Skip to main content
Erschienen in: Artificial Intelligence Review 4/2016

01.04.2016

Fuzzy Petri nets and industrial applications: a review

verfasst von: Kai-Qing Zhou, Azlan Mohd Zain

Erschienen in: Artificial Intelligence Review | Ausgabe 4/2016

Einloggen

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

Fuzzy Petri net (FPN) provides an extremely competent basis for the implementation of computing reasoning processes and the modeling of systems with uncertainty. This paper reviews recent developments of the FPN and its industrial applications. Several important aspects of FPN’s background, history and formalisms are discussed, including the reasoning algorithm and relevant industrial applications; after which we present our conclusions and suggestions for future research.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Anhänge
Nur mit Berechtigung zugänglich
Literatur
Zurück zum Zitat Abdulkareem AA, Abaas AH, Radi AT (2011) Transmission line protection based on neural network, fuzzy neural and fuzzy neural Petri net. Aust J Basic Appl Sci 5(11):1466–1479 Abdulkareem AA, Abaas AH, Radi AT (2011) Transmission line protection based on neural network, fuzzy neural and fuzzy neural Petri net. Aust J Basic Appl Sci 5(11):1466–1479
Zurück zum Zitat Amin M, Shebl D (2014) Reasoning dynamic fuzzy systems based on adaptive fuzzy higher order Petri nets. Inf Sci 286:161–172CrossRef Amin M, Shebl D (2014) Reasoning dynamic fuzzy systems based on adaptive fuzzy higher order Petri nets. Inf Sci 286:161–172CrossRef
Zurück zum Zitat An R, Liang W (2013) Unobservable fuzzy Petri net diagnosis technique. Aircr Eng Aerosp Techno 85(3):215–221CrossRef An R, Liang W (2013) Unobservable fuzzy Petri net diagnosis technique. Aircr Eng Aerosp Techno 85(3):215–221CrossRef
Zurück zum Zitat Asthana R, Ahuja NJ, Darbari M (2011) Model proving of urban traffic control using neuro Petri nets and fuzzy logic. Int Rev Comput Softw 6(6):983–987 Asthana R, Ahuja NJ, Darbari M (2011) Model proving of urban traffic control using neuro Petri nets and fuzzy logic. Int Rev Comput Softw 6(6):983–987
Zurück zum Zitat Barzegar S, Davoudpour M, Meybodi MR, Sadeghian A, Tirandazian M (2011) Formalized learning automata with adaptive fuzzy coloured Petri net; an application specific to managing traffic signals. Sci Iran 18(3):554–565CrossRef Barzegar S, Davoudpour M, Meybodi MR, Sadeghian A, Tirandazian M (2011) Formalized learning automata with adaptive fuzzy coloured Petri net; an application specific to managing traffic signals. Sci Iran 18(3):554–565CrossRef
Zurück zum Zitat Brauer W, Reisig W (2006) Carl Adam Petri and “Petri Nets”, Translation from Informatik- Spektrum, vol. 29. Springer, Berlin, pp 369–374 Brauer W, Reisig W (2006) Carl Adam Petri and “Petri Nets”, Translation from Informatik- Spektrum, vol. 29. Springer, Berlin, pp 369–374
Zurück zum Zitat Bugarin AJ, Barro S (1994a) Fuzzy reasoning supported by Petri nets. IEEE Trans Fuzzy Syst 2(2):135–150CrossRef Bugarin AJ, Barro S (1994a) Fuzzy reasoning supported by Petri nets. IEEE Trans Fuzzy Syst 2(2):135–150CrossRef
Zurück zum Zitat Bugarin AJ, Barro S (1994b) Goal-driven reasoning for fuzzy Knowledge-based systems using a petri net formalism. In: Proceedings of the third IEEE conference on fuzzy systems 1994. IEEE world congress on computational intelligence, pp 2061–2066 Bugarin AJ, Barro S (1994b) Goal-driven reasoning for fuzzy Knowledge-based systems using a petri net formalism. In: Proceedings of the third IEEE conference on fuzzy systems 1994. IEEE world congress on computational intelligence, pp 2061–2066
Zurück zum Zitat Bugarin A, Carinena P, Delgado MF, Barro S (1996) Petri net representation of fuzzy reasoning under incomplete information. In: Proceedings of the 26th IEEE international symposium on multiple-valued logic 1996, pp 172–177 Bugarin A, Carinena P, Delgado MF, Barro S (1996) Petri net representation of fuzzy reasoning under incomplete information. In: Proceedings of the 26th IEEE international symposium on multiple-valued logic 1996, pp 172–177
Zurück zum Zitat Cao Y, Chen G (2010) A fuzzy petri-nets model for computing with words. IEEE Trans Fuzzy Syst 18(3):486–499CrossRef Cao Y, Chen G (2010) A fuzzy petri-nets model for computing with words. IEEE Trans Fuzzy Syst 18(3):486–499CrossRef
Zurück zum Zitat Cardoso J (1999) Fuzziness in Petri nets. In: Camargo H (ed) Studies in fuzziness and soft computing, vol 22. Springer, Heidelberg Cardoso J (1999) Fuzziness in Petri nets. In: Camargo H (ed) Studies in fuzziness and soft computing, vol 22. Springer, Heidelberg
Zurück zum Zitat Chen SM, Ke JS, Chang JF (1990) Knowledge representation using fuzzy Petri nets. IEEE Trans Knowl Data Eng 2(3):311–319CrossRef Chen SM, Ke JS, Chang JF (1990) Knowledge representation using fuzzy Petri nets. IEEE Trans Knowl Data Eng 2(3):311–319CrossRef
