Wind Turbine Aerodynamic Design Optimizer
Optimize wind turbine blade geometry and airfoil selection for peak aerodynamic performance
What You Can Do
You can systematically evaluate blade element momentum theory, select optimal airfoil families for specific wind classes, and model rotor performance across design scenarios. The skill helps you balance aerodynamic efficiency gains against structural feasibility and manufacturing tolerances, reducing design iteration cycles and producing defensible design documentation for certification bodies.
Features
evaluate swept, tilted, and tapered blade configurations against power output and structural loading
match airfoil families to wind classes (IEC 61400 I–IV) with lift-to-drag optimization
predict Cp performance using blade element momentum and vortex wake theory
reconcile aerodynamic targets with material limits, manufacturing tolerances, and cost targets
compare competing rotor concepts (hub height, diameter, RPM) against energy yield and CAPEX
cross-check aerodynamic predictions against wind tunnel data or field SCADA records
structure design rationale for DNV, Lloyd's Register, and TÜV review processes
Example Output
Example 1: Airfoil Selection Report
- IEC Class II site (10 m/s mean): Selected NREL S826 for root sections (0–25% span), transitioning to FFA-W3-241 at mid-span for optimal stall behavior and fatigue resistance
- Drag coefficient validation: Predicted Cd values match wind tunnel data within 2–4% across stall region
- Manufacturing note: All airfoils compatible with 5° tolerance fiberglass layup process
Example 2: Blade Geometry Trade-off
- 15° sweep vs. straight blade: +2.1% energy yield, +8% root bending moment (within structural budget)
- Recommended: 12° sweep (compromise for cost-neutral manufacturing)
Example 3: Rotor Performance Validation
- Predicted Cp = 0.481 at rated wind speed; field SCADA average = 0.468 (2.7% delta)
- Root cause identified: Boundary layer trip strips degraded after 18 months → recommend biennial inspection
What's Included
- SKILL.md instruction file with workflow phases and decision trees:
- Blade geometry parametrization template (sweep, taper, pitch angles):
- Airfoil selection matrix (wind class × span position recommendations):
- Blade element momentum calculation worksheet with Cp prediction model:
- Design constraint checklist (structural limits, manufacturing tolerances, cost targets):
- Performance validation rubric for comparing predictions vs. wind tunnel/SCADA data:
Who It's For
- Wind turbine aerodynamic engineers — designing and optimizing rotor configurations for new platforms
- Design engineers at OEMs — conducting design reviews and trade-off analyses during concept and detailed phases
- Renewable energy consultants — evaluating turbine performance for site-specific optimization and retrofit projects
- Certification engineers — documenting aerodynamic design rationale for regulatory approval (DNV, TÜV)
- Field engineers — troubleshooting unexpectedly low power output by validating aerodynamic predictions against operational data
Best For
- Preliminary rotor design and concept comparison studies
- Airfoil family selection for specific wind resources and IEC wind classes
- Blade geometry optimization (sweep, taper, pitch angle, hub height trade-offs)
- Design documentation and certification preparation for regulatory bodies
- Field performance troubleshooting and validation against SCADA or wind tunnel data
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