2025
Stable Data-Driven Manufacturing Decision- Making by Introducing Causal Relationships for High-Dimensional Data.
IEEE Trans. Ind. Informatics, January, 2025
Tool breakage monitoring driven by the real-time predicted spindle cutting torque using spindle servo signals.
Robotics Comput. Integr. Manuf., 2025
AutoFOX: An automated cross-modal 3D fusion framework of coronary X-ray angiography and OCT.
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Medical Image Anal., 2025
BV-NORM: A neural operator learning framework for parametric boundary value problems on complex geometric domains in engineering.
Eng. Appl. Artif. Intell., 2025
2024
Physics-guided high-value data sampling method for predicting milling stability with limited experimental data.
J. Intell. Manuf., October, 2024
Mutual Information-Guided Multiobjective Learning Framework for Augmenting Incomplete Mechanism Models With Neural Networks.
IEEE Trans. Ind. Informatics, September, 2024
Physics-Informed Neural Networks With Weighted Losses by Uncertainty Evaluation for Accurate and Stable Prediction of Manufacturing Systems.
IEEE Trans. Neural Networks Learn. Syst., August, 2024
A New Fourier Q Operator Network Based Reinforcement Learning Method for Continuous Action Space Decision-making in Manufacturing.
Robotics Comput. Integr. Manuf., April, 2024
Fusing LSTM neural network and expanded disturbance Kalman filter for estimating external disturbing forces of ball screw drives.
Robotics Comput. Integr. Manuf., 2024
A general reduced-order neural operator for spatio-temporal predictive learning on complex spatial domains.
CoRR, 2024
Diffeomorphism Neural Operator for various domains and parameters of partial differential equations.
CoRR, 2024
2023
Sparse identification for ball-screw drives considering position-dependent dynamics and nonlinear friction.
Robotics Comput. Integr. Manuf., June, 2023
A meta-reinforcement learning method by incorporating simulation and real data for machining deformation control of finishing process.
Int. J. Prod. Res., February, 2023
Multiple source partial knowledge transfer for manufacturing system modelling.
Robotics Comput. Integr. Manuf., 2023
Federated learning-based collaborative manufacturing for complex parts.
J. Intell. Manuf., 2023
Laplace neural operator for complex geometries.
CoRR, 2023
2022
Tool wear dataset of NUAA_Ideahouse.
Dataset, January, 2022
A Meta-Invariant Feature Space Method for Accurate Tool Wear Prediction Under Cross Conditions.
IEEE Trans. Ind. Informatics, 2022
Transfer Learning Under Conditional Shift Based on Fuzzy Residual.
IEEE Trans. Cybern., 2022
A zero-shot prediction method based on causal inference under non-stationary manufacturing environments for complex manufacturing systems.
Robotics Comput. Integr. Manuf., 2022
Transfer learning for regression via latent variable represented conditional distribution alignment.
Knowl. Based Syst., 2022
A mechanism informed neural network for predicting machining deformation of annular parts.
Adv. Eng. Informatics, 2022
2021
Predicting part deformation based on deformation force data using Physics-informed Latent Variable Model.
Robotics Comput. Integr. Manuf., 2021
An automatic and accurate method for tool wear inspection using grayscale image probability algorithm based on bayesian inference.
Robotics Comput. Integr. Manuf., 2021
A Data-drivenParameter Planning Method for Structural Parts NC Machining.
Robotics Comput. Integr. Manuf., 2021
Deep transfer learning for conditional shift in regression.
Knowl. Based Syst., 2021
Residual fourier neural operator for thermochemical curing of composites.
CoRR, 2021
A Heat Dissipation Enhancement Measure for Transformer Based on Falling Film Flow.
Proceedings of the EEET 2021: 4th International Conference on Electronics and Electrical Engineering Technology, Nanjing, China, December 3, 2021
2020
On-line part deformation prediction based on deep learning.
J. Intell. Manuf., 2020
Quasi-Optimal Tool Trajectories for High Speed 2.5D Process Based on Morphological Transformation.
Comput. Aided Des., 2020
2019
A synchronous association approach of geometry, process and monitoring information for intelligent manufacturing.
Robotics Comput. Integr. Manuf., 2019
Dynamic machining process planning incorporating in-process workpiece deformation data for large-size aircraft structural parts.
Int. J. Comput. Integr. Manuf., 2019
Curved layer based process planning for multi-axis volume printing of freeform parts.
Comput. Aided Des., 2019
2018
A non-uniform allowance allocation method based on interim state stiffness of machining features for NC programming of structural parts.
Vis. Comput. Ind. Biomed. Art, 2018
Rule and branch-and-bound algorithm based sequencing of machining features for process planning of complex parts.
J. Intell. Manuf., 2018
A sensor fusion and support vector machine based approach for recognition of complex machining conditions.
J. Intell. Manuf., 2018
In vivo reconstruction of coronary artery and bioresorbable stents from intracoronary optical coherence tomography.
