization frameworks

Critical vs non-critical alarm classification

Root cause analysis using SCADA logs

Vibration, temperature, and load monitoring integration

Event correlation and fault pattern recognition

Advanced Analytics and Predictive Maintenance 5 Topics

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Condition monitoring system integration

Trend analysis and anomaly detection

Predictive failure modeling

Remaining useful life estimation

Integration with maintenance planning systems

Control Strategy Optimization 5 Topics

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Yaw and pitch control optimization

Active power control and grid compliance

Wake steering through SCADA control loops

Load balancing across turbines

Curtailment strategy optimization

SCADA-Driven Financial Performance Modeling 5 Topics

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Annual Energy Production impact modeling

Downtime cost calculation

Performance loss categorization

Contractual performance guarantee tracking

ROI measurement for optimization initiatives

Cybersecurity and Risk Management in SCADA Environments 5 Topics

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Network segmentation and access control

Threat detection in operational systems

Incident response planning

Regulatory compliance requirements

Data governance and audit readiness

Integrated Wind Farm Optimization Simulation 5 Topics

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Real-time SCADA dataset evaluation exercise

Underperformance diagnosis workshop

Alarm rationalization simulation

Predictive maintenance scenario planning

Optimization roadmap design and executive presentation

Meet Your Instructor

HUKSA (Multiple Trainers)

157 Course

12 Student

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This course includes:

Learners 0 Students
Lessons 9
Topics 45
Duration 6-17 Hours
Quizzes 0
Language English

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