1.Probabilistic slow feature analysis-based representation learning from massive process data for soft sensor modeling

Shang, C, Huang, B, Yang, F, Huang, DX

AICHE JOURNAL[0001-1541], Published 2015, Volume 61, Issue 12, Pages 4126-4139

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WOS核心合集引用:6 影响因子: 2.98 找找相关文章 PlumX Metrics

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2.Concurrent monitoring of operating condition deviations and process dynamics anomalies with slow feature analysis

Shang, C, Yang, F, Gao, XQ, Huang, XL, Suykens, JAK, Huang, DX

AICHE JOURNAL[0001-1541], Published 2015, Volume 61, Issue 11, Pages 3666-3682

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WOS核心合集引用:7 影响因子: 2.98 找找相关文章 PlumX Metrics

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3.Detection of Causality between Process Variables Based on Industrial Alarm Data Using Transfer Entropy

Yu, WJ, Yang, F

ENTROPY[1099-4300], Published 2015, Volume 17, Issue 8, Pages 5868-5887

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WOS核心合集引用:2 影响因子: 1.743 找找相关文章 PlumX Metrics

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4.Simultaneous identification of bi-directional paths in closed-loop systems with coloured noise

Jiang, BB, Yang, F, Wang, W, Huang, DX

AUTOMATICA[0005-1098], Published 2015, Volume 58, Pages 139-142

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WOS核心合集引用:3 影响因子: 3.635 找找相关文章 PlumX Metrics

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5.Transfer Zero-Entropy and Its Application for Capturing Cause and Effect Relationship Between Variables

Duan, P, Yang, F, Shah, SL, Chen, TW

IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY[1063-6536], Published 2015, Volume 23, Issue 3, Pages 855-867

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WOS核心合集引用:3 影响因子: 2.818 找找相关文章 PlumX Metrics

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6.Simultaneous Identification of Bidirectional Path Models Based on Process Data

Jiang, BB, Yang, F, Wang, W, Huang, DX

IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING[1545-5955], Published 2015, Volume 12, Issue 2, Pages 666-679

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WOS核心合集引用:7 影响因子: 2.696 找找相关文章 PlumX Metrics

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7.Canonical variate analysis-based contributions for fault identification

Jiang, Benben, Huang, Dexian, Yang, Fan, Braatz, Richard D.

Journal of Process Control[0959-1524], Published 2015, Volume 26, Pages 17-25

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WOS核心合集引用:10 影响因子: 2.216 找找相关文章 PlumX Metrics

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8.Novel Bayesian Framework for Dynamic Soft Sensor Based on Support Vector Machine With Finite Impulse Response

Shang, C, Gao, XQ, Yang, F, Huang, DX

IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY[1063-6536], Published 2014, Volume 22, Issue 4, Pages 1550-1557

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WOS核心合集引用:4 影响因子: 2.818 找找相关文章 PlumX Metrics

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9.Methods for root cause diagnosis of plant-wide oscillations

Duan, P, Chen, TW, Shah, SL, Yang, F

AICHE JOURNAL[0001-1541], Published 2014, Volume 60, Issue 6, Pages 2019-2034

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WOS核心合集引用:15 影响因子: 2.98 找找相关文章 PlumX Metrics

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10.Data-driven soft sensor development based on deep learning technique

Shang, C, Yang, F, Huang, DX, Lyu, WX

JOURNAL OF PROCESS CONTROL[0959-1524], Published 2014, Volume 24, Issue 3, Pages 223-233

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WOS核心合集引用:36 影响因子: 2.216 找找相关文章 PlumX Metrics

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11.An iterative two-level optimization method for the modeling of wiener structure nonlinear dynamic soft sensors

Gao, Xinqing, Yang, Fan, Huang, Dexian, Ding, Yanjun

Industrial and Engineering Chemistry Research[0888-5885], Published 2014, Volume 53, Issue 3, Pages 1172-1178

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WOS核心合集引用:2 影响因子: 2.567 找找相关文章 PlumX Metrics

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12.A dynamic alarm management strategy for chemical process transitions

Zhu, Jianfeng, Shu, Yidan, Zhao, Jinsong, Yang, Fan

Journal of Loss Prevention in the Process Industries[0950-4230], Published 2014, Volume 30, Issue 1, Pages 207-218

