Abstract
The layout of turbines in a wind farm is already a challenging nonlinear, nonconvex, nonlinearly constrained continuous global optimization problem. Here we begin to address the next generation of wind farm optimization problems by adding the complexity that there is more than one turbine type to choose from. The optimization becomes a nonlinear constrained mixed integer problem, which is a very difficult class of problems to solve. This document briefly summarizes the algorithm and code we have developed, the code validation steps we have performed, and the initial results for multi-turbine type and placement optimization (TTP-OPT) we have run.
Original language | American English |
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Article number | 062004 |
Number of pages | 15 |
Journal | Journal of Physics: Conference Series |
Volume | 753 |
Issue number | 6 |
DOIs | |
State | Published - 3 Oct 2016 |
Event | Science of Making Torque from Wind, TORQUE 2016 - Munich, Germany Duration: 5 Oct 2016 → 7 Oct 2016 |
NREL Publication Number
- NREL/JA-2C00-66903
Keywords
- optimization
- turbine placement