基本信息

程海波 男 硕导 中国科学院沈阳自动化研究所
电子邮件: chenghaibo@sia.cn
通信地址: 辽宁省沈阳市沈河区南塔街114号
邮政编码: 110016
电子邮件: chenghaibo@sia.cn
通信地址: 辽宁省沈阳市沈河区南塔街114号
邮政编码: 110016
研究领域
控制理论与控制工程
智能制造
智慧油田
人工智能
科学机器学习
AI for Science
大数据
招生信息
招生专业
081101-控制理论与控制工程
081203-计算机应用技术
081104-模式识别与智能系统
081203-计算机应用技术
081104-模式识别与智能系统
招生方向
人工智能
大数据
智慧油田
大数据
智慧油田
教育背景
2019-01--2020-01 瑞典吕勒奥理工大学 博士联合培养
2014-09--2021-06 中国科学院沈阳自动化研究所 博士研究生
2010-09--2014-06 郑州大学 学士
2014-09--2021-06 中国科学院沈阳自动化研究所 博士研究生
2010-09--2014-06 郑州大学 学士
学历
工作经历
工作简历
2023-03~现在, 中国科学院沈阳自动化研究所, 副研究员
2021-08~2023-02,中国科学院沈阳自动化研究所, 助理研究员
2021-01~2021-07,中国科学院沈阳自动化研究所, 优博提前留所工作
2021-08~2023-02,中国科学院沈阳自动化研究所, 助理研究员
2021-01~2021-07,中国科学院沈阳自动化研究所, 优博提前留所工作
学术兼职
2024-06-20-2024-06-20,The 33nd IEEE International Symposium on Industrial Electronics (ISIE 2024)Industrial Informatics Session, Session Chair
2023-10-14-2023-10-14,The 49th Annual Conference of the IEEE Industrial Electronics Society (IECON 2023 )Information and Communication Session, Session Chair
2023-06-18-2023-06-18,The 32nd IEEE International Symposium on Industrial Electronics (ISIE 2023) ICT and AI Enabling Smart Cities, Buildings, Transport, Agriculture, Energy Efficiency and Sustainability Session, Session Chair
2017-01-01-今,IEEE IES 会员,
2017-01-01-今,SPE会员,
2017-01-01-今,CAA会员,
2015-01-01-今,IEEE会员,
2023-10-14-2023-10-14,The 49th Annual Conference of the IEEE Industrial Electronics Society (IECON 2023 )Information and Communication Session, Session Chair
2023-06-18-2023-06-18,The 32nd IEEE International Symposium on Industrial Electronics (ISIE 2023) ICT and AI Enabling Smart Cities, Buildings, Transport, Agriculture, Energy Efficiency and Sustainability Session, Session Chair
2017-01-01-今,IEEE IES 会员,
2017-01-01-今,SPE会员,
2017-01-01-今,CAA会员,
2015-01-01-今,IEEE会员,
专利与奖励
奖励信息
(1) 中国科学院沈阳分院优秀青年科技人才奖, 特等奖, 院级, 2024
(2) 世界互联网大会领先科技奖, 特等奖, 其他, 2023
(3) 沈阳市高层次人才计划, 市地级, 2021
(4) 中国科学院沈阳自动化研究所2022年度冠名奖, 研究所(学校), 2020
(5) 博士研究生国家奖学金, 国家级, 2018
(6) 中国共产主义青年团第十八次全国代表大会代表, 其他, 2018
(7) 辽宁省直属机关优秀共青团员, , 省级, 2017
(8) 中国科学院沈阳自动化研究所优秀共产党员, , 研究所(学校), 2017
(2) 世界互联网大会领先科技奖, 特等奖, 其他, 2023
(3) 沈阳市高层次人才计划, 市地级, 2021
(4) 中国科学院沈阳自动化研究所2022年度冠名奖, 研究所(学校), 2020
(5) 博士研究生国家奖学金, 国家级, 2018
(6) 中国共产主义青年团第十八次全国代表大会代表, 其他, 2018
(7) 辽宁省直属机关优秀共青团员, , 省级, 2017
(8) 中国科学院沈阳自动化研究所优秀共产党员, , 研究所(学校), 2017
专利成果
[1] 曾鹏, 程海波, 于海斌, 李世超, 贺云鹏. 一种基于科学智能的油藏属性参数反演方法及系统. 202310575707.4, 2023-05-22.
