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Viewing Publication 1 - 100 from 105

2025

Towards cognition-augmented human-centric assembly: A visual computation perspectiveJiazhen Pang, Pai Zheng, Junming Fan, Tianyuan Liu. rcim, 91:102852, 2025. [doi]

2024

Hierarchical construction and application of machining domain knowledge graph based on as-fabricated information modelQiangwei Bao, Pai Zheng, Sheng Dai. aei, 62:102638, 2024. [doi]

Modality-Aware Integration with Large Language Models for Knowledge-Based Visual Question AnsweringJunnan Dong, Qinggang Zhang, Huachi Zhou, Daochen Zha, Pai Zheng, Xiao Huang 0001. acl 2024: 2417-2429 [doi]

An Integrated Hand-Object Dense Pose Estimation Approach With Explicit Occlusion Awareness for Human-Robot Collaborative DisassemblyJunming Fan, Pai Zheng, Shufei Li, Li-Hui Wang 0001. tase, 21(1):147-156, January 2024. [doi]

Partially observable deep reinforcement learning for multi-agent strategy optimization of human-robot collaborative disassembly: A case of retired electric vehicle batteryJiaxu Gao, Guoxian Wang, Jinhua Xiao, Pai Zheng, Eujin Pei. rcim, 89:102775, 2024. [doi]

A bilevel optimisation model for the joint configuration of new and remanufactured products considering specification upgrading of used productsMohammed Woyeso Geda, Pai Zheng, C. K. Kwong 0001, Yuk-Ming Tang. jim, 35(5):2175-2191, June 2024. [doi]

Graph-enabled cognitive digital twins for causal inference in maintenance processesKendrik Yan Hong Lim, Theresia Stefanny Yosal, Chun-Hsien Chen, Pai Zheng, Lihui Wang, Xun Xu 0001. ijpr, 62(13):4717-4734, 2024. [doi]

Establishing a dynamic and static knowledge model of the manufacturing cell management system: An active push approachQi Lin, Pai Zheng, Yingfeng Zhang, Liqiao Xia, Ziyao Zhang, Jingya Liang. eswa, 243:122713, 2024. [doi]

Digital Twin-based manufacturing system: a survey based on a novel reference modelShimin Liu, Pai Zheng, Jinsong Bao. jim, 35(6):2517-2546, August 2024. [doi]

Towards smart product-service systems 2.0: A retrospect and prospectMengyang Ren, Pai Zheng. aei, 61:102466, 2024. [doi]

A novel six-dimensional digital twin model for data management and its application in roll formingYinwang Ren, Jie Dong, Jingsheng He, Dongxing Zhang, Kang Wu, Ziliu Xiong, Pai Zheng, Yong Sun, Shimin Liu. aei, 61:102555, 2024. [doi]

An Incremental Knowledge Learning Framework for Continuous Defect DetectionChen Sun, Liang Gao 0001, Xinyu Li 0001, Pai Zheng, Yiping Gao. tim, 73:1-11, 2024. [doi]

Multimodal Human-Robot Interaction for Human-Centric Smart Manufacturing: A SurveyTian Wang, Pai Zheng, Shufei Li, Lihui Wang 0001. aisy, 6(3), March 2024. [doi]

Human Digital Twin in the context of Industry 5.0Baicun Wang, Huiying Zhou, Xingyu Li, Geng Yang, Pai Zheng, Ci Song, Yixiu Yuan, Thorsten Wuest, Huayong Yang, Lihui Wang 0001. rcim, 85:102626, February 2024. [doi]

Explainable prediction of surface roughness in multi-jet polishing based on ensemble regression and differential evolution methodYueyue Wang, Zongbao He, Shu-Tong Xie, Ruoxin Wang, Zili Zhang, Shimin Liu, Suiyan Shang, Pai Zheng, Chunjin Wang. eswa, 249:123578, 2024. [doi]

