080202-机械电子工程
080201-机械制造及其自动化

智能决策
数据分析
不确定优化

2009-09--2015-06   华北电力大学   博士学位
2005-09--2009-06   大连理工大学   学士学位

   

2015-07~现在, 中国科学院沈阳自动化研究所, 数据智能决策技术课题组

2021-12-01-今,中国人工智能协会 终身会员,

   

（1） Applied Energy 杂志优秀审稿人奖, 其他, 2019
（2） Energy conversion and management杂志优秀审稿人奖, 其他, 2019
（3） 数字工厂研究室优秀职工, 研究所（学校）, 2018
（4） 国家研究生奖学金, 研究所（学校）, 2013

[1] 付殿峥, 杨天吉, 黄益泽, 潘怡君, 仝义明. 基于模糊集的不确定采暖期下多热源供热量计算控制方法. CN: CN115264580A, 2022-11-01.
[2] 付殿峥, 潘怡君, 郑泽宇, 杨子豪, 杨天吉. 面向石化产品生产线系统风险辨识的动态关联分析方法. CN: CN115470442A, 2022-12-13.
[3] 潘怡君, 付殿峥, 郑泽宇. 基于贝叶斯的抽油机无监督在线突变点检测及融合方法. CN: CN115434690A, 2022-12-06.
[4] 付殿峥, 潘怡君, 郑泽宇, 杨子豪, 杨天吉. 一种基于前后向关联系数的不同石化产品关联分析方法. CN: CN115186947A, 2022-10-14.
[5] 潘怡君, 郑泽宇, 付殿峥, 仝义明. 一种基于贝叶斯的深潜器多变量融合及漏水检测方法. CN: CN113837213A, 2021-12-24.
[6] 潘怡君, 郑泽宇, 付殿峥, 仝义明. 一种基于贝叶斯的深潜器多变量融合及漏水检测方法. CN: CN113837213B, 2023-07-28.

   

