Search Results - "Shi, Junchuan"

Battery health management using physics-informed machine learning: Online degradation modeling and remaining useful life prediction by Shi, Junchuan, Rivera, Alexis, Wu, Dazhong

“…•The physics-informed machine learning method combines a physics-based degradation model and a long short-term memory model.•The physics-based model considers…”
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Prediction of surface roughness in extrusion-based additive manufacturing with machine learning by Li, Zhixiong, Zhang, Ziyang, Shi, Junchuan, Wu, Dazhong

“…•An online process monitoring system is developed to monitor the fused filament fabrication process.•A data-driven predictive modeling approach is introduced…”
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Planetary gearbox fault diagnosis using bidirectional-convolutional LSTM networks by Shi, Junchuan, Peng, Dikang, Peng, Zhongxiao, Zhang, Ziyang, Goebel, Kai, Wu, Dazhong

“…•A multi-sensor fusion method that combines vibration and rotational speed signals.•A novel deep learning algorithm (BiConvLSTM) to classifying planetary gear…”
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Towards High-Power and -Efficiency ∼2.8 μm Lasing: Lightly-Erbium-Doped ZrF4 Fiber Laser Pumped at ∼1.7 μm by Luo, Hongyu, Shi, Junchuan, Chen, Junsheng, Wang, Yongzhi, Li, Jianfeng, Wu, Han, Liu, Yong

“…In this article, we demonstrate great potential of lightly-erbium(Er 3+ )-doped ZrF 4 fiber in efficient power scaling at ∼2.8 μm, when excited at ∼1.7 μm…”
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Aim at High-Power ∼3.9 μm Lasing: Design of a Lightly-Ho3+-Doped InF } Fiber Laser via Cascaded Pumping and Transitions by Luo, Hongyu, Wang, Biao, Zhou, Shiyuan, Shi, Junchuan, Li, Jianfeng, Liu, Yong

“…Rare-earth-doped fluoride fiber provides a compact and robust platform for getting mid-infrared laser at 3∼5 μm that can find direct applications in the fields…”
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Aim at High-Power ∼3.9 μm Lasing: Design of a Lightly-Ho 3+ -Doped InF$_{\text{3}}$ Fiber Laser via Cascaded Pumping and Transitions by Luo, Hongyu, Wang, Biao, Zhou, Shiyuan, Shi, Junchuan, Li, Jianfeng, Liu, Yong

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Towards High-Power and -Efficiency ∼2.8 μm Lasing: Lightly-Erbium-Doped ZrF 4 Fiber Laser Pumped at ∼1.7 μm by Luo, Hongyu, Shi, Junchuan, Chen, Junsheng, Wang, Yongzhi, Li, Jianfeng, Wu, Han, Liu, Yong

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Towards High-Power and -Efficiency ∼2.8 μm Lasing: Lightly-Erbium-Doped ZrF Fiber Laser Pumped at ∼1.7 μm by Luo, Hongyu, Shi, Junchuan, Chen, Junsheng, Wang, Yongzhi, Li, Jianfeng, Wu, Han, Liu, Yong

“…In this article, we demonstrate great potential of lightly-erbium(Er3+)-doped ZrF4 fiber in efficient power scaling at ∼2.8 μm, when excited at ∼1.7 μm…”
Get full text