Configuration optimization and global sensitivity analysis of Ground- Gen and Fly-Gen Airborne Wind Energy Systems

RENEWABLE ENERGY

卷:178

Article

Trevisi, Filippo^1,2  McWilliam, Michael¹  Gaunaa, Mac¹ 

[1] DTU Wind Energy, Frederiksborgvej 399, DK-4000 Roskilde, Denmark

[2] Politecn Milan, Dept Aerosp Sci & Technol, Via Masa 34, I-20156 Milan, Italy

关键词: AWES;    Configuration optimization;    Global sensitivity analysis;    Uncertainty quantification;    Sobol indices;   

DOI  :  10.1016/j.renene.2021.06.011

来源: Elsevier

【 摘 要 】

This paper presents an analysis and optimization of Airborne Wind Energy Systems (AWESs), designed to maximize the Annual Energy Production (AEP) and, in the second part, the economic profit. A gradient based optimization algorithm is used to perform the preliminary design of the main AWES sub-systems. A global sensitivity analysis is carried out to study how the design process, represented by the optimization problem, is influenced by aleatory and epistemic uncertainties. In particular, Ground-Gen and Fly Gen AWESs are studied with a unified model to allow for a quantitative comparison. In the first part of the work, an ideal hybrid AWES design with ground and on-board power generation is considered. With this approach, the common characteristics of Ground-Gen and Fly-Gen AWES designs that maximize AEP are found. In the second part, Ground-Gen and Fly-Gen AWES optimal economic designs are analyzed individually. It is found that a fully developed AWES has strong potential to be highly competitive in the energy market, by providing cheap renewable energy. Fly-Gen AWESs are found to be slightly more profitable than Ground-Gen if the airborne unit is not replaced often. The main physical and economical characteristics of optimal designs are highlighted. (c) 2021 Elsevier Ltd. All rights reserved.

【 授权许可】

Free