Faculty
王宏伟博士，浙江大学长聘教授、博士生导师，担任浙江大学-UIUC联合学院副院长、数据与信息科学研究部主任，UIUC工学院兼聘教授。曾任职英国朴茨茅斯大学工学院永久职位副教授独立领导研究团队，作为第一导师指导毕业博士、硕士生30余人（其中一人获得国家“优秀自费留学奖”）。任职朴茨茅斯大学前，他分别在浙江大学（生仪学院/竺可桢学院)、清华大学（自动化系）、剑桥大学（工程系）获得学士、硕士和博士学位。
担任浙江省海外高层次人才联谊会总会副秘书长、电子信息分会副会长，受邀成为浙江省多个地市区的顾问专家。王教授是英国高等教育院Fellow，是IEEE、人工智能学会等多个国际国内学术组织资深会员，担任国际期刊Journal of Service Oriented Computing and Applications编委以及IJCAI、IEEE CSCWD等多个高水平国际会议技术委员会委员和组织者。曾为国际会议做主旨报告两次，获得四项高水平国际会议最佳论文奖。
研究兴趣是人工智能（AI）与基于知识的系统（KBS）应用于复杂系统设计、分析、制造和维护，近年来主要从事知识图谱构建、基于知识的决策与推理、知识驱动的协同建模与仿真、复杂系统状态监测和故障诊断等方面的研究工作，主持和参加国家重点研发计划、自然科学基金、航天重点实验室基金、EPSRC等中英大型科研项目10余项。研究成果成功应用于工业系统软件的研发，涉及能源、汽车、航天等多个领域的人工智能技术应用研究，曾获得“吴文俊人工智能奖”等重要科研奖励。发表学术论文120余篇，其中包括IEEE Trans. on Industrial Informatics、IEEE Trans. on Services Computing、IEEE Trans. on SMC: Systems、Applied Soft Computing、IEEE Trans. on Instrumentation and Measurement、Neurocomputing、Energy、ISA Transactions、Robotics and Computer-Integrated Manufacturing、Advanced Engineering Informatics等一区、二区期刊论文40余篇，申请发明专利12项。
王教授课题组长期招收博士后、科研助理，欢迎具有计算机、自动化、电子信息、机械工程背景的候选人申请。
欢迎具有创新意识和进取精神的同学加入团队攻读博士、硕士学位或参加本科生科研训练计划。
Pulications
2022
Zhang, Jian; Qin, Bo; Zhang, Yufei; Zhou, Junhua; Wang, Hongwei
A knowledge extraction framework for domain-specific application with simplified pre-trained language model and attention-based feature extractor Journal Article
In: Service Oriented Computing and Applications, pp. 1–11, 2022.
@article{zhang2022knowledge,
title = {A knowledge extraction framework for domain-specific application with simplified pre-trained language model and attention-based feature extractor},
author = {Jian Zhang and Bo Qin and Yufei Zhang and Junhua Zhou and Hongwei Wang},
year = {2022},
date = {2022-01-01},
journal = {Service Oriented Computing and Applications},
pages = {1--11},
publisher = {Springer},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Xie, Tingyu; Tao, Shuting; Li, Qi; Wang, Hongwei; Jin, Yihong
A lattice LSTM-based framework for knowledge graph construction from power plants maintenance reports Journal Article
In: Service Oriented Computing and Applications, pp. 1–11, 2022.
@article{xie2022lattice,
title = {A lattice LSTM-based framework for knowledge graph construction from power plants maintenance reports},
author = {Tingyu Xie and Shuting Tao and Qi Li and Hongwei Wang and Yihong Jin},
year = {2022},
date = {2022-01-01},
journal = {Service Oriented Computing and Applications},
pages = {1--11},
publisher = {Springer},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Peng, Gongzhuang; Cheng, Yinliang; Wang, Hongwei; Shen, Weiming
Industrial IoT-Enabled Prediction Interval Estimation of Mechanical Performances for Hot-Rolling Steel Journal Article
In: IEEE Transactions on Instrumentation and Measurement, vol. 71, pp. 1–10, 2022.
@article{peng2022industrial,
title = {Industrial IoT-Enabled Prediction Interval Estimation of Mechanical Performances for Hot-Rolling Steel},
author = {Gongzhuang Peng and Yinliang Cheng and Hongwei Wang and Weiming Shen},
year = {2022},
date = {2022-01-01},
journal = {IEEE Transactions on Instrumentation and Measurement},
volume = {71},
pages = {1--10},
publisher = {IEEE},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Peng, Peng; Zhang, Wenjia; Zhang, Yi; Wang, Hongwei; Zhang, Heming
Non-revisiting genetic cost-sensitive sparse autoencoder for imbalanced fault diagnosis Journal Article
In: Applied Soft Computing, vol. 114, pp. 108138, 2022.