[1] 卫翔, 刘星璇, 付殿峥, 杨天吉, 杨家轩. 基于声纳搜索累积探测概率的平台路径优化方法. 系统仿真学报[J]. 2024, 第 3 作者null(null): 1-10, 
[2] Shao, Shuai, Fu, Dianzheng, Yang, Tianji, Mu, Hailin, Gao, Qiufeng, Zhang, Yun. Analysis of Machine Learning Models for Wastewater Treatment Plant Sludge Output Prediction. SUSTAINABILITY[J]. 2023, 第 2 作者  通讯作者  15(18): http://dx.doi.org/10.3390/su151813380.
[3] Fu Dianzheng, TJ Yang, YJ Pan, YM Tong. An inexact multiple-recourse hybrid-fuel management model with considering carbon reduction requirement for a biofuel-penetrated heating system. ENERGY REPORTS[J]. 2023, 第 1 作者  通讯作者  9: 4224-4242, http://dx.doi.org/10.1016/j.egyr.2023.03.081.
[4] Fu, Dianzheng, Yang, Tianji, Huang, Yize, Tong, Yiming. Integrated Optimization for Biofuel Management Associated with a Biomass-Penetrated Heating System under Multiple and Compound Uncertainties. ENERGIES[J]. 2022, 第 1 作者  通讯作者  15(15): http://dx.doi.org/10.3390/en15155406.
[5] Liu, Zhi, Luo, Changyong, Fu, Dianzheng, Gui, Jun, Zheng, Zeyu, Qi, Liang, Guo, Haojian. A novel transfer learning model for traditional herbal medicine prescription generation from unstructured resources and knowledge. ARTIFICIAL INTELLIGENCE IN MEDICINE[J]. 2022, 第 3 作者124: http://dx.doi.org/10.1016/j.artmed.2021.102232.
[6] Zhi Liu, Changyong Luo, Zeyu Zheng, Yan Li, Dianzheng Fu, Xinzhu Yu, Jiawei Zhao. TCMNER and PubMed: A Novel Chinese Character-Level-Based Model and a Dataset for TCM Named Entity Recognition. JOURNAL OF HEALTHCARE ENGINEERING[J]. 2021, 第 5 作者  通讯作者  2021: http://dx.doi.org/10.1155/2021/3544281.
[7] Gui, Jun, Zheng, Zeyu, Fu, Dianzheng, Fu, Yang, Liu, Zhi. Long-term correlations and multifractality of toll-free calls in China. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS[J]. 2021, 第 3 作者567: http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000608852000005.
[8] 潘怡君, 安汝峤, 郑泽宇, 付殿峥. Fault detection based on robust principal component analysis with a novel data compression method in the pumping unit.pdf. THE 11TH INTERNATIONAL CONFERENCE ON QUALITY, RELIABILITY, RISK, MAINTENANCE, AND SAFETY ENGINEERING & THE 4TH INTERNATIONAL CONFERENCE ON RELIABILITY SYSTEMS ENGINEERING (QR2MSE 2021 & ICRSE 2021). 2021, 第 4 作者1-6, 
[9] Pan, Yijun, Zheng, Zeyu, Fu, Dianzheng. Bayesian-based water leakage detection with a novel multisensor fusion method in a deep manned submersible. APPLIED OCEAN RESEARCH[J]. 2021, 第 3 作者106: http://dx.doi.org/10.1016/j.apor.2020.102459.
[10] 张涛, 付殿峥, 许原野, 董静雅. Remote sensing analysis of oilfield IoT based on density clustering. 2021 3RD INTERNATIONAL CONFERENCE ON INDUSTRIAL ARTIFICIAL INTELLIGENCE (IAI). 2021, 第 2 作者1-6, 
[11] 付殿峥, Zhou, Tingting, 杨天吉, 张涛, 董静雅. A biofuel risk management model for biomass-based heat sources considering supply-demand-side uncertainties. THE 11TH INTERNATIONAL CONFERENCE ON QUALITY, RELIABILITY, RISK, MAINTENANCE, AND SAFETY ENGINEERING & THE 4TH INTERNATIONAL CONFERENCE ON RELIABILITY SYSTEMS ENGINEERING (QR2MSE 2021 & ICRSE 2021). 2021, 第 1 作者1-5, 
[12] Pan, Yijun, An, Ruqiao, Fu, Dianzheng, Zheng, Zeyu, Yang, Zihao. Unsupervised Fault Detection With a Decision Fusion Method Based on Bayesian in the Pumping Unit. IEEE SENSORS JOURNAL[J]. 2021, 第 3 作者21(19): 21829-21838, http://dx.doi.org/10.1109/JSEN.2021.3103520.
[13] 董静雅, 付殿峥, 郑泽宇, 刘智, 高原, 桂珺. Data Compression Method Based on Operation Condition Identification. 2ND INTERNATIONAL CONFERENCE ON ELECTRICAL, COMMUNICATION AND COMPUTER ENGINEERING, ICECCE 2020. 2020, 第 2 作者
[14] Pan, Yijun, Zheng, Zeyu, Fu, Dianzheng. Bayesian-based anomaly detection in the industrial processes. 21ST IFAC WORLD CONGRESS 2020. 2020, 第 3 作者53(2): 11729-11734, http://dx.doi.org/10.1016/j.ifacol.2020.12.673.
[15] Jun Gui, Zeyu Zheng, Dianzheng Fu, Zihao Yang, Yuan Gao, Zhi Liu. Dynamics of calling activity to toll-free numbers in China. PLOS ONE[J]. 2020, 第 3 作者15(3): https://doaj.org/article/b8de5ddab5694b4e8cde805036ec7ea3.
