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Apprentice Mode
10 Modules / ~100 pages
Wizard Mode
~25 Modules / ~400 pages

Advanced Control Systems for Wind Turbines
( 24 Modules )

Module #1
Introduction to Wind Turbines and Control Systems
Overview of wind turbine operation, types, and control system requirements
Module #2
Wind Turbine Control Objectives and Challenges
Understanding control objectives, performance metrics, and technical challenges
Module #3
Control System Architecture and Components
Overview of control system hardware and software architecture
Module #4
Sensors and Measurement Systems
Wind turbine sensor types, measurement principles, and data acquisition systems
Module #5
Actuators and Control Devices
Wind turbine actuator types, control device principles, and actuation systems
Module #6
Control Strategies for Wind Turbines
Overview of control strategies, including pitch, yaw, and torque control
Module #7
Feedback Control Systems
Introduction to feedback control principles and applications in wind turbines
Module #8
Model-Based Control Systems
Model-based control approaches, including model predictive control and state-space control
Module #9
Advanced Control Techniques for Wind Turbines
Introduction to advanced control techniques, including machine learning and fuzzy logic
Module #10
Controller Design for Wind Turbines
Controller design principles, methods, and tools for wind turbine control systems
Module #11
Control System Performance Evaluation
Metrics, methods, and tools for evaluating control system performance
Module #12
Fault Detection and Diagnosis
Principles and methods for fault detection and diagnosis in wind turbine control systems
Module #13
Fault-Tolerant Control Systems
Design and implementation of fault-tolerant control systems for wind turbines
Module #14
Advanced Wind Turbine Control Applications
Applications of advanced control systems, including wind farm control and grid support
Module #15
Wind Turbine Control for Grid Support
Control systems for grid support, including frequency response and voltage support
Module #16
Wind Farm Control and Optimization
Control systems for wind farm optimization, including wake effects and farm-level control
Module #17
Reliability and Maintenance of Control Systems
Reliability and maintainability considerations for wind turbine control systems
Module #18
Cybersecurity for Wind Turbine Control Systems
Cybersecurity principles and practices for wind turbine control systems
Module #19
Digital Twin and Simulation-Based Control
Digital twin concept and simulation-based control approaches for wind turbines
Module #20
Artificial Intelligence and Machine Learning for Wind Turbine Control
Applications of artificial intelligence and machine learning in wind turbine control systems
Module #21
Control System Commissioning and Testing
Commissioning and testing procedures for wind turbine control systems
Module #22
Control System Standards and Regulations
Overview of standards and regulations governing wind turbine control systems
Module #23
Advanced Control Systems for Floating Wind Turbines
Control system design considerations for floating wind turbines
Module #24
Course Wrap-Up & Conclusion
Planning next steps in Advanced Control Systems for Wind Turbines career


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