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

Electro-mechanical Systems01:19

Electro-mechanical Systems

1.6K
Electromechanical systems are intricate configurations that effectively combine electrical and mechanical elements to achieve a desired outcome. Central to many of these systems is the DC motor, a device that converts electrical energy into mechanical motion, enabling various applications ranging from simple fans to complex robotic mechanisms.
A key component of the DC motor is the armature, a rotating circuit positioned within a magnetic field. As an electric current passes through the...
1.6K
Mechanical Systems01:22

Mechanical Systems

559
Mechanical systems are analogous to to electrical networks where springs and masses play similar roles to inductors and capacitors, respectively. A viscous damper in mechanical systems functions similarly to a resistor in electrical networks, dissipating energy. The forces acting on a mass in such systems include an applied force in the direction of motion, counteracted by forces from the spring, a viscous damper, and the mass's acceleration. This interplay of forces is mathematically...
559
Mechanistic Models: Compartment Models in Algorithms for Numerical Problem Solving01:29

Mechanistic Models: Compartment Models in Algorithms for Numerical Problem Solving

271
Mechanistic models play a crucial role in algorithms for numerical problem-solving, particularly in nonlinear mixed effects modeling (NMEM). These models aim to minimize specific objective functions by evaluating various parameter estimates, leading to the development of systematic algorithms. In some cases, linearization techniques approximate the model using linear equations.
In individual population analyses, different algorithms are employed, such as Cauchy's method, which uses a...
271
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
Modeling and Similitude01:12

Modeling and Similitude

598
Scaled modeling is a fundamental technique in engineering, enabling the study of large and complex systems by creating smaller, manageable replicas that recreate critical characteristics of the original. In hydrology and civil infrastructure, for example, scaled models of dams help analyze water flow, turbulence, and pressure. This method allows for accurate predictions of real-world behavior within a controlled environment, significantly reducing the cost and time involved in full-scale...
598
Multi-input and Multi-variable systems01:22

Multi-input and Multi-variable systems

378
Cruise control systems in cars are designed as multi-input systems to maintain a driver's desired speed while compensating for external disturbances such as changes in terrain. The block diagram for a cruise control system typically includes two main inputs: the desired speed set by the driver and any external disturbances, such as the incline of the road. By adjusting the engine throttle, the system maintains the vehicle's speed as close to the desired value as possible.
In the absence of...
378

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

Using Worker Position Data for Human-Driven Decision Support in Labour-Intensive Manufacturing.

Sensors (Basel, Switzerland)·2023
Same author

Rethinking the foam cosmesis for people with lower limb absence.

Prosthetics and orthotics international·2017
Same author

Satisfaction with cosmesis and priorities for cosmesis design reported by lower limb amputees in the United Kingdom: instrument development and results.

Prosthetics and orthotics international·2013
查看所有相关文章

相关实验视频

Updated: Jan 11, 2026

Augmenting Large Language Models via Vector Embeddings to Improve Domain-Specific Responsiveness
03:14

Augmenting Large Language Models via Vector Embeddings to Improve Domain-Specific Responsiveness

Published on: December 6, 2024

1.0K

麦克拉格 (MechRAG):一种用于机械工程的多式联运大型语言模型.

Shuang Li1, Jonathan Corney2

  • 1School of Engineering, University of Edinburgh, Edinburgh, UK. sli63@ed.ac.uk.

Communications engineering
|November 11, 2025
PubMed
概括
此摘要是机器生成的。

机械检索增强生成 (MechRAG) 通过使用多式联网大型语言模型统一各种工程数据. 这种人工智能提高了工程师的生产力,并改变了设计和制造工作流程.

更多相关视频

Constructing and Visualizing Models using Mime-based Machine-learning Framework
06:19

Constructing and Visualizing Models using Mime-based Machine-learning Framework

Published on: July 22, 2025

2.3K
Author Spotlight: Advancing Large-Scale Neural Dynamics Through HD-MEA Technology
09:44

Author Spotlight: Advancing Large-Scale Neural Dynamics Through HD-MEA Technology

Published on: March 8, 2024

5.7K

相关实验视频

Last Updated: Jan 11, 2026

Augmenting Large Language Models via Vector Embeddings to Improve Domain-Specific Responsiveness
03:14

Augmenting Large Language Models via Vector Embeddings to Improve Domain-Specific Responsiveness

Published on: December 6, 2024

1.0K
Constructing and Visualizing Models using Mime-based Machine-learning Framework
06:19

Constructing and Visualizing Models using Mime-based Machine-learning Framework

Published on: July 22, 2025

2.3K
Author Spotlight: Advancing Large-Scale Neural Dynamics Through HD-MEA Technology
09:44

Author Spotlight: Advancing Large-Scale Neural Dynamics Through HD-MEA Technology

Published on: March 8, 2024

5.7K

科学领域:

  • 多式联络AI 多式联络AI
  • 工程设计与制造 工程设计与制造
  • 计算机辅助工程 (CAE) 和设计 (CAD)

背景情况:

  • 工程活动涉及产品生命周期各个阶段的各种数据.
  • 当前的数字格式造成了分离,限制了跨领域的整合.
  • 专业应用程序限制了现有数据格式的使用.

研究的目的:

  • 介绍MechRAG,一个多式大型语言模型架构.
  • 从多个工程表示中统一信息.
  • 提高生产率并改变工程工作流程.

主要方法:

  • 开发了一种名为MechRAG的多式大型语言模型架构.
  • 来自计算机辅助工程和计算机辅助设计环境的综合数据.
  • 使用检索增强生成来增强推理.

主要成果:

  • 在数据管理和分类任务中,MechRAG 实现了高精度.
  • 该模型有效地在主观上下文中复制工程师级推理.
  • 证明了多样化的工程表示的成功统一.

结论:

  • 通过对话式接口,MechRAG提高了工程生产率.
  • 在设计和制造中促进更具交互性的范式.
  • 在整个产品生命周期中推动变革性工作流程.