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Design Example: Design of an Irrigation Channel01:27

Design Example: Design of an Irrigation Channel

109
Trapezoidal channels are widely used in irrigation systems due to their cost-effectiveness and efficiency in conveying water. Trapezoidal channels feature a flat bottom and sloping sides, making them stable and easier to construct compared to other shapes. The bottom width and side slope ratio are determined based on the required flow capacity and site conditions. The side slope is kept gentle for unlined channels to prevent soil erosion.Hydraulic parameters in channel design include the flow...
109
Unsymmetric Loading of Thin-Walled Members: Problem Solving01:07

Unsymmetric Loading of Thin-Walled Members: Problem Solving

112
The shear center of a channel section with uniform thickness, height, and width, is determined by computing the shear force in the member and calculating the moments of inertia of the sections.
To compute the shear forces, find the shear flow at a specific distance from the endpoint using the vertical shear and the moment of inertia values. The total shear force on the flange is calculated by integrating the shear flow from one end of the flange to the other.
Next, calculate the moments of...
112
Factorial Design02:01

Factorial Design

13.0K
Factorial Analysis is an experimental design that applies Analysis of Variance (ANOVA) statistical procedures to examine a change in a dependent variable due to more than one independent variable, also known as factors. Changes in worker productivity can be reasoned, for example, to be influenced by salary and other conditions, such as skill level. One way to test this hypothesis is by categorizing salary into three levels (low, moderate, and high) and skills sets into two levels (entry level...
13.0K
Turbulent Flow: Problem Solving01:09

Turbulent Flow: Problem Solving

142
Carbonation is a process used to dissolve carbon dioxide gas in a liquid, commonly used in the production of carbonated beverages. Achieving efficient carbonation requires careful control of temperature, pressure, and flow conditions. By adjusting these parameters, carbonation efficiency can be maximized, producing a higher concentration of CO2 in the liquid.
Temperature is a key factor in CO2 solubility. In this case, the CO2 gas and the liquid are cooled to 20°C. Lower temperatures...
142
Bernoulli's Equation: Problem Solving01:16

Bernoulli's Equation: Problem Solving

1.3K
A Venturi meter is essential for measuring fluid flow rates in pipelines. It utilizes the relationship between fluid velocity and pressure described by Bernoulli's equation. When installed in a sewage system, the Venturi meter accurately determines the wastewater flow rate by measuring pressure differences.
The first step is to compute the cross-sectional areas of the pipe and the Venturi throat to analyze the pressure difference indicated by the pressure gauge. Next, the continuity...
1.3K
Angle of Twist: Problem Solving01:13

Angle of Twist: Problem Solving

285
An electric motor applies a torque of 700 N·m to an aluminum shaft, triggering a stable rotation. Two pulleys, B and C, are subjected to torques of 300 N·m and 400 N·m, respectively. The modulus of rigidity is provided as 25 GPa. With the knowledge of the length and diameter of each segment, the twist angle between the two pulleys can be computed. First, a section cut is made between pulleys B and C, and the cut cross-section is analyzed using a free-body diagram. Given that the...
285

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相关实验视频

Updated: Jul 12, 2025

Design and Optimization Strategies of a High-Performance Vented Box
14:23

Design and Optimization Strategies of a High-Performance Vented Box

Published on: June 9, 2023

1.2K

使用多目标优化NSGA-II进行三角形侧孔的最佳设计.

Mohd Danish1, Md Ayaz2

  • 1Civil Engineering Section, University Polytechnic, AMU, Aligarh, UP 202001, India

Water science and technology : a journal of the International Association on Water Pollution Research
|October 31, 2023
PubMed
概括

人工神经网络 (ANN) 准确地预测通过三角孔的放电,为传统方法提供了有效的替代方案. 一个新的优化模型可以同时最大化流量和速度.

科学领域:

  • 流体动力学 流体动力学
  • 工程应用工程应用.
  • 计算建模计算建模

背景情况:

  • 三角孔对于各种行业的流体计量和流量控制至关重要.
  • 现有的实证方程和计算流体动力学 (CFD) 在准确性和计算成本方面存在局限性.
  • 人工神经网络 (ANN) 是一个有希望的,有效的替代方案,用于预测孔径放电.

研究的目的:

  • 开发和评估人工神经网络 (ANN) 模型,用于预测通过三角孔的放电.
  • 使用ANN模型预测主通道下游速度.
  • 为设计参数优化引入一种新的混合多目标优化模型 (NSGA-II).

主要方法:

  • 开发人工神经网络 (ANN) 模型来预测放电和速度.
  • 对ANN模型性能与现有研究进行评估.
  • 实现NSGA-II算法用于多目标优化.

主要成果:

  • ANN模型在预测放电和下游速度方面表现出有效性.
  • 该研究验证了开发的ANN模型的性能.
  • NSGA-II模型成功地确定了最大限度地提高放电和速度的最佳设计参数.

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Generic Protocol for Optimization of Heterologous Protein Production Using Automated Microbioreactor Technology
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结论:

  • ANNs提供了一种可靠和有效的方法来预测通过三角孔的放电.
  • 混合NSGA-II模型为优化三角孔设计提供了一个强大的工具.
  • 这项研究提高了工程应用中流体流量预测的准确性和效率.