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WOS核心合集引用:14 影响因子: 1.409 找找相关文章 PlumX Metrics

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13.Analysis and improvement of process industrial alarm systems traditional assessment methods

Zang, Hao, Yang, Fan, Huang, Dexian, Li, Hongguang

Huagong Xuebao/CIESC Journal[0438-1157], Published 2014, Volume 65, Issue 11, Pages 4459-4464

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14.Informative conditions for a data set in a MIMO closed-loop system with a switching controller

Zhang, Cong, Yang, Fan, Ye, Hao

International Journal of Robust and Nonlinear Control[1049-8923], Published 2014, Volume 25, Issue 9, Pages 1265-1281

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影响因子: 2.527 找找相关文章 PlumX Metrics

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15.基于数据的流程工业关联报警的识别

张益农,周进,杨帆,何自凭,吴奕男

计算机工程与科学[1007-130X], Published 2014, Issue 07, Pages 209-214

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16.流程工业报警系统传统评估方法分析及改进

臧灏,李宏光,杨帆,黄德先

化工学报[0438-1157], Published 2014, Issue 11, Pages 256-261

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17.Direct Causality Detection via the Transfer Entropy Approach

Duan, P, Yang, F, Chen, TW, Shah, SL

IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY[1063-6536], Published 2013, Volume 21, Issue 6, Pages 2052-2066

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WOS核心合集引用:20 影响因子: 2.818 找找相关文章 PlumX Metrics

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18.Three-Stage Decomposition Modeling for Quality of Gas-Phase Polyethylene Process Based on Adaptive Hinging Hyperplanes and Impulse Response Template

Wei, YJ, Jiang, YH, Yang, F, Huang, DX

INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH[0888-5885], Published 2013, Volume 52, Issue 16, Pages 5747-5756

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WOS核心合集引用:3 影响因子: 2.567 找找相关文章 PlumX Metrics

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19.Signed directed graph-based hierarchical modelling and fault propagation analysis for large-scale systems

Yang, F, Xiao, DY, Shah, SL

IET CONTROL THEORY AND APPLICATIONS[1751-8644], Published 2013, Volume 7, Issue 4, Pages 537-550

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WOS核心合集引用:4 影响因子: 1.957 找找相关文章 PlumX Metrics

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20.Extended-AUDI method for simultaneous determination of causality and models from process data

Jiang, BB, Yang, F, Huang, DX, Wang, W

2013 AMERICAN CONTROL CONFERENCE (ACC)[0743-1619], Published 2013, Pages 2491-2496

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WOS核心合集引用:2 找找相关文章

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21.Statistical root cause analysis of novel faults based on digraph models

Wan, Yiming, Yang, Fan, Lv, Ning, Xu, Haipeng, Ye, Hao, Li, Weichang, Xu, Peng, Song, Liming, Usadi, Adam K.

Chemical Engineering Research and Design[0263-8762], Published 2013, Volume 91, Issue 1, Pages 87-99

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WOS核心合集引用:3 影响因子: 2.525 找找相关文章 PlumX Metrics

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22.Multi-fault diagnosis for industrial processes based on hybrid dynamic Bayesian network

Yang, Fan, Yu, Weijun

Proceedings of the IASTED International Conference on Modelling, Identification and Control[1025-8973], Published 2013, Pages 501-506

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23.Application of PDC method in causality analysis of chemical process variables

Yang, Fan, Fan, Niujun, Ye, Hao

Qinghua Daxue Xuebao/Journal of Tsinghua University[1000-0054], Published 2013, Volume 53, Issue 2, Pages 210-214

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24.Weighted reconstruction-based contribution for improved fault diagnosis

Xu, Haipeng, Yang, Fan, Ye, Hao, Li, Weichang, Xu, Peng, Usadi, Adam K.

