Multidisciplinary design analysis and optimisation of a reference offshore wind plant
Abstract
Motivated by the need to develop reference wind energy systems for optimisation and technology assessment studies, the International Energy Agency Wind Task 37 on Wind Energy Systems Engineering is developing a reference offshore wind power plant at the Dutch offshore wind energy areas Borssele III and IV. This work presents a comparison between two approaches for developing the preliminary design of an offshore wind plant turbine layout, electrical collection system, and support structures. The first is a sequential approach, where components of the wind farm are optimised sequentially, each with its own objective function, thus neglecting potential interactions between them. The second approach uses Multidisciplinary Design Analysis and Optimisation (MDAO), where all components are jointly optimised with the overall system levelised cost of energy (LCOE) as a global objective function. Studying the cases of regular and irregular layouts, the integrated approach always shows a greater improvement in the LCOE of the final design compared to the design resulting from the traditional sequential approach. The most significant trade-off exploited by the MDAO approach used in this study is between losses in energy production due to turbine wake effects and the costs of electrical cable infrastructure.
- Authors:
-
- Delft Univ. of Technology (Netherlands)
- National Renewable Energy Lab. (NREL), Golden, CO (United States)
- SINTEF, Trondheim (Norway)
- Publication Date:
- Research Org.:
- National Renewable Energy Lab. (NREL), Golden, CO (United States)
- Sponsoring Org.:
- USDOE Office of Energy Efficiency and Renewable Energy (EERE), Wind and Water Technologies Office (EE-4W); National Council on Science and Technology (CONACYT) (Mexico)
- OSTI Identifier:
- 1472241
- Report Number(s):
- NREL/JA-5000-71401
Journal ID: ISSN 1742-6588
- Grant/Contract Number:
- AC36-08GO28308
- Resource Type:
- Accepted Manuscript
- Journal Name:
- Journal of Physics. Conference Series
- Additional Journal Information:
- Journal Volume: 1037; Journal ID: ISSN 1742-6588
- Publisher:
- IOP Publishing
- Country of Publication:
- United States
- Language:
- English
- Subject:
- 17 WIND ENERGY; 42 ENGINEERING; 32 ENERGY CONSERVATION, CONSUMPTION, AND UTILIZATION; offshore wind energy; optimization; systems engineering; reference systems
Citation Formats
Perez-Moreno, Sebastian Sanchez, Dykes, Katherine, Merz, Karl O., and Zaaijer, Michiel B. Multidisciplinary design analysis and optimisation of a reference offshore wind plant. United States: N. p., 2018.
Web. doi:10.1088/1742-6596/1037/4/042004.
Perez-Moreno, Sebastian Sanchez, Dykes, Katherine, Merz, Karl O., & Zaaijer, Michiel B. Multidisciplinary design analysis and optimisation of a reference offshore wind plant. United States. doi:10.1088/1742-6596/1037/4/042004.
Perez-Moreno, Sebastian Sanchez, Dykes, Katherine, Merz, Karl O., and Zaaijer, Michiel B. Fri .
"Multidisciplinary design analysis and optimisation of a reference offshore wind plant". United States. doi:10.1088/1742-6596/1037/4/042004. https://www.osti.gov/servlets/purl/1472241.
@article{osti_1472241,
title = {Multidisciplinary design analysis and optimisation of a reference offshore wind plant},
author = {Perez-Moreno, Sebastian Sanchez and Dykes, Katherine and Merz, Karl O. and Zaaijer, Michiel B.},
abstractNote = {Motivated by the need to develop reference wind energy systems for optimisation and technology assessment studies, the International Energy Agency Wind Task 37 on Wind Energy Systems Engineering is developing a reference offshore wind power plant at the Dutch offshore wind energy areas Borssele III and IV. This work presents a comparison between two approaches for developing the preliminary design of an offshore wind plant turbine layout, electrical collection system, and support structures. The first is a sequential approach, where components of the wind farm are optimised sequentially, each with its own objective function, thus neglecting potential interactions between them. The second approach uses Multidisciplinary Design Analysis and Optimisation (MDAO), where all components are jointly optimised with the overall system levelised cost of energy (LCOE) as a global objective function. Studying the cases of regular and irregular layouts, the integrated approach always shows a greater improvement in the LCOE of the final design compared to the design resulting from the traditional sequential approach. The most significant trade-off exploited by the MDAO approach used in this study is between losses in energy production due to turbine wake effects and the costs of electrical cable infrastructure.},
doi = {10.1088/1742-6596/1037/4/042004},
journal = {Journal of Physics. Conference Series},
number = ,
volume = 1037,
place = {United States},
year = {2018},
month = {6}
}
Search WorldCat to find libraries that may hold this journalWeb of Science
Works referenced in this record:
Multidisciplinary Design Optimization: A Survey of Architectures
journal, September 2013
- Martins, Joaquim R. R. A.; Lambe, Andrew B.
- AIAA Journal, Vol. 51, Issue 9
On teleprocessing system design, Part II: A method for approximating the optimal network
journal, January 1966
- Esau, L. R.; Williams, K. C.
- IBM Systems Journal, Vol. 5, Issue 3
A new optimizer using particle swarm theory
conference, January 1995
- Eberhart, R.; Kennedy, J.
- MHS'95. Proceedings of the Sixth International Symposium on Micro Machine and Human Science
Optimization of monopiles for offshore wind turbines
journal, February 2015
- Kallehave, Dan; Byrne, Byron W.; LeBlanc Thilsted, Christian
- Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences, Vol. 373, Issue 2035
Works referencing / citing this record:
Massive simplification of the wind farm layout optimization problem
journal, January 2019
- Stanley, Andrew P. J.; Ning, Andrew
- Wind Energy Science, Vol. 4, Issue 4