Zurück zum Zitat Chen SM (2000) Fuzzy backward reasoning using fuzzy Petri nets. IEEE Trans Syst Man Cybern B Cybern 30(6):846–856CrossRef Chen SM (2000) Fuzzy backward reasoning using fuzzy Petri nets. IEEE Trans Syst Man Cybern B Cybern 30(6):846–856CrossRef
Zurück zum Zitat Chen SM (2002) Weighted fuzzy reasoning using weighted fuzzy Petri nets. IEEE Trans Knowl Data Eng 14(2):386–397CrossRef Chen SM (2002) Weighted fuzzy reasoning using weighted fuzzy Petri nets. IEEE Trans Knowl Data Eng 14(2):386–397CrossRef
Zurück zum Zitat Chen WL, Kan CD, Lin CH, Chen T (2014) A rule-based decision-making diagnosis system to evaluate arteriovenous shunt stenosis for hemodialysis treatment of patients using fuzzy petri nets. IEEE J Biomed Health Inform 18(2):703–713CrossRef Chen WL, Kan CD, Lin CH, Chen T (2014) A rule-based decision-making diagnosis system to evaluate arteriovenous shunt stenosis for hemodialysis treatment of patients using fuzzy petri nets. IEEE J Biomed Health Inform 18(2):703–713CrossRef
Zurück zum Zitat Cheng YH, Yang LA (2009) A fuzzy Petri nets approach for railway traffic control in case of abnormality: evidence from Taiwan railway system. Expert Syst Appl 36(4):8040–8048CrossRef Cheng YH, Yang LA (2009) A fuzzy Petri nets approach for railway traffic control in case of abnormality: evidence from Taiwan railway system. Expert Syst Appl 36(4):8040–8048CrossRef
Zurück zum Zitat Chun MG, Bien ZN (1993) Fuzzy Petri-net representation and reasoning methods for rule-based decision-marking system. IEICE Trans Fundam Electron Commun Sci E76A(6):974–983 Chun MG, Bien ZN (1993) Fuzzy Petri-net representation and reasoning methods for rule-based decision-marking system. IEICE Trans Fundam Electron Commun Sci E76A(6):974–983
Zurück zum Zitat Co JH, Swami A, Chen IR (2012) Modeling and analysis of trust management with trust chain optimization in mobile ad hoc networks. J Netw Comput Appl 35(3):1001–1012CrossRef Co JH, Swami A, Chen IR (2012) Modeling and analysis of trust management with trust chain optimization in mobile ad hoc networks. J Netw Comput Appl 35(3):1001–1012CrossRef
Zurück zum Zitat Fenton NE, Neil M, Galan Caballero J (2007) A generalized associative Petri net for reasoning. IEEE Trans Knowl Data Eng 19(9):1241–1251CrossRef Fenton NE, Neil M, Galan Caballero J (2007) A generalized associative Petri net for reasoning. IEEE Trans Knowl Data Eng 19(9):1241–1251CrossRef
Zurück zum Zitat Gao MM, Wu ZM, Zhou MC (2000) Petri net-based formal reasoning algorithm for fuzzy production rule-based systems. In: Proceedings of 2000 IEEE international conference on systems, man, and cybernetics, Vol. 4, pp 3093–3097 Gao MM, Wu ZM, Zhou MC (2000) Petri net-based formal reasoning algorithm for fuzzy production rule-based systems. In: Proceedings of 2000 IEEE international conference on systems, man, and cybernetics, Vol. 4, pp 3093–3097
Zurück zum Zitat Gao MM, Zhou MC, Tang Y (2004) Intelligent decision making in disassembly process based on fuzzy reasoning Petri nets Systems. IEEE Trans Man Cybernet B Cybernet 34(5):2029–2034CrossRef Gao MM, Zhou MC, Tang Y (2004) Intelligent decision making in disassembly process based on fuzzy reasoning Petri nets Systems. IEEE Trans Man Cybernet B Cybernet 34(5):2029–2034CrossRef
Zurück zum Zitat Gao MM, Zhou MC, Huang XG, Wu ZM (2003) Fuzzy reasoning Petri nets. IEEE Trans Syst Man Cybernet A Syst Hum 33(3):314–324CrossRef Gao MM, Zhou MC, Huang XG, Wu ZM (2003) Fuzzy reasoning Petri nets. IEEE Trans Syst Man Cybernet A Syst Hum 33(3):314–324CrossRef
Zurück zum Zitat Garg K (1987) An approach to performance specification of communication protocols using timed Petri nets. IEEE Trans Softw Eng SE–13(12):1297–1310 Garg K (1987) An approach to performance specification of communication protocols using timed Petri nets. IEEE Trans Softw Eng SE–13(12):1297–1310
Zurück zum Zitat Garg ML, Ahson SI, Gupta PV (1991) A fuzzy Petri net for knowledge representation and reasoning. Inf Proces Lett 39(3):165–171MathSciNetMATHCrossRef Garg ML, Ahson SI, Gupta PV (1991) A fuzzy Petri net for knowledge representation and reasoning. Inf Proces Lett 39(3):165–171MathSciNetMATHCrossRef
Zurück zum Zitat Gniewek L, Kluska J (2004) Hardware implementation of fuzzy Petri net as a controller. IEEE Trans Syst Man Cybern B Cybern 34(3):1315–1324CrossRef Gniewek L, Kluska J (2004) Hardware implementation of fuzzy Petri net as a controller. IEEE Trans Syst Man Cybern B Cybern 34(3):1315–1324CrossRef
Zurück zum Zitat Gniewek L (2013) Sequential control algorithm in the form of fuzzy interpreted Petri net. IEEE Trans Syst Man Cybern Syst 43(2):451–459CrossRef Gniewek L (2013) Sequential control algorithm in the form of fuzzy interpreted Petri net. IEEE Trans Syst Man Cybern Syst 43(2):451–459CrossRef
Zurück zum Zitat Gong FT, Wang JY (2012) Research of weighted fuzzy fault diagnosis based on adaptive neural network. Int J Digital Content Technol Appl 6(9):118–124CrossRef Gong FT, Wang JY (2012) Research of weighted fuzzy fault diagnosis based on adaptive neural network. Int J Digital Content Technol Appl 6(9):118–124CrossRef