Leveraging error-assisted fine-tuning large language models for manufacturing excellenceLiqiao Xia, Chengxi Li 0008, Canbin Zhang, Shimin Liu, Pai Zheng. rcim, 88:102728, 2024. [doi]

Logical Reasoning with Relation Network for Inductive Knowledge Graph CompletionQinggang Zhang, Keyu Duan, Junnan Dong, Pai Zheng, Xiao Huang 0001. kdd 2024: 4268-4277 [doi]

Reactive human-robot collaborative manipulation of deformable linear objects using a new topological latent control modelPeng Zhou, Pai Zheng, Jiaming Qi, Chengxi Li 0008, Hoi-Yin Lee, Anqing Duan, Liang Lu 0005, Zhongxuan Li, Luyin Hu, David Navarro-Alarcon. rcim, 88:102727, 2024. [doi]

2023

An AR-assisted Deep Reinforcement Learning-based approach towards mutual-cognitive safe human-robot interactionChengxi Li 0008, Pai Zheng, Yue Yin, Yatming Pang, Shengzeng Huo. rcim, 80:102471, 2023. [doi]

Digitalisation and servitisation of machine tools in the era of Industry 4.0: a reviewChao Liu 0031, Pai Zheng, Xun Xu 0001. ijpr, 61(12):4069-4101, 2023. [doi]

Towards Mutual-Cognitive Human-Robot Collaboration: A Zero-Shot Visual Reasoning MethodShufei Li, Pai Zheng, Liqiao Xia, Xi Vincent Wang, Lihui Wang. case 2023: 1-6 [doi]

Proactive human-robot collaboration: Mutual-cognitive, predictable, and self-organising perspectivesShufei Li, Pai Zheng, Sichao Liu, Zuoxu Wang, Xi Vincent Wang, Lianyu Zheng, Lihui Wang. rcim, 81:102510, June 2023. [doi]

Industrial knowledge graph-enabled cognitive intelligence-driven mass personalizationXinyu Li, Pai Zheng, Zhenghui Sha, Dazhong Wu, Ying Liu. aei, 57:102022, August 2023. [doi]

A visual reasoning-based approach for driving experience improvement in the AR-assisted head-up displaysYongshi Liang, Pai Zheng, Liqiao Xia. aei, 55:101888, January 2023. [doi]

A Framework of Cognitive Intelligence-Enabled Welding Cyber Physical SystemTianyuan Liu, Yanan Jiang, Pai Zheng, Jinsong Bao. case 2023: 1-6 [doi]

A Novel Bionic Digital Twin-Based Manufacturing System Toward the Mass Customization ParadigmShimin Liu, Pai Zheng. case 2023: 1-6 [doi]

A dynamic updating method of digital twin knowledge model based on fused memorizing-forgetting modelShimin Liu, Pai Zheng, Liqiao Xia, Jinsong Bao. aei, 57:102115, August 2023. [doi]

An expert knowledge-empowered CNN approach for welding radiographic image recognitionTianyuan Liu, Hangbin Zheng, Pai Zheng, Jinsong Bao, Junliang Wang, Xiaojia Liu, Changqi Yang. aei, 56:101963, April 2023. [doi]

An Adaptive Parallel Feature Learning and Hybrid Feature Fusion-Based Deep Learning Approach for Machining Condition MonitoringBufan Liu, Chun-Hsien Chen, Pai Zheng, Geng Zhang. tcyb, 53(12):7584-7595, December 2023. [doi]

An Investigation on Inherent Energy Efficiency Surface for Energy Labelling of Machine ToolsPeiji Liu, Xu Wang, Chao Liu, Qian Zhu, Yameng Shi, Pai Zheng. case 2023: 1-6 [doi]

An MBD-Enabled Digital Twin Modeling Method for Cognition Assistance in Human-Centric Smart AssemblyJiazhen Pang, Pai Zheng. case 2023: 1-6 [doi]

Secure Co-Creation of Industrial Knowledge Graph: Graph Complement Method with Federated Learning and ChatGPTLiqiao Xia, Pai Zheng, Yongshi Liang, Ge Zheng, Zhengyang Ling. case 2023: 1-6 [doi]

