DOE PAGES title logo U.S. Department of Energy
Office of Scientific and Technical Information

Title: An advanced modeling system for optimization of wind farm layout and wind turbine sizing using a multi-level extended pattern search algorithm

Authors:
; ;
Publication Date:
Sponsoring Org.:
USDOE Office of Energy Efficiency and Renewable Energy (EERE), Wind and Water Technologies Office (EE-4W)
OSTI Identifier:
1323954
Grant/Contract Number:  
AC36-08GO28308
Resource Type:
Publisher's Accepted Manuscript
Journal Name:
Energy (Oxford)
Additional Journal Information:
Journal Name: Energy (Oxford) Journal Volume: 106 Journal Issue: C; Journal ID: ISSN 0360-5442
Publisher:
Elsevier
Country of Publication:
United Kingdom
Language:
English

Citation Formats

DuPont, Bryony, Cagan, Jonathan, and Moriarty, Patrick. An advanced modeling system for optimization of wind farm layout and wind turbine sizing using a multi-level extended pattern search algorithm. United Kingdom: N. p., 2016. Web. doi:10.1016/j.energy.2015.12.033.
DuPont, Bryony, Cagan, Jonathan, & Moriarty, Patrick. An advanced modeling system for optimization of wind farm layout and wind turbine sizing using a multi-level extended pattern search algorithm. United Kingdom. https://doi.org/10.1016/j.energy.2015.12.033
DuPont, Bryony, Cagan, Jonathan, and Moriarty, Patrick. Fri . "An advanced modeling system for optimization of wind farm layout and wind turbine sizing using a multi-level extended pattern search algorithm". United Kingdom. https://doi.org/10.1016/j.energy.2015.12.033.
@article{osti_1323954,
title = {An advanced modeling system for optimization of wind farm layout and wind turbine sizing using a multi-level extended pattern search algorithm},
author = {DuPont, Bryony and Cagan, Jonathan and Moriarty, Patrick},
abstractNote = {},
doi = {10.1016/j.energy.2015.12.033},
journal = {Energy (Oxford)},
number = C,
volume = 106,
place = {United Kingdom},
year = {2016},
month = {7}
}

Journal Article:
Free Publicly Available Full Text
Publisher's Version of Record
https://doi.org/10.1016/j.energy.2015.12.033

Citation Metrics:
Cited by: 5 works
Citation information provided by
Web of Science

Save / Share:

Works referenced in this record:

Optimization of wind turbine positioning in large windfarms by means of a genetic algorithm
journal, January 1994

  • Mosetti, G.; Poloni, C.; Diviacco, B.
  • Journal of Wind Engineering and Industrial Aerodynamics, Vol. 51, Issue 1
  • DOI: 10.1016/0167-6105(94)90080-9

Placement of wind turbines using genetic algorithms
journal, February 2005


Interagent ties in team-based computational configuration design
journal, May 2004

  • Olson, Jesse T.; Cagan, Jonathan
  • Artificial Intelligence for Engineering Design, Analysis and Manufacturing, Vol. 18, Issue 2
  • DOI: 10.1017/S0890060404040107

Wind turbines type and number choice using combinatorial optimization
journal, September 2010


Assessing atmospheric stability and its impacts on rotor-disk wind characteristics at an onshore wind farm
journal, July 2011

  • Wharton, Sonia; Lundquist, Julie K.
  • Wind Energy, Vol. 15, Issue 4, p. 525-546
  • DOI: 10.1002/we.483

A-Design: An Agent-Based Approach to Conceptual Design in a Dynamic Environment
journal, October 1999

  • Campbell, Matthew I.; Cagan, Jonathan; Kotovsky, Kenneth
  • Research in Engineering Design, Vol. 11, Issue 3
  • DOI: 10.1007/s001630050013

Heuristic methods for wind energy conversion system positioning
journal, August 2004


Optimal positioning of wind turbines on Gökçeada using multi-objective genetic algorithm
journal, May 2010

  • Şişbot, Sedat; Turgut, Özgü; Tunç, Murat
  • Wind Energy, Vol. 13, Issue 4
  • DOI: 10.1002/we.339

A theoretical variation of the wind profile power-law exponent as a function of surface roughness and stability
journal, January 1979


Optimizing the arrangement and the selection of turbines for wind farms subject to varying wind conditions
journal, April 2013


Design of wind farm layout for maximum wind energy capture
journal, March 2010


New approach on optimization in placement of wind turbines within wind farm by genetic algorithms
journal, July 2010


Seeding evolutionary algorithms with heuristics for optimal wind turbines positioning in wind farms
journal, November 2011


Unrestricted wind farm layout optimization (UWFLO): Investigating key factors influencing the maximum power generation
journal, February 2012


An Extended Pattern Search Algorithm for Three-Dimensional Component Layout
journal, January 2000

  • Yin, Su; Cagan, Jonathan
  • Journal of Mechanical Design, Vol. 122, Issue 1
  • DOI: 10.1115/1.533550

Wind turbulence and atmospheric stability — Their effect on wind turbine output
journal, January 1999


Redefinition power curve for more accurate performance assessment of wind farms
journal, April 2000


Influence of Atmospheric Stability on Wind Turbine Power Performance Curves
journal, February 2006

  • Sumner, Jonathon; Masson, Christian
  • Journal of Solar Energy Engineering, Vol. 128, Issue 4
  • DOI: 10.1115/1.2347714

Software agents: an overview
journal, September 1996


Dependence of the exponent in power law wind profiles on stability and height interval
journal, January 1986


Optimization of wind farm turbines layout using an evolutive algorithm
journal, August 2010

  • González, Javier Serrano; Gonzalez Rodriguez, Angel G.; Mora, José Castro
  • Renewable Energy, Vol. 35, Issue 8, p. 1671-1681
  • DOI: 10.1016/j.renene.2010.01.010

Fatigue loads for wind turbines operating in wakes
journal, March 1999

  • Thomsen, Kenneth; Sørensen, Poul
  • Journal of Wind Engineering and Industrial Aerodynamics, Vol. 80, Issue 1-2
  • DOI: 10.1016/S0167-6105(98)00194-9