[16] Liu, Zhi, Zheng, Zeyu, Guo, Xiwang, Qi, Liang, Gui, Jun, Fu, Dianzheng, Yao, Qingfeng, Jin, Luyao. AttentiveHerb: A Novel Method for Traditional Medicine Prescription Generation. IEEE ACCESS[J]. 2019, 第 6 作者7: 139069-139085, https://doaj.org/article/de43aa94025c47c5886f2b88b5715162.
[17] 付殿峥. 面向制造生产的多重多态不确定优化技术开发与应用. 全国机器人与智能制造博士后学术论坛文集. 2018, 第 1 作者39, http://ir.sia.cn/handle/173321/23764.
[18] Zheng, Zeyu, Yang, Huancheng, Fu, Yang, Fu, Dianzheng, Podobnik, Boris, Stanley, H Eugene. Factors influencing message dissemination through social media. PHYSICAL REVIEW E[J]. 2018, 第 4 作者97(6): 062306-1-062306-6, http://119.78.100.139/handle/173321/22106.
[19] Fu, D Z, Zheng, Z Y, Gui, J, Xiao, R, Huang, G H, Li, Y P. Development of a fuel management model for a multi-source district heating system under multi-uncertainty and multi-dimensional constraints. ENERGY CONVERSION AND MANAGEMENT[J]. 2017, 153: 243-256, http://dx.doi.org/10.1016/j.enconman.2017.10.002.
[20] Fu, D Z, Zheng, Z Y, Shi, H B, Xiao, Rui, Huang, G H, Li, Y P. A multi-fuel management model for a community-level district heating system under multiple uncertainties. ENERGY[J]. 2017, 128: 337-356, http://dx.doi.org/10.1016/j.energy.2017.04.031.
[21] Li Rui, Fu DianZheng, Zheng Zeyu, Li S, Dai Y, Cheng Y. An Analysis of the Correlation between Internet Public Opinion and Stock Market. 2017 4TH INTERNATIONAL CONFERENCE ON INFORMATION SCIENCE AND CONTROL ENGINEERING (ICISCE). 2017, 第 2 作者150-153, http://dx.doi.org/10.1109/ICISCE.2017.41.
[22] 郑泽宇, 付殿峥, 杨焕成. Factors that influence scope of information dissemination in online social networks and phase transition in process of communication. PROCEEDINGS OF 2017 9TH INTERNATIONAL CONFERENCE ON MODELLING, IDENTIFICATION AND CONTROL, ICMIC 2017. 2017, 第 2 作者776-781, http://ir.sia.cn/handle/173321/22418.
[23] 仝义明, 郑泽宇, 付殿峥, 傅洋, 李帅. A Cloud Computing Platform for Data Analysis based on R Cluster. 2016 INTERNATIONAL CONFERENCE ON CYBER-ENABLED DISTRIBUTED COMPUTING AND KNOWLEDGE DISCOVERY, CYBERC 2016. 2016, 第 3 作者243-248, 
[24] Fu Yang, Zheng Zeyu, Fu Dianzheng, Tong Yiming, IEEE. Comparison of Two Fractal Surface Modeling Methods. PROCEEDINGS OF THE 2016 12TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION (WCICA). 2016, 第 3 作者417-421, http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000388373800052.
[25] 郑泽宇. A modified-distance-based minimum spanning tree method for analyzing hierarchical structure of the power generation system. 12th World Congress on Intelligent Control and Automation. 2016, 
[26] Fu Dianzheng, Zheng Zeyu, Tong Yiming, Fu Yang. Development of a Residential Space-Heating Demand Prediction Method under Uncertainly. 2015 2ND INTERNATIONAL CONFERENCE ON GREEN MATERIALS AND ENVIRONMENTAL ENGINEERING (GMEE 2015). 2015, 第 1 作者170-173, http://www.irgrid.ac.cn/handle/1471x/1142721.
[27] 刘三省, 付殿峥, 闫端, 解玉磊, 李薇. 一种基于水质约束的农业种植模式优化模型建立及应用. 生态与农村环境学报[J]. 2015, 第 2 作者131-136, http://lib.cqvip.com/Qikan/Article/Detail?id=663588113.
[28] 费丹, 付殿峥. 大伙房水库暴雨洪水前后水体变化趋势分析. 东北水利水电[J]. 2014, 第 2 作者32(11): 38-39, http://lib.cqvip.com/Qikan/Article/Detail?id=663022771.
[29] Fu, Dianzheng, Li, Yongping, Huang, Guohe, Zhu, Ying. DEVELOPMENT OF A FUZZY-MARKOV-BASED INTERVAL STOCHASTIC DYNAMIC PROGRAMMING MODEL FOR RESERVOIR OPERATION MANAGEMENT. ENVIRONMENTAL ENGINEERING AND MANAGEMENT JOURNAL[J]. 2014, 第 1 作者13(3): 517-530, https://www.webofscience.com/wos/woscc/full-record/WOS:000340482600004.
[30] 付殿峥, 黄国和. 基于因子交互分析的热电厂经济性优化研究. 华北电力大学学报[J]. 2014, 第 1 作者41(4): 101-106, http://lib.cqvip.com/Qikan/Article/Detail?id=662074569.
[31] 付殿峥, 黄国和, 刘应梅. 基于供热发电分析的配煤优化方法. 电力建设[J]. 2013, 第 1 作者71-76, http://lib.cqvip.com/Qikan/Article/Detail?id=47918896.
[32] 徐毅, 汤烨, 付殿峥, 解玉磊. 基于水质模拟的不确定条件下两阶段随机水资源规划模型. 环境科学学报[J]. 2012, 第 3 作者32(12): 3133-3142, http://sciencechina.cn/gw.jsp?action=detail.jsp&internal_id=4695892&detailType=1.
[33] 付殿峥, 李薇, 李萌文, 胡敬韬. 低碳木薯—电力生态工业园区的建立. 华东电力[J]. 2011, 第 1 作者39(2): 299-302, http://lib.cqvip.com/Qikan/Article/Detail?id=36971047.