Maintenance planning recommendation of complex industrial equipment based on knowledge graph and graph neural networkLiqiao Xia, Yongshi Liang, Jiewu Leng, Pai Zheng. ress, 232:109068, April 2023. [doi]

Residual-Hypergraph Convolution Network: A Model-Based and Data-Driven Integrated Approach for Fault Diagnosis in Complex EquipmentLiqiao Xia, Yongshi Liang, Pai Zheng, Xiao Huang 0001. tim, 72:1-11, 2023. [doi]

Intelligent Predictive Maintenance Strategy for Hybrid Systems Using Model-Data Fusion ApproachChenyu Xiao, Pai Zheng. case 2023: 1-6 [doi]

Integrated system-level prognosis for hybrid systems subjected to multiple intermittent faultsChenyu Xiao, Pai Zheng. ress, 238:109401, October 2023. [doi]

An empirical study of an MR-enhanced kinematic prototyping approach for articulated productsYue Yin, Pai Zheng, Chengxi Li 0008, Jingchen Cong, Yat Ming Pang. aei, 58:102203, October 2023. [doi]

A state-of-the-art survey on Augmented Reality-assisted Digital Twin for futuristic human-centric industry transformationYue Yin, Pai Zheng, Chengxi Li, Lihui Wang. rcim, 81:102515, June 2023. [doi]

Privacy-preserving activity recognition using multimodal sensors in smart officeXiangying Zhang, Pai Zheng, Tao Peng, Dai Li, Xujun Zhang, Renzhong Tang. fgcs, 148:27-38, November 2023. [doi]

Editorial notes: Industrial Internet-of-Things (IIoT)-enabled digital servitisationPai Zheng, Xun Xu 0001, Lihui Wang 0001. ijpr, 61(12):3844-3848, 2023. [doi]

Neural reactive path planning with Riemannian motion policies for robotic silicone sealingPeng Zhou, Pai Zheng, Jiaming Qi, Chengxi Li 0008, Anqing Duan, Maggie Xu, Victor Wu, David Navarro-Alarcon. rcim, 81:102518, June 2023. [doi]

2022

AR-assisted digital twin-enabled robot collaborative manufacturing system with human-in-the-loopChengxi Li 0008, Pai Zheng, Shufei Li, Yatming Pang, Carman K. M. Lee. rcim, 76:102321, 2022. [doi]

Towards Cognitive Intelligence-Enabled ManufacturingReuben Seyram Komla Agbozo, Pai Zheng, Tao Peng, Renzhong Tang. ifip5-7 2022: 434-441 [doi]

A node2vec-based graph embedding approach for unified assembly process information modeling and workstep execution time predictionQiangwei Bao, Gang Zhao, Yong Yu, Pai Zheng. candie, 163:107864, 2022. [doi]

A machine learning-based iterative design approach to automate user satisfaction degree prediction in smart product-service systemJing-chen Cong, Pai Zheng, Yuan Bian, Chun-Hsien Chen, Jianmin Li, Xinyu Li. candie, 165:107939, 2022. [doi]

3D Printing in the Context of Cloud ManufacturingJin Cui, Lei Ren 0001, Jingeng Mai, Pai Zheng, Lin Zhang 0009. rcim, 74:102256, 2022. [doi]

A Multi-Granularity Scene Segmentation Network for Human-Robot Collaboration Environment PerceptionJunming Fan, Pai Zheng, Carman K. M. Lee. iros 2022: 2105-2110 [doi]

Vision-based holistic scene understanding towards proactive human-robot collaborationJunming Fan, Pai Zheng, Shufei Li. rcim, 75:102304, 2022. [doi]

Transformer-based hierarchical latent space VAE for interpretable remaining useful life predictionTao Jing, Pai Zheng, Liqiao Xia, Tianyuan Liu. aei, 54:101781, 2022. [doi]

