Simulation-to-real transfer learning for bearing fault diagnosis across working conditions: A hybrid approach combining physical modeling and data-driven techniques.

Hongqi Liu

Zhongze Han Wenrui Xia Weiming Shen Qiuning Zhu Hongqi Liu Chaoyong Zhang Simulation-to-real transfer learning for bearing fault diagnosis across working conditions: A hybrid approach combining physical modeling and data-driven techniques. 103998 2026 69 Adv. Eng. Informatics https://doi.org/10.1016/j.aei.2025.103998 db/journals/aei/aei69.html#HanXSZLZ26 streams/journals/aei

Qiuning Zhu Hongqi Liu Chenyu Bao Jiaming Zhu Xinyong Mao Songping He Fangyu Peng Decoupled interpretable robust domain generalization networks: A fault diagnosis approach across bearings, working conditions, and artificial-to-real scenarios. 102445 2024 61 Adv. Eng. Informatics https://doi.org/10.1016/j.aei.2024.102445 db/journals/aei/aei61.html#ZhuLBZMHP24

Caihua Hao Xinyong Mao Tao Ma Songping He Bin Li 0026 Hongqi Liu Fangyu Peng Lei Zhang A novel deep learning method with partly explainable: Intelligent milling tool wear prediction model based on transformer informed physics. 102106 2023 August 57 Adv. Eng. Informatics https://doi.org/10.1016/j.aei.2023.102106 db/journals/aei/aei57.html#HaoMMHLLPZ23

Yong Wang Hongqi Liu Wenjie Xie Shigang Wang Image fusion based on the rattlesnake visual receptive field model. 102171 2022 74 Displays https://doi.org/10.1016/j.displa.2022.102171 db/journals/displays/displays74.html#WangLXW22

Haichao Liu Lingtao Wei Hongqi Liu Jinjun Wu Xiangyu Wang 0005 Liang Li 0004 EKF-Based Wheel Cylinder Pressure Estimation of Integrated Braking System. 1-6 2022 ITSC https://doi.org/10.1109/ITSC55140.2022.9922171 conf/itsc/2022 db/conf/itsc/itsc2022.html#LiuWLWWL22

Yan Liu 0093 Yuzhao Gao Ruiling Fang Hongyan Cao Jian Sa Jianrong Wang Hongqi Liu Tong Wang 0019 Yuehua Cui Identifying complex gene-gene interactions: a mixed kernel omnibus testing approach. 2021 22 Briefings Bioinform. 6 https://doi.org/10.1093/bib/bbab305 db/journals/bib/bib22.html#LiuGFCSWLWC21

Xuwu Yuan Caihua Hao Jiarong Gu Xinyong Mao Hongqi Liu Jie Zhang Xuchu Jiang Hongguang Zhu Research on the commonness and dissimilarity of group machine tools based on BP and SAE algorithms. 107451 2021 158 Comput. Ind. Eng. https://doi.org/10.1016/j.cie.2021.107451 db/journals/candie/candie158.html#YuanHGMLZJZ21

Chengming Shi Bo Luo Songping He Kai Li 0027 Hongqi Liu Bin Li 0026 Tool Wear Prediction via Multidimensional Stacked Sparse Autoencoders With Feature Fusion. 5150-5159 2020 16 IEEE Trans. Ind. Informatics 8 https://doi.org/10.1109/TII.2019.2949355 db/journals/tii/tii16.html#ShiLHLLL20

Yuan Zhang Hongqi Liu Jian Wang Guanyun Wang The SIDRA Based Analysis on Operations of Three-Leg Modern Roundabout with Single-Lane Approaches. 411-417 2020 ICITE https://doi.org/10.1109/ICITE50838.2020.9231340 conf/icite/2020 db/conf/icite/icite2020.html#ZhangLWW20

Hongqi Liu Hai Lin Xuchu Jiang Xinyong Mao Quanxin Liu Bin Li Estimation of mass matrix in machine tool's weak components research by using symbolic regression. 998-1011 2019 127 Comput. Ind. Eng. https://doi.org/10.1016/j.cie.2018.11.033 https://www.wikidata.org/entity/Q128919422 db/journals/candie/candie127.html#LiuLJMLL19

Bo Luo Haoting Wang Hongqi Liu Bin Li 0026 Fangyu Peng Early Fault Detection of Machine Tools Based on Deep Learning and Dynamic Identification. 509-518 2019 66 IEEE Trans. Ind. Electron. 1 https://doi.org/10.1109/TIE.2018.2807414 db/journals/tie/tie66.html#LuoWLLP19

Chengming Shi George Panoutsos Bo Luo Hongqi Liu Bin Li 0026 Xu Lin Using Multiple-Feature-Spaces-Based Deep Learning for Tool Condition Monitoring in Ultraprecision Manufacturing. 3794-3803 2019 66 IEEE Trans. Ind. Electron. 5 https://doi.org/10.1109/TIE.2018.2856193 https://www.wikidata.org/entity/Q129457121 db/journals/tie/tie66.html#ShiPLLLL19

Zengchao Ni Hongqi Liu Yuanping Chen Dengsheng Wu Research and Implementation of a Method for Web Log Analysis Template Extraction. 673-681 2019 ITQM https://doi.org/10.1016/j.procs.2019.12.037 https://www.wikidata.org/entity/Q126446948 conf/itqm/2019 db/conf/itqm/itqm2019.html#NiLCW19