[2] 程海波, 曾鹏, 李世超, 于海斌. 一种不同生产模式下油水井采注协同优化方法与系统. 202211610533.2, 2022-12-14.
[3] 程海波, 曾鹏, 李世超, 于海斌. 一种大数据驱动的油井动液面软测量方法. 202211610773.2, 2022-12-14.
[4] 程海波, 曾鹏, 李世超, 于海斌. 一种基于井间连通性的油水井系统能耗优化方法. 202211611659.1, 2022-12-14.
[5] 程海波, 曾鹏, 李世超, 于海斌. 一种基于深度学习的油井井底流压软测量方法. 202211611844.0, 2022-12-14.
[2] 程海波, 曾鹏, 李世超, 于海斌. 一种不同生产模式下油水井采注协同优化方法与系统. 202211610533.2, 2022-12-14.
[3] 程海波, 曾鹏, 李世超, 于海斌. 一种大数据驱动的油井动液面软测量方法. 202211610773.2, 2022-12-14.
[4] 程海波, 曾鹏, 李世超, 于海斌. 一种基于井间连通性的油水井系统能耗优化方法. 202211611659.1, 2022-12-14.
[5] 程海波, 曾鹏, 李世超, 于海斌. 一种基于深度学习的油井井底流压软测量方法. 202211611844.0, 2022-12-14.
出版信息
发表论文
[1] Haibo Cheng, Yunpeng He, Peng Zeng, Vyatkin, Valeriy. Residual-Enhanced Physics-Guided Machine Learning With Hard Constraints for Subsurface Flow in Reservoir Engineering. IEEE Transactions on Geoscience and Remote Sensing[J]. 2024, 第 1 作者 通讯作者
[2] 2024 SPE 100th Annual Technical Conference and Exhibition. 2024, 第 1 作者 通讯作者
[3] 2024 IEEE 33rd International Symposium on Industrial Electronics (ISIE). 2024, 第 1 作者
[4] Haibo Cheng, Shichao Li, Peng Zeng, Vyatkin, Valeriy. Application of Deep Learning Method to Estimate Bottomhole Pressure Dynamics of Oil Wells. 2023 IEEE 32nd International Symposium on Industrial Electronics. 2023, 第 1 作者 通讯作者
[5] YunPeng He, HaiBo Cheng, Peng Zeng, ChuanZhi Zang, QingWei Dong, GuangXi Wan, XiaoTing Dong. Working condition recognition of sucker rod pumping system based on 4-segment time-frequency signature matrix and deep learning. PETROLEUM SCIENCE[J]. 2023, 第 2 作者 通讯作者
[6] Haibo Cheng, Haibin Yu, Peng Zeng, Evgeny Osipov, Shichao Li, Valeriy Vyatkin. Automatic Recognition of Sucker-Rod Pumping System Working Conditions Using Dynamometer Cards with Transfer Learning and SVM. SENSORS (BASEL, SWITZERLAND). 2020, 第 1 作者20(19): https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7582724/.
[7] Cheng Haibo, Haibin Yu, Peng Zeng, Chunhe Song. Accelerometer-based Stroke Length Estimation of Sucker-Rod Pumping System in Smart Field. Chinese Automation Congress. 2020, 第 1 作者 通讯作者 6989-6993,
[8] Cheng, Haibo, Vyatkin, Valeriy, Osipov, Evgeny, Zeng, Peng, Yu, Haibin. LSTM Based EFAST Global Sensitivity Analysis for Interwell Connectivity Evaluation Using Injection and Production Fluctuation Data. IEEE ACCESS[J]. 2020, 第 1 作者8: 67289-67299, https://doaj.org/article/da1fec5a2cf8492db4a9b69a693e5ed0.