Toward Proactive Human-Robot Collaborative Assembly: A Multimodal Transfer-Learning-Enabled Action Prediction ApproachShufei Li, Pai Zheng, Junming Fan, Lihui Wang 0001. tie, 69(8):8579-8588, 2022. [doi]

An Explainable Laser Welding Defect Recognition Method Based on Multi-Scale Class Activation MappingTianyuan Liu, Hangbin Zheng, Jinsong Bao, Pai Zheng, Junliang Wang, Changqi Yang, Jun Gu. tim, 71:1-12, 2022. [doi]

Adaptive reconstruction of digital twins for machining systems: A transfer learning approachShimin Liu, Yuqian Lu, Pai Zheng, Hui Shen, Jinsong Bao. rcim, 78:102390, 2022. [doi]

A strategy transfer approach for intelligent human-robot collaborative assemblyQibing Lv, Rong Zhang, Tianyuan Liu, Pai Zheng, Yanan Jiang, Jie Li, Jinsong Bao, Lei Xiao. candie, 168:108047, 2022. [doi]

A Novel Multiview Sampling-Based Meta Self-Paced Learning Approach for Class-Imbalanced Intelligent Fault DiagnosisPin Lyu, Pai Zheng, Wenbing Yu, Chao Liu, Min Xia. tim, 71:1-12, 2022. [doi]

Risk evaluation for industrial smart product-service systems: An integrated method considering failure mode correlationsWenyan Song, Jianing Zheng, Zixuan Niu, Qun Wang, Yuqi Tang, Pai Zheng. aei, 54:101734, 2022. [doi]

A hypergraph-based approach for context-aware smart product-service system configurationZuoxu Wang, Chun-Hsien Chen, Pai Zheng, Xinyu Li, Wenyan Song. candie, 163:107816, 2022. [doi]

Implications of data-driven product design: From information age towards intelligence ageZuoxu Wang, Pai Zheng, Xinyu Li, Chun-Hsien Chen. aei, 54:101793, 2022. [doi]

A digital twin-based multidisciplinary collaborative design approach for complex engineering product developmentYoude Wu, Linzhen Zhou, Pai Zheng, Yanqing Sun, Kaikai Zhang. aei, 52:101635, 2022. [doi]

A novel hypergraph convolution network-based approach for predicting the material removal rate in chemical mechanical planarizationLiqiao Xia, Pai Zheng, Xiao Huang, Chao Liu. jim, 33(8):2295-2306, 2022. [doi]

An Activity Management System for Office Workers Using Multimodal DataXiangying Zhang, Pai Zheng, Qiqi He, Tao Peng, Wangchujun Tang, Hongling Ye, Renzhong Tang. case 2022: 1668-1673 [doi]

A privacy-preserving and unobtrusive sitting posture recognition system via pressure array sensor and infrared array sensor for office workersXiangying Zhang, Junming Fan, Tao Peng, Pai Zheng, Carman K. M. Lee, Renzhong Tang. aei, 53:101690, 2022. [doi]

Human-object integrated assembly intention recognition for context-aware human-robot collaborative assemblyYaqian Zhang, Kai Ding, Jizhuang Hui, Jingxiang Lv, Xueliang Zhou, Pai Zheng. aei, 54:101792, 2022. [doi]

Promoting employee health in smart office: A surveyXiangying Zhang, Pai Zheng, Tao Peng, Qiqi He, Carman K. M. Lee, Renzhong Tang. aei, 51:101518, 2022. [doi]

Cognition-driven Robot Decision Making Method in Human-robot Collaboration EnvironmentRong Zhang, Xinyu Li, Yu Zheng, Jianhao Lv, Jie Li, Pai Zheng, Jinsong Bao. case 2022: 54-59 [doi]

A fusion-based spiking neural network approach for predicting collaboration request in human-robot collaborationRong Zhang, Jie Li, Pai Zheng, Yuqian Lu, Jinsong Bao, Xuemin Sun. rcim, 78:102383, 2022. [doi]

