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ORCIDHeming Zhang 0001
Person information
- affiliation: Tsinghua University, Department of Automation, National Engineering Research Centre of Computer Integrated Manufacturing System (CIMS-ERC), Beijing, China
- affiliation (PhD 1995): Zhejiang University, Hangzhou, China
Other persons with the same name
- Heming Zhang 0002
![[0000-0002-2025-9090]](https://dblp.uni-trier.de/img/orcid-mark.12x12.png "0000-0002-2025-9090")
— Washington University in St. Louis, Institute for Informatics, Data Science and Biostatistics, St. Louis, MO, USA - Heming Zhang 0003 — University of Southern California, Los Angeles, CA, USA
- Heming Zhang 0004 — University of Tsukuba, Ibaraki, Japan
- Heming Zhang 0005 — Xidian University, Xi'an, China
- Heming Zhang 0006 — China University of Mining and Technology, School of Environmental Science and Spatial Informatics, Xuzhou, China
- Heming Zhang 0007 — Northwestern Polytechnical University, Xi'an, China
- Heming Zhang 0008 — Xi'an Technological University, School of Optical Engineering, China
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2020 – today
- 2024
[j27]Kai Chen, Mingyang Dai, Lei Xu, Songjiang Xu, Xin Xie, Xiaoguang Hu, Feng Huang, Heming Zhang:
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. 127(Part B): 107307 (2024)- [j26]Wenjia Zhang, Heming Zhang, Wenzheng Liu:
An improved time advance method for distributed multi-resolution modelling with interactive deviation characterization. Simul. Model. Pract. Theory 134: 102926 (2024) - 2023
- [j25]Peng Peng, Jiaxun Lu, Tingyu Xie, Shuting Tao, Hongwei Wang, Heming Zhang:
Open-Set Fault Diagnosis via Supervised Contrastive Learning With Negative Out-of-Distribution Data Augmentation. IEEE Trans. Ind. Informatics 19(3): 2463-2473 (2023) - 2022
- [j24]Qihao Wan, Heming Zhang:
A Novel Fault Identification Method Driven by Knowledge and Data. IEEE Access 10: 39566-39579 (2022) - [j23]Peng Peng, Wenjia Zhang, Yi Zhang, Hongwei Wang, Heming Zhang:
Non-revisiting genetic cost-sensitive sparse autoencoder for imbalanced fault diagnosis. Appl. Soft Comput. 114: 108138 (2022) - [j22]Gongzhuang Peng, Tie Li, Xiang Zhai, Wenzheng Liu, Heming Zhang:
Knowledge-driven material design platform based on the whole-process simulation and modeling. Int. J. Model. Simul. Sci. Comput. 13(2): 2241001:1-2241001:15 (2022) - [j21]Wenzheng Liu, Heming Zhang, Chao Tang, Shuangfei Wu, Hongguang Zhu:
Simulation-oriented model reuse in cyber-physical systems: A method based on constrained directed graph. Int. J. Model. Simul. Sci. Comput. 13(2): 2241005:1-2241005:20 (2022) - [j20]Yi Zhang, Peng Peng, Chongdang Liu, Yanyan Xu, Heming Zhang:
A sequential resampling approach for imbalanced batch process fault detection in semiconductor manufacturing. J. Intell. Manuf. 33(4): 1057-1072 (2022) - [j19]Wenzheng Liu, Chun Zhao, Yue Liu, Hongwei Wang, Wei Zhao, Heming Zhang:
Sim2real kinematics modeling of industrial robots based on FPGA-acceleration. Robotics Comput. Integr. Manuf. 77: 102350 (2022) - [j18]Peng Peng, Jiaxun Lu, Shuting Tao, Ke Ma, Yi Zhang, Hongwei Wang, Heming Zhang:
Progressively Balanced Supervised Contrastive Representation Learning for Long-Tailed Fault Diagnosis. IEEE Trans. Instrum. Meas. 71: 1-12 (2022) - [c49]Wenjia Zhang, Haoran Xu, Haoyi Niu, Peng Cheng, Ming Li, Heming Zhang, Guyue Zhou, Xianyuan Zhan:
Discriminator-Guided Model-Based Offline Imitation Learning. CoRL 2022: 1266-1276 - [c48]Peng Peng, Xinyue Wang, Jiaxun Lu, Qi Li, Shuting Tao, Zixuan Wang, Hongwei Wang, Heming Zhang:
Imbalanced Fault Diagnosis by Supervised Contrastive Learning. CSCWD 2022: 689-692 - [i1]Wenjia Zhang, Haoran Xu, Haoyi Niu, Peng Cheng, Ming Li, Heming Zhang, Guyue Zhou, Xianyuan Zhan:
Discriminator-Guided Model-Based Offline Imitation Learning. CoRR abs/2207.00244 (2022) - 2021
- [c47]Peng Peng, Wenjia Zhang, Yi Zhang, Hongwei Wang, Heming Zhang:
Imbalanced Fault Diagnosis Based on Particle Swarm Optimization and Sparse Auto-Encoder. CSCWD 2021: 210-213 - [c46]Qihao Wan, Heming Zhang, Yiran Wang:
Tacit Knowledge Representation and Classification Based on Statistical Data for Production Process. CSCWD 2021: 655-660 - [c45]Wenjia Zhang, Peng Peng, Heming Zhang:
Using Bidirectional GAN with Improved Training Architecture for Imbalanced Tasks. CSCWD 2021: 714-719 - 2020
- [j17]Jiaxin Zhao, Hongwei Wang, Wenzheng Liu, Heming Zhang:
A learning-based multiscale modelling approach to real-time serial manipulator kinematics simulation. Neurocomputing 390: 280-293 (2020) - [j16]Peng Peng, Wenjia Zhang, Yi Zhang, Yanyan Xu, Hongwei Wang, Heming Zhang:
Cost sensitive active learning using bidirectional gated recurrent neural networks for imbalanced fault diagnosis. Neurocomputing 407: 232-245 (2020)
2010 – 2019
- 2019
- [j15]Jiaxin Zhao, Hongwei Wang, Heming Zhang:
A Regression-Based Collaborative Filtering Recommendation Approach to Time-Stepping Multi-Solver Co-Simulation. IEEE Access 7: 22790-22806 (2019) - [j14]Yinan Wu, Gongzhuang Peng, Hongwei Wang, Heming Zhang:
A Two-Stage Fault Tolerance Method for Large-Scale Manufacturing Network. IEEE Access 7: 81574-81592 (2019) - [j13]Peng Peng, Yi Zhang, Feng Liu, Hongwei Wang, Heming Zhang:
A Robust and Sparse Process Fault Detection Method Based on RSPCA. IEEE Access 7: 133799-133811 (2019) - [j12]Gongzhuang Peng, Hongwei Wang, Heming Zhang, Keke Huang:
A hypernetwork-based approach to collaborative retrieval and reasoning of engineering design knowledge. Adv. Eng. Informatics 42 (2019) - [j11]Yinan Wu, Gongzhuang Peng, Hongwei Wang, Heming Zhang:
A Heuristic Algorithm for Optimal Service Composition in Complex Manufacturing Networks. Complex. 2019: 7819523:1-7819523:20 (2019) - [c44]Yinan Wu, Gongzhuang Peng, Heming Zhang:
A heuristic pathfinding algorithm for dynamic fault tolerance in manufacturing networks. CASE 2019: 1580-1585 - [c43]Peng Peng, Jiaxin Zhao, Yi Zhang, Heming Zhang:
Hidden Markov Model Combined with Kernel Principal Component Analysis for Nonlinear Multimode Process Fault Detection. CASE 2019: 1586-1591 - [c42]Gongzhuang Peng, Hongwei Wang, Heming Zhang:
Knowledge-based Intelligent Assembly of Complex Products in a Cloud CPS-based System. CSCWD 2019: 135-139 - [c41]Qihao Wan, Jiaxin Zhao, Jianru Xue, Chiyuan Zhang, Bin He, Heming Zhang:
A Novel Hierarchical Collaborative Method Based on Multi-objective Optimization for Modularization of Product Platform. CSCWD 2019: 215-220 - [c40]Wenzheng Liu, Jiaxin Zhao, Lipin Shi, Nan Xu, Feng Liu, Fei Li, Heming Zhang:
A Mapping Approach of Virtual-Real UR10 Twins Based on Long Short-Term Memory Neural Net. CSCWD 2019: 233-238 - [c39]Jiaxin Zhao, Fan Yang, Wenzheng Liu, Feng Liu, Fei Li, Hongwei Wang, Heming Zhang:
An Approximation Model Based on Kernel Ridge Regression for Robot Kinematics Simulation. CSCWD 2019: 313-318 - [c38]Yi Zhang, Peng Peng, Chongdang Liu, Heming Zhang:
Anomaly Detection for Industry Product Quality Inspection based on Gaussian Restricted Boltzmann Machine. SMC 2019: 1-6 - [c37]Peng Peng, Yinan Wu, Yi Zhang, Heming Zhang:
A Novel Fault Detection and Diagnosis Method Based on Gaussian-Bernoulli Restricted Boltzmann Machine. SMC 2019: 1349-1354 - 2018
- [j10]Gongzhuang Peng, Hongwei Wang, Jietao Dong, Heming Zhang:
Knowledge-Based Resource Allocation for Collaborative Simulation Development in a Multi-Tenant Cloud Computing Environment. IEEE Trans. Serv. Comput. 11(2): 306-317 (2018) - [c36]Gongzhuang Peng, Hongwei Wang, Heming Zhang:
Collaborative Reasoning of Design Knowledge with a Hypemetwork Model. CSCWD 2018: 719-724 - [c35]Qihao Wan, Gongzhuang Peng, Jiaxin Zhao, Heming Zhang:
A Multi-objective Collaborative Optimization Algorithm Based on Cycle Subsystem Model with Features for Product Family Design. SMC 2018: 3614-3619 - 2017
- [j9]Gongzhuang Peng, Hongwei Wang, Heming Zhang, Yanwei Zhao, Aylmer L. Johnson:
A collaborative system for capturing and reusing in-context design knowledge with an integrated representation model. Adv. Eng. Informatics 33: 314-329 (2017) - [c34]Yinan Wu, Heming Zhang:
A reliability optimization method for collaborative manufacturing service network based on mining of important nodes. CSCWD 2017: 402-407 - 2016
- [c33]Hongwei Wang, Oluwakemi Olayinka, Heming Zhang, Qian Shi:
Integrating the codification and personalisation views of knowledge for collaborative design. CSCWD 2016: 590-595 - [c32]Yinan Wu, Gongzhuang Peng, Lu Chen, Heming Zhang:
Service architecture and evaluation model of distributed 3D printing based on cloud manufacturing. SMC 2016: 2762-2767 - 2015
- [c31]Jiaxin Zhao, Gongzhuang Peng, Heming Zhang:
Schedule and cost integrated estimation for complex product modeling based on Weibull distribution. CSCWD 2015: 276-280 - [c30]Gongzhuang Peng, Jiaxin Zhao, Minghui Li, Baocun Hou, Heming Zhang:
A SLA-based scheduling approach for multi-tenant cloud simulation. CSCWD 2015: 600-605 - 2014
- [j8]Hongwei Wang, Huachao Mao, Heming Zhang:
A variable-step interaction algorithm for multidisciplinary collaborative simulation. Integr. Comput. Aided Eng. 21(3): 263-279 (2014) - [c29]Gongzhuang Peng, Huachao Mao, Minghui Li, Heming Zhang:
Multi-level knowledge representation and retrieval of complex product design based on BOM. CSCWD 2014: 226-230 - 2013
- [c28]Huachao Mao, Gongzhuang Peng, Heming Zhang:
Choosing Models of Appropriate Resolutions for Simulation: A MRM Approach. AsiaSim 2013: 188-199 - [c27]Gongzhuang Peng, Huachao Mao, Heming Zhang:
BMRSS: BOM-Based Multi-Resolution Simulation System Using Components. AsiaSim 2013: 485-496 - [c26]Chun Zhang, Huachao Mao, Gongzhuang Peng, Heming Zhang:
A novel BOM based multi-resolution model for federated simulation. CSCWD 2013: 178-183 - [c25]Hongwei Wang, Hao Qin, Heming Zhang:
Managing engineering analysis knowledge. CSCWD 2013: 447-453 - [c24]Heming Zhang, Huachao Mao, Gongzhuang Peng:
Modular Collaborative Simulation in Multibody System Dynamics of Complex Mechatronic Products. SMC 2013: 705-711 - 2012
- [j7]Yuli Zhang, Shiji Song, Heming Zhang, Cheng Wu, Wenjun Yin:
A hybrid genetic algorithm for two-stage multi-item inventory system with stochastic demand. Neural Comput. Appl. 21(6): 1087-1098 (2012) - [j6]Hongwei Wang, Heming Zhang:
Using collaborative computing technologies to enable the sharing and integration of simulation services for product design. Simul. Model. Pract. Theory 27: 47-64 (2012) - [c23]Lai Yu, Heming Zhang:
An effective monetization model with pricing and charging strategy on Cloud Simulation Platform. CSCWD 2012: 411-415 - 2011
- [j5]Heming Zhang, Silv Liang, Shiji Song, Hongwei Wang:
Truncation error calculation based on Richardson extrapolation for variable-step collaborative simulation. Sci. China Inf. Sci. 54(6): 1238-1250 (2011) - [c22]Ming Li, Xiyou Su, Heming Zhang:
The integration method research of MSL and collaborative simulation platform. CSCWD 2011: 29-33 - [c21]Heming Zhang, Pengfei Cui, Chun Zhang, Hongwei Wang:
A variable-step numerical method for collaborative computation of two coupling models in multidisciplinary engineering systems. CSCWD 2011: 610-616 - [c20]Pengfei Cui, Chun Zhang, Heming Zhang, Hongwei Wang:
A modular method to implement multidisciplinary CAE systems into a distributed simulation environment. SMC 2011: 1920-1925 - 2010
- [j4]Heming Zhang, Hongwei Wang, David Chen, Gregory Zacharewicz:
A model-driven approach to multidisciplinary collaborative simulation for virtual product development. Adv. Eng. Informatics 24(2): 167-179 (2010) - [j3]Hongwei Wang, Aylmer L. Johnson, Heming Zhang, Silv Liang:
Towards a collaborative modeling and simulation platform on the Internet. Adv. Eng. Informatics 24(2): 208-218 (2010) - [c19]Heming Zhang, Pengfei Cui, Hongwei Wang:
An effective interaction control mechanism with minor step for multidisciplinary collaborative simulation system. CSCWD 2010: 542-547 - [c18]Hongwei Wang, Heming Zhang:
A study on the run-time interaction between distributed computational models in multidisciplinary collaborative simulation. SMC 2010: 3702-3709
2000 – 2009
- 2009
- [j2]Heming Zhang:
A solution of multidisciplinary collaborative simulation for complex engineering systems in a distributed heterogeneous environment. Sci. China Ser. F Inf. Sci. 52(10): 1848-1862 (2009) - [c17]Silv Liang, Jialun Hu, Heming Zhang:
Performance analysis and improvement of collaborative simulation algorithm. CSCWD 2009: 44-49 - [c16]Jialun Hu, Heming Zhang:
Ontology Based Collaborative Simulation Framework Using HLA and Web Services. CSIE (5) 2009: 702-706 - [c15]Hongwei Wang, Heming Zhang, Aylmer L. Johnson:
A Service-Oriented Approach for the Collaborative Simulation of Complex Engineering Systems. SERVICES I 2009: 78-84 - 2008
- [c14]Silv Liang, Heming Zhang:
A novel combinative algorithm for multidisciplinary collaborative simulation. CSCWD 2008: 104-109 - [c13]Heming Zhang, Hongwei Wang, David Chen:
Integrating web services technology to HLA-based multidisciplinary collaborative simulation system for complex product development. CSCWD 2008: 420-426 - [c12]Junjie Huang, Heming Zhang:
Multi-Granularity Modeling of virtual prototyping in collaborative product design. CSCWD 2008: 710-715 - 2007
- [c11]Heming Zhang, Hongwei Wang, David Chen:
To Implement Distributed Multidisciplinary Federated Simulation for Collaborative Product Development. CSCWD (Selected Papers) 2007: 123-135 - [c10]Heming Zhang, Hongwei Wang, David Chen:
A Multidisciplinary Collaborative Design System in a Distributed Environment. CSCWD 2007: 233-239 - [c9]Hongwei Wang, Heming Zhang, Shih-Wei Liao:
A Service Oriented Paradigm to Support Collaborative Product development. CSCWD 2007: 240-245 - [c8]Li Jia, Heming Zhang:
Supporting Collaborative Product Design with a Web Service and HLA Based Architecture. CSCWD 2007: 479-483 - [c7]Hongwei Wang, Shih-Wei Liao, Heming Zhang:
Multi-disciplinary simulation and analysis of complex product in service oriented environment. SOCA 2007: 155-162 - 2006
- [c6]Heming Zhang, David Chen, Hongwei Wang:
A Distributed M&S Environment for Multidisciplinary Collaborative Design of Virtual Prototyping. CSCWD (Selected Papers) 2006: 178-187 - [c5]Hongwei Wang, Heming Zhang:
Collaborative Simulation Environment based on HLA and Web Service. CSCWD 2006: 694-699 - [c4]Heming Zhang, David Chen:
An approach of Multidisciplinary Collaborative Design for Virtual Prototyping in Distributed Network Environment. CSCWD 2006: 1121-1126 - [c3]Hongwei Wang, Heming Zhang:
Enabling Enterprise Resources Reusability and Interoperability through Web Services. ICEBE 2006: 655-662 - 2005
- [c2]Luning Xu, Heming Zhang, Wensheng Xu, Yongkang Zhang:
Application of DSM-based process reengineering in multidisciplinary cooperative design. CSCWD (2) 2005: 961-965 - 2004
- [j1]Heming Zhang, Wenhui Fan, Cheng Wu:
Concurrent Design Approach and its Collaborative Environment for Integrated Complex Product Development. Trans. SDPS 8(3): 89-97 (2004) - [c1]Heming Zhang, David Chen:
Developing a Multidisciplinary Approach of Concurrent Engineering. CSCWD (Selected papers) 2004: 230-241
Coauthor Index
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