Published in 计算机集成制造系统, 2025
本文中主要提出了利用大模型的介入改进深度强化学习，实现更好的调度效果
Recommended citation: 王丽君,王成广,李相阳,等.基于大语言模型和深度强化学习的柔性作业车间动态调度问题研究[J/OL].计算机集成制造系统,1-21[2025-10-20].https://doi.org/10.13196/j.cims.2024.Z36.
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Published in IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, 2025
本文中主要提出了提出了一种基于D3QN的双种群改进算法D3QN-NSGA-II，为车间调度提供新的方案
Recommended citation: Wang L, Wang C, Li X, et al. A Hybrid Metaheuristic Algorithm for Multiobjective Scheduling in Distributed Heterogeneous Flexible Job Shops[J]. IEEE Transactions on Computational Social Systems, 2025.
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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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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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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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Published in ACS omega, 2023
本文针对中国的氢内燃机中掺氢发动机的现状进行了系统的综述
Recommended citation: Wang L, Li X, Hong C, et al. Research and Development of Hydrogen-Fueled Internal Combustion Engines in China[J]. ACS omega, 2023, 8(51): 48590-48612.
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Published in IEEE Access, 2023
本文中提出了RBF作为代理模型的有限元实时映射方法，可供数字孪生模型使用。
Recommended citation: Wang L, Wang C, Li X, et al. State perception and prediction of digital twin based on proxy model[J]. IEEE Access, 2023, 11: 36064-36072.
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Published in International Journal of Hydrogen Energy, 2022
本文采用文献计量学的方法对PHM方法在PEMFC中的应用进行了回顾与分类
Recommended citation: Wang L, Li X, Guo P, et al. Bibliometric analysis of prognostics and health management (PHM) in hydrogen fuel cell engines[J]. International Journal of Hydrogen Energy, 2022, 47(80): 34216-34243.
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Published in Processes, 2022
本文采用稀疏字典的方法针对旋转机械的故障诊断可靠性进行提升
Recommended citation: Wang L, Li X, Xu D, et al. Fault diagnosis of rotating equipment bearing based on EEMD and improved sparse representation algorithm[J]. Processes, 2022, 10(9): 1734
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Published in Sensors, 2022
本文中针对高压输电线路的舞动现象进行研究，并开发相关的监测设备
Recommended citation: Wang L, Li H, Lu X, Li X, et al. Design of intelligent monitoring system in galloping power transmission line[J]. Sensors, 2022, 22(11): 4197.
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Published in Energy Reports, 2022
本文针对中国的氢燃料发动机的发展现状进行了系统的综述
Recommended citation: Wang L, Hong C, Li X, et al. Review on blended hydrogen-fuel internal combustion engines: A case study for China[J]. Energy Reports, 2022, 8: 6480-6498.
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Published in Applied Sciences, 2022
本文中针对锂电池的热监控与均衡进行了算法与硬件的研究。
Recommended citation: Wang L, Lu X, Li H, Li X, et al. Research on equalization strategy of Lithium battery pack based on multi-layer circuit[J]. Applied Sciences, 2022, 12(10): 4893.
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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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Published in Processes, 2022
本文采用自适应的OMP算法以及K-SVD算法实现轴承故障诊断准确度的提升。
Recommended citation: Wang L, Li X, Xu D, et al. Bearing fault feature extraction based on adaptive OMP and improved K-SVD[J]. Processes, 2022, 10(4): 675.
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