Shimin Liu

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 26

Top Topics

Mass Customization

Defect Detection

Assembly Process

Navigation Systems

Top Venues

Robotics Comput. Integr. Manuf.

Adv. Eng. Informatics

IEEE Trans. Ind. Informatics

Publications

Jianhao Lv, Rong Zhang, Xinyu Li, Shimin Liu, Tianyuan Liu, Qi Zhang, Jinsong Bao
A Multimodality Scene Graph Generation Approach for Robust Human-Robot Collaborative Assembly Visual Relationship Representation. IEEE Trans. Ind. Informatics 20 (3) (2024)
Shimin Liu, Pai Zheng, Jinsong Bao
Digital Twin-based manufacturing system: a survey based on a novel reference model. J. Intell. Manuf. 35 (6) (2024)
Xingwang Shen, Shimin Liu, Bin Zhou, Tao Wu, Qi Zhang, Jinsong Bao
Digital Twin-Driven Reinforcement Learning Method for Marine Equipment Vehicles Scheduling Problem. IEEE Trans Autom. Sci. Eng. 21 (3) (2024)
Liqiao Xia, Chengxi Li, Canbin Zhang, Shimin Liu, Pai Zheng
Leveraging error-assisted fine-tuning large language models for manufacturing excellence. Robotics Comput. Integr. Manuf. 88 (2024)
Shimin Liu, Zhiwen Huang, Jianmin Zhu, Baolin Liu, Panyu Zhou
Continuous blood pressure monitoring using photoplethysmography and electrocardiogram signals by random forest feature selection and GWO-GBRT prediction model. Biomed. Signal Process. Control. 88 (Part C) (2024)
Weibin Qu, Jie Li, Rong Zhang, Shimin Liu, Jinsong Bao
Adaptive planning of human-robot collaborative disassembly for end-of-life lithium-ion batteries based on digital twin. J. Intell. Manuf. 35 (5) (2024)
Yinwang Ren, Jie Dong, Jingsheng He, Dongxing Zhang, Kang Wu, Ziliu Xiong, Pai Zheng, Yong Sun, Shimin Liu
A novel six-dimensional digital twin model for data management and its application in roll forming. Adv. Eng. Informatics 61 (2024)
Yueyue Wang, Zongbao He, Shu-Tong Xie, Ruoxin Wang, Zili Zhang, Shimin Liu, Suiyan Shang, Pai Zheng, Chunjin Wang
Explainable prediction of surface roughness in multi-jet polishing based on ensemble regression and differential evolution method. Expert Syst. Appl. 249 (2024)
Xiaojie Su, Shimin Liu, Rui Li, Zhenshan Bing, Alois Knoll
Efficient Stereo Matching Using Swin Transformer and Multilevel Feature Consistency in Autonomous Mobile Systems. IEEE Trans. Ind. Informatics 20 (5) (2024)
Shimin Liu, Yuqian Lu, Jie Li, Xingwang Shen, Xuemin Sun, Jinsong Bao
A blockchain-based interactive approach between digital twin-based manufacturing systems. Comput. Ind. Eng. 175 (2023)
Shimin Liu, Pai Zheng
A Novel Bionic Digital Twin-Based Manufacturing System Toward the Mass Customization Paradigm. CASE (2023)
Jiqun Song, Shimin Liu, Tenglong Ma, Yicheng Sun, Fei Tao, Jinsong Bao
Resilient digital twin modeling: A transferable approach. Adv. Eng. Informatics 58 (2023)
Xiaojie Su, Shimin Liu, Rui Li
Omnidirectional Depth Estimation With Hierarchical Deep Network for Multi-Fisheye Navigation Systems. IEEE Trans. Intell. Transp. Syst. 24 (12) (2023)
Shimin Liu, Pai Zheng, Liqiao Xia, Jinsong Bao
A dynamic updating method of digital twin knowledge model based on fused memorizing-forgetting model. Adv. Eng. Informatics 57 (2023)
Shimin Liu, Yuqian Lu, Pai Zheng, Hui Shen, Jinsong Bao
Adaptive reconstruction of digital twins for machining systems: A transfer learning approach. Robotics Comput. Integr. Manuf. 78 (2022)
Rong Zhang, Qibing Lv, Jie Li, Jinsong Bao, Tianyuan Liu, Shimin Liu
A reinforcement learning method for human-robot collaboration in assembly tasks. Robotics Comput. Integr. Manuf. 73 (2022)
Shimin Liu, Xinhe Zhang, Hailong Xiao, Ziqi Li, Heli Zhang
Double-Layer Mobile Edge Computing-Enabled Power Line Inspection in Smart Grid Networks. Inf. 13 (4) (2022)
Xingwang Shen, Shimin Liu, Bin Zhou, Yu Zheng, Jinsong Bao
Digital twin-based scheduling method for marine equipment material transportation vehicles. CASE (2022)
Xingwang Shen, Shimin Liu, Can Zhang, Jinsong Bao
Intelligent material distribution and optimization in the assembly process of large offshore crane lifting equipment. Comput. Ind. Eng. 159 (2021)
Ruping Cen, Shimin Liu, Fangzheng Xue
3D Mapping Based IMU Loosely Coupled Model For Autonomous Robot. ISR (2021)
Shimin Liu, Hui Shen, Jie Li, Yuqian Lu, Jinsong Bao
An adaptive evolutionary framework for the decision-making models of digital twin machining system. CASE (2021)
Shimin Liu, Yuqian Lu, Jie Li, Dengqiang Song, Xuemin Sun, Jinsong Bao
Multi-scale evolution mechanism and knowledge construction of a digital twin mimic model. Robotics Comput. Integr. Manuf. 71 (2021)
Xuemin Sun, Jinsong Bao, Jie Li, Yiming Zhang, Shimin Liu, Bin Zhou
A digital twin-driven approach for the assembly-commissioning of high precision products. Robotics Comput. Integr. Manuf. 61 (2020)
Dabing Jin, Shiqing Xu, Lianjie Tong, Linyu Wu, Shimin Liu
A Deep Learning Model for Striae Identification in End Images of Float Glass. Traitement du Signal 37 (1) (2020)
Dabing Jin, Shiqing Xu, Lianjie Tong, Linyu Wu, Shimin Liu
End Image Defect Detection of Float Glass Based on Faster Region-Based Convolutional Neural Network. Traitement du Signal 37 (5) (2020)
Kui Chen, Shimin Liu, Da-jun Zhang
Covariant hodograph transformations between nonlocal short pulse models and the AKNS(-1) system. Appl. Math. Lett. 88 (2019)
Gang Li, Daolong Wang, Shimin Liu, Wenjie Fan, Hua Zhang, Xiaoping Xin, Hongbin Zhang
Validation of MODIS FAPAR products in Hulunber grassland of China. IGARSS (2010)