（1） 火电厂燃料管理岗位培训教材, 中国电力出版社, 2017-01, 第 其他 作者
（2） 火电厂燃料检测岗位培训教材, 中国电力出版社, 2018-01, 第 其他 作者

   

（ 1 ） 合肥冰箱灯塔工厂-发泡工艺优化软件, 负责人, 境内委托项目, 2024-05--2024-07
（ 2 ） 水下智能体自主决策建模技术研究, 负责人, 研究所自主部署, 2024-01--2024-12
（ 3 ） 特冰B线发泡工艺大数据, 负责人, 境内委托项目, 2022-03--2023-12
（ 4 ） UUV集群任务规划演示软件, 负责人, 境内委托项目, 2021-12--2023-05
（ 5 ） 面向清洁化转型的多能多源供暖系统不确定用能管理与优化研究, 负责人, 国家任务, 2021-01--2023-12
（ 6 ） 智能行为建模框架软件, 负责人, 境内委托项目, 2020-05--2020-12
（ 7 ） 基于数据驱动的多类石化产品生产线系统风险研究, 负责人, 地方任务, 2019-09--2022-09
（ 8 ） 面向云服务的检测监测大数据分析技术研究, 负责人, 国家任务, 2018-01--2021-12
（ 9 ） 中信证券多业务协同与运营全息智能管理系统-需求调研与方案设计, 负责人, 境内委托项目, 2018-01--2018-12
（ 10 ） 面向碳减排要求的系统风险评估研究, 参与, 国家任务, 2017-01--2020-12
（ 11 ） 工业大数据分析平台, 负责人, 境内委托项目, 2017-01--2018-12

（1）基于不确定联供系统优化技术研究   两岸绿色电力交流-高校论坛   2014-08-15
（2）不确定水资源配置优化技术   中国-加拿大间能源-生态-环境系统分析技术研讨会   2012-07-15