@article{peng2022non,
title = {Non-revisiting genetic cost-sensitive sparse autoencoder for imbalanced fault diagnosis},
author = {Peng Peng and Wenjia Zhang and Yi Zhang and Hongwei Wang and Heming Zhang},
year = {2022},
date = {2022-01-01},
journal = {Applied Soft Computing},
volume = {114},
pages = {108138},
publisher = {Elsevier},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Peng, Peng; Lu, Jiaxun; Xie, Tingyu; Tao, Shuting; Wang, Hongwei; Zhang, Heming
Open-Set Fault Diagnosis via Supervised Contrastive Learning with Negative Out-of-Distribution Data Augmentation Journal Article
In: IEEE Transactions on Industrial Informatics, 2022.
@article{peng2022open,
title = {Open-Set Fault Diagnosis via Supervised Contrastive Learning with Negative Out-of-Distribution Data Augmentation},
author = {Peng Peng and Jiaxun Lu and Tingyu Xie and Shuting Tao and Hongwei Wang and Heming Zhang},
year = {2022},
date = {2022-01-01},
journal = {IEEE Transactions on Industrial Informatics},
publisher = {IEEE},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Peng, Peng; Lu, Jiaxun; Tao, Shuting; Ma, Ke; Zhang, Yi; Wang, Hongwei; Zhang, Heming
Progressively balanced supervised contrastive representation learning for long-tailed fault diagnosis Journal Article
In: IEEE Transactions on Instrumentation and Measurement, vol. 71, pp. 1–12, 2022.
@article{peng2022progressively,
title = {Progressively balanced supervised contrastive representation learning for long-tailed fault diagnosis},
author = {Peng Peng and Jiaxun Lu and Shuting Tao and Ke Ma and Yi Zhang and Hongwei Wang and Heming Zhang},
year = {2022},
date = {2022-01-01},
journal = {IEEE Transactions on Instrumentation and Measurement},
volume = {71},
pages = {1--12},
publisher = {IEEE},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Liu, Wenzheng; Zhao, Chun; Liu, Yue; Wang, Hongwei; Zhao, Wei; Zhang, Heming
Sim2real kinematics modeling of industrial robots based on FPGA-acceleration Journal Article
In: Robotics and Computer-Integrated Manufacturing, vol. 77, pp. 102350, 2022.
@article{liu2022sim2real,
title = {Sim2real kinematics modeling of industrial robots based on FPGA-acceleration},
author = {Wenzheng Liu and Chun Zhao and Yue Liu and Hongwei Wang and Wei Zhao and Heming Zhang},
year = {2022},
date = {2022-01-01},
journal = {Robotics and Computer-Integrated Manufacturing},
volume = {77},
pages = {102350},
publisher = {Elsevier},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Peng, Peng; Zhang, Yi; Wang, Hongwei; Zhang, Heming
Towards robust and understandable fault detection and diagnosis using denoising sparse autoencoder and smooth integrated gradients Journal Article
In: ISA transactions, vol. 125, pp. 371–383, 2022.
@article{peng2022towards,
title = {Towards robust and understandable fault detection and diagnosis using denoising sparse autoencoder and smooth integrated gradients},
author = {Peng Peng and Yi Zhang and Hongwei Wang and Heming Zhang},
year = {2022},
date = {2022-01-01},
journal = {ISA transactions},
volume = {125},
pages = {371--383},
publisher = {Elsevier},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Ma, Ke; Qin, Bo; Wang, Hongwei
A Profiling and Query Platform for Research Management Based on Knowledge Graph Inproceedings
In: 2022 IEEE 25th International Conference on Computer Supported Cooperative Work in Design (CSCWD), pp. 822–827, IEEE 2022.
@inproceedings{ma2022profiling,
title = {A Profiling and Query Platform for Research Management Based on Knowledge Graph},
author = {Ke Ma and Bo Qin and Hongwei Wang},
year = {2022},
date = {2022-01-01},
booktitle = {2022 IEEE 25th International Conference on Computer Supported Cooperative Work in Design (CSCWD)},
pages = {822--827},
organization = {IEEE},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Wang, Zixuan; Zhou, Junhua; Wang, Hongwei
Cyber-Physical System Enabled Path Planning Simulation for Collaborative Industrial Robots Inproceedings
In: 2022 IEEE 25th International Conference on Computer Supported Cooperative Work in Design (CSCWD), pp. 711–716, IEEE 2022.