Zurück zum Zitat Gua T, Bahri PA (2002) A survey of Petri net applications in batch processes. Comput Ind 47(1):99–111CrossRef Gua T, Bahri PA (2002) A survey of Petri net applications in batch processes. Comput Ind 47(1):99–111CrossRef
Zurück zum Zitat Guan YF, Kezunovic M (2013) Contingency-based nodal market operation using intelligent economic alarm processor. IEEE Trans Smart Grid 4(1):540–548CrossRef Guan YF, Kezunovic M (2013) Contingency-based nodal market operation using intelligent economic alarm processor. IEEE Trans Smart Grid 4(1):540–548CrossRef
Zurück zum Zitat Ha S, Suh HWA (2008) Timed colored Petri nets modeling for dynamic workflow in product development process. Comput Ind 59(2–3):193–209CrossRef Ha S, Suh HWA (2008) Timed colored Petri nets modeling for dynamic workflow in product development process. Comput Ind 59(2–3):193–209CrossRef
Zurück zum Zitat Ha MH, Li Y, Li HJ, Wang P (2005) A new form of Knowledge representation and reasoning. In: Proceedings of 2005 international conference on machine learning and cybernetics, Vol. 4, pp 2577–2582 Ha MH, Li Y, Li HJ, Wang P (2005) A new form of Knowledge representation and reasoning. In: Proceedings of 2005 international conference on machine learning and cybernetics, Vol. 4, pp 2577–2582
Zurück zum Zitat Ha MH, Li Y, Wang XF (2007) Fuzzy knowledge representation and reasoning using a generalized fuzzy petri net and a similarity measure. Soft Comput 11(4):323–327MATHCrossRef Ha MH, Li Y, Wang XF (2007) Fuzzy knowledge representation and reasoning using a generalized fuzzy petri net and a similarity measure. Soft Comput 11(4):323–327MATHCrossRef
Zurück zum Zitat He ZY, Yang JW, Zeng QF, Zang TL (2014) Fault section estimation for power systems based on adaptive fuzzy Petri nets. Int J Comput Intell Syst 7(4):605–614CrossRef He ZY, Yang JW, Zeng QF, Zang TL (2014) Fault section estimation for power systems based on adaptive fuzzy Petri nets. Int J Comput Intell Syst 7(4):605–614CrossRef
Zurück zum Zitat Heng PA, Wong TT, Yang R, Chui YP, Xie YM, Leung KS, Leung P (2006) Intelligent inferencing and haptic simulation for Chinese acupuncture learning and training. IEEE Trans Inf Technol Biomed 10(1):28–41CrossRef Heng PA, Wong TT, Yang R, Chui YP, Xie YM, Leung KS, Leung P (2006) Intelligent inferencing and haptic simulation for Chinese acupuncture learning and training. IEEE Trans Inf Technol Biomed 10(1):28–41CrossRef
Zurück zum Zitat Holt AW, Commoner F, Euents Conditioii (1970) Applied data research. ACM, New York; also in records: project MAC Conference on concurrent systems and parallel computation. ACM, New York, pp 1–52 Holt AW, Commoner F, Euents Conditioii (1970) Applied data research. ACM, New York; also in records: project MAC Conference on concurrent systems and parallel computation. ACM, New York, pp 1–52
Zurück zum Zitat Hu C, Li P, Wang H (2003) Improved modeling algorithm of fuzzy petri net for fuzzy reasoning. In: Proceedings of IEEE international conference on systems, man and cybernetics, pp 4992–4997 Hu C, Li P, Wang H (2003) Improved modeling algorithm of fuzzy petri net for fuzzy reasoning. In: Proceedings of IEEE international conference on systems, man and cybernetics, pp 4992–4997
Zurück zum Zitat Hu H, Li Z, Al-Ahmari A (2011) Reversed fuzzy Petri nets and their application for fault diagnosis. Comput Ind Eng 60(4):505–510CrossRef Hu H, Li Z, Al-Ahmari A (2011) Reversed fuzzy Petri nets and their application for fault diagnosis. Comput Ind Eng 60(4):505–510CrossRef
Zurück zum Zitat Hugo C, Pedro L (2012) Robot task plan representation by Petri nets: modeling, identification, analysis and execution. Auton Robots 33(4):337–360CrossRef Hugo C, Pedro L (2012) Robot task plan representation by Petri nets: modeling, identification, analysis and execution. Auton Robots 33(4):337–360CrossRef
Zurück zum Zitat Jensen K (1987) Colored Petri nets. Lecture Notes in Computer Science, pp 254, 248–299 Jensen K (1987) Colored Petri nets. Lecture Notes in Computer Science, pp 254, 248–299
Zurück zum Zitat Jensen K (1992) Coloured Petri nets. Basic concept, analysis methods and practical use, vol 1. Springer, BerlinMATHCrossRef Jensen K (1992) Coloured Petri nets. Basic concept, analysis methods and practical use, vol 1. Springer, BerlinMATHCrossRef
Zurück zum Zitat Jensen K (1995) Coloured Petri nets: basic concept, analysis methods and practical use, vol 2. Springer, BerlinMATH Jensen K (1995) Coloured Petri nets: basic concept, analysis methods and practical use, vol 2. Springer, BerlinMATH
Zurück zum Zitat Jensen K (1997) Coloured Petri nets: basic concept, analysis methods and practical use, vol 3. Springer, BerlinMATHCrossRef Jensen K (1997) Coloured Petri nets: basic concept, analysis methods and practical use, vol 3. Springer, BerlinMATHCrossRef
Zurück zum Zitat Jensen K, Kristensen LM (2009) Coloured Petri nets: modelling and validation of concurrent systems. Springer, BerlinMATHCrossRef Jensen K, Kristensen LM (2009) Coloured Petri nets: modelling and validation of concurrent systems. Springer, BerlinMATHCrossRef