Li Yan Yuxian Yan Hongqi Liu Qi Lv Stepwise identification of potent antimicrobial peptides from human genome. 1-8 2013 113 Biosyst. 1 https://doi.org/10.1016/j.biosystems.2013.03.021 https://www.wikidata.org/entity/Q46026764 db/journals/biosystems/biosystems113.html#YanYLL13

Qunfeng Wang Zhigeng Fang Yuqiang Guo Chaoqing Yuan Hongqi Liu Ruiting Xu Research on grey function analysis model (1, 1) based on regional economy impact analysis. 142-157 2013 3 Grey Syst. Theory Appl. 2 https://doi.org/10.1108/GS-10-2012-0039 db/journals/gsta/gsta3.html#WangFGYLX13

Chaoqing Yuan Benhai Guo Hongqi Liu Assessment and classification of China's provincial regional innovation system based on grey fixed weight clustering. 316-337 2013 3 Grey Syst. Theory Appl. 3 https://doi.org/10.1108/GS-10-2012-0040 db/journals/gsta/gsta3.html#YuanGL13

Hongqi Liu Tianbing Jia Chaoqing Yuan Yifan Zhang Research on irrational bubbles in the stock market based on the perspective of generalized virtual economy. 897-907 2012 41 Kybernetes 7 https://doi.org/10.1108/03684921211257748 db/journals/kybernetes/kybernetes41.html#LiuJYZ12

Zhen Sui Meng Guo Hongqi Liu Yantao Tian Modeling and Simulation Analysis of NC Camshaft Grinding System. 732-738 2011 ICDMA https://doi.org/10.1109/ICDMA.2011.182 https://doi.ieeecomputersociety.org/10.1109/ICDMA.2011.182 conf/icdma/2011 db/conf/icdma/icdma2011.html#SuiGLT11 Zhen Sui Mingdi Cui Xiaohang Shang Hongqi Liu The Time-Domain Discrete Signal Processing of Cam Phase. 1344-1348 2011 ICDMA https://doi.org/10.1109/ICDMA.2011.330 https://doi.ieeecomputersociety.org/10.1109/ICDMA.2011.330 conf/icdma/2011 db/conf/icdma/icdma2011.html#SuiCSL11 Zhuowei Hu Hongqi Liu Xiaoshuang Wang Yanan Dang Zhiheng Wang Mengliang Yu Mingzhi Zhang Remote sensing and GIS application in environmental effect monitoring of great engineering: Indicators and method. 1-5 2010 Geoinformatics https://doi.org/10.1109/GEOINFORMATICS.2010.5567660 conf/geoinformatics/2010 db/conf/geoinformatics/geoinformatics2010.html#HuLWDWYZ10 Zhiheng Wang Zhuowei Hu Hongqi Liu Huili Gong Wenji Zhao Mengliang Yu Mingzhi Zhang Application of the relief degree of land surface in landslide disasters susceptibility assessment in China. 1-5 2010 Geoinformatics https://doi.org/10.1109/GEOINFORMATICS.2010.5567734 conf/geoinformatics/2010 db/conf/geoinformatics/geoinformatics2010.html#WangHLGZYZ10 Zhuowei Hu Zhiheng Wang Hongqi Liu Hongxia Bie Self-service folk tourism guiding technology on mobile terminal with multi-mode: Application of GPS and electronic map. 4553-4556 2010 conf/igarss/2010 IGARSS https://doi.org/10.1109/IGARSS.2010.5653882 db/conf/igarss/igarss2010.html#HuWLB10 Zhifeng Jiang 0004 Wen Gao 0005 Hongqi Liu An AVS Based IPTV System Network Trial. 58-64 2007 conf/pcm/2007 PCM https://doi.org/10.1007/978-3-540-77255-2_7 db/conf/pcm/pcm2007.html#JiangGL07 Chenyu Bao Hongxia Bie Hongyan Cao Yuanping Chen Mingdi Cui Yuehua Cui Yanan Dang Ruiling Fang Zhigeng Fang Wen Gao 0005 Yuzhao Gao Huili Gong Jiarong Gu Benhai Guo Meng Guo Yuqiang Guo Zhongze Han Caihua Hao Songping He Zhuowei Hu Tianbing Jia Xuchu Jiang Zhifeng Jiang 0004 Bin Li Bin Li 0026 Kai Li 0027 Liang Li 0004 Hai Lin Xu Lin Haichao Liu Quanxin Liu Yan Liu 0093 Bo Luo Qi Lv Tao Ma Xinyong Mao Zengchao Ni George Panoutsos Fangyu Peng Jian Sa Xiaohang Shang Weiming Shen Chengming Shi Zhen Sui Yantao Tian Guanyun Wang Haoting Wang Jian Wang Jianrong Wang Qunfeng Wang Shigang Wang Tong Wang 0019 Xiangyu Wang 0005 Xiaoshuang Wang Yong Wang Zhiheng Wang Lingtao Wei Dengsheng Wu Jinjun Wu Wenrui Xia Wenjie Xie Ruiting Xu Li Yan Yuxian Yan Mengliang Yu Chaoqing Yuan Xuwu Yuan Chaoyong Zhang Jie Zhang Lei Zhang Mingzhi Zhang Yifan Zhang Yuan Zhang Wenji Zhao Hongguang Zhu Jiaming Zhu Qiuning Zhu