@inproceedings{wang2022cyber,
title = {Cyber-Physical System Enabled Path Planning Simulation for Collaborative Industrial Robots},
author = {Zixuan Wang and Junhua Zhou and Hongwei Wang},
year = {2022},
date = {2022-01-01},
booktitle = {2022 IEEE 25th International Conference on Computer Supported Cooperative Work in Design (CSCWD)},
pages = {711--716},
organization = {IEEE},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Li, Mengxuan; Wang, Hongwei
Enabling Improved Learning Capability of Industrial Robots with Knowledge Graph Towards Intelligent Digital Twins Inproceedings
In: 2022 IEEE 25th International Conference on Computer Supported Cooperative Work in Design (CSCWD), pp. 599–604, IEEE 2022.
@inproceedings{li2022enabling,
title = {Enabling Improved Learning Capability of Industrial Robots with Knowledge Graph Towards Intelligent Digital Twins},
author = {Mengxuan Li and Hongwei Wang},
year = {2022},
date = {2022-01-01},
booktitle = {2022 IEEE 25th International Conference on Computer Supported Cooperative Work in Design (CSCWD)},
pages = {599--604},
organization = {IEEE},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Peng, Peng; Wang, Xinyue; Lu, Jiaxun; Li, Qi; Tao, Shuting; Wang, Zixuan; Wang, Hongwei; Zhang, Heming
Imbalanced Fault Diagnosis by Supervised Contrastive Learning Inproceedings
In: 2022 IEEE 25th International Conference on Computer Supported Cooperative Work in Design (CSCWD), pp. 689–692, IEEE 2022.
@inproceedings{peng2022imbalanced,
title = {Imbalanced Fault Diagnosis by Supervised Contrastive Learning},
author = {Peng Peng and Xinyue Wang and Jiaxun Lu and Qi Li and Shuting Tao and Zixuan Wang and Hongwei Wang and Heming Zhang},
year = {2022},
date = {2022-01-01},
booktitle = {2022 IEEE 25th International Conference on Computer Supported Cooperative Work in Design (CSCWD)},
pages = {689--692},
organization = {IEEE},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Qin, Bo; Zhang, Jian; Ma, Ke; Peng, Peng; Wang, Hongwei
Knowledge Mining Based Collaborative Framework for Manufacturing Value Chains Inproceedings
In: 2022 IEEE 25th International Conference on Computer Supported Cooperative Work in Design (CSCWD), pp. 847–854, IEEE 2022.
@inproceedings{qin2022knowledge,
title = {Knowledge Mining Based Collaborative Framework for Manufacturing Value Chains},
author = {Bo Qin and Jian Zhang and Ke Ma and Peng Peng and Hongwei Wang},
year = {2022},
date = {2022-01-01},
urldate = {2022-01-01},
booktitle = {2022 IEEE 25th International Conference on Computer Supported Cooperative Work in Design (CSCWD)},
pages = {847--854},
organization = {IEEE},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Shang, Jialin; Huang, Jingyuan; Zeng, Shihua; Zhang, Jian; Wang, Hongwei
Representation and Extraction of Physics Knowledge Based on Knowledge Graph and Embedding-Combined Text Classification for Cooperative Learning Inproceedings
In: 2022 IEEE 25th International Conference on Computer Supported Cooperative Work in Design (CSCWD), pp. 1053–1058, IEEE 2022.
@inproceedings{shang2022representation,
title = {Representation and Extraction of Physics Knowledge Based on Knowledge Graph and Embedding-Combined Text Classification for Cooperative Learning},
author = {Jialin Shang and Jingyuan Huang and Shihua Zeng and Jian Zhang and Hongwei Wang},
year = {2022},
date = {2022-01-01},
booktitle = {2022 IEEE 25th International Conference on Computer Supported Cooperative Work in Design (CSCWD)},
pages = {1053--1058},
organization = {IEEE},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Yan, Kaihong; Zhang, Ying; Tang, Haoran; Ren, Chengkai; Zhang, Jian; Wang, Gaoang; Wang, Hongwei
Signature Detection, Restoration, and Verification: A Novel Chinese Document Signature Forgery Detection Benchmark Inproceedings
In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp. 5163–5172, 2022.
