彭功状
副研究员、硕士生导师
办公地点: 北京科技大学昌平创新园区南楼506
办公电话: 62332598-6581
电子邮件: gzpeng@ustb.edu.cn
科研方向
知识表示与知识重用；
工业大数据分析与处理；
仿真调度与优化。
工业大数据分析与处理；
仿真调度与优化。
社会职务
担任IEEE CSCWD国际会议session chair；
担任IEEE TII，IEEE IoT Journal，IEEE SMC，Engineering等高水平SCI期刊论文审稿人。
担任IEEE TII，IEEE IoT Journal，IEEE SMC，Engineering等高水平SCI期刊论文审稿人。
简历
2018.3至今 北京科技大学|工程技术研究院
2012.8-2018.1 清华大学 | 控制科学与工程 | 博士学位 | 博士研究生毕业
2016.9-2017.3 美国弗吉尼亚理工 | 工业工程 | 访问学者
2008.8-2012.7 北京航空航天大学大学 | 自动化 | 学士学位 | 大学本科毕业
2012.8-2018.1 清华大学 | 控制科学与工程 | 博士学位 | 博士研究生毕业
2016.9-2017.3 美国弗吉尼亚理工 | 工业工程 | 访问学者
2008.8-2012.7 北京航空航天大学大学 | 自动化 | 学士学位 | 大学本科毕业
代表性著作
(1)Gongzhuang Peng, Dong Xu, Quan Yang, and Weiming Shen. "A Novel Curve Pattern Recognition Framework for Hot-Rolling Slab Camber." IEEE Transactions on Industrial Informatics (2023).
(2)Gongzhuang Peng, Yufei Zhang, Hongwei Wang, and Weiming Shen. " DuAK: Reinforcement learning-based knowledge graph reasoning for steel surface defect detection." IEEE Transactions on Automation Science and Engineering (2023).
(3)Gongzhuang Peng, Yinliang Cheng, Hongwei Wang, and Weiming Shen. "Industrial IoT-Enabled Prediction Interval Estimation of Mechanical Performances for Hot-Rolling Steel." IEEE Transactions on Instrumentation and Measurement 71 (2022): 1-10.
(4)Peng, G., Cheng, Y., Wang, H., & Shen, W. Industrial big data-driven mechanical performances prediction for hot-rolling steel using lower upper bound estimation method. Journal of Manufacturing Systems (2022), 65, 104-114.
(5)Peng, Gongzhuang, Youzhao Sun, Qian Zhang, Quan Yang, and Weiming Shen. "A collaborative design platform for new alloy material development." Advanced Engineering Informatics 51 (2022): 101488.
(6)Peng, Gongzhuang, Youqi Wu, Chunjiang Zhang, and Weiming Shen. "Integrated optimization of storage location assignment and crane scheduling in an unmanned slab yard." Computers & Industrial Engineering 161 (2021): 107623.
(7)Huang, Keke, Yiming Wu, Chunhua Yang, Gongzhuang Peng*, and Weiming Shen. "Structure dictionary learning-based multimode process monitoring and its application to aluminum electrolysis process." IEEE Transactions on Automation Science and Engineering 17, no. 4 (2020): 1989-2003.
(8)Peng Gongzhuang, Wang Hongwei, Dong Jietao and Zhang Heming. "Knowledge-based resource allocation for collaborative simulation development in a multi-tenant cloud computing environment." IEEE Transactions on Services Computing 11.2 (2018): 306-317.
(9)Peng, Gongzhuang, Hongwei Wang, Heming Zhang, and Keke Huang. "A hypernetwork-based approach to collaborative retrieval and reasoning of engineering design knowledge." Advanced Engineering Informatics 42 (2019): 100956.
(10)Gongzhuang Peng, Xiao Song, Hongwei Wang, and Heming Zhang. Intelligent management of coal stockpiles using improved grey spontaneous combustion forecasting models. Energy, 2017, 132: 269-279.