Proceedings of the Medical Imaging 2018: Image-Guided Procedures, 2018
Temperature Distribution Optimization during Composites Microwave Curing Using Time - varying Electromagnetic Field.
Proceedings of the 22nd IEEE International Conference on Computer Supported Cooperative Work in Design, 2018
2017
The research on temperature field and flow field of brushless doubly-fed generator with cage-barrier rotor.
Proceedings of the 26th IEEE International Symposium on Industrial Electronics, 2017
2016
Combining Dynamic Machining Feature With Function Blocks for Adaptive Machining.
IEEE Trans Autom. Sci. Eng., 2016
A cutting parameter optimization method based on dynamic machining features for complex structural parts.
Proceedings of the 20th IEEE International Conference on Computer Supported Cooperative Work in Design, 2016
2015
Dynamic feature modelling for closed-loop machining process control of complex parts.
Int. J. Comput. Integr. Manuf., 2015
An integrated feature-based dynamic control system for on-line machining, inspection and monitoring.
Integr. Comput. Aided Eng., 2015
A tool path generation method for freeform surface machining by introducing the tensor property of machining strip width.
Comput. Aided Des., 2015
Process Knowledge Representation Based on Dynamic Machining Features and Ontology for Complex Aircraft Structural Parts.
Proceedings of the 2015 IEEE International Conference on Systems, 2015
2014
Optimized graph-based segmentation for ultrasound images.
Neurocomputing, 2014
Definition and recognition of rib features in aircraft structural part.
Int. J. Comput. Integr. Manuf., 2014
Integration of process monitoring and inspection based on agents and manufacturing features.
Proceedings of the IEEE 18th International Conference on Computer Supported Cooperative Work in Design, 2014
A wavelet-based characteristic vector construction method for machining condition monitoring.
Proceedings of the 2014 IEEE International Conference on Automation Science and Engineering, 2014
2013
A reliability prediction method of processing plan for aircraft structural parts based on fuzzy comprehensive evaluation.
Proceedings of the 2013 IEEE 17th International Conference on Computer Supported Cooperative Work in Design (CSCWD), 2013
2012
An agent-based collaborative design framework for feature-based design of aircraft structural parts.
Int. J. Comput. Integr. Manuf., 2012
Special Issue on Collaborative Manufacturing and Supply Chains.
Int. J. Comput. Integr. Manuf., 2012
An industrial case study of feature-based in-process workpiece modeling.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2012
A feature-based and multi-agents-based collaborative manufacturing framework for aircraft structural parts.
Proceedings of the IEEE 16th International Conference on Computer Supported Cooperative Work in Design, 2012
2011
Exploiting community feedback for information retrieval in DHT networks.
Peer-to-Peer Netw. Appl., 2011
A feature-based NC machining time forecasting model.
Proceedings of the 2011 15th International Conference on Computer Supported Cooperative Work in Design, 2011
2010
A semantics-based approach for collaborative aircraft tooling design.
Adv. Eng. Informatics, 2010
A cooperative design framework based on multi-agent for aircraft structural parts.
Proceedings of the 2010 14th International Conference on Computer Supported Cooperative Work in Design, 2010
2009
XCube: Processing XPath queries in a hypercube overlay network.
Peer-to-Peer Netw. Appl., 2009
Aircraft Tooling Collaborative Design Based on Multi-agent and PDM.
Concurr. Eng. Res. Appl., 2009
An Aircraft Tooling e-Manufacturing Architecture Based on Mobile Agents.
Proceedings of the 6th CIRP-Sponsored International Conference on Digital Enterprise Technology, 2009
Development of Key Technologies in a Case-Based Knowledge System for Fixture Design.
Proceedings of the 6th CIRP-Sponsored International Conference on Digital Enterprise Technology, 2009
2008
CYBER: A CommunitY-Based sEaRch engine.
Proceedings of the Proceedings P2P'08, 2008
A multi-agent-based semantic collaboration framework for aircraft tooling design and application.
Proceedings of the 12th International Conference on CSCW in Design, 2008
A novel concurrent design process planning method and application.
Proceedings of the 12th International Conference on CSCW in Design, 2008
2007
SPRITE: A Learning-Based Text Retrieval System in DHT Networks.
Proceedings of the 23rd International Conference on Data Engineering, 2007
Research on the Collaborative Design Technology for Airplane Tooling.
Proceedings of the 11th International Conference on Computer Supported Cooperative Work in Design, 2007
2006
Representation and share of part feature information in web-based parts library.
Expert Syst. Appl., 2006
Research of Application Modes of Parts Library System.
Proceedings of the Computer Supported Cooperative Work in Design III, 2006
Research and Implementation of Parts Library Application Level Model.
Proceedings of the 10th International Conference on CSCW in Design, 2006
2005
Data description norm and key techniques of Web-based parts library.
Proceedings of the Ninth International Conference on Computer Supported Cooperative Work in Design, 2005
2003
PeerDB: Peering into Personal Databases.
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Proceedings of the 2003 ACM SIGMOD International Conference on Management of Data, 2003