@inproceedings{yan2022signature,
title = {Signature Detection, Restoration, and Verification: A Novel Chinese Document Signature Forgery Detection Benchmark},
author = {Kaihong Yan and Ying Zhang and Haoran Tang and Chengkai Ren and Jian Zhang and Gaoang Wang and Hongwei Wang},
year = {2022},
date = {2022-01-01},
urldate = {2022-01-01},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition},
pages = {5163--5172},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
2021
Wang, H.; Wang, H.
Score of Token Distribution: An Algorithm for Token Imbalance Evaluation in NMT Corpus Inproceedings
In: Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing (EMNLP 2021), Punta Cana, Dominican Republic, 2021.
@inproceedings{wang2021score,
title = {Score of Token Distribution: An Algorithm for Token Imbalance Evaluation in NMT Corpus},
author = {H. Wang and H. Wang},
year = {2021},
date = {2021-11-01},
booktitle = {Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing (EMNLP 2021), Punta Cana, Dominican Republic},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Zhang, Yufei; Wang, Hongwei; Zhai, Xiang; Zhao, Yanwei; Guo, Jing
A C-RFBS model for the efficient construction and reuse of interpretable design knowledge records across knowledge networks Journal Article
In: Systems Science & Control Engineering, vol. 9, no. 1, pp. 497–513, 2021.
@article{zhang2021c,
title = {A C-RFBS model for the efficient construction and reuse of interpretable design knowledge records across knowledge networks},
author = {Yufei Zhang and Hongwei Wang and Xiang Zhai and Yanwei Zhao and Jing Guo},
year = {2021},
date = {2021-01-01},
journal = {Systems Science & Control Engineering},
volume = {9},
number = {1},
pages = {497--513},
publisher = {Taylor & Francis},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Peng, Gongzhuang; Huang, Keke; Wang, Hongwei
Dynamic multimode process monitoring using recursive GMM and KPCA in a hot rolling mill process Journal Article
In: Systems Science & Control Engineering, vol. 9, no. 1, pp. 592–601, 2021.
@article{peng2021dynamic,
title = {Dynamic multimode process monitoring using recursive GMM and KPCA in a hot rolling mill process},
author = {Gongzhuang Peng and Keke Huang and Hongwei Wang},
year = {2021},
date = {2021-01-01},
journal = {Systems Science & Control Engineering},
volume = {9},
number = {1},
pages = {592--601},
publisher = {Taylor & Francis},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Zhang, Jian; Qin, Bo; Zhang, Yufei; Zhou, Junhua; Wang, Hongwei
A Framework for Effective Knowledge Extraction from A Data Space Formed by Unstructured Technical Reports using Pre-trained Models Inproceedings
In: 2021 IEEE International Conference on e-Business Engineering (ICEBE), pp. 120–125, IEEE 2021.
@inproceedings{zhang2021framework,
title = {A Framework for Effective Knowledge Extraction from A Data Space Formed by Unstructured Technical Reports using Pre-trained Models},
author = {Jian Zhang and Bo Qin and Yufei Zhang and Junhua Zhou and Hongwei Wang},
year = {2021},
date = {2021-01-01},
booktitle = {2021 IEEE International Conference on e-Business Engineering (ICEBE)},
pages = {120--125},
organization = {IEEE},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Liu, Xinfeng; Zheng, Ronghui; Wang, Hongwei; Butala, Mark D; Liu, Deng; Ren, Xianan; Hu, Simon
A Knowledge Management Framework for Vehicle Hazard Analysis Inproceedings
In: 2021 IEEE International Conference on e-Business Engineering (ICEBE), pp. 165–169, IEEE 2021.
@inproceedings{liu2021knowledgemanagement,
title = {A Knowledge Management Framework for Vehicle Hazard Analysis},
author = {Xinfeng Liu and Ronghui Zheng and Hongwei Wang and Mark D Butala and Deng Liu and Xianan Ren and Simon Hu},
year = {2021},
date = {2021-01-01},
booktitle = {2021 IEEE International Conference on e-Business Engineering (ICEBE)},
pages = {165--169},
organization = {IEEE},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Qin, Hao; Wang, Hongwei; Zhang, Yu; Lin, Libin
Constructing digital twin for smart manufacturing Inproceedings
In: 2021 IEEE 24th International Conference on Computer Supported Cooperative Work in Design (CSCWD), pp. 638–642, IEEE 2021.