[9] Cheng, Haibo, Han, Xiaoning, Zeng, Peng, Yu, Haibin, Osipov, Evgeny, Vyatkin, Valeriy, IEEE. ANN based interwell connectivity analysis in cyber-physical petroleum systems. 17th IEEE International Conference on Industrial Informatics (INDIN). 2019, 第 1 作者199-205,
[10] Lingling Xue, Peng Wang, Cheng Haibo, Xing Tong, Peng Zeng, Haibin Yu. An ontology modeling and application for an assembly line of manufacturing system. 43rd Annual Conference of the IEEE-Industrial-Electronics-Society (IECON). 2017, 第 3 作者5414-5419,
[11] Cheng Haibo, Zhang Liting, Ling Xiao, Zeng Peng, Yu Haibin, IEEE. A PSO-LSSVM Based Petroleum Production Model for Production-Injection Wells System. 2017 CHINESE AUTOMATION CONGRESS (CAC)[J]. 2017, 第 1 作者5770-5775, http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000427816105162.
[12] Xue Lingling, Wang Peng, Cheng Haibo, Zeng Peng, Yu Haibin, IEEE. Event-driven dynamic job shop scheduling execution based on Improved Genetic Algorithm and Ontology. 2017 CHINESE AUTOMATION CONGRESS (CAC). 2017, 第 3 作者6430-6435, http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000427816106093.
[13] Cheng Haibo, Xue, Lingling, Peng Wang, Peng Zeng, Haibin Yu. Ontology-Based Web Service Integration for Flexible Manufacturing Systems. 15th IEEE International Conference on Industrial Informatics (INDIN). 2017, 第 1 作者351-356,
[14] Cheng, Haibo, Xue, Lingling, Wang, Peng, Zeng, Peng, Yu, Haibin, IEEE. Discrete Manufacturing Ontology Development. 2017 IEEE INTERNATIONAL CONFERENCE ON INDUSTRIAL TECHNOLOGY (ICIT)[J]. 2017, 第 1 作者1393-1396, http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000404252400229.
[2] 2024 SPE 100th Annual Technical Conference and Exhibition. 2024, 第 1 作者 通讯作者
[3] 2024 IEEE 33rd International Symposium on Industrial Electronics (ISIE). 2024, 第 1 作者
[4] Haibo Cheng, Shichao Li, Peng Zeng, Vyatkin, Valeriy. Application of Deep Learning Method to Estimate Bottomhole Pressure Dynamics of Oil Wells. 2023 IEEE 32nd International Symposium on Industrial Electronics. 2023, 第 1 作者 通讯作者
[5] YunPeng He, HaiBo Cheng, Peng Zeng, ChuanZhi Zang, QingWei Dong, GuangXi Wan, XiaoTing Dong. Working condition recognition of sucker rod pumping system based on 4-segment time-frequency signature matrix and deep learning. PETROLEUM SCIENCE[J]. 2023, 第 2 作者 通讯作者
[6] Haibo Cheng, Haibin Yu, Peng Zeng, Evgeny Osipov, Shichao Li, Valeriy Vyatkin. Automatic Recognition of Sucker-Rod Pumping System Working Conditions Using Dynamometer Cards with Transfer Learning and SVM. SENSORS (BASEL, SWITZERLAND). 2020, 第 1 作者20(19): https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7582724/.
[7] Cheng Haibo, Haibin Yu, Peng Zeng, Chunhe Song. Accelerometer-based Stroke Length Estimation of Sucker-Rod Pumping System in Smart Field. Chinese Automation Congress. 2020, 第 1 作者 通讯作者 6989-6993,
[8] Cheng, Haibo, Vyatkin, Valeriy, Osipov, Evgeny, Zeng, Peng, Yu, Haibin. LSTM Based EFAST Global Sensitivity Analysis for Interwell Connectivity Evaluation Using Injection and Production Fluctuation Data. IEEE ACCESS[J]. 2020, 第 1 作者8: 67289-67299, https://doaj.org/article/da1fec5a2cf8492db4a9b69a693e5ed0.
[9] Cheng, Haibo, Han, Xiaoning, Zeng, Peng, Yu, Haibin, Osipov, Evgeny, Vyatkin, Valeriy, IEEE. ANN based interwell connectivity analysis in cyber-physical petroleum systems. 17th IEEE International Conference on Industrial Informatics (INDIN). 2019, 第 1 作者199-205,
[10] Lingling Xue, Peng Wang, Cheng Haibo, Xing Tong, Peng Zeng, Haibin Yu. An ontology modeling and application for an assembly line of manufacturing system. 43rd Annual Conference of the IEEE-Industrial-Electronics-Society (IECON). 2017, 第 3 作者5414-5419,
[11] Cheng Haibo, Zhang Liting, Ling Xiao, Zeng Peng, Yu Haibin, IEEE. A PSO-LSSVM Based Petroleum Production Model for Production-Injection Wells System. 2017 CHINESE AUTOMATION CONGRESS (CAC)[J]. 2017, 第 1 作者5770-5775, http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000427816105162.