Industrial and Engineering Chemistry Research[0888-5885], Published 2013, Volume 52, Issue 29, Pages 9858-9870

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WOS核心合集引用:9 影响因子: 2.567 找找相关文章 PlumX Metrics

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25.PDC方法在化工过程变量间因果关系分析中的应用

杨帆,范牛军,叶昊

清华大学学报(自然科学版)[1000-0054], Published 2013, Issue 02, Pages 68-72

收录情况： CNKI

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26.SIGNED DIRECTED GRAPH BASED MODELING AND ITS VALIDATION FROM PROCESS KNOWLEDGE AND PROCESS DATA

Yang, F, Shah, SL, Xiao, DY

INTERNATIONAL JOURNAL OF APPLIED MATHEMATICS AND COMPUTER SCIENCE[1641-876X], Published 2012, Volume 22, Issue 1, Pages 41-53

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WOS核心合集引用:24 影响因子: 1.037 找找相关文章 PlumX Metrics

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27.Detection of Direct Causality Based on Process Data

Duan, P, Yang, F, Chen, TW, Shah, SL

2012 AMERICAN CONTROL CONFERENCE (ACC)[0743-1619], Published 2012, Pages 3522-3527

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WOS核心合集引用:3 找找相关文章

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28.Progress in root cause and fault propagation analysis of large-scale industrial processes

Yang, Fan, Xiao, Deyun

Journal of Control Science and Engineering[1687-5249], Published 2012, Volume 2012,

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29.Improved correlation analysis and visualization of industrial alarm data

Yang, Fan, Shah, Sirish Lalji 0240572, Xiao, Deyun, Chen, Tongwen

ISA Transactions[0019-0578], Published 2012, Volume 51, Issue 4, Pages 499-506

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影响因子: 2.6 找找相关文章 PlumX Metrics

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30.An extended AUDI algorithm for simultaneous identification of forward and backward paths in closed-loop systems

Jiang, Benben, Yang, Fan, Jiang, Yongheng, Huang, Dexian

IFAC Proceedings Volumes (IFAC-PapersOnline)[1474-6670], Published 2012, Volume 8, Issue 1, Pages 396-401

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31.Leak detection of gas pipelines based on Wigner distribution

Zhai, Shouchao, Yang, Fan, Wang, Guizeng, Ye, Hao

Asia-Pacific Journal of Chemical Engineering[1932-2135], Published 2012, Volume 7, Issue 5, Pages 670-677

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WOS核心合集引用:2 影响因子: 0.728 找找相关文章 PlumX Metrics

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32.Informative property of the data set in a single-input single-output (SISO) closed-loop system with a switching controller

Zhang, Cong, Yang, Fan, Ye, Hao

Chinese Journal of Chemical Engineering[1004-9541], Published 2012, Volume 20, Issue 6, Pages 1128-1135

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WOS核心合集引用:3 影响因子: 1.207 找找相关文章 PlumX Metrics

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33.带有切换控制器的闭环单输入单输出系统的数据集信息充足特性分析(英文)

张聪,杨帆,叶昊

Chinese Journal of Chemical Engineering[1004-9541], Published 2012, Issue 06, Pages 98-105

收录情况： CNKI

影响因子: 1.207 找找相关文章

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34.Improved correlation analysis and visualization of industrial alarm data

Yang, Fan, Shah, Sirish Lalji 0240572, Xiao, Deyun, Chen, Tongwen

IFAC Proceedings Volumes (IFAC-PapersOnline)[1474-6670], Published 2011, Volume 18, Issue 1, Pages 12898-12903

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35.智能报警管理若干研究问题

杨帆,萧德云

计算机与应用化学[1001-4160], Published 2011, Issue 12, Pages 3-9

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36.Correlation Analysis of Alarm Data and Alarm Limit Design for Industrial Processes

Yang, F, Shah, SL, Xiao, DY

2010 AMERICAN CONTROL CONFERENCE[0743-1619], Published 2010, Pages 5850-5855

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WOS核心合集引用:18 找找相关文章

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37.Signed directed graph modeling of industrial processes and their validation by data-based methods

Yang, Fan, Xiao, Deyun, Shah, Sirish Lalji 0240572

Conference on Control and Fault-Tolerant Systems, SysTol'10 - Final Program and Book of Abstracts, Published 2010, Pages 387-392

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38.SDG (signed directed graph) based process description and fault propagation analysis for a tailings pumping process