Zurück zum Zitat Jung CH, Lee TE (2012) An efficient mixed integer programming model based on timed Petri nets for diverse complex cluster tool scheduling problems. IEEE Trans Semicond Manuf 25(2):186–199CrossRef Jung CH, Lee TE (2012) An efficient mixed integer programming model based on timed Petri nets for diverse complex cluster tool scheduling problems. IEEE Trans Semicond Manuf 25(2):186–199CrossRef
Zurück zum Zitat Khan SA, Zafar NA, Ahmad F (2011) Petri net modeling of railway crossing system using fuzzy brakes. Int J Phys Sci 6(14):3389–3397 Khan SA, Zafar NA, Ahmad F (2011) Petri net modeling of railway crossing system using fuzzy brakes. Int J Phys Sci 6(14):3389–3397
Zurück zum Zitat Konar A, Jain L (2005) Cognitive engineering: a distributed approach to machine intelligence. Springer, LondonMATH Konar A, Jain L (2005) Cognitive engineering: a distributed approach to machine intelligence. Springer, LondonMATH
Zurück zum Zitat Kumar N, Borm JH, Kumar A (2012) Reliability analysis of waste clean-up manipulator using genetic algorithms and fuzzy methodology. Comput Oper Res 39(2):310–319MathSciNetMATHCrossRef Kumar N, Borm JH, Kumar A (2012) Reliability analysis of waste clean-up manipulator using genetic algorithms and fuzzy methodology. Comput Oper Res 39(2):310–319MathSciNetMATHCrossRef
Zurück zum Zitat Lee SJ, Seong PH (2004) Development of automated operating procedure system using fuzzy colored petri nets for nuclear power plants. Ann Nuclear Energy 31(8):849–869CrossRef Lee SJ, Seong PH (2004) Development of automated operating procedure system using fuzzy colored petri nets for nuclear power plants. Ann Nuclear Energy 31(8):849–869CrossRef
Zurück zum Zitat Lee GB, Zandong H, Lee JS (2004) Automatic generation of ladder diagram with control Petri net. J Intell Manuf 15(2):245–252CrossRef Lee GB, Zandong H, Lee JS (2004) Automatic generation of ladder diagram with control Petri net. J Intell Manuf 15(2):245–252CrossRef
Zurück zum Zitat Lee CK, Lin CL, Shiu BM (2009) Autonomous vehicle parking using hybrid artificial intelligent approach. J Intell Robot Syst Theory Appl 56(3):319–343MATHCrossRef Lee CK, Lin CL, Shiu BM (2009) Autonomous vehicle parking using hybrid artificial intelligent approach. J Intell Robot Syst Theory Appl 56(3):319–343MATHCrossRef
Zurück zum Zitat Lee CH, Lee YC (2012) Nonlinear systems design by a novel fuzzy neural system via hybridization of electromagnetism-like mechanism and particle swarm optimization algorithms. Inf Sci 186(1):59–72CrossRef Lee CH, Lee YC (2012) Nonlinear systems design by a novel fuzzy neural system via hybridization of electromagnetism-like mechanism and particle swarm optimization algorithms. Inf Sci 186(1):59–72CrossRef
Zurück zum Zitat Li XO, Lara-Rosano F (1999) Weighted Fuzzy Petri net model for Knowledge learning and reasoning. In: Proceedings of international joint conference on neural networks, IJCNN’99, Vol. 4, pp 2368–2372 Li XO, Lara-Rosano F (1999) Weighted Fuzzy Petri net model for Knowledge learning and reasoning. In: Proceedings of international joint conference on neural networks, IJCNN’99, Vol. 4, pp 2368–2372
Zurück zum Zitat Li XO, Yu W, Lara-Rosano F (2000) Dynamic knowledge inference and learning under adaptive fuzzy Petri net framework. IEEE Trans Syst Man Cybern C Appl Rev 30(4):442–450CrossRef Li XO, Yu W, Lara-Rosano F (2000) Dynamic knowledge inference and learning under adaptive fuzzy Petri net framework. IEEE Trans Syst Man Cybern C Appl Rev 30(4):442–450CrossRef
Zurück zum Zitat Lipp HP (1984) Application of a fuzzy Petri net for controlling complex industrial processes. In : Proceedings of IFAC Conference on fuzzy information control, pp 471–477 Lipp HP (1984) Application of a fuzzy Petri net for controlling complex industrial processes. In : Proceedings of IFAC Conference on fuzzy information control, pp 471–477
Zurück zum Zitat Liu D, Wang J, Chan SC, Sun J, Zhang L (2002) Modeling workflow processes with colored Petri nets. Comput Ind 49(3):267–281CrossRef Liu D, Wang J, Chan SC, Sun J, Zhang L (2002) Modeling workflow processes with colored Petri nets. Comput Ind 49(3):267–281CrossRef
Zurück zum Zitat Liu J, Wang W, Xiao Q, Yang Z (2010) Fault diagnosis for flight control system of unmanned aerial vehicle using fuzzy petri nets. ICIC Exp Lett 4(4):1319–1324 Liu J, Wang W, Xiao Q, Yang Z (2010) Fault diagnosis for flight control system of unmanned aerial vehicle using fuzzy petri nets. ICIC Exp Lett 4(4):1319–1324
Zurück zum Zitat Liu J, Chen K, Wang Z (2011a) Fault analysis for flight control system using weighted fuzzy Petri Nets. J Converg Inf Technol 6(3):46–155MathSciNetCrossRef Liu J, Chen K, Wang Z (2011a) Fault analysis for flight control system using weighted fuzzy Petri Nets. J Converg Inf Technol 6(3):46–155MathSciNetCrossRef