@inproceedings{qin2021constructing,
title = {Constructing digital twin for smart manufacturing},
author = {Hao Qin and Hongwei Wang and Yu Zhang and Libin Lin},
year = {2021},
date = {2021-01-01},
booktitle = {2021 IEEE 24th International Conference on Computer Supported Cooperative Work in Design (CSCWD)},
pages = {638--642},
organization = {IEEE},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Peng, Peng; Zhang, Wenjia; Zhang, Yi; Wang, Hongwei; Zhang, Heming
Imbalanced fault diagnosis based on particle swarm optimization and sparse auto-encoder Inproceedings
In: 2021 IEEE 24th International Conference on Computer Supported Cooperative Work in Design (CSCWD), pp. 210–213, IEEE 2021.
@inproceedings{peng2021imbalanced,
title = {Imbalanced fault diagnosis based on particle swarm optimization and sparse auto-encoder},
author = {Peng Peng and Wenjia Zhang and Yi Zhang and Hongwei Wang and Heming Zhang},
year = {2021},
date = {2021-01-01},
booktitle = {2021 IEEE 24th International Conference on Computer Supported Cooperative Work in Design (CSCWD)},
pages = {210--213},
organization = {IEEE},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Li, Qi; Zhang, Yufei; Wang, Hongwei
Knowledge Base Question Answering for Intelligent Maintenance of Power Plants Inproceedings
In: 2021 IEEE 24th International Conference on Computer Supported Cooperative Work in Design (CSCWD), pp. 626–631, IEEE 2021.
@inproceedings{li2021knowledge,
title = {Knowledge Base Question Answering for Intelligent Maintenance of Power Plants},
author = {Qi Li and Yufei Zhang and Hongwei Wang},
year = {2021},
date = {2021-01-01},
booktitle = {2021 IEEE 24th International Conference on Computer Supported Cooperative Work in Design (CSCWD)},
pages = {626--631},
organization = {IEEE},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Liu, Xiaoying; Wang, Hongwei
Knowledge Graph Construction and Decision Support Towards Transformer Fault Maintenance Inproceedings
In: 2021 IEEE 24th International Conference on Computer Supported Cooperative Work in Design (CSCWD), pp. 661–666, IEEE 2021.
@inproceedings{liu2021knowledgegprah,
title = {Knowledge Graph Construction and Decision Support Towards Transformer Fault Maintenance},
author = {Xiaoying Liu and Hongwei Wang},
year = {2021},
date = {2021-01-01},
booktitle = {2021 IEEE 24th International Conference on Computer Supported Cooperative Work in Design (CSCWD)},
pages = {661--666},
organization = {IEEE},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Jin, Yihong; Fu, Guanshujie; Qian, Liyang; Liu, Hanwen; Wang, Hongwei
Representation and Extraction of Diesel Engine Maintenance Knowledge Graph with Bidirectional Relations Based on BERT and the Bi-LSTM-CRF Model Inproceedings
In: 2021 IEEE International Conference on e-Business Engineering (ICEBE), pp. 126–133, IEEE 2021.
@inproceedings{jin2021representation,
title = {Representation and Extraction of Diesel Engine Maintenance Knowledge Graph with Bidirectional Relations Based on BERT and the Bi-LSTM-CRF Model},
author = {Yihong Jin and Guanshujie Fu and Liyang Qian and Hanwen Liu and Hongwei Wang},
year = {2021},
date = {2021-01-01},
booktitle = {2021 IEEE International Conference on e-Business Engineering (ICEBE)},
pages = {126--133},
organization = {IEEE},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
2020
Zhao, Jiaxin; Wang, Hongwei; Liu, Wenzheng; Zhang, Heming
A learning-based multiscale modelling approach to real-time serial manipulator kinematics simulation Journal Article
In: Neurocomputing, vol. 390, pp. 280–293, 2020.
@article{zhao2020learning,
title = {A learning-based multiscale modelling approach to real-time serial manipulator kinematics simulation},
author = {Jiaxin Zhao and Hongwei Wang and Wenzheng Liu and Heming Zhang},
year = {2020},
date = {2020-01-01},
journal = {Neurocomputing},
volume = {390},
pages = {280--293},
publisher = {Elsevier},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Peng, Peng; Zhang, Wenjia; Zhang, Yi; Xu, Yanyan; Wang, Hongwei; Zhang, Heming
Cost sensitive active learning using bidirectional gated recurrent neural networks for imbalanced fault diagnosis Journal Article
In: Neurocomputing, vol. 407, pp. 232–245, 2020.
