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相关概念视频

Wind Turbine Machine Models01:24

Wind Turbine Machine Models

106
In the growing field of wind energy, incorporating wind turbine models into transient stability analysis is essential. Induction and synchronous machines are the primary models used, with induction machines being prevalent due to their simplicity and reliability.
Induction machines interact through the rotating magnetic field generated by the stator and the rotor. The key parameter is slip, which is the difference between synchronous speed and rotor speed relative to synchronous speed. Slip is...
106
Turbulent Flow: Problem Solving01:09

Turbulent Flow: Problem Solving

95
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...
95
Uniform Depth Channel Flow: Problem Solving01:18

Uniform Depth Channel Flow: Problem Solving

58
To calculate the flow rate for a trapezoidal channel, first, identify the bottom width, side slope, and flow depth of the channel. The cross-sectional area (A) corresponding to the depth of flow (y), channel bottom width (B), and side slope (θ) is determined by:Next, calculate the wetted perimeter, which includes the bottom width and the sloped side lengths in contact with the water. Using the values of the cross-sectional area and the wetted perimeter, determine the hydraulic radius by...
58
Design Example: Calculating Safe Diameter for Wind-Exposed Disc01:17

Design Example: Calculating Safe Diameter for Wind-Exposed Disc

41
Assessing safety in wind-exposed installations is crucial to preventing potential failures. This example explores the calculation and design adjustments needed to mount a circular disc on a building facade, where wind forces are a primary concern. A 4-meter diameter disc was initially designed as an aesthetic feature facing winds at a velocity of 25 meters per second, with an air density of 1.25 kilograms per cubic meter. Given these conditions, the drag force on the disc was determined using...
41
Laminar and Turbulent Flow01:07

Laminar and Turbulent Flow

8.4K
Fluid dynamics is the study of fluids in motion. Velocity vectors are often used to illustrate fluid motion in applications like meteorology. For example, wind—the fluid motion of air in the atmosphere—can be represented by vectors indicating the speed and direction of the wind at any given point on a map. Another method for representing fluid motion is a streamline. A streamline represents the path of a small volume of fluid as it flows. When the flow pattern changes with time, the...
8.4K
Plane Potential Flows01:23

Plane Potential Flows

369
Plane potential flows simplify fluid motion by assuming the fluid to be irrotational and incompressible. These characteristics allow these flows to be described by a velocity potential function, ϕ, representing the flow speed in a given direction, and a stream function, ψ, that visualizes the flow path, both governed by Laplace's equation. These parameters help in estimating flow patterns, velocity distributions, and pressure fields around various hydraulic structures.
Uniform...
369

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相关实验视频

Updated: Jun 5, 2025

Measurements of Waves in a Wind-wave Tank Under Steady and Time-varying Wind Forcing
08:54

Measurements of Waves in a Wind-wave Tank Under Steady and Time-varying Wind Forcing

Published on: February 13, 2018

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以物理为导向的深度学习,用于熟练的风波建模.

Xinxin Wang1,2,3, Haoyu Jiang1,2,3

  • 1College of Life Sciences and Oceanography, Shenzhen University, Shenzhen, China.

Science advances
|December 4, 2024
PubMed
概括
此摘要是机器生成的。

一个新的深度学习波浪模型使用历史风数据准确地预测了重要的波浪高度. 这种人工智能方法比海洋研究的传统数值波模型更快,更有效.

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Experimental Investigation of the Flow Structure over a Delta Wing Via Flow Visualization Methods
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Cortical Bone Assessment Using Ultrasonic Guided Waves: A Reproducibility Study in a Healthy Population
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相关实验视频

Last Updated: Jun 5, 2025

Measurements of Waves in a Wind-wave Tank Under Steady and Time-varying Wind Forcing
08:54

Measurements of Waves in a Wind-wave Tank Under Steady and Time-varying Wind Forcing

Published on: February 13, 2018

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Experimental Investigation of the Flow Structure over a Delta Wing Via Flow Visualization Methods
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Experimental Investigation of the Flow Structure over a Delta Wing Via Flow Visualization Methods

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科学领域:

  • 海洋学 海洋学 海洋学
  • 计算流体动力学的流体动力学.
  • 人工智能的人工智能

背景情况:

  • 精确的海面风波建模对于海洋学和工程学至关重要.
  • 当前的数值波模型虽然准确,但在计算上是密集的,并且在表示波谱演变方面存在局限性.

研究的目的:

  • 开发一种新的基于深度学习的波浪模型,用于预测显著的波浪高度.
  • 为了克服传统的数值波模型的计算成本和物理表示限制.

主要方法:

  • 一个深度学习模型被训练使用观察合并波的后投.
  • 该模型直接预测显著的波高度,绕过复杂的波谱信息.
  • 基于物理学的特征工程指导模型,考虑了当地和远程风的影响.

主要成果:

  • 人工智能波浪模型比最先进的数值模型取得了更高的准确性.
  • 它可以在个人电脑上在30分钟内以0.5° × 0.5° × 1小时的分辨率模拟1年的全球显著波高.

结论:

  • 深度学习为海面风波建模提供了一个计算效率高,准确的替代方案.
  • 这种人工智能方法显著降低了波浪预测的复杂性和资源需求.