Zurück zum Zitat Liu Z, Li H, Zhou P (2011b) Towards timed fuzzy Petri net algorithms for chemical abnormality monitoring. Exp Syst Appl 38(8):9724–9728CrossRef Liu Z, Li H, Zhou P (2011b) Towards timed fuzzy Petri net algorithms for chemical abnormality monitoring. Exp Syst Appl 38(8):9724–9728CrossRef
Zurück zum Zitat Liu HC, Liu L, Lin QL, Liu N (2013a) Knowledge acquisition and representation using fuzzy evidential reasoning and dynamic adaptive fuzzy Petri nets. IEEE Trans Cybern 43(3):1059–1072CrossRef Liu HC, Liu L, Lin QL, Liu N (2013a) Knowledge acquisition and representation using fuzzy evidential reasoning and dynamic adaptive fuzzy Petri nets. IEEE Trans Cybern 43(3):1059–1072CrossRef
Zurück zum Zitat Liu HC (2013b) Dynamic adaptive fuzzy Petri nets for knowledge representation and reasoning. IEEE Trans Syst Man Cybern Syst 46(3):1399–1410CrossRef Liu HC (2013b) Dynamic adaptive fuzzy Petri nets for knowledge representation and reasoning. IEEE Trans Syst Man Cybern Syst 46(3):1399–1410CrossRef
Zurück zum Zitat Liu HC, Lin QL, Ren ML (2013c) Fault diagnosis and cause analysis using fuzzy evidential reasoning approach and dynamic adaptive fuzzy Petri nets. Comput Ind Eng 66(4):899–908CrossRef Liu HC, Lin QL, Ren ML (2013c) Fault diagnosis and cause analysis using fuzzy evidential reasoning approach and dynamic adaptive fuzzy Petri nets. Comput Ind Eng 66(4):899–908CrossRef
Zurück zum Zitat Looney CG (1988) Fuzzy Petri nets for rule-based decision making. IEEE Trans Syst Man Cybern 18(1):178–183CrossRef Looney CG (1988) Fuzzy Petri nets for rule-based decision making. IEEE Trans Syst Man Cybern 18(1):178–183CrossRef
Zurück zum Zitat Luo X, Kezunovic M (2008) Implementing fuzzy reasoning Petri-nets for fault section estimation. IEEE Trans Power Delivery 23(2):676–685CrossRef Luo X, Kezunovic M (2008) Implementing fuzzy reasoning Petri-nets for fault section estimation. IEEE Trans Power Delivery 23(2):676–685CrossRef
Zurück zum Zitat Molloy MK (1982) Performance analysis using stochastic Petri nets. IEEE Trans Comput C–31(9):913–917CrossRef Molloy MK (1982) Performance analysis using stochastic Petri nets. IEEE Trans Comput C–31(9):913–917CrossRef
Zurück zum Zitat Murata T (1989) Petri nets: properties, analysis and applications. IEEE Proc 77:540–541CrossRef Murata T (1989) Petri nets: properties, analysis and applications. IEEE Proc 77:540–541CrossRef
Zurück zum Zitat Manoj T, Leena J, Soney R (1998) Knowledge representation using fuzzy Petri nets: revisited. IEEE Trans Knowl Data Eng 10(4):666–667CrossRef Manoj T, Leena J, Soney R (1998) Knowledge representation using fuzzy Petri nets: revisited. IEEE Trans Knowl Data Eng 10(4):666–667CrossRef
Zurück zum Zitat Ouchi E, Tazaki Y (1997) Learning and reasoning method using fuzzy colored Petri nets under uncertainty. In: IEEE international conference on proceedings of systems, man, and cybernetics, computational cybernetics and simulation, Vol. 4, pp 3867–3871 Ouchi E, Tazaki Y (1997) Learning and reasoning method using fuzzy colored Petri nets under uncertainty. In: IEEE international conference on proceedings of systems, man, and cybernetics, computational cybernetics and simulation, Vol. 4, pp 3867–3871
Zurück zum Zitat Pamuk N, Uyaroglu Y (2012) The fault diagnosis for power system using fuzzy Petri nets. Przeglad Elektrotechniczny 88(7A):99–102 Pamuk N, Uyaroglu Y (2012) The fault diagnosis for power system using fuzzy Petri nets. Przeglad Elektrotechniczny 88(7A):99–102
Zurück zum Zitat Pan HL, Jiang WR, He HH (2012) The fault diagnosis model of flexible manufacturing system workflow based on adaptive weighted fuzzy Petri net. Adv Sci Lett 11(1):811–814CrossRef Pan HL, Jiang WR, He HH (2012) The fault diagnosis model of flexible manufacturing system workflow based on adaptive weighted fuzzy Petri net. Adv Sci Lett 11(1):811–814CrossRef
Zurück zum Zitat Pantelopoulos A, Bourbakis NG (2010) Prognosis-a wearable health-monitoring system for people at risk: methodology and modeling. IEEE Trans Inf Technol Biomed 14(3):613–621CrossRef Pantelopoulos A, Bourbakis NG (2010) Prognosis-a wearable health-monitoring system for people at risk: methodology and modeling. IEEE Trans Inf Technol Biomed 14(3):613–621CrossRef
Zurück zum Zitat Parhi DR, Mohanta JC (2011) Navigational control of several mobile robotic agents using Petri-potential-fuzzy hybrid controller. Appl Soft Comput J 11(4):3546–3557CrossRef Parhi DR, Mohanta JC (2011) Navigational control of several mobile robotic agents using Petri-potential-fuzzy hybrid controller. Appl Soft Comput J 11(4):3546–3557CrossRef
Zurück zum Zitat Peters G, Tagg R (2009) Intelligent concepts for the management of information in workflow systems. Int J Comput Intell Syst 2(4):332–342CrossRef Peters G, Tagg R (2009) Intelligent concepts for the management of information in workflow systems. Int J Comput Intell Syst 2(4):332–342CrossRef
Zurück zum Zitat Petri CA (1962) Kommunikation mit Automaten. Schnften des Rheinish-Wehtfalischen Institutes Cur Instrumentelle Mathematik an der Univcrstit Bonn, Heft 2, Bonn, W. Germany Petri CA (1962) Kommunikation mit Automaten. Schnften des Rheinish-Wehtfalischen Institutes Cur Instrumentelle Mathematik an der Univcrstit Bonn, Heft 2, Bonn, W. Germany
