Closed-loop two-stage stochastic optimization of offshore wind farm collection system

J.A. Pérez-Rúa, S. Lumbreras, A. Ramos, N. A. Cutululis

The Science of Making Torque from Wind - TORQUE 2020, Delft (Países Bajos). 28 septiembre - 02 octubre 2020

Resumen:
A two-stage stochastic optimization model for the design of the closed-loop cable layout of an Offshore Wind Farm (OWF) is presented. The model consists on a Mixed Integer Linear Program (MILP) with scenario numeration incorporation to account for both wind power and cable failure stochasticity. The objective function supports simultaneous optimization of: (i) Initial investment (network topology and cable sizing), (ii) Total electrical power losses costs, and (iii) Reliability costs due to energy curtailment from cables failures. The mathematical optimization program is embedded in an iterative framework called PCI (Progressive Contingency Incorporation), in order to simplify the full problem while still including its global optimum. The applicability of the method is demonstrated by application to a realworld instance. The results show the functionality of the model in quantifying the economic profitability when applying stochastic optimization compared to a deterministic approach, given certain values of cables failure parameters.

DOI: https://doi.org/10.1088/1742-6596/1618/4/042031

Publicado en Journal of Physics: Conference Series, vol: 1618, pp: 042031-1/042031-10, ISSN: 1742-6588

Fecha de publicación: 2020-09-28.

Cita:
J.A. Pérez-Rúa, S. Lumbreras, A. Ramos, N. A. Cutululis, Closed-loop two-stage stochastic optimization of offshore wind farm collection system, The Science of Making Torque from Wind - TORQUE 2020, Delft (Países Bajos). 28 septiembre - 02 octubre 2020. En: Journal of Physics: Conference Series, vol. 1618. Small Wind and Developing Countries, ISSN: 1742-6588