Yang, Fan, Xiao, Deyun, Shah, Sirish Lalji 0240572

IFAC Proceedings Volumes (IFAC-PapersOnline)[1474-6670], Published 2010, Volume 13, Issue 1, Pages 50-55

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39.Optimal Sensor Location Design for Reliable Fault Detection in Presence of False Alarms

Yang, F, Xiao, DY, Shah, SL

SENSORS[1424-8220], Published 2009, Volume 9, Issue 11, Pages 8579-8592

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WOS核心合集引用:10 影响因子: 2.033 找找相关文章 PlumX Metrics

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40.SDG MODEL-BASED ANALYSIS OF FAULT PROPAGATION IN CONTROL SYSTEMS

Yang, F, Shah, S, Xiao, DY

2009 IEEE 22ND CANADIAN CONFERENCE ON ELECTRICAL AND COMPUTER ENGINEERING, VOLS 1 AND 2, Published 2009, Pages 936-941

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41.SDG-based model description and fault propagation analysis in control systems

Yang, Fan, Xiao, Deyun

Kongzhi yu Juece/Control and Decision[1001-0920], Published 2009, Volume 24, Issue 7, Pages 1001-1006

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42.SDG model-based analysis of fault propagation in control systems

Yang, Fan, Xiao, Deyun, Shah, Sirish Lalji 0240572

Canadian Conference on Electrical and Computer Engineering[0840-7789], Published 2009, Pages 1152-1157

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43.Hierarchical SDG model description and fault analysis of large scale complex systems

Yang, Fan, Wu, Zhansong, Xiao, Deyun

Huazhong Keji Daxue Xuebao (Ziran Kexue Ban)/Journal of Huazhong University of Science and Technology (Natural Science Edition)[1671-4512], Published 2009, Volume 37, Issue 1, Pages 10-13

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44.控制系统的SDG模型描述及故障传播分析

杨帆,萧德云

控制与决策[1001-0920], Published 2009, Issue 07, Pages 43-48

收录情况： CNKI

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45.大规模复杂系统的递阶SDG模型描述及故障分析

杨帆,萧德云,吴占松

华中科技大学学报(自然科学版)[1671-4512], Published 2009, Issue S1, Pages 19-22

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46.发电机组的SDG模型描述与故障分析

杨帆,萧德云,吴占松

Published 2009,

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47.Interval State Estimation in Signed Directed Graph Based on Sensitivity Matrix Method

Yang, F, Xiao, DY

2008 IEEE INSTRUMENTATION AND MEASUREMENT TECHNOLOGY CONFERENCE, VOLS 1-5[1091-5281], Published 2008, Pages 672-675

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48.Dynamic SDG model and sensor location problem for large-scale complex systems

Yang, Fan, Xiao, Deyun

Kongzhi Lilun Yu Yingyong/Control Theory and Applications[1000-8152], Published 2008, Volume 25, Issue 2, Pages 181-186

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49.Sensor location strategy in large-scale systems for fault detection applications

Yang, Fan, Xiao, Deyun

Journal of Computers[1796-203X], Published 2008, Volume 3, Issue 11, Pages 51-57

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50.大型复杂系统的动态SDG模型及传感器布置问题

杨帆,萧德云

控制理论与应用[1000-8152], Published 2008, Issue 02, Pages 3-8

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51.Expressions of logic operators in signed directed graph and its applications in complex systems

Yang, F, Xiao, DY

DYNAMICS OF CONTINUOUS DISCRETE AND IMPULSIVE SYSTEMS-SERIES B-APPLICATIONS & ALGORITHMS[1492-8760], Published 2007, Volume 14, Pages 1260-1264

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52.Sensor location problem for large-scale complex systems in the framework of the dynamic signed directed graph

Yang, F, Xiao, D

2007 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN AND CYBERNETICS, VOLS 1-8[1062-922X], Published 2007, Pages 1577-1581

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53.Sensor location problem for large-scale complex systems in the framework of the dynamic signed directed graph

Yang, Fan, Xiao, Deyun

Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics[1062-922X], Published 2007, Pages 2843-2847

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54.结构残差在基于SDG故障分离中的应用

杨帆,萧德云

控制工程[1671-7848], Published 2007, Issue 03, Pages 93-97

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55.Model and fault inference with the framework of probabilistic SDG