Zurück zum Zitat Pla A, Gay P, Meléndez J, López B (2014) Petri net-based process monitoring: a workflow management system for process modeling and monitoring. J Intell Manuf 25(3):539–554CrossRef Pla A, Gay P, Meléndez J, López B (2014) Petri net-based process monitoring: a workflow management system for process modeling and monitoring. J Intell Manuf 25(3):539–554CrossRef
Zurück zum Zitat Plunnecke H, Reisig W (1991) Bibliography of Petri nets 1990. Advances in Petri Nets 1991, Lecture Notes in Computer Science, Springer, Berlin, vol. 524, pp 317–575 Plunnecke H, Reisig W (1991) Bibliography of Petri nets 1990. Advances in Petri Nets 1991, Lecture Notes in Computer Science, Springer, Berlin, vol. 524, pp 317–575
Zurück zum Zitat Pouyan AA, Shandiz HT, Arastehfar S (2011) Synthesis a Petri net based control model for a FMS cell. Comput Ind 62(5):501–508CrossRef Pouyan AA, Shandiz HT, Arastehfar S (2011) Synthesis a Petri net based control model for a FMS cell. Comput Ind 62(5):501–508CrossRef
Zurück zum Zitat Qiao F, Wu Q, Li L, Wang Z, Shi B (2011) A fuzzy Petri net-based reasoning method for rescheduling. Trans Inst Meas Control 33(3–4):435–455CrossRef Qiao F, Wu Q, Li L, Wang Z, Shi B (2011) A fuzzy Petri net-based reasoning method for rescheduling. Trans Inst Meas Control 33(3–4):435–455CrossRef
Zurück zum Zitat Rajpurohit VS, Pai MMM (2012) Efficient object motion prediction using fuzzy Petri net based modeling in a robot navigational environment. Int J Veh Auton Syst 10(1–2):19–40CrossRef Rajpurohit VS, Pai MMM (2012) Efficient object motion prediction using fuzzy Petri net based modeling in a robot navigational environment. Int J Veh Auton Syst 10(1–2):19–40CrossRef
Zurück zum Zitat Ramchandani C (1974) Analysis of asynchronous concurrent systems by timed Petri nets. Massachusetts Institute of Technology, Cambridge Ramchandani C (1974) Analysis of asynchronous concurrent systems by timed Petri nets. Massachusetts Institute of Technology, Cambridge
Zurück zum Zitat Ribarik S, Basic BD, Pavesic N (1999) A model for fuzzy temporal knowledge representation and reasoning. In: Fuzzy systems conference proceedings, 1999, Vol. 1, pp 216–221 Ribarik S, Basic BD, Pavesic N (1999) A model for fuzzy temporal knowledge representation and reasoning. In: Fuzzy systems conference proceedings, 1999, Vol. 1, pp 216–221
Zurück zum Zitat Scarpelli H, Gomide F (1994) A high level net approach for discovering potential inconsistencies in fuzzy knowledge bases. Fuzzy Sets Syst 64(2):175–193MathSciNetMATHCrossRef Scarpelli H, Gomide F (1994) A high level net approach for discovering potential inconsistencies in fuzzy knowledge bases. Fuzzy Sets Syst 64(2):175–193MathSciNetMATHCrossRef
Zurück zum Zitat Scarpelli H, Gomide F, Yager RR (1996) A reasoning algorithm for high-level fuzzy Petri nets. IEEE Trans Fuzzy Syst 4(3):282–294CrossRef Scarpelli H, Gomide F, Yager RR (1996) A reasoning algorithm for high-level fuzzy Petri nets. IEEE Trans Fuzzy Syst 4(3):282–294CrossRef
Zurück zum Zitat Sharma RK, Kumar D, Kumar P (2008) Predicting uncertain behavior of industrial system using FM-A practical case. Appl Soft Comput 8(1):96–109CrossRef Sharma RK, Kumar D, Kumar P (2008) Predicting uncertain behavior of industrial system using FM-A practical case. Appl Soft Comput 8(1):96–109CrossRef
Zurück zum Zitat Sharma SP, Sukavanam N, Kumar N, Kumar A (2010) Reliability analysis of complex robotic system using Petri nets and fuzzy lambda-tau methodology. Eng Comput 27(3):354–364MATHCrossRef Sharma SP, Sukavanam N, Kumar N, Kumar A (2010) Reliability analysis of complex robotic system using Petri nets and fuzzy lambda-tau methodology. Eng Comput 27(3):354–364MATHCrossRef
Zurück zum Zitat Sharma SP, Kumar D, Kumar A (2012) Reliability analysis of complex multi-robotic system using GA and fuzzy methodology. Appl Soft Comput J 2(1):405–415CrossRef Sharma SP, Kumar D, Kumar A (2012) Reliability analysis of complex multi-robotic system using GA and fuzzy methodology. Appl Soft Comput J 2(1):405–415CrossRef
Zurück zum Zitat Shen VRL (2003) Reinforcement learning for high-level fuzzy Petri nets. IEEE Trans Syst Man Cybern B Cybern 33(2):351–362CrossRef Shen VRL (2003) Reinforcement learning for high-level fuzzy Petri nets. IEEE Trans Syst Man Cybern B Cybern 33(2):351–362CrossRef
Zurück zum Zitat Shen VRL (2006) Knowledge representation using high-level fuzzy Petri nets. IEEE Trans Syst Man Cybern A Syst Hum 36(6):1220–1227CrossRef Shen VRL (2006) Knowledge representation using high-level fuzzy Petri nets. IEEE Trans Syst Man Cybern A Syst Hum 36(6):1220–1227CrossRef
Zurück zum Zitat Shen VRL, Chang YS, Juang TTY (2010) Supervised and unsupervised learning by using petri nets. IEEE Trans Syst Man Cybern A Syst Hum 40(2):363–375CrossRef Shen VRL, Chang YS, Juang TTY (2010) Supervised and unsupervised learning by using petri nets. IEEE Trans Syst Man Cybern A Syst Hum 40(2):363–375CrossRef