(2)Gongzhuang Peng, Yufei Zhang, Hongwei Wang, and Weiming Shen. " DuAK: Reinforcement learning-based knowledge graph reasoning for steel surface defect detection." IEEE Transactions on Automation Science and Engineering (2023).
(3)Gongzhuang Peng, Yinliang Cheng, Hongwei Wang, and Weiming Shen. "Industrial IoT-Enabled Prediction Interval Estimation of Mechanical Performances for Hot-Rolling Steel." IEEE Transactions on Instrumentation and Measurement 71 (2022): 1-10.
(4)Peng, G., Cheng, Y., Wang, H., & Shen, W. Industrial big data-driven mechanical performances prediction for hot-rolling steel using lower upper bound estimation method. Journal of Manufacturing Systems (2022), 65, 104-114.
(5)Peng, Gongzhuang, Youzhao Sun, Qian Zhang, Quan Yang, and Weiming Shen. "A collaborative design platform for new alloy material development." Advanced Engineering Informatics 51 (2022): 101488.
(6)Peng, Gongzhuang, Youqi Wu, Chunjiang Zhang, and Weiming Shen. "Integrated optimization of storage location assignment and crane scheduling in an unmanned slab yard." Computers & Industrial Engineering 161 (2021): 107623.
(7)Huang, Keke, Yiming Wu, Chunhua Yang, Gongzhuang Peng*, and Weiming Shen. "Structure dictionary learning-based multimode process monitoring and its application to aluminum electrolysis process." IEEE Transactions on Automation Science and Engineering 17, no. 4 (2020): 1989-2003.
(8)Peng Gongzhuang, Wang Hongwei, Dong Jietao and Zhang Heming. "Knowledge-based resource allocation for collaborative simulation development in a multi-tenant cloud computing environment." IEEE Transactions on Services Computing 11.2 (2018): 306-317.
(9)Peng, Gongzhuang, Hongwei Wang, Heming Zhang, and Keke Huang. "A hypernetwork-based approach to collaborative retrieval and reasoning of engineering design knowledge." Advanced Engineering Informatics 42 (2019): 100956.
(10)Gongzhuang Peng, Xiao Song, Hongwei Wang, and Heming Zhang. Intelligent management of coal stockpiles using improved grey spontaneous combustion forecasting models. Energy, 2017, 132: 269-279.
获奖
第八届中国科协“青年人才托举工程” 项目
2023年中国物流与采购联合会科技进步二等奖
2022年安徽省科技进步二等奖
2022年中国金属学会一等奖
中国国际“互联网+”大学生创新创业大赛北京市二等奖（指导教师）
IEEE CSCWD 2020 Best Application Paper Award
IEEE CSCWD 2018 Best Paper Award
2023年中国物流与采购联合会科技进步二等奖
2022年安徽省科技进步二等奖
2022年中国金属学会一等奖
中国国际“互联网+”大学生创新创业大赛北京市二等奖（指导教师）
IEEE CSCWD 2020 Best Application Paper Award
IEEE CSCWD 2018 Best Paper Award
科研项目
1.国家自然科学基金面上项目，动态扰动下数据知识融合驱动的无人行车调度方法研究，主持
2.国家自然科学基金青年基金，基于超网络的产品设计知识表示与推理方法研究，主持；
3.企业横向课题，冶金生产过程数字孪生系统的共性技术研究及应用，主持
4.中央高校基本科研业务费，数据和知识驱动的产品质量管理方法研究，主持
5.企业横向课题，冶金库区无人行车与智能库管系统，主持
2.国家自然科学基金青年基金，基于超网络的产品设计知识表示与推理方法研究，主持；
3.企业横向课题，冶金生产过程数字孪生系统的共性技术研究及应用，主持
4.中央高校基本科研业务费，数据和知识驱动的产品质量管理方法研究，主持
5.企业横向课题，冶金库区无人行车与智能库管系统，主持