Jove
Visualize
联系我们
JoVE
x logofacebook logolinkedin logoyoutube logo
关于 JoVE
概览领导团队博客JoVE 帮助中心
作者
出版流程编辑委员会范围与政策同行评审常见问题投稿
图书馆员
用户评价订阅访问资源图书馆顾问委员会常见问题
研究
JoVE JournalMethods CollectionsJoVE Encyclopedia of Experiments存档
教育
JoVE CoreJoVE BusinessJoVE Science EducationJoVE Lab Manual教师资源中心教师网站
使用条款与条件
隐私政策
政策

相关概念视频

Mechanical Efficiency of Real Machines01:14

Mechanical Efficiency of Real Machines

1.2K
The mechanical efficiency of a machine is a fundamental concept that describes how effectively a machine can convert input work into output work. According to this concept, the efficiency of a machine is equal to the ratio of the output work to the input work. An ideal machine, meaning a machine that has no energy losses, has an efficiency of one. This implies that the input work and the output work are equal.
However, in reality, no machine can be truly ideal, and all of them experience some...
1.2K
Simplified Synchronous Machine Model01:30

Simplified Synchronous Machine Model

743
The Synchronous Machine Model is a fundamental tool in analyzing and ensuring the transient stability of power systems. This model simplifies the representation of a synchronous machine under balanced three-phase positive-sequence conditions, assuming constant excitation and ignoring losses and saturation. The model is pivotal for understanding the behavior of synchronous generators connected to a power grid, particularly during transient events.
In this model, each generator is connected to a...
743
Residual Stresses in Circular Shafts01:10

Residual Stresses in Circular Shafts

507
In materials that exhibit elastic and plastic behavior, known as elastoplastic materials, residual stresses can accumulate when these materials experience plastic deformation. This deformation arises from either high levels of shearing stress or significant strains. Residual stresses are internal stresses that persist within a material after removing the external force causing deformation. This phenomenon is demonstrated when observing the behavior of a shaft under torque; notably, the...
507
Multimachine Stability01:25

Multimachine Stability

539
Multimachine stability analysis is crucial for understanding the dynamics and stability of power systems with multiple synchronous machines. The objective is to solve the swing equations for a network of M machines connected to an N-bus power system.
In analyzing the system, the nodal equations represent the relationship between bus voltages, machine voltages, and machine currents. The nodal equation is given by:
539
PID Controller01:19

PID Controller

641
Proportional-Integral-Derivative (PID) controllers are widely used in various control systems to enhance stability and performance. In a thermostat, it adjusts heating or cooling based on the temperature difference between the actual and desired levels. They are often used in automotive speed systems, effectively managing sudden speed changes while maintaining a constant speed under varying conditions. On the other hand, PI controllers, commonly employed in voltage regulation, enhance stability...
641
Open and closed-loop control systems01:17

Open and closed-loop control systems

1.6K
Control systems are foundational elements in automation and engineering. They are broadly categorized into open-loop and closed-loop systems. These classifications hinge on the presence or absence of feedback mechanisms, significantly influencing the system's performance, complexity, and application.
An open-loop control system operates without feedback from the output. It consists of two primary elements: the controller and the controlled process. The controller receives an input signal...
1.6K

您也可能阅读

相关文章

通过共同作者、期刊和引用图与本文相关的文章。

排序
Same author

Design and Analysis of 5-DOF Compact Electromagnetic Levitation Actuator for Lens Control of Laser Cutting Machine.

Micromachines·2024
Same author

Vehicle Stability Analysis under Extreme Operating Conditions Based on LQR Control.

Sensors (Basel, Switzerland)·2022
Same author

Theoretical and Experimental Investigation of a Rotational Magnetic Couple Piezoelectric Energy Harvester.

Micromachines·2022
Same author

The ceRNA PVT1 inhibits proliferation of ccRCC cells by sponging miR-328-3p to elevate FAM193B expression.

Aging·2021
Same author

The short-term and long-term outcomes of indocyanine green tracer-guided laparoscopic radical gastrectomy in patients with gastric cancer.

