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 ） 一种基于贝叶斯的深潜器多变量融合及漏水检测方法, 发明专利, 2021, 第 3 作者, 专利号: CN113837213A

   

（1） An inexact multiple-recourse hybrid-fuel management model with considering carbon reduction requirement for a biofuel-penetrated heating system, ENERGY REPORTS, 2023, 通讯作者
（2） Integrated Optimization for Biofuel Management Associated with a Biomass-Penetrated Heating System under Multiple and Compound Uncertainties, ENERGIES, 2022, 通讯作者
（3） A novel transfer learning model for traditional herbal medicine prescription generation from unstructured resources and knowledge, ARTIFICIAL INTELLIGENCE IN MEDICINE, 2022, 第 3 作者
（4） Long-term correlations and multifractality of toll-free calls in China, PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2021, 第 3 作者
（5） TCMNER and PubMed: A Novel Chinese Character-Level-Based Model and a Dataset for TCM Named Entity Recognition, JOURNAL OF HEALTHCARE ENGINEERING, 2021, 通讯作者
（6） 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
（7） Bayesian-based water leakage detection with a novel multisensor fusion method in a deep manned submersible, APPLIED OCEAN RESEARCH, 2021, 第 3 作者
（8） Remote sensing analysis of oilfield IoT based on density clustering, 2021 3RD INTERNATIONAL CONFERENCE ON INDUSTRIAL ARTIFICIAL INTELLIGENCE (IAI), 2021, 第 2 作者
（9） 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
（10） Unsupervised Fault Detection With a Decision Fusion Method Based on Bayesian in the Pumping Unit, IEEE SENSORS JOURNAL, 2021, 第 3 作者
（11） Data Compression Method Based on Operation Condition Identification, 2ND INTERNATIONAL CONFERENCE ON ELECTRICAL, COMMUNICATION AND COMPUTER ENGINEERING, ICECCE 2020, 2020, 第 2 作者
（12） Bayesian-based anomaly detection in the industrial processes, 21ST IFAC WORLD CONGRESS 2020, 2020, 第 3 作者
（13） Dynamics of calling activity to toll-free numbers in China, PLOS ONE, 2020, 第 3 作者
（14） AttentiveHerb: A Novel Method for Traditional Medicine Prescription Generation, IEEE ACCESS, 2019, 第 6 作者
（15） 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
（16） Factors influencing message dissemination through social media, PHYSICAL REVIEW E, 2018, 第 4 作者
（17） Development of a fuel management model for a multi-source district heating system under multi-uncertainty and multi-dimensional constraints, ENERGY CONVERSION AND MANAGEMENT, 2017, 
（18） A multi-fuel management model for a community-level district heating system under multiple uncertainties, ENERGY, 2017, 
（19） 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
（20） 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
（21） 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
（22） 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
（23） 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, 
（24） 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
（25） 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, 2015, 第 2 作者
（26） 基于因子交互分析的热电厂经济性优化研究, Factorial-interaction-based economic optimization research for combined heat and power plant, 华北电力大学学报, 2014, 第 1 作者
（27） 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, 2014, 第 2 作者
（28） DEVELOPMENT OF A FUZZY-MARKOV-BASED INTERVAL STOCHASTIC DYNAMIC PROGRAMMING MODEL FOR RESERVOIR OPERATION MANAGEMENT, ENVIRONMENTAL ENGINEERING AND MANAGEMENT JOURNAL, 2014, 第 1 作者
（29） 基于供热发电分析的配煤优化方法, Optimization Method of Coal Blending Based on Heat Supply and Power Generation Analysis, 电力建设, 2013, 第 1 作者
（30） 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, An inexact two-stage stochastic model for water resource management under uncertainty, 环境科学学报, 2012, 第 3 作者
（31） 低碳木薯—电力生态工业园区的建立, Establishment of Low-Carbon Cassava Electricity Eco-Industrial Park, 华东电力, 2011, 第 1 作者

（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 ） 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
（ 2 ） 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
（ 3 ） 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
（ 4 ） 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
（ 5 ） 智能行为建模框架软件, 负责人, 企业委托, 2020-05--2020-12
（ 6 ） 特冰B线发泡工艺大数据, 负责人, 企业委托, 2022-03--2023-12
（ 7 ） UUV集群任务规划演示软件, 负责人, 企业委托, 2021-12--2023-05
（ 8 ） 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, 企业委托, 2018-01--2018-12
（ 9 ） 工业大数据分析平台, 负责人, 企业委托, 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