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Simulation-Based Design Study Modeling a Wind Turbine

Simulation-Based Design Study Modeling a Wind Turbine. Chris Gloss, Andrew Lincoln, Matthew Mustard, John Semmens , & Shereef Shehab. Introduction. Scope. Goals Develop a fully functional model of a 1.5 MW wind turbine based on industry standards

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Simulation-Based Design Study Modeling a Wind Turbine

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  1. Simulation-Based Design Study Modeling a Wind Turbine Chris Gloss, Andrew Lincoln, Matthew Mustard, John Semmens, & ShereefShehab

  2. Introduction

  3. Scope • Goals • Develop a fully functional model of a 1.5 MW wind turbine based on industry standards • Utilize available wind data for Atlanta’s Airport • Determine the feasibility of installing a wind turbine in Atlanta • Design Variables • Rotor Radius • Tower Height • To develop a model of a wind turbine that will provide its expected utility using the Dymola and Model Center software. Wind Turbine Modeling

  4. Influence Diagram Wind Turbine Modeling

  5. Blades • NACA 4412 Airfoil • Triangular planform. • Assumed to be made of fiberglass and hollow. • Moment of inertia of the blade about the base was calculated. Wind Turbine Modeling

  6. Dymola Model: Overview Wind Turbine Modeling

  7. Implementation of a PID Controller Wind Turbine Modeling

  8. Role of Uncertainty • The central composite experiment showed which uncertain variables have the greatest effect. Wind Turbine Modeling

  9. Monte Carlo Analysis Wind Turbine Modeling

  10. Dymola Model: Cost Wind Turbine Modeling

  11. NPV Model Wind Turbine Modeling

  12. @Risk – Monte Carlo within Excel AEP = 3,950,000 kW-hr Left: Cost = $1,880,000 Right: Cost = $1,770,000 Wind Turbine Modeling

  13. Determination of r • NPV Maximum = $3,856,616.88 • NPV Minimum = ($1,173,934.14) At what dollar amount are we indifferent between the NPV maximum and minimum? • Chosen value = $200,000 • Using a Matlab script the risk aversion coefficient is 4.2438x10-7 Wind Turbine Modeling

  14. Full Factorial Exploration Wind Turbine Modeling

  15. Deterministic Optimization Wind Turbine Modeling

  16. Optimization with Uncertainty Wind Turbine Modeling

  17. Thank You Does any one have any questions? Wind Turbine Modeling

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