Application of a central composite face-centered design in the optimization of an Archimedean hydrokinetic turbine

Currently, in the literature, there are no general guidelines for the optimal hydraulic design of Archimedean screw turbines (AST) used in hydrokinetic applications. Therefore, this study is aiming at selecting the most significant geometric factors, such as the diameter ratio between the inner (��) and the outer (��) diameters (i.e., ��/��), the axle length (�) and the blade stride (�), influencing the AST performance by using a central composite face-centered (CCF) experimental design combined with the response surface methodology (RSM). The statistical analysis of variance (ANOVA) test identified with a significance level of 0.05 that the most significant variables on the performance of the turbine were � and ��/��. The AST efficiency was evaluated by means of the power coefficient (��), which was calculated by means of computational fluid dynamics (CFD) methods coupled with the 6-degrees of freedom (6-DoF) approach. The second-order polynomial model was used to predict the �� and the coefficient of determination (�2) was found to be 97.4%. Key words. 6-DoF, response surface methodology, Archimedean screw hydrokinetic turbine, central composite design, numerical optimization.

• Autores: Betancour Osorio, Johan Slayton; Velásquez García, Laura Isabel; Jaramillo Zapata, Leyla Yamile; Chica Arrieta, Edwin Lenin; Rubio Clemente, Ainhoa
• Tipo de recurso: Article of investigation
• Fecha de publicación: 2021
• Institución: Tecnológico de Antioquia
• Repositorio: Repositorio Tdea
• Idioma: eng
• OAI Identifier: oai:dspace.tdea.edu.co:tdea/2676
• Acceso en línea: https://dspace.tdea.edu.co/handle/tdea/2676
• Palabra clave: 6-DoF; Archimedean screw hydrokinetic turbine; Central composite design; Response surface methodology; numerical optimization.
• Rights: openAccess
• License: http://purl.org/coar/access_right/c_abf2