Wind Farm Performance and Optimization
( 25 Modules )

Module #1
Introduction to Wind Farm Performance and Optimization
Overview of the importance of performance optimization in wind farms, course objectives, and outline

Module #2
Wind Farm Fundamentals
Basic principles of wind energy, turbine components, and wind farm layouts

Module #3
Wind Resource Assessment
Measurement and analysis of wind speed, direction, and turbulence

Module #4
Turbine Performance Characteristics
Power curves, efficiency, and availability of wind turbines

Module #5
Wind Farm Layout Optimization
Strategies for optimizing wind farm layout to minimize wake effects and maximize energy production

Module #6
Wake Effects and Wake Modeling
Understanding and modeling wake effects in wind farms

Module #7
Wind Farm Control Systems
Overview of control systems used in wind farms, including yaw control and pitch control

Module #8
Condition Monitoring and Predictive Maintenance
Strategies for monitoring wind turbine condition and predicting maintenance needs

Module #9
Data Analysis for Wind Farm Performance
Introduction to data analysis techniques for understanding wind farm performance

Module #10
Performance Metrics and Benchmarking
Defining and calculating key performance metrics, including capacity factor and availability

Module #11
Wind Farm Optimization Techniques
Overview of optimization techniques, including linear and nonlinear programming

Module #12
Optimizing Wake Steering
Techniques for optimizing wake steering to reduce wake effects

Module #13
Optimizing Power Curve Performance
Strategies for optimizing power curve performance, including derating and over-speeding

Module #14
Optimizing Yaw and Pitch Control
Techniques for optimizing yaw and pitch control to improve energy production

Module #15
Optimizing Electrical Collection System Performance
Strategies for optimizing electrical collection system performance, including cable sizing and routing

Module #16
Wind Farm Optimization using Machine Learning
Introduction to machine learning techniques for wind farm optimization

Module #17
Case Study:Wind Farm Optimization Project
Real-world example of a wind farm optimization project, including data analysis and results

Module #18
Economic Analysis of Wind Farm Optimization
Economic evaluation of wind farm optimization projects, including cost-benefit analysis

Module #19
Wind Farm Optimization Tools and Software
Overview of commercial and open-source tools and software for wind farm optimization

Module #20
Industry Best Practices for Wind Farm Optimization
Review of industry best practices for wind farm optimization, including standards and guidelines

Module #21
Challenges and Limitations of Wind Farm Optimization
Discussion of common challenges and limitations faced in wind farm optimization projects

Module #22
Future Trends in Wind Farm Optimization
Overview of emerging trends and technologies in wind farm optimization

Module #23
Wind Farm Optimization for Hybrid Power Plants
Optimization strategies for hybrid power plants combining wind and other renewable energy sources

Module #24
Wind Farm Optimization for Offshore Wind Farms
Unique challenges and optimization strategies for offshore wind farms

Module #25
Course Wrap-Up & Conclusion
Planning next steps in Wind Farm Performance and Optimization career

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Wind Farm Performance and Optimization ( 25 Modules )

Wind Farm Performance and Optimization
( 25 Modules )