科研论文


基于多智能体深度强化学习求解分布式异构作业车间动态调度问题

Published in 计算机集成制造系统, 2025

本文中主要提出了MAD3QN强化学习方法解决智能调度中考虑工件动态插入及转移时间的分布式异构作业车间场景下的问题

Recommended citation: 王丽君,王成广,李相阳,等.基于多智能体深度强化学习求解分布式异构作业车间动态调度问题[J/OL].计算机集成制造系统,1-19[2025-02-26].https://doi.org/10.13196/j.cims.2024.0602.
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Enhancing Collaborative PHM of Complex Equipment: A MBSE Approach for PEMFC Health Management Systems

Published in International Journal of Hydrogen Energy, 2024

本文针对含自愈的复杂装备,使用MBSE方法构建了数字孪生驱动的健康运维体系,并以PEMFC为例进行实践域分析。

Recommended citation: Wang L, Li X, Wang C, et al. Enhancing Collaborative PHM of Complex Equipment: A MBSE Approach for PEMFC Health Management Systems[J]. International Journal of Hydrogen Energy, 2024, 94: 1361-1373
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A method for predicting remaining useful life using enhanced Savitzky–Golay filter and improved deep learning framework

Published in Scientific Reports, 2024

本文提出了一种改进SG方法与多尺度多通道的深度学习框架,并对装备的剩余寿命进行预测。

Recommended citation: Li X., Wang L., Wang C., Ma, X., et al. A method for predicting remaining useful life using enhanced Savitzky–Golay filter and improved deep learning framework [J]. Scientific Reports, 2024,14(1): 23983.
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输电铁塔攀爬机器人夹持机构设计

Published in 机械传动, 2022

本文中对爬塔机器人的加持机构进行结构设计与分析优化

Recommended citation: 王丽君,王儒轩,王洋滨,李相阳等.输电铁塔攀爬机器人夹持机构设计[J].机械传动,2022,46(04):118-126.
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