[12] Xue Lingling, Wang Peng, Cheng Haibo, Zeng Peng, Yu Haibin, IEEE. Event-driven dynamic job shop scheduling execution based on Improved Genetic Algorithm and Ontology. 2017 CHINESE AUTOMATION CONGRESS (CAC). 2017, 第 3 作者6430-6435, http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000427816106093.
[13] Cheng Haibo, Xue, Lingling, Peng Wang, Peng Zeng, Haibin Yu. Ontology-Based Web Service Integration for Flexible Manufacturing Systems. 15th IEEE International Conference on Industrial Informatics (INDIN). 2017, 第 1 作者351-356,
[14] Cheng, Haibo, Xue, Lingling, Wang, Peng, Zeng, Peng, Yu, Haibin, IEEE. Discrete Manufacturing Ontology Development. 2017 IEEE INTERNATIONAL CONFERENCE ON INDUSTRIAL TECHNOLOGY (ICIT)[J]. 2017, 第 1 作者1393-1396, http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000404252400229.
科研活动
科研项目
( 1 ) 辽宁省优青, 负责人, 地方任务, 2025-01--2026-12
( 2 ) 面向智慧油田的油藏物性参数科学智能反演方法研究, 负责人, 研究所自主部署, 2023-11--2026-10
( 3 ) 大数据驱动的智能油田注采精细调控方法研究, 负责人, 地方任务, 2023-03--2025-02
( 4 ) 智能油田油水井系统协同生产优化方法研究, 负责人, 国家任务, 2023-01--2025-12
( 5 ) 非均质油藏水驱流场识别及注采精细调控方法研究, 负责人, 国家任务, 2023-01--2024-12
( 6 ) 面向智慧油田的工业物联网系统研发与产业化, 参与, 中国科学院计划, 2021-07--2023-12
( 2 ) 面向智慧油田的油藏物性参数科学智能反演方法研究, 负责人, 研究所自主部署, 2023-11--2026-10
( 3 ) 大数据驱动的智能油田注采精细调控方法研究, 负责人, 地方任务, 2023-03--2025-02
( 4 ) 智能油田油水井系统协同生产优化方法研究, 负责人, 国家任务, 2023-01--2025-12
( 5 ) 非均质油藏水驱流场识别及注采精细调控方法研究, 负责人, 国家任务, 2023-01--2024-12
( 6 ) 面向智慧油田的工业物联网系统研发与产业化, 参与, 中国科学院计划, 2021-07--2023-12
参与会议
(1)Prior Knowledge Informed Neural Network for Subsurface Flow Prediction IEEE工业电子学国际研讨会 2024-06-21
(2)Deep learning-based prediction of subsurface oil reservoir pressure using spatio temporal data IEEE工业电子学会年会 2023-10-16
(3)Application of Deep Learning Method to Estimate Bottomhole Pressure Dynamics of Oil Wells IEEE工业电子学国际研讨会 2023-06-19
(4)ANN based interwell connectivity analysis in cyber-physical petroleum systems IEEE工业信息学国际会议 2019-07-22
(2)Deep learning-based prediction of subsurface oil reservoir pressure using spatio temporal data IEEE工业电子学会年会 2023-10-16
(3)Application of Deep Learning Method to Estimate Bottomhole Pressure Dynamics of Oil Wells IEEE工业电子学国际研讨会 2023-06-19
(4)ANN based interwell connectivity analysis in cyber-physical petroleum systems IEEE工业信息学国际会议 2019-07-22
合作情况
新加坡国立大学、瑞典吕勒奥理工大学、芬兰阿尔托大学
指导学生
现指导学生
乔嘉豪 硕士研究生 085400-电子信息
熊显娥 硕士研究生 085400-电子信息