Zurück zum Zitat Shen VRL, Yang CY, Wang YY, Lin YH (2012) Application of high-level fuzzy Petri nets to educational grading system. Exp Syst Appl 39(17):12935–12946CrossRef Shen VRL, Yang CY, Wang YY, Lin YH (2012) Application of high-level fuzzy Petri nets to educational grading system. Exp Syst Appl 39(17):12935–12946CrossRef
Zurück zum Zitat Shen XY, Lei YJ, Li CH (2009). Intuitionistic fuzzy petri nets model and reasoning algorithm. In: Proceedings of the 6th international conference on fuzzy systems and knowledge discovery, pp 119–122 Shen XY, Lei YJ, Li CH (2009). Intuitionistic fuzzy petri nets model and reasoning algorithm. In: Proceedings of the 6th international conference on fuzzy systems and knowledge discovery, pp 119–122
Zurück zum Zitat Shi ZF (2012) Intelligent target fusion recognition based on fuzzy Petri nets. Inf Technol J 11(4):500–550CrossRef Shi ZF (2012) Intelligent target fusion recognition based on fuzzy Petri nets. Inf Technol J 11(4):500–550CrossRef
Zurück zum Zitat Shih DH, Chiang HS, Lin B (2007) A generalized associative Petri net for reasoning. IEEE Trans Knowl Data Eng 19(9):1241–1251CrossRef Shih DH, Chiang HS, Lin B (2007) A generalized associative Petri net for reasoning. IEEE Trans Knowl Data Eng 19(9):1241–1251CrossRef
Zurück zum Zitat Shih DH, Chiang HS, Lin B, Lin SB (2010) An embedded mobile ECG reasoning system for elderly patients. IEEE Trans Inf Technol Biomed 14(3):854–865CrossRef Shih DH, Chiang HS, Lin B, Lin SB (2010) An embedded mobile ECG reasoning system for elderly patients. IEEE Trans Inf Technol Biomed 14(3):854–865CrossRef
Zurück zum Zitat Shojafar M, Pooranian Z, Meybodi MR, Singhal M (2013) ALATO: an efficient intelligent algorithm for time optimization in an economic grid based on adaptive stochastic Petri net. J Intell Manuf 26(4):641–658CrossRef Shojafar M, Pooranian Z, Meybodi MR, Singhal M (2013) ALATO: an efficient intelligent algorithm for time optimization in an economic grid based on adaptive stochastic Petri net. J Intell Manuf 26(4):641–658CrossRef
Zurück zum Zitat Silva M (2013) Half a century after Carl Adam Petri’s Ph.D thesis: a perspective on the field. Ann Rev Control 37:191–219CrossRef Silva M (2013) Half a century after Carl Adam Petri’s Ph.D thesis: a perspective on the field. Ann Rev Control 37:191–219CrossRef
Zurück zum Zitat Srinivasan P, Gracanin D (1993) Approximate reasoning with Fuzzy Petri Nets. In: Proceedings of the second IEEE international conference on fuzzy systems, pp 396–401 Srinivasan P, Gracanin D (1993) Approximate reasoning with Fuzzy Petri Nets. In: Proceedings of the second IEEE international conference on fuzzy systems, pp 396–401
Zurück zum Zitat Sun J, Qin SY, Song YH (2004) Fault diagnosis of electric power systems based on fuzzy Petri nets. IEEE Trans Power Syst 19(4):2053–2059CrossRef Sun J, Qin SY, Song YH (2004) Fault diagnosis of electric power systems based on fuzzy Petri nets. IEEE Trans Power Syst 19(4):2053–2059CrossRef
Zurück zum Zitat Tang Y, Zhou MC, Gao MM (2006) Fuzzy-Petri-net-based disassembly planning considering human factors. IEEE Trans Syst Man Cybern A Syst Hum 36(4):718–726CrossRef Tang Y, Zhou MC, Gao MM (2006) Fuzzy-Petri-net-based disassembly planning considering human factors. IEEE Trans Syst Man Cybern A Syst Hum 36(4):718–726CrossRef
Zurück zum Zitat Tang Y (2009) Learning-based disassembly process planner for uncertainty management. Systems. IEEE Trans Syst Man Cybern A Syst Hum 39(1):134–143CrossRef Tang Y (2009) Learning-based disassembly process planner for uncertainty management. Systems. IEEE Trans Syst Man Cybern A Syst Hum 39(1):134–143CrossRef
Zurück zum Zitat Thiagarajan PS (1987) Elementary net systems. Petri nets: central models and their properties. Springer, Berlin, pp 26–59CrossRef Thiagarajan PS (1987) Elementary net systems. Petri nets: central models and their properties. Springer, Berlin, pp 26–59CrossRef
Zurück zum Zitat Tiehua C, Sanderson CA (1993) Fuzzy Petri net approach to reasoning about uncertainty in robotic systems. In: Proceedings of the 1993 IEEE international conference on robotics and automation, pp 317–322 Tiehua C, Sanderson CA (1993) Fuzzy Petri net approach to reasoning about uncertainty in robotic systems. In: Proceedings of the 1993 IEEE international conference on robotics and automation, pp 317–322
Zurück zum Zitat Ting Y, Lu WB, Chen CH, Wang GK (2008) A fuzzy reasoning design for fault detection and diagnosis of a computer-controlled system. Eng Appl Artif Intell 21(2):157–170CrossRef Ting Y, Lu WB, Chen CH, Wang GK (2008) A fuzzy reasoning design for fault detection and diagnosis of a computer-controlled system. Eng Appl Artif Intell 21(2):157–170CrossRef
Zurück zum Zitat Tont G, Vladareanu L, Munteanu MS, Tont DG (2010) Markov approach of adaptive task assignment for robotic system in non-stationary environments. WSEAS Trans Syst 9(3):273–282 Tont G, Vladareanu L, Munteanu MS, Tont DG (2010) Markov approach of adaptive task assignment for robotic system in non-stationary environments. WSEAS Trans Syst 9(3):273–282
