Data cleansing for energy-saving: a case of Cyber-Physical Machine Tools health monitoring system. - Changyi Deng; Ruifeng Guo; Chao Liu 031; Ray Y. Zhong; Xun Xu 001 (Int. J. Prod. Res., 2018)

Standards for Smart Manufacturing: A review. - Yuqian Lu; Huiyue Huang; Chao Liu 031; Xun Xu 001 (CASE, 2019)

Cloud based cyber-physical systems: Network evaluation study. - Erik Kajati; Peter Papcun; Chao Liu 031; Ray Y. Zhong; Jirí Koziorek; Iveta Zolotová (Adv. Eng. Informatics, 2019)

Machine Learning-enabled feedback loops for metal powder bed fusion additive manufacturing. - Chao Liu 031; Léopold Le Roux; Ze Ji; Pierre Kerfriden; Franck Lacan; Samuel Bigot (KES, 2020)

Contextual self-organizing of manufacturing process for mass individualization: a cyber-physical-social system approach. - Jiewu Leng; Pingyu Jiang; Chao Liu 031; Chuang Wang (Enterp. Inf. Syst., 2020)

Digital Twin-driven smart manufacturing: Connotation, reference model, applications and research issues. - Yuqian Lu; Chao Liu 031; Kevin I-Kai Wang; Huiyue Huang; Xun Xu 001 (Robotics Comput. Integr. Manuf., 2020)

A Conceptual Framework of Adaptive AR-Based Digital Guidance System for High-Mix Low-Volume Manual Assembly. - Zhi Lon Gan; S. Nurmaya Musa; Hwa Jen Yap; Chao Liu 031; Yuchun Xu (ICAC, 2022)

A simulated annealing hyper-heuristic algorithm for process planning and scheduling in remanufacturing. - Youxi Hu; Ming Zhang 015; Chao Liu 031; Yuchun Xu; Zezhong Wang 005; Yu Jia 001 (ICAC, 2022)

Cyber-Physical Machine Tools towards Digitalisation and Servitisation of Manufacturing. - Chao Liu 031 (ICAC, 2022)

Machine learning applications in Cyber-Physical Production Systems: a survey. - Zili Zhang; Chao Liu 031; Jun Zhang; Tao Peng 006; Xinrong Hu; Yuchun Xu (ICAC, 2022)

A novel RSG-based intelligent bearing fault diagnosis method for motors in high-noise industrial environment. - Pin Lyu; Kewei Zhang; Wenbing Yu; Baicun Wang; Chao Liu 031 (Adv. Eng. Informatics, 2022)

A novel hypergraph convolution network-based approach for predicting the material removal rate in chemical mechanical planarization. - Liqiao Xia; Pai Zheng; Xiao Huang 001; Chao Liu 031 (J. Intell. Manuf., 2022)

Service-oriented industrial internet of things gateway for cloud manufacturing. - Chao Liu 031; Ziwei Su; Xun Xu 001; Yuqian Lu (Robotics Comput. Integr. Manuf., 2022)

A Novel Multiview Sampling-Based Meta Self-Paced Learning Approach for Class-Imbalanced Intelligent Fault Diagnosis. - Pin Lyu; Pai Zheng; Wenbing Yu; Chao Liu 031; Min Xia 001 (IEEE Trans. Instrum. Meas., 2022)

An Ontology-Based Product Modelling Method for Smart Remanufacturing. - Youxi Hu; Chao Liu 031; Ming Zhang 015; Yuqian Lu; Yu Jia 001; Yuchun Xu (CASE, 2023)

An Investigation on Inherent Energy Efficiency Surface for Energy Labelling of Machine Tools. - Peiji Liu; Xu Wang; Chao Liu 031; Qian Zhu; Yameng Shi; Pai Zheng (CASE, 2023)

A Novel Fault Diagnosis Method Based on Feature Fusion and Model Agnostic Meta-Learning. - Pin Lyu; Xueqing Li; Wenbing Yu; Liqiao Xia; Chao Liu 031 (CASE, 2023)

Ontology-Based Product Modeling for Disassembly Sequence Planning in Remanufacturing. - Youxi Hu; Chao Liu 031; Ming Zhang 015; Yuanjun Laili; Yu Jia 001; Yuchun Xu (ICAC, 2023)

Application of Machine Learning Algorithms in Cold-Rolled Strip Steel Surface Defect Grading Systems. - Tianlun Li; Anrui He; Lingzhi Kong; Ming Zhang 015; Chao Liu 031; Xianghong Ma; Yuchun Xu (ICAC, 2023)

Digital-Twin Enabled Online Remaining Useful Life Prediction of PEM Fuel Cell. - Ming Zhang 015; Tabbi Awotwe; Chao Liu 031; Amirpiran Amiri; Yuchun Xu (ICAC, 2023)

Digitalisation and servitisation of machine tools in the era of Industry 4.0: a review. - Chao Liu 031; Pai Zheng; Xun Xu 001 (Int. J. Prod. Res., 2023)

Review on robot-assisted polishing: Status and future trends. - Xiaolong Ke; Yongheng Yu; Kangsen Li; Tianyi Wang; Bo Zhong; Zhenzhong Wang; Lingbao Kong; Jiang Guo; Lei Huang 003; Mourad Idir; Chao Liu 031; Chunjin Wang (Robotics Comput. Integr. Manuf., 2023)