World journal of surgical oncology·2021
Same author

Choledochoduodenostomy Versus Hepaticogastrostomy in Endoscopic Ultrasound-guided Drainage for Malignant Biliary Obstruction: A Meta-analysis and Systematic Review.

Surgical laparoscopy, endoscopy & percutaneous techniques·2021

相关实验视频

Updated: Jan 13, 2026

A Structured Rehabilitation Protocol for Improved Multifunctional Prosthetic Control: A Case Study
06:58

A Structured Rehabilitation Protocol for Improved Multifunctional Prosthetic Control: A Case Study

Published on: November 6, 2015

10.2K

根据多层感知器集成的贝叶斯式感知器优化电性能的刚度优化.

Xiaowei Dong1, Feng Sun1, Ye Li1

  • 1School of Mechanical Engineering, Shenyang University of Technology, Shenyang, 110870, China.

Scientific reports
|October 30, 2025
PubMed
概括

本研究介绍了一种混合多层感知器 (MLP) 和贝叶斯优化 (BO) 方法,用于电性能优化. 这种新方法显著提高了静态刚性,减少了变形,优于传统技术.

关键词:
贝叶斯优化的贝叶斯优化电动子 电动子多层的感知电子是多层的.性能优化优化 性能优化

更多相关视频

An Experimental Platform to Study the Closed-loop Performance of Brain-machine Interfaces
10:51

An Experimental Platform to Study the Closed-loop Performance of Brain-machine Interfaces

Published on: March 10, 2011

14.2K
A Human-machine-interface Integrating Low-cost Sensors with a Neuromuscular Electrical Stimulation System for Post-stroke Balance Rehabilitation
11:06

A Human-machine-interface Integrating Low-cost Sensors with a Neuromuscular Electrical Stimulation System for Post-stroke Balance Rehabilitation

Published on: April 12, 2016

10.9K

相关实验视频

Last Updated: Jan 13, 2026

A Structured Rehabilitation Protocol for Improved Multifunctional Prosthetic Control: A Case Study
06:58

A Structured Rehabilitation Protocol for Improved Multifunctional Prosthetic Control: A Case Study

Published on: November 6, 2015

10.2K
An Experimental Platform to Study the Closed-loop Performance of Brain-machine Interfaces
10:51

An Experimental Platform to Study the Closed-loop Performance of Brain-machine Interfaces

Published on: March 10, 2011

14.2K
A Human-machine-interface Integrating Low-cost Sensors with a Neuromuscular Electrical Stimulation System for Post-stroke Balance Rehabilitation
11:06

A Human-machine-interface Integrating Low-cost Sensors with a Neuromuscular Electrical Stimulation System for Post-stroke Balance Rehabilitation

Published on: April 12, 2016

10.9K

科学领域:

  • 机械工程 机械工程
  • 制造业 制造技术 制造技术
  • 计算工程 计算工程 计算工程

背景情况:

  • 电性能优化对于精密加工至关重要.
  • 传统方法面临着高维参数空间和非线性动态的挑战.
  • 现有的方法在复杂的优化任务中可能缺乏效率和准确性.

研究的目的:

  • 为优化电性能提出一种新的混合方法.
  • 模拟设计参数和性能指标之间的复杂关系.
  • 为了有效地确定最佳的电配置,以提高准确性和效率.

主要方法:

  • 多层感知器 (MLP) 的集成用于模拟非线性关系.
  • 贝叶斯优化 (BO) 的应用,用于高效的空间导航设计.
  • 使用ANSYS进行有限元模拟电应力和变形.

主要成果:

  • 确定了影响轴承应力变形的关键设计参数:悬架长度,支跨度和轴承刚度.
  • 与多目标遗传算法 (MOGA) 相比,静态刚度增加了25.7N/μm.
  • 减少了0.2微米的螺旋变形,证明了卓越的性能.

结论:

  • 拟议的MLP-BO框架提供了卓越的优化效率,准确性和全球搜索能力.
  • 这种混合方法为设计高性能电提供了宝贵的见解.
  • 该方法适用于其他需要复杂优化的精密制造系统.