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Longchao Cao

Fault diagnosis of rotating machinery based on recurrent neural networks
2020 · Yahui Zhang, Taotao Zhou, et al. · Measurement · 339
Optimization of surface roughness and dimensional accuracy in LPBF additive manufacturing
2021 · Longchao Cao, Jingchang Li, et al. · Optics & Laser Technology · 232
Application of sensing techniques and artificial intelligence-based methods to laser welding real-time monitoring: A critical review of recent literature
2020 · Wang Cai, JianZhuang Wang, et al. · Journal of Manufacturing Systems · 213
A Review of Spatter in Laser Powder Bed Fusion Additive Manufacturing: In Situ Detection, Generation, Effects, and Countermeasures
2022 · Zheng Li, Hao Li, et al. · Micromachines · 150
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A convolutional neural network-based multi-sensor fusion approach for in-situ quality monitoring of selective laser melting
2022 · Jingchang Li, Qi Zhou, et al. · Journal of Manufacturing Systems · 107
Multi-objective process parameters optimization of SLM using the ensemble of metamodels
2021 · Jingchang Li, Jiexiang Hu, et al. · Journal of Manufacturing Processes · 90
A variable fidelity information fusion method based on radial basis function
2016 · Qi Zhou, Ping Jiang, et al. · Advanced Engineering Informatics · 83
Investigation on the weld bead profile transformation with the keyhole and molten pool dynamic behavior simulation in high power laser welding
2017 · Zhongmei Gao, Ping Jiang, et al. · International Journal of Heat and Mass Transfer · 79
Parameters optimization of hybrid fiber laser-arc butt welding on 316L stainless steel using Kriging model and GA
2016 · Zhongmei Gao, Xinyu Shao, et al. · Optics & Laser Technology · 79
Multi-objective process parameters optimization of hot-wire laser welding using ensemble of metamodels and NSGA-II
2018 · Yang Yang, Longchao Cao, et al. · Robotics and Computer-Integrated Manufacturing · 67
In situ porosity intelligent classification of selective laser melting based on coaxial monitoring and image processing
2021 · Jingchang Li, Longchao Cao, et al. · Measurement · 66
In situ quality inspection with layer-wise visual images based on deep transfer learning during selective laser melting
2021 · Jingchang Li, Qi Zhou, et al. · Journal of Intelligent Manufacturing · 66
Optimization of laser brazing onto galvanized steel based on ensemble of metamodels
2016 · Qi Zhou, Youmin Rong, et al. · Journal of Intelligent Manufacturing · 63
An active learning radial basis function modeling method based on self-organization maps for simulation-based design problems
2017 · Qi Zhou, Yan Wang, et al. · Knowledge-Based Systems · 61
A new generative adversarial network based imbalanced fault diagnosis method
2022 · Menglei Li, Dacheng Zou, et al. · Measurement · 58
Improvement of low-temperature impact toughness for 304 weld joint produced by laser-MIG hybrid welding under magnetic field
2017 · Rong Chen, Ping Jiang, et al. · Journal of Materials Processing Technology · 56
Cross-attention-based multi-sensing signals fusion for penetration state monitoring during laser welding of aluminum alloy
2022 · Longchao Cao, Jingchang Li, et al. · Knowledge-Based Systems · 50
Mechanism investigation of the influence of the magnetic field on the molten pool behavior during laser welding of aluminum alloy
2020 · Longchao Cao, Qi Zhou, et al. · International Journal of Heat and Mass Transfer · 50
Optimization of welding process parameters by combining Kriging surrogate with particle swarm optimization algorithm
2016 · Ping Jiang, Longchao Cao, et al. · The International Journal of Advanced Manufacturing Technology · 46
Multi-objective process parameters optimization of Laser-magnetic hybrid welding combining Kriging and NSGA-II
2017 · Yang Yang, Longchao Cao, et al. · Robotics and Computer-Integrated Manufacturing · 45
Multi-physics simulation of dendritic growth in magnetic field assisted solidification
2019 · Longchao Cao, Dehao Liu, et al. · International Journal of Heat and Mass Transfer · 41
Experimental, modeling, and numerical simulation of ultrasonic assisted drilling of CFRP/Ti stacks
2024 · Moran Xu, Longchao Cao, et al. · Journal of Manufacturing Processes · 39
Deep Learning Based Monitoring of Spatter Behavior by the Acoustic Signal in Selective Laser Melting
2021 · Shuyang Luo, Xiuquan Ma, et al. · Sensors · 39
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Optimization of processing parameters of AISI 316L laser welding influenced by external magnetic field combining RBFNN and GA
2017 · Longchao Cao, Yang Yang, et al. · Results in Physics · 35
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A multi-fidelity information fusion metamodeling assisted laser beam welding process parameter optimization approach
2017 · Qi Zhou, Yang Yang, et al. · Advances in Engineering Software · 34
Works count: 93
Citation count: 2,829
H-index: 28
I10-index: 50
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