Hongquan Gui

Hong Kong Polytechnic University — Hong Kong

Engineering · Physical Sciences

16h-index809citations25works40.32yr avg
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Research Topics

Advanced machining processes and optimization(19), Advanced Measurement and Metrology Techniques(18), Advanced Numerical Analysis Techniques(5), Manufacturing Process and Optimization(3), Additive Manufacturing Materials and Processes(2)

Publications25 total

A temporal spatial human digital twin approach for modeling human behavior with uncertainty
Robotics and Computer-Integrated Manufacturing·2025
Modeling and compensation of small-sample thermal error in precision machine tool spindles using spatial–temporal feature interaction fusion network
Advanced Engineering Informatics·2024· 80 cited
A behavioral conditional diffusion probabilistic model for human motion modeling in multi-action mixed human-robot collaboration
Advanced Engineering Informatics·2024· 5 cited
Predicting and compensating for small-sample thermal information data in precision machine tools: A spatial-temporal interactive integration network and digital twin system approach
Applied Soft Computing·2024· 76 cited
Revolutionizing gear hobbing machine precision: Innovative thermal error compensation and intelligent error control with enhanced crystal structure algorithm and self-attention bidirectional minimal gated unit network
Expert Systems with Applications·2023· 4 cited
Thermal error prediction of precision boring machine tools based on extreme gradient boosting algorithm-improved sailed fish optimizer-bi-directional ordered neurons-long short-term memory neural network model and physical-edge-cloud system
Engineering Applications of Artificial Intelligence·2023· 24 cited
Intelligent digital-twin prediction and reverse control system architecture for thermal errors enabled by deep learning and cloud-edge computing
Expert Systems with Applications·2023· 41 cited
Thermal error prediction and control method combining residual-based one-dimensional convolution-minimum gate unit model with physical-data-edge-cloud terminal architecture
Neural Computing and Applications·2023· 7 cited
Sequence-to-sequence based LSTM network modeling and its application in thermal error control framework
Applied Soft Computing·2023· 23 cited
Industrial-oriented machine learning big data framework for temporal-spatial error prediction and control with DTSMGCN model
Journal of Intelligent Manufacturing·2023· 12 cited
New machine learning application platform for spatial–temporal thermal error prediction and control with STFGCN for ball screw system
Mechanical Systems and Signal Processing·2023· 18 citedOpen Access
Implementation of Precision Machine Tool Thermal Error Compensation in Edge-Cloud-Fog Computing Architecture
Journal of Manufacturing Science and Engineering·2023· 11 cited
Intelligent integrated framework towards high-accuracy machining
Engineering Science and Technology an International Journal·2023· 15 citedOpen Access
Correlation analysis-based thermal error control with ITSA-GRU-A model and cloud-edge-physical collaboration framework
Advanced Engineering Informatics·2022· 29 cited
Mist-edge-fog-cloud computing system for geometric and thermal error prediction and compensation of worm gear machine tools based on ONT-GCN spatial–temporal model
Mechanical Systems and Signal Processing·2022· 46 cited
Geometric-thermal error control system for gear profile grinding machine
Advanced Engineering Informatics·2022· 26 cited
New mist-edge-fog-cloud system architecture for thermal error prediction and control enabled by deep-learning
Engineering Applications of Artificial Intelligence·2022· 28 cited
Simultaneous geometric and thermal error control of gear profile grinder based on analytical correlation between tooth surface error and position error of grinding wheel/workpiece
Mechanism and Machine Theory·2021· 21 cited
Transfer learning-based thermal error prediction and control with deep residual LSTM network
Knowledge-Based Systems·2021· 69 cited
A four-terminal-architecture cloud-edge-based digital twin system for thermal error control of key machining equipment in production lines
Mechanical Systems and Signal Processing·2021· 46 cited
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Frequent Co-authors

Jialan Liu(22), Chi Ma(22), Shilong Wang(10), Mengyuan Li(4), Mengyuan Li(4), Lin Zhang(2), Lang Zhang(2), Zijie Liu(2), Shuang Zeng(2), Fangqiong Luo(2), Qian Chen(1), Xuesong Mei(1), Jialong He(1), Jun Yang(1), Kuo Liu(1), Yuansheng Zhou(1), Shuang Zeng(1), Jianqiang Zhou(1), Shengbin Weng(1), Zheng Wu(1)