@article{peng2020cost,
title = {Cost sensitive active learning using bidirectional gated recurrent neural networks for imbalanced fault diagnosis},
author = {Peng Peng and Wenjia Zhang and Yi Zhang and Yanyan Xu and Hongwei Wang and Heming Zhang},
year = {2020},
date = {2020-01-01},
journal = {Neurocomputing},
volume = {407},
pages = {232--245},
publisher = {Elsevier},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Qin, Hao; Wang, Hongwei; Johnson, Aylmer
Understanding the information needs and information-seeking behaviours of new-generation engineering designers for effective knowledge management Journal Article
In: Aslib Journal of Information Management, 2020.
@article{qin2020understanding,
title = {Understanding the information needs and information-seeking behaviours of new-generation engineering designers for effective knowledge management},
author = {Hao Qin and Hongwei Wang and Aylmer Johnson},
year = {2020},
date = {2020-01-01},
journal = {Aslib Journal of Information Management},
publisher = {Emerald Publishing Limited},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Peng, Peng; Wang, Yi; Zhang, Wenjia; Zhang, Yi; Zhang, Heming
Imbalanced process fault diagnosis using enhanced auxiliary classifier gan Inproceedings
In: 2020 Chinese Automation Congress (CAC), pp. 313–316, IEEE 2020.
@inproceedings{peng2020imbalanced,
title = {Imbalanced process fault diagnosis using enhanced auxiliary classifier gan},
author = {Peng Peng and Yi Wang and Wenjia Zhang and Yi Zhang and Heming Zhang},
year = {2020},
date = {2020-01-01},
booktitle = {2020 Chinese Automation Congress (CAC)},
pages = {313--316},
organization = {IEEE},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Hua, Jiang; Zeng, Liangcai; Li, Gongfa; Wang, Hongwei; Ju, Zhaojie
Pixel histogram based background modeling for moving target detection Inproceedings
In: 2020 International Symposium on Community-centric Systems (CcS), pp. 1–4, IEEE 2020.
@inproceedings{hua2020pixel,
title = {Pixel histogram based background modeling for moving target detection},
author = {Jiang Hua and Liangcai Zeng and Gongfa Li and Hongwei Wang and Zhaojie Ju},
year = {2020},
date = {2020-01-01},
booktitle = {2020 International Symposium on Community-centric Systems (CcS)},
pages = {1--4},
organization = {IEEE},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
2019
Wu, Yinan; Peng, Gongzhuang; Wang, Hongwei; Zhang, Heming
A heuristic algorithm for optimal service composition in complex manufacturing networks Journal Article
In: Complexity, vol. 2019, 2019.
@article{wu2019heuristic,
title = {A heuristic algorithm for optimal service composition in complex manufacturing networks},
author = {Yinan Wu and Gongzhuang Peng and Hongwei Wang and Heming Zhang},
year = {2019},
date = {2019-01-01},
journal = {Complexity},
volume = {2019},
publisher = {Hindawi},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Peng, Gongzhuang; Wang, Hongwei; Zhang, Heming; Huang, Keke
A hypernetwork-based approach to collaborative retrieval and reasoning of engineering design knowledge Journal Article
In: Advanced Engineering Informatics, vol. 42, pp. 100956, 2019.
@article{peng2019hypernetwork,
title = {A hypernetwork-based approach to collaborative retrieval and reasoning of engineering design knowledge},
author = {Gongzhuang Peng and Hongwei Wang and Heming Zhang and Keke Huang},
year = {2019},
date = {2019-01-01},
journal = {Advanced Engineering Informatics},
volume = {42},
pages = {100956},
publisher = {Elsevier},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Zhao, Jiaxin; Wang, Hongwei; Zhang, Heming
A regression-based collaborative filtering recommendation approach to time-stepping multi-solver co-simulation Journal Article
In: IEEE Access, vol. 7, pp. 22790–22806, 2019.
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title = {A regression-based collaborative filtering recommendation approach to time-stepping multi-solver co-simulation},
author = {Jiaxin Zhao and Hongwei Wang and Heming Zhang},
year = {2019},
date = {2019-01-01},
journal = {IEEE Access},
volume = {7},
pages = {22790--22806},
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Peng, Peng; Zhang, Yi; Liu, Feng; Wang, Hongwei; Zhang, Heming
A robust and sparse process fault detection method based on RSPCA Journal Article
In: IEEE Access, vol. 7, pp. 133799–133811, 2019.
@article{peng2019robust,
title = {A robust and sparse process fault detection method based on RSPCA},
author = {Peng Peng and Yi Zhang and Feng Liu and Hongwei Wang and Heming Zhang},
year = {2019},
date = {2019-01-01},
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Wu, Yinan; Peng, Gongzhuang; Wang, Hongwei; Zhang, Heming
A two-stage fault tolerance method for large-scale manufacturing network Journal Article
In: IEEE Access, vol. 7, pp. 81574–81592, 2019.