Yang, F, Xiao, DY

2006 9th International Conference on Control, Automation, Robotics and Vision, Vols 1- 5, Published 2006, Pages 955-960

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56.Probabilistic signed directed graph and its application in hazard assessment

Yang, F, Xiao, DY

PROGRESS IN SAFETY SCIENCE AND TECHNOLOGY, VOL 6, PTS A AND B, Published 2006, Volume 6, Pages 111-115

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WOS核心合集引用:1 找找相关文章

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57.Approach to fault diagnosis using SDG based on fault revealing time

Yang, F, Xiao, DY

WCICA 2006: Sixth World Congress on Intelligent Control and Automation, Vols 1-12, Conference Proceedings, Published 2006, Pages 5744-5747

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58.Probabilistic SDG model and approach to inference for fault analysis

Yang, Fan, Xiao, Deyun

Kongzhi yu Juece/Control and Decision[1001-0920], Published 2006, Volume 21, Issue 5, Pages 487-496

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59.Probabilistic SDG model description and fault inference for large-scale complex systems

Yang, Fan, Xiao, Deyun

High Technology Letters[1006-6748], Published 2006, Volume 12, Issue 3, Pages 239-244

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60.Approach to fault diagnosis using SDG based on fault revealing time

Yang, Fan, Xiao, Deyun

Proceedings of the World Congress on Intelligent Control and Automation (WCICA), Published 2006, Volume 2, Pages 5744-5747

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61.Model and fault inference with the framework of probabilistic SDG

Yang, Fan, Xiao, Deyun

9th International Conference on Control, Automation, Robotics and Vision, 2006, ICARCV '06, Published 2006,

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62.故障检测的可靠性描述及传感器分布优化算法

杨帆,萧德云

应用科学学报[0255-8297], Published 2006, Issue 02, Pages 19-24

收录情况： CNKI

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63.概率SDG模型及故障分析推理方法

杨帆,萧德云

控制与决策[1001-0920], Published 2006, Issue 05, Pages 9-13+18

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64.Approach of building qualitative SDG model in large-scale complex systems

Yang, Fan, Xiao, Deyun

Huagong Zidonghua Ji Yibiao/Control and Instruments in Chemical Industry[1000-3932], Published 2005, Volume 32, Issue 5, Pages 8-11

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65.SDG-based analysis of fault propagation principals for complex systems

Yang, Fan, Xiao, Deyun

Gaojishu Tongxin/Chinese High Technology Letters[1002-0470], Published 2005, Volume 15, Issue 10, Pages 33-36

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66.Review of SDG modeling and its application

Yang, Fan, Xiao, Deyun

Kongzhi Lilun Yu Yingyong/Control Theory and Applications[1000-8152], Published 2005, Volume 22, Issue 5, Pages 767-774

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67.大规模复杂系统的定性SDG建模方法

杨帆,萧德云

化工自动化及仪表[1000-3932], Published 2005, Issue 05, Pages 11-14

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68.SDG建模及其应用的进展

杨帆,萧德云

控制理论与应用[1000-8152], Published 2005, Issue 05, Pages 93-100

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69.SDG-based analysis of fault propagation principals for complex systems

Yang, Fan, Xiao, Deyun

Gaojishu Tongxin/Chinese High Technology Letters[10020470], Published 2005, Volume 15, Issue 10, Pages 33-36

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70.Approach of building qualitative SDG model in large-scale complex systems

Yang, Fan, Xiao, De-Yun

Huagong Zidonghua Ji Yibiao/Control and Instruments in Chemical Industry[10003932], Published 2005, Volume 32, Issue 5, Pages 8-11

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71.Research on Agent-based MES structure of process industries

Yang, Fan, Xiao, Deyun

Jisuanji Jicheng Zhizao Xitong/Computer Integrated Manufacturing Systems, CIMS[1006-5911], Published 2003, Volume 9, Issue 2, Pages 107-111

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72.基于Agent的流程工业制造执行系统结构研究

杨帆,萧德云

计算机集成制造系统-CIMS[1006-5911], Published 2003, Issue 02, Pages 23-27

收录情况： CNKI

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