LAPSE:2023.26532
Published Article
LAPSE:2023.26532
Two-Objective Optimization of a Kaplan Turbine Draft Tube Using a Response Surface Methodology
Riccardo Orso, Ernesto Benini, Moreno Minozzo, Riccardo Bergamin, Andrea Magrini
April 3, 2023
Abstract
The overall cost of a hydropower plant is mainly due to the expenses of civil works, mechanical equipment (turbine and control units) and electrical components. The goal of a new draft tube design is to obtain a geometry that reduces investment costs, especially the excavation ones, but the primary driver is to increase overall machine efficiency, allowing for a reduced payback time. In the present study, an optimization study of the elbow-draft tube assembly of a Kaplan turbine was conducted. First, a CFD model for the complete turbine was developed and validated. Next, an optimization of the draft tube alone was performed using a design of experiments technique. Finally, several optimum solutions for the draft tube were obtained using a response surface technique aiming at maximizing pressure recovery and minimizing flow losses. A selection of optimized geometries was subsequently post-checked using the validated model of the entire turbine, and a detailed flow analysis on the obtained results made it possible to provide insights into the improved designs. It was observed that efficiency could be improved by 1% (in relative terms), and the mechanical power increased by 1.8% (in relative terms) with respect to the baseline turbine.
Keywords
CFD analysis, DOE, draft tube optimization, Kaplan turbine, response surface
Suggested Citation
Orso R, Benini E, Minozzo M, Bergamin R, Magrini A. Two-Objective Optimization of a Kaplan Turbine Draft Tube Using a Response Surface Methodology. (2023). LAPSE:2023.26532
Author Affiliations
Orso R: Department of Industrial Engineering, University of Padua, Via Venezia 1, 35131 Padua, Italy
Benini E: Department of Industrial Engineering, University of Padua, Via Venezia 1, 35131 Padua, Italy [ORCID]
Minozzo M: ZECO S.r.l., via Astico 52/c, 36030 Fara Vicentino, Italy
Bergamin R: ZECO S.r.l., via Astico 52/c, 36030 Fara Vicentino, Italy [ORCID]
Magrini A: Department of Industrial Engineering, University of Padua, Via Venezia 1, 35131 Padua, Italy [ORCID]
Journal Name
Energies
Volume
13
Issue
18
Article Number
E4899
Year
2020
Publication Date
2020-09-18
ISSN
1996-1073
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Original Submission
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PII: en13184899, Publication Type: Journal Article
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LAPSE:2023.26532
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https://doi.org/10.3390/en13184899
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