@article{wu2019two,
title = {A two-stage fault tolerance method for large-scale manufacturing network},
author = {Yinan Wu and Gongzhuang Peng and Hongwei Wang and Heming Zhang},
year = {2019},
date = {2019-01-01},
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Cao, Yue; Liu, Yusheng; Wang, Hongwei; Zhao, Jianjun; Ye, Xiaoping
Ontology-based model-driven design of distributed control applications in manufacturing systems Journal Article
In: Journal of Engineering Design, vol. 30, no. 10-12, pp. 523–562, 2019.
@article{cao2019ontology,
title = {Ontology-based model-driven design of distributed control applications in manufacturing systems},
author = {Yue Cao and Yusheng Liu and Hongwei Wang and Jianjun Zhao and Xiaoping Ye},
year = {2019},
date = {2019-01-01},
journal = {Journal of Engineering Design},
volume = {30},
number = {10-12},
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Wang, Hongwei; Yang, Yichun; Zhang, Yufei
A Macro Human Resource Management Platform Enabled by Big Data Technology Inproceedings
In: UK Workshop on Computational Intelligence, pp. 433–445, Springer 2019.
@inproceedings{wang2019macro,
title = {A Macro Human Resource Management Platform Enabled by Big Data Technology},
author = {Hongwei Wang and Yichun Yang and Yufei Zhang},
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Zhao, Jiaxin; Yang, Fan; Liu, Wenzheng; Liu, Feng; Li, Fei; Wang, Hongwei; Zhang, Heming
An Approximation Model Based on Kernel Ridge Regression for Robot Kinematics Simulation Inproceedings
In: 2019 IEEE 23rd International Conference on Computer Supported Cooperative Work in Design (CSCWD), pp. 313–318, IEEE 2019.
@inproceedings{zhao2019approximation,
title = {An Approximation Model Based on Kernel Ridge Regression for Robot Kinematics Simulation},
author = {Jiaxin Zhao and Fan Yang and Wenzheng Liu and Feng Liu and Fei Li and Hongwei Wang and Heming Zhang},
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date = {2019-01-01},
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Xie, Tingyu; Peng, Gongzhuang; Wang, Hongwei
Interval Construction and Optimization for Mechanical Property Forecasting with Improved Neural Networks Inproceedings
In: UK Workshop on Computational Intelligence, pp. 223–234, Springer 2019.
@inproceedings{xie2019interval,
title = {Interval Construction and Optimization for Mechanical Property Forecasting with Improved Neural Networks},
author = {Tingyu Xie and Gongzhuang Peng and Hongwei Wang},
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Xie, Tingyu; Yang, Yichun; Li, Qi; Liu, Xiaoying; Wang, Hongwei
Knowledge Graph Construction for Intelligent Analysis of Social Networking User Opinion Inproceedings
In: International Conference on e-Business Engineering, pp. 236–247, Springer 2019.
@inproceedings{xie2019knowledge,
title = {Knowledge Graph Construction for Intelligent Analysis of Social Networking User Opinion},
author = {Tingyu Xie and Yichun Yang and Qi Li and Xiaoying Liu and Hongwei Wang},
year = {2019},
date = {2019-01-01},
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Du, Yangkai; Huang, Jiayuan; Tao, Shuting; Wang, Hongwei
Knowledge graph construction for intelligent maintenance of power plants Inproceedings
In: International Conference on e-Business Engineering, pp. 515–526, Springer 2019.
@inproceedings{du2019knowledge,
title = {Knowledge graph construction for intelligent maintenance of power plants},
author = {Yangkai Du and Jiayuan Huang and Shuting Tao and Hongwei Wang},
year = {2019},
date = {2019-01-01},
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Peng, Gongzhuang; Wang, Hongwei; Zhang, Heming
Knowledge-based intelligent assembly of complex products in a cloud CPS-based system Inproceedings
In: 2019 IEEE 23rd International Conference on Computer Supported Cooperative Work in Design (CSCWD), pp. 135–139, IEEE 2019.
@inproceedings{peng2019knowledge,
title = {Knowledge-based intelligent assembly of complex products in a cloud CPS-based system},
author = {Gongzhuang Peng and Hongwei Wang and Heming Zhang},
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Yang, Jun; Wang, Hongwei; Zhang, Jian; Zhou, Xianming
Towards Intelligent Maintenance of Thermal Power Plants: A Novel Robot for Checking Water Wall Tube Inproceedings
In: International Conference on Intelligent Robotics and Applications, pp. 726–737, Springer 2019.
