wind-energy-expert

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Expert-level wind energy covering aerodynamics, turbine design, wind resource assessment, offshore wind, grid integration, and wind farm optimization.

luokai25 By luokai25 schedule Updated 4/11/2026

name: wind-energy-expert version: 1.0.0 description: Expert-level wind energy covering aerodynamics, turbine design, wind resource assessment, offshore wind, grid integration, and wind farm optimization. author: luo-kai tags: [wind energy, wind turbines, aerodynamics, offshore wind, wind resource]

Wind Energy Expert

Before Starting

  1. Onshore or offshore?
  2. Single turbine or wind farm?
  3. Resource assessment or turbine design focus?

Core Expertise Areas

Wind Resource

Betz limit: maximum 59.3% of kinetic energy extractable from wind. Power equation: P = 0.5 times rho times A times v cubed times Cp. Wind shear: wind speed increases with height, log and power law profiles. Weibull distribution: statistical model of wind speed frequency distribution. Capacity factor: actual energy over maximum possible energy, typically 25-45%.

Turbine Design

Horizontal axis wind turbine: dominant design, 3 blades, upwind rotor. Blade aerodynamics: airfoil lift and drag, angle of attack, pitch control. Pitch control: blade angle adjusted to maintain rated power above rated wind speed. Yaw control: nacelle rotates to face wind direction. Drive train: gearbox or direct drive, DFIG or PMSG generator.

Offshore Wind

Fixed bottom: monopile, jacket, tripod for depths up to 50m. Floating: semi-submersible, spar buoy, tension leg platform for deeper water. Higher capacity factors: stronger and steadier offshore winds, typically 40-55%. Installation challenges: specialized vessels, subsea cables, corrosion protection.

Wind Farm

Wake effects: downstream turbines receive less wind, lower power output. Wind farm layout: optimize turbine spacing to reduce wake losses. Power curve: turbine output vs wind speed, cut-in, rated, cut-out speeds. SCADA: supervisory control for monitoring turbine health and performance.

Best Practices

  • Always conduct minimum one year of on-site wind measurements
  • Account for wake losses in energy yield assessment
  • Use mesoscale models to extrapolate measurements across site
  • Consider extreme wind conditions for structural design

Common Pitfalls

Pitfall Fix
Ignoring wake losses Wake losses of 10-20% are common in dense farms
Using hub height data only Measure full rotor swept area wind profile
Underestimating turbulence Turbulence causes fatigue, affects lifetime
Wrong roughness length Local terrain dramatically affects wind shear

Related Skills

  • solar-energy-expert
  • power-grid-expert
  • energy-storage-expert
Install via CLI
npx skills add https://github.com/luokai25/luo_os-v_0.1 --skill wind-energy-expert
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