2021

Ontology-based information modeling method for digital twin creation of as-fabricated machining partsSheng Dai, Gang Zhao, Yong Yu, Pai Zheng, Qiangwei Bao, Wei Wang 0261. rcim, 72:102173, 2021. [doi]

A High-Resolution Network-Based Approach for 6D Pose Estimation of Industrial PartsJunming Fan, Shufei Li, Pai Zheng, Carman K. M. Lee. case 2021: 1452-1457 [doi]

Multi-modal transportation planning for multi-commodity rebalancing under uncertainty in humanitarian logisticsXuehong Gao, Xuefeng Jin, Pai Zheng, Can Cui. aei, 47:101223, 2021. [doi]

An AR-Assisted Deep Learning-Based Approach for Automatic Inspection of Aviation ConnectorsShufei Li, Pai Zheng, Lianyu Zheng. tii, 17(3):1721-1731, 2021. [doi]

A context-aware diversity-oriented knowledge recommendation approach for smart engineering solution designXinyu Li, Chun-Hsien Chen, Pai Zheng, Zuhua Jiang, Linke Wang. kbs, 215:106739, 2021. [doi]

Exploiting knowledge graphs in industrial products and services: A survey of key aspects, challenges, and future perspectivesXinyu Li, Mengtao Lyu, Zuoxu Wang, Chun-Hsien Chen, Pai Zheng. cii, 129:103449, 2021. [doi]

Design concept evaluation of smart product-service systems considering sustainability: An integrated methodWenyan Song, Zixuan Niu, Pai Zheng. candie, 159:107485, 2021. [doi]

A graph-based context-aware requirement elicitation approach in smart product-service systemsZuoxu Wang, Chun-Hsien Chen, Pai Zheng, Xinyu Li, Li Pheng Khoo. ijpr, 59(2):635-651, 2021. [doi]

A context-aware concept evaluation approach based on user experiences for smart product-service systems design iterationZuoxu Wang, Chun-Hsien Chen, Xinyu Li, Pai Zheng, Li Pheng Khoo. aei, 50:101394, 2021. [doi]

Development of an edge computing-based cyber-physical machine toolJian Zhang, Changyi Deng, Pai Zheng, Xun Xu 0001, Zhentao Ma. rcim, 67:102042, 2021. [doi]

Augmented Lagrangian coordination for energy-optimal allocation of smart manufacturing servicesGeng Zhang, Gang Wang, Chun-Hsien Chen, Xiangang Cao, Yingfeng Zhang, Pai Zheng. rcim, 71:102161, 2021. [doi]

2020

Design Entropy Theory: A Novel Transdisciplinary Design Methodology for Smart PSS DevelopmentJingchen Cong, Pai Zheng, Chun-Hsien Chen. ispe 2020: 405-414 [doi]

Design entropy theory: A new design methodology for smart PSS developmentJing-chen Cong, Chun-Hsien Chen, Pai Zheng. aei, 45:101124, 2020. [doi]

Investigating the evolving context of an unstable approach in aviation from mental model disconnects with an agent-based modelHsueh-Yi Lai, Chun-Hsien Chen, Pai Zheng, Li Pheng Khoo. ress, 193:106657, 2020. [doi]

A Closed-Loop Context-Aware Framework for Sustainable Smart PSS DevelopmentXinyu Li, Zuoxu Wang, Pai Zheng, Tao Peng, Chun-Hsien Chen. case 2020: 311-316 [doi]

A state-of-the-art survey of Digital Twin: techniques, engineering product lifecycle management and business innovation perspectivesKendrik Yan Hong Lim, Pai Zheng, Chun-Hsien Chen. jim, 31(6):1313-1337, 2020. [doi]

A smart surface inspection system using faster R-CNN in cloud-edge computing environmentYuanbin Wang, Minggao Liu, Pai Zheng, Huayong Yang, Jun Zou. aei, 43:101037, 2020. [doi]

Smart product-service system configuration: a novel hypergraph model-based approachZuoxu Wang, Xinyu Li, Pai Zheng, Chun-Hsien Chen, Li Pheng Khoo. case 2020: 323-328 [doi]

