Introducing a design procedure for Archimedes Screw Turbine based on optimization algorithm
Archimedes screw turbines have gained popularity in generating power from flowing water. One aspect that hasn't been considered yet is optimizing those parameters that are considered assumptions in the prediction models. In this research, a simple procedure was introduced to design an appropria...
| Main Authors: | , , , , , |
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| Format: | Article |
| Language: | English English |
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Elsevier
2023
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| Online Access: | http://umpir.ump.edu.my/id/eprint/38403/ http://umpir.ump.edu.my/id/eprint/38403/1/Introducing%20a%20design%20procedure%20for%20Archimedes%20Screw%20Turbine.pdf http://umpir.ump.edu.my/id/eprint/38403/2/Introducing%20a%20design%20procedure%20for%20Archimedes%20Screw%20Turbine%20based%20on%20optimization%20algorithm_ABS.pdf |
| _version_ | 1848825499990622208 |
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| author | Kazem, Shahverdi Gholamhassan, Najafi Rizalman, Mamat Mohd Fairusham, Ghazali A.S., EI-Shafy Mohamed, Mousa |
| author_facet | Kazem, Shahverdi Gholamhassan, Najafi Rizalman, Mamat Mohd Fairusham, Ghazali A.S., EI-Shafy Mohamed, Mousa |
| author_sort | Kazem, Shahverdi |
| building | UMP Institutional Repository |
| collection | Online Access |
| description | Archimedes screw turbines have gained popularity in generating power from flowing water. One aspect that hasn't been considered yet is optimizing those parameters that are considered assumptions in the prediction models. In this research, a simple procedure was introduced to design an appropriate Archimedes screw turbine for a given site using a prediction model and an optimization model. First, the mathematical efficiency prediction model of Archimedes screw turbines was developed and validated with experimental and real-world Archimedes screw turbine data. Then, the grey wolves optimization algorithm was developed to be used as an actual engineering application, sensitively analyzed, and coupled with the prediction model. The prediction models were evaluated. The model convergence was investigated, and then, the optimization parameters were found to get maximum efficiency. The results revealed that the optimum number of iterations and grey wolves are 200 and five, respectively. Also, the best values for the inner diameter to the outer diameter ratio, the pitch to the outer diameter ratio, tilt angle, and blade number were found in ranges: 0.43–0.56, 1–1.2, 20–22.5, and 2–4, respectively. |
| first_indexed | 2025-11-15T03:29:54Z |
| format | Article |
| id | ump-38403 |
| institution | Universiti Malaysia Pahang |
| institution_category | Local University |
| language | English English |
| last_indexed | 2025-11-15T03:29:54Z |
| publishDate | 2023 |
| publisher | Elsevier |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | ump-384032023-08-24T06:52:30Z http://umpir.ump.edu.my/id/eprint/38403/ Introducing a design procedure for Archimedes Screw Turbine based on optimization algorithm Kazem, Shahverdi Gholamhassan, Najafi Rizalman, Mamat Mohd Fairusham, Ghazali A.S., EI-Shafy Mohamed, Mousa T Technology (General) TA Engineering (General). Civil engineering (General) TJ Mechanical engineering and machinery TL Motor vehicles. Aeronautics. Astronautics Archimedes screw turbines have gained popularity in generating power from flowing water. One aspect that hasn't been considered yet is optimizing those parameters that are considered assumptions in the prediction models. In this research, a simple procedure was introduced to design an appropriate Archimedes screw turbine for a given site using a prediction model and an optimization model. First, the mathematical efficiency prediction model of Archimedes screw turbines was developed and validated with experimental and real-world Archimedes screw turbine data. Then, the grey wolves optimization algorithm was developed to be used as an actual engineering application, sensitively analyzed, and coupled with the prediction model. The prediction models were evaluated. The model convergence was investigated, and then, the optimization parameters were found to get maximum efficiency. The results revealed that the optimum number of iterations and grey wolves are 200 and five, respectively. Also, the best values for the inner diameter to the outer diameter ratio, the pitch to the outer diameter ratio, tilt angle, and blade number were found in ranges: 0.43–0.56, 1–1.2, 20–22.5, and 2–4, respectively. Elsevier 2023-02 Article PeerReviewed pdf en http://umpir.ump.edu.my/id/eprint/38403/1/Introducing%20a%20design%20procedure%20for%20Archimedes%20Screw%20Turbine.pdf pdf en http://umpir.ump.edu.my/id/eprint/38403/2/Introducing%20a%20design%20procedure%20for%20Archimedes%20Screw%20Turbine%20based%20on%20optimization%20algorithm_ABS.pdf Kazem, Shahverdi and Gholamhassan, Najafi and Rizalman, Mamat and Mohd Fairusham, Ghazali and A.S., EI-Shafy and Mohamed, Mousa (2023) Introducing a design procedure for Archimedes Screw Turbine based on optimization algorithm. Energy for Sustainable Development, 72. pp. 162-172. ISSN 0973-0826. (Published) https://doi.org/10.1016/j.esd.2022.12.004 https://doi.org/10.1016/j.esd.2022.12.004 |
| spellingShingle | T Technology (General) TA Engineering (General). Civil engineering (General) TJ Mechanical engineering and machinery TL Motor vehicles. Aeronautics. Astronautics Kazem, Shahverdi Gholamhassan, Najafi Rizalman, Mamat Mohd Fairusham, Ghazali A.S., EI-Shafy Mohamed, Mousa Introducing a design procedure for Archimedes Screw Turbine based on optimization algorithm |
| title | Introducing a design procedure for Archimedes Screw Turbine based on optimization algorithm |
| title_full | Introducing a design procedure for Archimedes Screw Turbine based on optimization algorithm |
| title_fullStr | Introducing a design procedure for Archimedes Screw Turbine based on optimization algorithm |
| title_full_unstemmed | Introducing a design procedure for Archimedes Screw Turbine based on optimization algorithm |
| title_short | Introducing a design procedure for Archimedes Screw Turbine based on optimization algorithm |
| title_sort | introducing a design procedure for archimedes screw turbine based on optimization algorithm |
| topic | T Technology (General) TA Engineering (General). Civil engineering (General) TJ Mechanical engineering and machinery TL Motor vehicles. Aeronautics. Astronautics |
| url | http://umpir.ump.edu.my/id/eprint/38403/ http://umpir.ump.edu.my/id/eprint/38403/ http://umpir.ump.edu.my/id/eprint/38403/ http://umpir.ump.edu.my/id/eprint/38403/1/Introducing%20a%20design%20procedure%20for%20Archimedes%20Screw%20Turbine.pdf http://umpir.ump.edu.my/id/eprint/38403/2/Introducing%20a%20design%20procedure%20for%20Archimedes%20Screw%20Turbine%20based%20on%20optimization%20algorithm_ABS.pdf |