2017
DOI: 10.24200/sci.2017.4270
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Estimation of scour downstream of a ski-jump bucket using the multivariate adaptive regression splines

Abstract: Abstract. In this paper, modeling the scour downstream of a ip bucket of spillways was considered using empirical formulas, soft computing techniques such as multilayer perceptron (MLP) neural network, and Multivariate Adaptive Regression Splines (MARS). For this purpose, 95 data sets were collected with regard to the most a ective parameters on the scouring phenomena at downstream of spillways. During the MLP model development, it was found that the two transfer functions, such as log-sigmoid and radial basis… Show more

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Cited by 15 publications
(6 citation statements)
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“…Multiple design variables can be subjectively selected for optimization. After the optimization, the size of some flip buckets are hardly able to influence the objective function [29][30][31][32]. is indicates that the height of the flip bucket is related to different arc angles.…”
Section: Discussion Of the Relationship Between The Size Of The Flip mentioning
confidence: 99%
“…Multiple design variables can be subjectively selected for optimization. After the optimization, the size of some flip buckets are hardly able to influence the objective function [29][30][31][32]. is indicates that the height of the flip bucket is related to different arc angles.…”
Section: Discussion Of the Relationship Between The Size Of The Flip mentioning
confidence: 99%
“…Запропоновані параметри пози тіла лижника є інформативними для оцінки ефективності стійки на початку відштовхування юних лижників-стрибунів. Отримані дані доповнюють відомості про ефективність використання методів моделювання в лижному спорті Chardonnens, Favre, Cuendet, Gremion and Aminian (2013), Goyal and Ojha (2011), Haghiabi (2017).…”
Section: дискусіяunclassified
“…The velocity of the flow on the spillway's chute is very high, which increases the risk of cavitation as well as scouring downstream of the spillway. Spreading downstream scour to the toe of the spillway may damage the dam body (Nou et al 2021;Ghaderi et al 2020b;Haghiabi 2017;Samadi et al 2015). One of the effective ways to dissipate the energy of the flow passing through the spillway's chute is to step its surface (Parsaie and Haghiabi 2019a), which both cause energy dissipation and increase the aeration of the flow (Parsaie and Haghiabi 2019c).…”
Section: Introductionmentioning
confidence: 99%