Task offloading in cloud-edge collaboration-based cyber physical machine tool. - Chuting Wang; Ruifeng Guo; Haoyu Yu; Yi Hu; Chao Liu 031; Changyi Deng (Robotics Comput. Integr. Manuf., 2023)

Lightweight Convolutional Transformers Enhanced Meta-Learning for Compound Fault Diagnosis of Industrial Robot. - Chong Chen 010; Tao Wang 014; Chao Liu 031; Yuxin Liu; Lianglun Cheng (IEEE Trans. Instrum. Meas., 2023)

A Novel Simulated Annealing-Based Hyper-Heuristic Algorithm for Stochastic Parallel Disassembly Line Balancing in Smart Remanufacturing. - Youxi Hu; Chao Liu 031; Ming Zhang 015; Yu Jia 001; Yuchun Xu (Sensors, 2023)

Hybrid learning-based digital twin for manufacturing process: Modeling framework and implementation. - Ziqi Huang; Marcel Fey; Chao Liu 031; Ege Beysel; Xun Xu 001; Christian Brecher (Robotics Comput. Integr. Manuf., 2023)

A cyber-physical robotic mobile fulfillment system in smart manufacturing: The simulation aspect. - Kin Lok Keung; Carman K. M. Lee; Liqiao Xia; Chao Liu 031; Bufan Liu; P. Ji (Robotics Comput. Integr. Manuf., 2023)

Digitalization and servitization of machine tools in the era of Industry 4.0. - Chao Liu 031; Xun Xu 001; Robert X. Gao; Lihui Wang 001; Alexander Verl (Robotics Comput. Integr. Manuf., 2023)

A generic evolutionary ensemble learning framework for surface roughness prediction in manufacturing. - Shutong Xie; Zongbao He; Chunjin Wang; Chao Liu 031; Xiaolong Ke (Int. J. Comput. Integr. Manuf., 2023)

Digital twin-assisted imbalanced fault diagnosis framework using subdomain adaptive mechanism and margin-aware regularization. - Shen Yan 001; Xiang Zhong; Haidong Shao; Yuhang Ming 002; Chao Liu 031; Bin Liu 025 (Reliab. Eng. Syst. Saf., 2023)

Modeling and Analysis for Inherent Energy Efficiency of Two-machine Bernoulli Serial Lines. - Longyao Xu; Peiji Liu; Xu Wang; Fangyuan Yu; Chao Liu 031 (CASE, 2024)

An ontology and rule-based method for human-robot collaborative disassembly planning in smart remanufacturing. - Youxi Hu; Chao Liu 031; Ming Zhang 015; Yuqian Lu; Yu Jia 001; Yuchun Xu (Robotics Comput. Integr. Manuf., 2024)

Reliability enhancement of state of health assessment model of lithium-ion battery considering the uncertainty with quantile distribution of deep features. - Ying Zhang; Ming Zhang 015; Chao Liu 031; Zhipeng Feng; Yuchun Xu (Reliab. Eng. Syst. Saf., 2024)

GPSC-GAN: A Data Enhanced Model for Intelligent Fault Diagnosis. - Pin Lyu; Yihong Cheng; Ming Zhang 015; Wenbing Yu; Liqiao Xia; Chao Liu 031 (IEEE Trans. Instrum. Meas., 2024)

Towards a Human-Centric Digital Twin for Human-Machine Collaboration: A Review on Enabling Technologies and Methods. - Maros Krupas; Erik Kajati; Chao Liu 031; Iveta Zolotová (Sensors, 2024)

A novel interpretable predictive model based on ensemble learning and differential evolution algorithm for surface roughness prediction in abrasive water jet polishing. - Shutong Xie; Zongbao He; Yee Man Loh; Yu Yang; Kunhong Liu 001; Chao Liu 031; Chi Fai Cheung; Nan Yu; Chunjin Wang (J. Intell. Manuf., 2024)

Job shop scheduling by Deep Dual-Q Network with Prioritized Experience Replay for resilient production control in flexible manufacturing system. - Chao Liu 031; Kai Chen; Hao Wang; Baojun Yang; Jiewu Leng (Comput. Oper. Res., 2025)

Integrating large language model and digital twins in the context of industry 5.0: Framework, challenges and opportunities. - Chong Chen 010; Kuanhong Zhao; Jiewu Leng; Chao Liu 031; Junming Fan; Pai Zheng (Robotics Comput. Integr. Manuf., 2025)

A Novel Comprehensive Semi-Supervised Learning Method for Fault Diagnosis Under Extremely Low Label Rate. - Qiujin Liang; Xiaoxia Liang; Ming Zhang 015; Chao Liu 031; Tao Zhang 006 (IEEE Trans. Instrum. Meas., 2025)

Leveraging Large Language Models to Empower Bayesian Networks for Reliable Human-Robot Collaborative Disassembly Sequence Planning in Remanufacturing. - Liqiao Xia; Youxi Hu; Jiazhen Pang; Xiangying Zhang; Chao Liu 031 (IEEE Trans. Ind. Informatics, 2025)