Preprints
https://doi.org/10.5194/wes-2026-53
https://doi.org/10.5194/wes-2026-53
16 Mar 2026
 | 16 Mar 2026
Status: this preprint is currently under review for the journal WES.

A multi-stage methodology for wind park inter-array cabling: graph preparation, layout, and sizing

Bernardo Castro Valerio, Pieter M. O. Gebraad, Marc Cheah-Mane, Vinicius A. Lacerda, and Oriol Gomis-Bellmunt

Abstract. Inter-array grid optimisation plays a critical role in the technical and economic performance of wind parks and is typically divided into two primary tasks: layout length minimisation and conductor size selection. This work proposes the consideration of three primary tasks, beginning with graph preparation to account for terrain profiles, soft and hard exclusion zones, and export cables. Once a graph with viable connection pathways is established, a pathfinding mixed-integer linear formulation for radial arrays, subject to crossing constraints and a maximum number of turbines per string, is presented. This formulation can be adapted to user requirements to include a minimum number of turbines per string, as well as a methodology to determine the minimum number of substation connections required under irregular turbine distributions arising from terrain constraints. Conductor size selection is addressed through a linear approximation of the power flow, enabling the limitation of the number of conductor types used within the system. Pathfinding and conductor size selection may be combined within an integrated approach or implemented as a sequential algorithm to explore trade-offs between trenching and cabling costs. The proposed approaches are evaluated using current turbine ratings and the layouts of both onshore and offshore existing projects.

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Bernardo Castro Valerio, Pieter M. O. Gebraad, Marc Cheah-Mane, Vinicius A. Lacerda, and Oriol Gomis-Bellmunt

Status: open (until 13 Apr 2026)

Comment types: AC – author | RC – referee | CC – community | EC – editor | CEC – chief editor | : Report abuse
  • AC1: 'Comment on wes-2026-53', Bernardo Castro Valerio, 16 Mar 2026 reply
Bernardo Castro Valerio, Pieter M. O. Gebraad, Marc Cheah-Mane, Vinicius A. Lacerda, and Oriol Gomis-Bellmunt

Data sets

Code and data for Case Studies of: A multi-stage methodology for wind park inter-array cabling: graph preparation, layout, and sizing Bernardo Castro Valerio https://doi.org/10.5281/zenodo.18937429

Model code and software

pyflow acdc v0.5.1 Bernardo Castro Valerio https://github.com/CITCEA-UPC/pyflow_acdc

Bernardo Castro Valerio, Pieter M. O. Gebraad, Marc Cheah-Mane, Vinicius A. Lacerda, and Oriol Gomis-Bellmunt
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Latest update: 16 Mar 2026
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Short summary
Designing inter-array cable networks is a key challenge in wind farm development. This work proposes a methodology that combines graph-based routing with mixed-integer optimisation to determine cable layouts and conductor sizes while accounting for spatial constraints and electrical limits. Two strategies are investigated: an integrated optimisation and a sequential approach. The method is tested on layouts from existing offshore and onshore wind farms.
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