Abstract

The velocity profile of an open channel is an important research topic in the context of open channel hydraulics; in particular, the velocity-dip position has drawn the attention of hydraulic scientists. In this study, analytical expressions for the velocity-dip position over the entire cross section and at the centerline of a rectangular open channel are derived by adopting probability methods based on the Tsallis and general index entropy theories. Two kinds of derived entropy-based expressions have the same mathematical form as a function of the lateral distance from the sidewall of the channel or of the aspect ratio of the channel. Furthermore, for the velocity-dip position over the entire cross section of the rectangular open channel, the derived expressions are compared with each other, as well as with two existing deterministic models and the existing Shannon entropy-based expression, using fifteen experimental datasets from the literature. An error analysis shows that the model of Yang et al. and the Tsallis entropy-based expression predict the lateral distribution of the velocity-dip position better than the other proposed models. For the velocity-dip position at the centerline of the rectangular open channel, six existing conventional models, the derived Tsallis and general index entropy-based expressions, and the existing Shannon entropy-based models are tested against twenty-one experimental datasets from the literature. The results show that the model of Kundu and the Shannon entropy-based expression have superior prediction accuracy with respect to experimental data compared with other models. With the exception of these models, the Tsallis entropy-based expression has the highest correlation coefficient value and the lowest root mean square error value for experimental data among the other models. This study indicates that the Tsallis entropy could be a good addition to existing deterministic models for predicting the lateral distribution of the velocity-dip position of rectangular open channel flow. This work also shows the potential of entropy-based expressions, the Shannon entropy and the Tsallis entropy in particular, to predict the velocity-dip position at the centerline of both narrow and wide rectangular open channels.

Highlights

  • The velocity distribution in an open channel turbulent flow plays an important role in evaluating the mean and maximum velocity, flow discharge, and shear stress across the channel and the sedimentEntropy 2020, 22, 605; doi:10.3390/e22060605 www.mdpi.com/journal/entropyThe velocity distribution in an open channel turbulent flow plays an important role in evaluating the mean and maximum velocity, flow discharge, and shear stress across the channel and the sediment transport rate (e.g., [1,2,3])

  • This study only focuses on the rectangular open channel flows

  • This indicates that the Tsallis entropy-based expression could be a good addition to the existing deterministic model for predicting the lateral distribution of the velocity-dip position over the entire cross section of open channel flow

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Summary

Introduction

The velocity distribution in an open channel turbulent flow plays an important role in evaluating the mean and maximum velocity, flow discharge, and shear stress across the channel and the sediment. Models have describe the relationship between the Pu velocity-dip position at the These of studies havechannel provided methods the position of in thethe maximum centerline the open andeffective the aspect ratio offor thepredicting channel, including those works of longitudinal over the[14], entire cross section and atetthe open. The centerline longitudinal velocity overthe thevelocity-dip entire cross section at the of open channel ofKundu open channel flow These works motivate us to explore the possibility of using two more general [9], Kundu [12], and Kundu and Ghoshal [23] adopted the probability method based on entropy theories, Tsallis entropythe andvelocity-dip general index entropy,across to predict the velocity-dip position over. Conventional Model and Entropy-Based Expression for Determining the Velocity-Dip Position

Conventional Model for Velocity-Dip Position
Entropy-Based Expression for Velocity-Dip Position
Tsallis Entropy for the Velocity-Dip Position
General Index Entropy for the Velocity-Dip Position
Shannon Entropy for the Velocity-Dip Position
Reparameterization of Two Kinds of Entropy-Based Models
Collected
Error Estimation
For the Entire Cross Section of the Open Channel
At the Centerline of the Open Channel
Comparison
Physical Interpretation
Concludingwith
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