[1] 面向工业大系统安全高效运行的报警设计与消除方法及应用研究 国家自然科学基金重点项目(骨干成员) 2015年1月至2019年12月[2] 清华大学与ABB的国际科技合作项目(负责人) 2014年1月至2014年12月[3] 基于大数据解析的流程工业综合自动化技术升级 清华信息科学与技术国家实验室(筹)面上研究项目(副组长) 2014年1月至2014年12月[4] 多变量大系统的因果拓扑辨识和异常溯源 清华大学自主科研计划(负责人) 2014年1月至2016年12月[5] 面向氯碱化工的节能环保与安全管控MES开发与应用 国家863计划课题(骨干成员) 2013年1月至2015年12月[6] 生产过程异常工况管理和辅助决策支持 清华信息科学与技术国家实验室(筹)学科交叉基金(负责人) 2012年1月至2013年12月[7] 清华大学与ExxonMobil Research and Engineering Company的国际科技合作项目(负责人) 2012年1月至2013年4月[8] 基于 SDG 的大规模复杂系统半定量故障诊断研究 国家自然科学基金青年项目(负责人) 2010年1月至2012年12月[9] Development of an advanced technology for alarm analysis and design 加拿大自然科学与工程委员会战略项目(骨干成员) 2009年10月至2012年9月[10] 基于 SDG 描述的大型复杂系统模型动态特性与故障传播分析(负责人) 中国博士后科学基金项目 2008年12月至2010年6月 [1]YANG Fan, DUAN Ping, SHAH Sirish L, CHEN T Capturing Connectivity and Causality in Complex Industrial Processes, Springer, 2014[2] YANG Fan, XIAO Deyun, SHAH Sirish L Qualitative fault detection and hazard analysis based on signed directed graphs for large-scale complex systems // ZHANG Wei () Fault Detection, INTECH, March 2010: 15-50 [2] DUAN Ping, YANG Fan, SHAH Sirish L, CHEN T Transfer zero-entropy and its application for capturing cause and effect relationship between IEEE Transactions on Control Systems Technology, accepted[3] JIANG Benben, YANG Fan, WANG Wei, HUANG D Identification of bidirectional path models based on process IEEE Transactions on Automation Science and Engineering, DOI: 1109/TASE2304536[4] ZHANG Cong, YANG Fan, YE H Informative conditions for a data set in a MIMO closed-loop system with a switching International Journal of Robust and Nonlinear Control, DOI: 1002/3136[5] ZHU Jianfeng, SHU Yidan, ZHAO Jinsong, YANG F A dynamic alarm management strategy for chemical process Journal of Loss Prevention in the Process Industries, 2014, 30: 207-218[6] GAO Xinqing, YANG Fan, HUANG Dexian, DING Y An iterative two-level optimization method for the modeling of Wiener structure nonlinear dynamic soft Industrial & Engineering Chemistry Research, 2014, 53(3): 1172-1178[7] SHANG Chao, YANG Fan, HUANG Dexian, LYU W Data-driven soft sensor development based on deep learning Journal of Process Control, 2014, 24(3): 223-233[8] DUAN Ping, CHEN Tongwen, SHAH Sirish L, YANG F Methods for root cause diagnosis of plant-wide AIChE Journal, 2014, 60(6): 2019-2034[9] DUAN Ping, YANG Fan, CHEN Tongwen, SHAH Sirish L Direct causality detection via the transfer entropy IEEE Transactions on Control Systems Technology, 2013, 21(6): 2052-2066[10] YANG Fan, XIAO Deyun, SHAH Sirish L Signed directed graph-based hierarchical modelling and fault propagation analysis for large-scale IET Control Theory and Applications, 2013, 7(4): 537-550[11] WAN Yiming, YANG Fan, LV Ning, XU Haipeng, YE Hao, LI Weichang, XU Peng, SONG Liming, USADI Adam K Statistical root cause analysis of novel faults based on digraph Chemical Engineering Research & Design, 2013, 91(1): 87-99[12] WEI Yujie, JIANG Yongheng, YANG Fan, HUANG D Three-stage decomposition modeling for quality of gas-phase polyethylene process based on adaptive hinging hyperplanes and impulse response Industrial & Engineering Chemistry Research, 2013, 52(16): 5747-5756[13] XU Haipeng, YANG Fan, YE Hao, LI Weichang, XU Peng, USADI Adam K Weighted reconstruction-based contribution for improved fault Industrial & Engineering Chemistry Research, 2013, 52(29): 9858-9870[14] 杨帆, 范牛军, 叶昊 PDC方法在化工过程变量间因果关系分析中的应用 清华大学学报, 2013, 53(2): 210-214[15] YANG Fan, SHAH Sirish L, XIAO Deyun, CHEN T Improved correlation analysis and visualization of industrial alarm ISA Transactions, 2012, 51(4): 499-506[16] ZHANG Cong, YANG, Fan, YE H Informative property of the data set in a single-input single-output (SISO) closed-loop system with a switching Chinese Journal of Chemical Engineering, 2012, 20(6): 1128-1135[17] ZHAI Shouchao, YANG Fan, YANG Hongying, YE Hao, WANG G Leak detection of gas pipelines based on Wigner Asia-Pacific Journal of Chemical Engineering, 2012, 7(5): 670-677[18] YANG Fan, XIAO D Progress in root cause and fault propagation analysis of large-scale industrial Journal of Control Science and Engineering, 2012, Article ID 478373[19]YANG Fan, SHAH Sirish L, XIAO D Signed directed graph modeling and validation of industrial processes by process knowledge and process International Journal of Applied Mathematics and Computer Science, 2012, 22(1): 41-53[20] 杨帆, 萧德云 智能报警系统若干研究问题 计算机与应用化学, 2011, 28(12): 111-117[21] YANG Fan, XIAO Deyun, SHAH Sirish L Optimal sensor location design for reliable fault detection in presence of false Sensors, 2009, 9(11): 8579-8592[22] 杨帆, 萧德云 控制系统的SDG 模型描述及故障传播分析 控制与决策, 2009, 24(7): 1006-1011[23] YANG Fan, XIAO D Sensor location strategy in large-scale systems for fault detection Journal of Computers, 2008, 3(11): 51−57[24] YANG Fan, XIAO D Probabilistic SDG model description and fault inference for large-scale complex High Technology Letters, 2006, 12(3): 239-244[25] 杨帆, 萧德云 SDG 建模及其应用的进展 控制理论与应用, 2005, 22(9): 767-774[26] 杨帆, 萧德云 基于Agent的流程工业MES结构研究 计算机集成制造系统——CIMS, 2003, 9(2): 107-111 [27] ZHANG Jing, HAN Dong, YANG Fan, YE Hao, CHEN M Frequency domain causality analysis method for multivariate systems in hypothesis testing framework // 19th IFAC World Congress, Cape Town, South Africa, August 2014[28] MA Yanjun, SHANG Chao, YANG Fan, HUANG D Latent subspace clustering based on deep neural networks // Proceedings of the 5th International Symposium on Advanced Control of Industrial Processes, Hiroshima, Japan, May 2014[29] DUAN Ping, YANG Fan, CHEN Tongwen, SHAH Sirish L A new Information theory-based method for causality analysis // Proceedings of the 5th International Symposium on Advanced Control of Industrial Processes, Hiroshima, Japan, May 2014[30] YANG Fan, YU W Multi-fault diagnosis for industrial processes based on hybrid dynamic Bayesian network // Proceedings of the 32nd IASTED International Conference on Modelling, Identification and Control, Innsbruck, Austria, February 2013: 501-506[31] JIANG Benben, YANG Fan, JIANG Yongheng, HUANG D An extended AUDI algorithm for simultaneous identification of forward and backward paths in closed-loop systems // Proceedings of the 8th IFAC Symposium on Advanced Control of Chemical Processes, Singapore, July 2012: 396-401[32] YANG Fan, SHAH Sirish L, XIAO D Correlation analysis of alarm data and alarm limit design for industrial processes // Proceedings of 2010 American Control Conference (ACC), Baltimore, July 2010: 5850-5855[33] YANG Fan, XIAO D SDG-based fault isolation for large-scale complex systems solved by rough set theory // Proceedings of 17th IFAC World Congress, Seoul, Korea, July 2008: 7221-7226[34] YANG Fan, XIAO D Interval state estimation in signed directed graph based on sensitivity matrix method // 2008 IEEE International Instrumentation and Measurement Technology Conference (I2MTC) Proceedings, Victoria, BC, Canada, May 2008: 672-675[35] YANG Fan, XIAO D Sensor location problem for large-scale complex systems in the framework of the dynamic signed directed graph // Proceedings of 2007 IEEE International Conference on Systems, Man and Cybernetics (SMC), Montreal, QC, Canada, October 2007: 2843-2847[36] YANG Fan, XIAO D Approach to fault diagnosis using SDG based on fault revealing time // Proceedings of 6th World Congress on Intelligent Control and Automation (WCICA), Dalian, China, June 2006: 5744-5747