A realtime fuzzy Petri net diagnoser for detecting progressive faults in PLC based discrete manufacturing system

International Journal of Advanced Manufacturing Technology

Volumn 61, Issue 1-4, 2012, Pages 405-421

  Wu, Zhenhua ^a   Hsieh, Sheng Jen ^a  

^a Department of Electrical and Computer Engineering   (United States)

Author keywords

Discrete manufacturing system; Fuzzy; Petri net; Progressive faults; Realtime

Indexed keywords

ACCURACY RATE; DIAGNOSABILITY; DISCRETE MANUFACTURING; DUAL ROBOTS; EVALUATION EXPERIMENTS; FUZZY; FUZZY PETRI NETS; INTERMITTENT FAULT; PETRI NET MODELS; PROGRESSIVE FAULTS; REAL TIME; STOCHASTIC PROPERTIES;

ELECTRIC FAULT CURRENTS; FAULT DETECTION; FUZZY SYSTEMS; HYBRID SYSTEMS; INDUSTRIAL RESEARCH; MANUFACTURE;

PETRI NETS;

EID: 84862554097     PISSN: 02683768     EISSN: 14333015     Source Type: Journal    
DOI: 10.1007/s00170-011-3689-4     Document Type: Article

References (25)

1. S Inagaki T Suzuki M Saito T Aoki 2007 Local/global fault diagnosis of event-driven systems based on Bayesian Network and Timed Markov Mode SICE Annual Conference 2007 540 545 10.1109/SICE.2007.4421042 10.1109/SICE.2007.4421042
2. X Wang I Chattopadhyay A Ray 2004 Probabilistic fault diagnosis in discrete event systems 43rd IEEE Conference on Decision and Control 5 4794 4799 (Pubitemid 40297752)
3. E Ruiz-Beltran I Jimenez-Ochoa A Ramirez-Trevino E Lopez-Mellado M Meda-Campana 2005 Fault detection and location in DES using Petri nets IEEE International Conference on Systems, Man and Cybernetics 2 1645 1650 10.1109/ICSMC.2005.1571384 (Pubitemid 41667540)
4. CG Looney 1988 Fuzzy Petri nets for rule-based decision making IEEE Transactions on Systems Man and Cybernetics 18 1 178 183 10.1109/21.87067 (Pubitemid 18612262)
5. Zhou MC, Venkatesh K (1998) Modeling, simulation and control of flexible manufacturing systems: a Petri net approach. World Scientific, Singapore
6. Qunming Li, Ling Zhu, Zhen Xu (2007) Fuzzy Petri-nets based fault diagnosis for mechanical-electric equipment. 2007 IEEE International Conference on Control and Automation, Guangzhou, China, May 30 to June 1, 2007, P2539-2543
7. J Sun S-Y Qin Y-H Song 2004 Fault diagnosis of electric power systems based on fuzzy Petri nets IEEE Transactions on Power Systems 19 4 2053 2059 10.1109/TPWRS.2004.836256
8. T Ushio I Onishi K Okuda 1998 Fault detection based on Petri net models with faulty behaviors IEEE International Conference on Systems, Man, and Cybernetics 1 113 118
9. S-L Chung Wu Chien-Chung MuDer Jeng 2003 Failure diagnosis: a case study on modeling and analysis by Petri nets IEEE International Conference on Systems, Man, and Cybernetics 3 2727 2732
10. SL Chung 2005 Diagnosing PN-based models with partial observable transitions Int J Comput Integr Manuf 18 158 169 10.1080/0951192052000288206 (Pubitemid 41663422)
11. D Lefebvre C Delherm 2007 Diagnosis of DES with Petri net models IEEE Transactions on Automation Science and Engineering 4 1 114 118 10.1109/TASE.2006.872122 (Pubitemid 46113507)
12. Yen J, Langari R (1999) Fuzzy logic: intelligence, information, and control. Prentice-Hall, Englewood Cliffs, NJ
13. Ru Yu CN Hadjicostis 2009 Fault diagnosis in discrete event systems modeled by partially observed Petri nets Discrete Event Dyn Syst 19 551 575 2556481 1180.93069 10.1007/s10626-009-0074-7
14. Chung-Hsien Kuo and Han-Pang Huang 2000 Failure modeling and process monitoring for flexible manufacturing systems using colored timed Petri nets IEEE Transactions on Robotics and Automation 16 3 301 312 10.1109/70.850648
15. M Angel T Martínez E Garcia Moreno 2008 Fault diagnosis and modeling of the liquids packaging process. A research based on Petri nets 10th International Conference on Control Automation, Robotics and Vision 2008 1620 1624
16. YuanLin Wen ShengLuen Chung LiDer Jeng MuDer Jeng 2007 Intelligent design of diagnosable systems: a case study of semiconductor manufacturing machines Knowledge-Based Intelligent Information and Engineering Systems, Part II LNAI 4693 877 884 10.1007/978-3-540-74827-4-110
17. J Prock 1991 A new technique for fault detection using Petri nets Automatica 27 2 239 245 1095416 10.1016/0005-1098(91)90074-C
18. Albert Wen-Long Yao Hsin-Te Liao S-C Chi S-S Peng 2005 A Petri net based offline simulation and online diagnostic platform for manufacturing system Journal of the Chinese Institute of Industrial Engineers 22 1 64 75 10.1080/10170660509509278 (Pubitemid 41082122)
19. AWL Yao 2005 Design and implementation of Web-based diagnosis and management system for an FMS Int J Adv Manuf Technol 26 1379 1387 10.1007/s00170-004-2126-3 (Pubitemid 41539558)
20. H Hongge H Dagui H Hong S Guangying 2004 Combining modeling and fault detection in automated manufacturing systems based on hybrid Petri net Proceedings of the 2004 International Conference on Intelligent Mechatronics and Automation 2004 728 732
21. S Genc, S Lafortune (2006) Distributed diagnosis of places-boundered Petri nets. Department of Electrical Engineering and Computer Science, University of Michigan, USA
22. Zhenhua Wu, Sheng-jen Hsieh (2010) Application of hidden Markov model and sequential function chart to detect fault in discrete manufacturing system. 2010 International Symposium on Flexible Automation, July 12-14, 2010 Tokyo, Japan
23. Cassandras CG, Lafortune S (2008) Introduction to discrete event systems, 2nd edn. Springer, Heidelberg
24. M Sampath R Sengupta S Lafortune K Sinnamohideen D Teneketzis 1995 Diagnosability of discrete event systems IEEE Transaction on Automatic Control 40 9 1555 1575 1347835 0839.93072 10.1109/9.412626
25. M Sayed-Mouchaweh A Philippot V Carre-Menetrier 2008 Decentralized diagnosis based on Boolean discrete discrete event models: application on manufacturing systems International Journal of Production Research 46 19 5469 5490 1157.90401 10.1080/00207540802367074