DocumentCode
728682
Title
A Mixed-Integer Linear Programming approach to wind farm layout and inter-array cable routing
Author
Fischetti, Martina ; Leth, John ; Borchersen, Anders Bech
Author_Institution
Oper. Res., DTU Manage., Lyngby, Denmark
fYear
2015
fDate
1-3 July 2015
Firstpage
5907
Lastpage
5912
Abstract
A Mixed-Integer Linear Programming (MILP) approach is proposed to optimize the turbine allocation and inter-array offshore cable routing. The two problems are considered with a two steps strategy, solving the layout problem first and then the cable problem. We give an introduction to both problems and present the MILP models we developed to solve them. To deal with interference in the onshore cases, we propose an adaptation of the standard Jensen´s model, suitable for 3D cases. A simple Stochastic Programming variant of our model allows us to consider different wind scenarios in the optimization. For the inter-array cable routing, we propose a new MILP model able to deal with different constraints arsing in practical application, such as capacity limitations, substation limitations and non-crossing constraints. Computational results on real-world instances prove the practical viability of the approach.
Keywords
integer programming; linear programming; network routing; offshore installations; power cables; power generation planning; power system simulation; stochastic programming; wind power plants; wind turbines; Jensen´s model; MILP models; interarray offshore cable routing; mixed-integer linear programming; stochastic programming; substation limitations; turbine allocation; wind farm layout; Adaptation models; Interference; Layout; Optimization; Substations; Wind turbines;
fLanguage
English
Publisher
ieee
Conference_Titel
American Control Conference (ACC), 2015
Conference_Location
Chicago, IL
Print_ISBN
978-1-4799-8685-9
Type
conf
DOI
10.1109/ACC.2015.7172266
Filename
7172266
Link To Document