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20. Survey of the most influential parameters on the wind farm net present value (NPV) by adaptive neuro-fuzzy approach.

Author

Petković, Dalibor, Shamshirband, Shahaboddin, Kamsin, Amirrudin, Lee, Malrey, Anicic, Obrad, and Nikolić, Vlastimir

Subjects
*PARAMETER estimation, *WIND power plants, *ECONOMIC development, *ENERGY conservation, *ENERGY consumption
Abstract

The main objective of wind farm modeling is to maximize wind farm efficiency. The optimal wind turbine placement on a wind farm could be modified by taking economic aspects into account. The net present value (NPV) is the most important criteria for project investment estimating. The general approach in deciding the distinctive choice for a task through NPV is to treat the money streams as known with conviction. Even little deviations from the decided beforehand values might effectively negate the choice. To assess the investment risk of wind power project, this paper constructed a process that selected the most influential wind farm parameters on the NPV with adaptive neuro-fuzzy (ANFIS) method. This procedure is typically called variable selection, which corresponds to finding a subset of the full set of recorded variables that exhibits good predictive abilities. Variable seeking utilizing the ANFIS system was performed to figure out how the seven wind farm parameters affect the NPV of the wind farm. [ABSTRACT FROM AUTHOR]

Published
2016
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