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Updated: Jun 28, 2026

Automated Robotic Liquid Handling Assembly of Modular DNA Devices
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基于数字双胞胎的可重新配置机器人组装单元的动态布局优化多代理合作群学习

Likun Wang1, Zi Wang1, Kevin Gumma1

  • 1Centre for Aerospace Manufacturing, University of Nottingham, Advanced Manufacturing Building, Nottingham, Nottinghamshire NG7 2GX UK.

Journal of intelligent manufacturing
|May 22, 2025
PubMed
概括

一个新的多代理合作群学习框架优化了使用3D数字双胞胎进行重新配置的机器人组装单元布局. 这种方法显著减少了布局尺寸,生产时间和重新排列成本,同时确保可行的机器人路径.

关键词:
合作学习学习合作学习.数字双胞胎 数字双胞胎 数字双胞胎多代理系统多代理系统可重新配置的制造系统.集群优化对集群进行优化.

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The first step to solving a two-dimensional force system problem is to draw a free-body diagram of the object under consideration. This diagram helps identify all the external forces acting on the object, including their...
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A three-dimensional force system refers to a scenario in which three forces act simultaneously in three different directions. This type of problem is commonly encountered in physics and engineering, where it is necessary to calculate the resultant force on the system, which can then be used to predict or analyze the behavior of the object or structure under consideration.
To solve a three-dimensional force system, first resolve each force into its respective scalar components. Do this using...
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Distributed Loads: Problem Solving

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A Y-connected synchronous generator, grounded through a neutral impedance, is designed to produce balanced internal phase voltages with only positive-sequence components. The generator's sequence networks include a source voltage that is exclusively in the positive-sequence network. The sequence components of line-to-ground voltages at the generator terminals illustrate this configuration.
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