A generic tri-model-based approach for product-level digital twin development in a smart manufacturing environmentPai Zheng, Abinav Shankar Sivabalan. rcim, 64:101958, 2020. [doi]

Editorial Notes: Design innovation of Smart PSSPai Zheng, Xun Xu 0001, Amy J. C. Trappey, Ray Y. Zhong. aei, 44:101069, 2020. [doi]

A data-driven cyber-physical approach for personalised smart, connected product co-development in a cloud-based environmentPai Zheng, Xun Xu 0001, Chun-Hsien Chen. jim, 31(1):3-18, 2020. [doi]

2019

Design of Data Collection and Analysis Method for a Pleasant and Safe User Experience of Personal Mobility DeviceSebastian Eio, Jo-Yu Kuo, Chun-Hsien Chen, Pai Zheng. ispe 2019: 224-233 [doi]

Performance Evaluation of a Foot Interface to Operate a Robot ArmYanpei Huang, Etienne Burdet, Lin Cao, Phuoc Thien Phan, Anthony Meng Huat Tiong, Pai Zheng, Soo-Jay Phee. ral, 4(4):3302-3309, 2019. [doi]

Unstable approach in aviation: Mental model disconnects between pilots and air traffic controllers and interaction conflictsHsueh-Yi Lai, Chun-Hsien Chen, Li Pheng Khoo, Pai Zheng. ress, 185:383-391, 2019. [doi]

Edge-cloud orchestration driven industrial smart product-service systems solution design based on CPS and IIoTBufan Liu, Yingfeng Zhang, Geng Zhang, Pai Zheng. aei, 42, 2019. [doi]

Production planning for cloud-based additive manufacturing - A computer vision-based approachYuanbin Wang, Pai Zheng, Xun Xu 0001, Huayong Yang, Jun Zou. rcim, 58:145-157, 2019. [doi]

A Survey of Requirements Management in Smart Product-Service SystemsZuoxu Wang, Pai Zheng, Chun-Hsien Chen, Li Pheng Khoo. ispe 2019: 613-622 [doi]

A novel data-driven graph-based requirement elicitation framework in the smart product-service system contextZuoxu Wang, Chun-Hsien Chen, Pai Zheng, Xinyu Li, Li Pheng Khoo. aei, 42, 2019. [doi]

A weighted interval rough number based method to determine relative importance ratings of customer requirements in QFD product planningPai Zheng, Xun Xu 0001, Sheng Quan Xie. jim, 30(1):3-16, 2019. [doi]

Correction to: A weighted interval rough number based method to determine relative importance ratings of customer requirements in QFD product planningPai Zheng, Xun Xu, Sheng Quan Xie. jim, 30(1):459, 2019. [doi]

Smart Product-Service Systems: A Novel Transdisciplinary Sociotechnical ParadigmPai Zheng, Zuoxu Wang, Chun-Hsien Chen. ispe 2019: 234-241 [doi]

Corrigendum to "Automatic engineering change management in smart product-service systems - A DSM-based learning approach" [Adv. Eng. Inform. 39 (2019) 203-213]Pai Zheng, Chun-Hsien Chen, Suiyue Shang. aei, 40:168, 2019. [doi]

Smart, connected open architecture product: an IT-driven co-creation paradigm with lifecycle personalization concernsPai Zheng, Yuan Lin, Chun-Hsien Chen, Xun Xu 0001. ijpr, 57(8):2571-2584, 2019. [doi]

A survey of smart product-service systems: Key aspects, challenges and future perspectivesPai Zheng, Zuoxu Wang, Chun-Hsien Chen, Li Pheng Khoo. aei, 42, 2019. [doi]

Smart Product-Service Systems Solution Design via Hybrid Crowd Sensing ApproachPai Zheng, Yang Liu 0034, Fei Tao, Zuoxu Wang, Chun-Hsien Chen. access, 7:128463-128473, 2019. [doi]

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