Heming Zhang
Orcid: 0000-0002-3171-5805Affiliations:
- Tsinghua University, Department of Automation, National Engineering Research Centre of Computer Integrated Manufacturing System (CIMS-ERC), Beijing, China
- Zhejiang University, Hangzhou, China (PhD 1995)
According to our database1,
Heming Zhang
authored at least 76 papers
between 2004 and 2024.
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Bibliography
2024
Inverse parameter identifications and forward strip temperature simulations of the continuous annealing line with physics-informed neural network and operation big data.
Eng. Appl. Artif. Intell., January, 2024
An improved time advance method for distributed multi-resolution modelling with interactive deviation characterization.
Simul. Model. Pract. Theory, 2024
2023
Open-Set Fault Diagnosis via Supervised Contrastive Learning With Negative Out-of-Distribution Data Augmentation.
IEEE Trans. Ind. Informatics, March, 2023
2022
Progressively Balanced Supervised Contrastive Representation Learning for Long-Tailed Fault Diagnosis.
IEEE Trans. Instrum. Meas., 2022
Robotics Comput. Integr. Manuf., 2022
A sequential resampling approach for imbalanced batch process fault detection in semiconductor manufacturing.
J. Intell. Manuf., 2022
Knowledge-driven material design platform based on the whole-process simulation and modeling.
Int. J. Model. Simul. Sci. Comput., 2022
Simulation-oriented model reuse in cyber-physical systems: A method based on constrained directed graph.
Int. J. Model. Simul. Sci. Comput., 2022
Non-revisiting genetic cost-sensitive sparse autoencoder for imbalanced fault diagnosis.
Appl. Soft Comput., 2022
Proceedings of the 25th IEEE International Conference on Computer Supported Cooperative Work in Design, 2022
Proceedings of the Conference on Robot Learning, 2022
2021
Proceedings of the 24th IEEE International Conference on Computer Supported Cooperative Work in Design, 2021
Tacit Knowledge Representation and Classification Based on Statistical Data for Production Process.
Proceedings of the 24th IEEE International Conference on Computer Supported Cooperative Work in Design, 2021
Imbalanced Fault Diagnosis Based on Particle Swarm Optimization and Sparse Auto-Encoder.
Proceedings of the 24th IEEE International Conference on Computer Supported Cooperative Work in Design, 2021
2020
A learning-based multiscale modelling approach to real-time serial manipulator kinematics simulation.
Neurocomputing, 2020
Cost sensitive active learning using bidirectional gated recurrent neural networks for imbalanced fault diagnosis.
Neurocomputing, 2020
2019
A Heuristic Algorithm for Optimal Service Composition in Complex Manufacturing Networks.
Complex., 2019
A hypernetwork-based approach to collaborative retrieval and reasoning of engineering design knowledge.
Adv. Eng. Informatics, 2019
A Regression-Based Collaborative Filtering Recommendation Approach to Time-Stepping Multi-Solver Co-Simulation.
IEEE Access, 2019
IEEE Access, 2019
Anomaly Detection for Industry Product Quality Inspection based on Gaussian Restricted Boltzmann Machine.
Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019
A Novel Fault Detection and Diagnosis Method Based on Gaussian-Bernoulli Restricted Boltzmann Machine.
Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019
An Approximation Model Based on Kernel Ridge Regression for Robot Kinematics Simulation.
Proceedings of the 23rd IEEE International Conference on Computer Supported Cooperative Work in Design, 2019
A Novel Hierarchical Collaborative Method Based on Multi-objective Optimization for Modularization of Product Platform.
Proceedings of the 23rd IEEE International Conference on Computer Supported Cooperative Work in Design, 2019
Knowledge-based Intelligent Assembly of Complex Products in a Cloud CPS-based System.
Proceedings of the 23rd IEEE International Conference on Computer Supported Cooperative Work in Design, 2019
A Mapping Approach of Virtual-Real UR10 Twins Based on Long Short-Term Memory Neural Net.
Proceedings of the 23rd IEEE International Conference on Computer Supported Cooperative Work in Design, 2019
A heuristic pathfinding algorithm for dynamic fault tolerance in manufacturing networks.
Proceedings of the 15th IEEE International Conference on Automation Science and Engineering, 2019
Hidden Markov Model Combined with Kernel Principal Component Analysis for Nonlinear Multimode Process Fault Detection.
Proceedings of the 15th IEEE International Conference on Automation Science and Engineering, 2019
2018
Knowledge-Based Resource Allocation for Collaborative Simulation Development in a Multi-Tenant Cloud Computing Environment.
IEEE Trans. Serv. Comput., 2018
A Multi-objective Collaborative Optimization Algorithm Based on Cycle Subsystem Model with Features for Product Family Design.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018
Proceedings of the 22nd IEEE International Conference on Computer Supported Cooperative Work in Design, 2018
2017
A collaborative system for capturing and reusing in-context design knowledge with an integrated representation model.
Adv. Eng. Informatics, 2017
A reliability optimization method for collaborative manufacturing service network based on mining of important nodes.
Proceedings of the 21st IEEE International Conference on Computer Supported Cooperative Work in Design, 2017
2016
Service architecture and evaluation model of distributed 3D printing based on cloud manufacturing.
Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016
Integrating the codification and personalisation views of knowledge for collaborative design.
Proceedings of the 20th IEEE International Conference on Computer Supported Cooperative Work in Design, 2016
2015
Schedule and cost integrated estimation for complex product modeling based on Weibull distribution.
Proceedings of the 19th IEEE International Conference on Computer Supported Cooperative Work in Design, 2015
Proceedings of the 19th IEEE International Conference on Computer Supported Cooperative Work in Design, 2015
2014
A variable-step interaction algorithm for multidisciplinary collaborative simulation.
Integr. Comput. Aided Eng., 2014
Multi-level knowledge representation and retrieval of complex product design based on BOM.
Proceedings of the IEEE 18th International Conference on Computer Supported Cooperative Work in Design, 2014
2013
Modular Collaborative Simulation in Multibody System Dynamics of Complex Mechatronic Products.
Proceedings of the IEEE International Conference on Systems, 2013
Proceedings of the 2013 IEEE 17th International Conference on Computer Supported Cooperative Work in Design (CSCWD), 2013
Proceedings of the 2013 IEEE 17th International Conference on Computer Supported Cooperative Work in Design (CSCWD), 2013
Proceedings of the AsiaSim 2013, 2013
Proceedings of the AsiaSim 2013, 2013
2012
Using collaborative computing technologies to enable the sharing and integration of simulation services for product design.
Simul. Model. Pract. Theory, 2012
A hybrid genetic algorithm for two-stage multi-item inventory system with stochastic demand.
Neural Comput. Appl., 2012
An effective monetization model with pricing and charging strategy on Cloud Simulation Platform.
Proceedings of the IEEE 16th International Conference on Computer Supported Cooperative Work in Design, 2012
2011
Truncation error calculation based on Richardson extrapolation for variable-step collaborative simulation.
Sci. China Inf. Sci., 2011
A modular method to implement multidisciplinary CAE systems into a distributed simulation environment.
Proceedings of the IEEE International Conference on Systems, 2011
A variable-step numerical method for collaborative computation of two coupling models in multidisciplinary engineering systems.
Proceedings of the 2011 15th International Conference on Computer Supported Cooperative Work in Design, 2011
Proceedings of the 2011 15th International Conference on Computer Supported Cooperative Work in Design, 2011
2010
A model-driven approach to multidisciplinary collaborative simulation for virtual product development.
Adv. Eng. Informatics, 2010
Adv. Eng. Informatics, 2010
A study on the run-time interaction between distributed computational models in multidisciplinary collaborative simulation.
Proceedings of the IEEE International Conference on Systems, 2010
An effective interaction control mechanism with minor step for multidisciplinary collaborative simulation system.
Proceedings of the 2010 14th International Conference on Computer Supported Cooperative Work in Design, 2010
2009
A solution of multidisciplinary collaborative simulation for complex engineering systems in a distributed heterogeneous environment.
Sci. China Ser. F Inf. Sci., 2009
A Service-Oriented Approach for the Collaborative Simulation of Complex Engineering Systems.
Proceedings of the 2009 IEEE Congress on Services, Part I, 2009
Proceedings of the CSIE 2009, 2009 WRI World Congress on Computer Science and Information Engineering, March 31, 2009
Proceedings of the 13th International Conference on Computers Supported Cooperative Work in Design, 2009
2008
Integrating web services technology to HLA-based multidisciplinary collaborative simulation system for complex product development.
Proceedings of the 12th International Conference on CSCW in Design, 2008
Proceedings of the 12th International Conference on CSCW in Design, 2008
Proceedings of the 12th International Conference on CSCW in Design, 2008
2007
Multi-disciplinary simulation and analysis of complex product in service oriented environment.
Proceedings of the IEEE International Conference on Service-Oriented Computing and Applications, 2007
To Implement Distributed Multidisciplinary Federated Simulation for Collaborative Product Development.
Proceedings of the Computer Supported Cooperative Work in Design IV, 2007
Proceedings of the 11th International Conference on Computer Supported Cooperative Work in Design, 2007
Proceedings of the 11th International Conference on Computer Supported Cooperative Work in Design, 2007
Supporting Collaborative Product Design with a Web Service and HLA Based Architecture.
Proceedings of the 11th International Conference on Computer Supported Cooperative Work in Design, 2007
2006
Proceedings of the 2006 IEEE International Conference on e-Business Engineering (ICEBE 2006), 2006
A Distributed M&S Environment for Multidisciplinary Collaborative Design of Virtual Prototyping.
Proceedings of the Computer Supported Cooperative Work in Design III, 2006
An approach of Multidisciplinary Collaborative Design for Virtual Prototyping in Distributed Network Environment.
Proceedings of the 10th International Conference on CSCW in Design, 2006
Proceedings of the 10th International Conference on CSCW in Design, 2006
2005
Application of DSM-based process reengineering in multidisciplinary cooperative design.
Proceedings of the Ninth International Conference on Computer Supported Cooperative Work in Design, 2005
2004
Concurrent Design Approach and its Collaborative Environment for Integrated Complex Product Development.
Trans. SDPS, 2004
Proceedings of the Computer Supported Cooperative Work in Design I, 2004