Thesis Achievement
论文成果
- [1]Dynamic Reliability Assessment Framework for Integrated Energy Systems Based on the Improved Universal Generating Function
- [2]A resilience evaluation method of natural gas pipeline system based on uncertainty analysis
- [3]A graph structure feature-based framework for the pattern recognition of the operational states of integrated energy systems
- [4]基于机器学习的成品油管道运行工况识别
- [5]Optimization Method of Natural Gas Pipeline Network Emergency Dispatch Based on Particle Swarm Optimization
- [6]Resilience of Natural Gas Pipeline System: A Review and Outlook
Teaching information
授课信息
Educational experience
教育经历
- 2013-09至2018-08， 中国石油大学（北京）， 油气储运工程， 博士研究生
- 2009-09至2013-06， 中国石油大学（北京）， 油气储运工程， 大学本科
Personal profile
个人概况
教师（姓名 苏怀 工号 2021880014）简介待补充内容
研究方向
（1）油气管网系统可靠性评价与优化
（2）油气储运系统数据分析
（3）综合能源系统可靠性评价与优化
代表性成果
（1）基于数据科学的复杂天然气管网系统状态演化机制分析方法研究，国家自然科学基金青年项目，主持，2019-2022
（2）苏怀*，池立勋，张劲军等. An integrated, systematic data-driven supply-demand side management method for smart integrated energy systems. Energy, 2021, 235: 121416.（中科院一区TOP, IF= 7.147）
（3）张丽, 苏怀*，张劲军等. A data-driven approach to anomaly detection and vulnerability dynamic analysis for large-scale integrated energy systems. Energy Conversion and Management，2021, 234(4): 113926.（中科院一区TOP, IF= 8.208）
（4）池立勋, 苏怀*，张劲军等. Integrated Deterministic and Probabilistic Safety Analysis of Integrated Energy Systems with bi-directional conversion. Energy, 2020, 212:118685.（中科院一区TOP, IF= 7.147）
（5）池立勋, 苏怀*，张劲军. Data-driven reliability assessment method of Integrated Energy Systems based on probabilistic deep learning and Gaussian mixture Model-Hidden Markov Model. Renewable Energy, 2021, 174, 952-970. （中科院一区TOP，IF：6.274）
（6）苏怀, 张劲军, Enrico Zio等. An integrated systemic method for supply reliability assessment of natural gas pipeline networks. Applied Energy. 2018, 1: 489–501.（中科院一区TOP, IF= 9.746）。
（7）苏怀, Enrico Zio, 张劲军等. A systematic method for the analysis of energy supply reliability in complex Integrated Energy Systems considering uncertainties of renewable energies, demands and operations. Journal of Cleaner Production. 2020, 267, 122117. （中科院一区TOP, IF= 9.297）
（8）苏怀, Enrico Zio, 张劲军等. A systematic data-driven Demand Side Management method for smart natural gas supply systems[J]. Energy Conversion and Management, 2019, 185: 368-383. （中科院一区TOP, IF= 9.709）。
（9）苏怀, Enrico Zio, 张劲军等. A hybrid hourly natural gas demand forecasting method based on the integration of wavelet transform and enhanced Deep-RNN model. Energy, 2019, 178: 585-597. (中科院一区TOP, IF= 7.147)。
（10）苏怀, Enrico Zio, 张劲军等. A systematic framework of vulnerability analysis of a natural gas pipeline network. Reliability Engineering & System Safety, 2018, 175: 79–91. （中科院一区, IF= 6.188）
（11）苏怀, Enrico Zio, 张劲军等. A systematic hybrid method for real-time prediction of system conditions in natural gas pipeline networks. Journal of Natural Gas Science and Engineering, 2018, 57: 31–44. （中科院二区, IF= 4.965）
（12）苏怀, Enrico Zio, 张劲军等. A method for the multi-objective optimization of the operation of natural gas pipeline networks considering supply reliability and operation efficiency. Computers & Chemical Engineering, 2019, 131: 106584. （中科院二区, IF= 3.845）
（13）苏怀*，Enrico Zio，张劲军等. Development of an integrated dynamic model for supply security and resilience analysis of natural gas pipeline network systems. Petroleum Science, 2021.（中科院二区）
（14）苏怀，张劲军. 天然气管网大数据分析方法及发展建议. 油气储运, 2020, 39: 1081-1095.
（15）张劲军，苏怀，高鹏. 天然气管网韧性保供问题及其研究展望. 石油学报, 2020, 12: 1665-1678.
（16）一种天然气管网供气可靠性的评价方法及装置. 国家发明专利，专利号:ZL201610213385.9.（已授权）
（17）天然气管网的动态分析方法及装置. 国家发明专利， ZL201710421916.8.（已授权）
（18）天然气管网的性能评价方法及装置. 国家发明专利，ZL201710421932.7.（已授权）
（19）中国石油和化学工业联合会科技进步一等奖（2020）
（20）中国石油学会“中国石油学会青年论坛优秀论文”一等奖（2019）
学术兼职
（1）《Petroleum Science》杂志副主编
（2）《油气储运》杂志青年编委
（3）北京能源与环境学会京津冀专家委员会委员