@inproceedings{yang2019towards,
title = {Towards Intelligent Maintenance of Thermal Power Plants: A Novel Robot for Checking Water Wall Tube},
author = {Jun Yang and Hongwei Wang and Jian Zhang and Xianming Zhou},
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2018
Wang, W. Liu. H. Wang Z.
Fault Diagnosis of Wind Turbine Gearbox Based on Historical Vibration Data Inproceedings
In: Proceedings of the 15th IEEE International Conference on E-Business Engineering (ICEBE 2018), Xi’an, China, 2018.
@inproceedings{wang2018fault,
title = {Fault Diagnosis of Wind Turbine Gearbox Based on Historical Vibration Data},
author = {W. Liu. H. Wang Z. Wang},
year = {2018},
date = {2018-11-01},
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Rizk, Yara; Awad, Mariette; Tunstel, Edward W
Decision making in multiagent systems: A survey Journal Article
In: IEEE Transactions on Cognitive and Developmental Systems, vol. 10, no. 3, pp. 514–529, 2018.
@article{rizk2018decision,
title = {Decision making in multiagent systems: A survey},
author = {Yara Rizk and Mariette Awad and Edward W Tunstel},
year = {2018},
date = {2018-01-01},
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Zhu, Housheng; Liu, Yusheng; Wang, Hongwei; Zhao, Jianjun
Efficient construction of the medial axis for a CAD model using parallel computing Journal Article
In: Engineering with Computers, vol. 34, no. 3, pp. 413–429, 2018.
@article{zhu2018efficient,
title = {Efficient construction of the medial axis for a CAD model using parallel computing},
author = {Housheng Zhu and Yusheng Liu and Hongwei Wang and Jianjun Zhao},
year = {2018},
date = {2018-01-01},
journal = {Engineering with Computers},
volume = {34},
number = {3},
pages = {413--429},
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Ren, She-Dong; Zhao, Yan-Wei; Lou, Jiong-Jiong; Hong, Huan-Huan; Wang, Hong-Wei
Multifactor correlation analysis and modeling for product low-carbon design Journal Article
In: Journal of Industrial and Production Engineering, vol. 35, no. 7, pp. 432–443, 2018.
@article{ren2018multifactor,
title = {Multifactor correlation analysis and modeling for product low-carbon design},
author = {She-Dong Ren and Yan-Wei Zhao and Jiong-Jiong Lou and Huan-Huan Hong and Hong-Wei Wang},
year = {2018},
date = {2018-01-01},
journal = {Journal of Industrial and Production Engineering},
volume = {35},
number = {7},
pages = {432--443},
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Leng, Longlong; Zhao, Yanwei; Wang, Zheng; Wang, Hongwei; Zhang, Jingling
Shared mechanism-based self-adaptive hyperheuristic for regional low-carbon location-routing problem with time windows Journal Article
In: Mathematical Problems in Engineering, vol. 2018, 2018.
@article{leng2018shared,
title = {Shared mechanism-based self-adaptive hyperheuristic for regional low-carbon location-routing problem with time windows},
author = {Longlong Leng and Yanwei Zhao and Zheng Wang and Hongwei Wang and Jingling Zhang},
year = {2018},
date = {2018-01-01},
journal = {Mathematical Problems in Engineering},
volume = {2018},
publisher = {Hindawi},
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Peng, Gongzhuang; Wang, Hongwei; Zhang, Heming
Collaborative Reasoning of Design Knowledge with a Hypemetwork Model Inproceedings
In: 2018 IEEE 22nd International Conference on Computer Supported Cooperative Work in Design ((CSCWD)), pp. 719–724, IEEE 2018.
@inproceedings{peng2018collaborative,
title = {Collaborative Reasoning of Design Knowledge with a Hypemetwork Model},
author = {Gongzhuang Peng and Hongwei Wang and Heming Zhang},
year = {2018},
date = {2018-01-01},
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Wang, Hongwei; Tan, Danmoyi; Liu, Wei
Electronic human resource management survey enabled by big data analysis Inproceedings
In: 2018 IEEE 15th International Conference on e-Business Engineering (ICEBE), pp. 341–346, IEEE 2018.
@inproceedings{wang2018electronic,
title = {Electronic human resource management survey enabled by big data analysis},
author = {Hongwei Wang and Danmoyi Tan and Wei Liu},
year = {2018},
date = {2018-01-01},
booktitle = {2018 IEEE 15th International Conference on e-Business Engineering (ICEBE)},
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