A reduced order data-driven method for resistance prediction and shape optimization of hull vane

Çelik C., Danışman D. B., Khan S., Kaklis P.

OCEAN ENGINEERING, vol.235, 2021 (SCI-Expanded) identifier identifier

  • Publication Type: Article / Article
  • Volume: 235
  • Publication Date: 2021
  • Doi Number: 10.1016/j.oceaneng.2021.109406
  • Journal Indexes: Science Citation Index Expanded (SCI-EXPANDED), Scopus, Academic Search Premier, PASCAL, Aerospace Database, Applied Science & Technology Source, Aquatic Science & Fisheries Abstracts (ASFA), Communication Abstracts, Computer & Applied Sciences, Environment Index, ICONDA Bibliographic, INSPEC, Metadex, Civil Engineering Abstracts
  • Keywords: Hull vane, Stern foil, Principal component analysis, Machine learning, Artificial neural network, Optimization, ARTIFICIAL NEURAL-NETWORKS, DESIGN, PERFORMANCE, DIMENSIONALITY, SIMULATIONS, REDUCTION
  • Istanbul Technical University Affiliated: Yes


Hull Vane (HV) is an energy-saving appendage introduced by Hull Vane BV company to reduce total ship resistance. Shapewise, HV is a hydrofoil wing transversely fixed at the transom bottom of the hull.