Zurück zum Zitat Tsang ECC, Yeung DS, John WTL (1999) Learning capability in fuzzy Petri nets. In: IEEE SMC’99 proceedings on the international conference on systems, man, and cybernetics, Vol. 3, pp 355–360 Tsang ECC, Yeung DS, John WTL (1999) Learning capability in fuzzy Petri nets. In: IEEE SMC’99 proceedings on the international conference on systems, man, and cybernetics, Vol. 3, pp 355–360
Zurück zum Zitat Tuysuz F, Kahraman C (2010) Modeling a flexible manufacturing cell using stochastic Petri nets with fuzzy parameters. Expert Syst Appl 37(5):3910–3920MATHCrossRef Tuysuz F, Kahraman C (2010) Modeling a flexible manufacturing cell using stochastic Petri nets with fuzzy parameters. Expert Syst Appl 37(5):3910–3920MATHCrossRef
Zurück zum Zitat Urawski R, Zhou MC (1994) Petri nets and industrial application-a tutorial. IEEE Trans Ind Electron 41(6):67–583 Urawski R, Zhou MC (1994) Petri nets and industrial application-a tutorial. IEEE Trans Ind Electron 41(6):67–583
Zurück zum Zitat Van der Aalst WMP (1994) Putting high-level Petri nets to work in industry. Comput Ind 25(1):45–54CrossRef Van der Aalst WMP (1994) Putting high-level Petri nets to work in industry. Comput Ind 25(1):45–54CrossRef
Zurück zum Zitat Van der Aalst WMP, van Hee KM (1996) Business process redesign: a Petri-net-based approach. Comput Ind 29(1–2):15–26CrossRef Van der Aalst WMP, van Hee KM (1996) Business process redesign: a Petri-net-based approach. Comput Ind 29(1–2):15–26CrossRef
Zurück zum Zitat Wai RJ, Liu CM (2009) Design of dynamic petri recurrent fuzzy neural network and its application to path-tracking control of non-holonomic mobile robot. IEEE Trans Ind Electron 56(7):2667–2683CrossRef Wai RJ, Liu CM (2009) Design of dynamic petri recurrent fuzzy neural network and its application to path-tracking control of non-holonomic mobile robot. IEEE Trans Ind Electron 56(7):2667–2683CrossRef
Zurück zum Zitat Wai RJ, Liu CM, Lin YW (2010) Robust path tracking control of mobile robot via dynamic petri recurrent fuzzy neural network. Soft Comput 15(4):743–767MATHCrossRef Wai RJ, Liu CM, Lin YW (2010) Robust path tracking control of mobile robot via dynamic petri recurrent fuzzy neural network. Soft Comput 15(4):743–767MATHCrossRef
Zurück zum Zitat Wang SL, Wu YH (1999) Reasoning in fuzzy production systems when input information is incomplete. In: FUZZ-IEEE’99 fuzzy systems conference proceedings, Vol. 3, pp 1557–1561 Wang SL, Wu YH (1999) Reasoning in fuzzy production systems when input information is incomplete. In: FUZZ-IEEE’99 fuzzy systems conference proceedings, Vol. 3, pp 1557–1561
Zurück zum Zitat Wang HQ, Jiang CJ, Liao SY (2001) Concurrent reasoning of fuzzy logical Petri nets based on multi-task schedule. IEEE Trans Fuzzy Syst 9(3):444–449CrossRef Wang HQ, Jiang CJ, Liao SY (2001) Concurrent reasoning of fuzzy logical Petri nets based on multi-task schedule. IEEE Trans Fuzzy Syst 9(3):444–449CrossRef
Zurück zum Zitat Wang XZ, Xu Y, Zhu RX (2005) Multilevel weighted fuzzy reasoning with interaction. In: Proceedings of 2005 IEEE international conference on systems, man and Cybernetics, Vol. 1, pp 708–715 Wang XZ, Xu Y, Zhu RX (2005) Multilevel weighted fuzzy reasoning with interaction. In: Proceedings of 2005 IEEE international conference on systems, man and Cybernetics, Vol. 1, pp 708–715
Zurück zum Zitat Wang J, Zhao N, Du W, Zhao Y, Qian Y, Jiang Z (2012) Using fuzzy clustering method to classify the component in the process of software evolution. J Inf Technol 11(3):396–398CrossRef Wang J, Zhao N, Du W, Zhao Y, Qian Y, Jiang Z (2012) Using fuzzy clustering method to classify the component in the process of software evolution. J Inf Technol 11(3):396–398CrossRef
Zurück zum Zitat Wang J, Shi P, Peng H, Perez-Jimenez MJ, Wang T (2013) Weighted fuzzy spiking neural P systems. IEEE Trans Fuzzy Syst 21(2):209–220CrossRef Wang J, Shi P, Peng H, Perez-Jimenez MJ, Wang T (2013) Weighted fuzzy spiking neural P systems. IEEE Trans Fuzzy Syst 21(2):209–220CrossRef
Zurück zum Zitat Wang S, Wu W, Yang J (2015) Deadlock prevention policy for a class of petri nets based on complementary places and elementary siphons. J Intelli Manuf 26(2):321–330MathSciNetCrossRef Wang S, Wu W, Yang J (2015) Deadlock prevention policy for a class of petri nets based on complementary places and elementary siphons. J Intelli Manuf 26(2):321–330MathSciNetCrossRef
Zurück zum Zitat Wu Z, Hsieh SJ (2012) A real time fuzzy Petri net diagnoser for detecting progressive faults in PLC based discrete manufacturing system. Int J Adv Manuf Technol 61(1–4):405–421CrossRef Wu Z, Hsieh SJ (2012) A real time fuzzy Petri net diagnoser for detecting progressive faults in PLC based discrete manufacturing system. Int J Adv Manuf Technol 61(1–4):405–421CrossRef
Zurück zum Zitat Wu J, Yan S, Xie L, Gao P (2012) Reliability apportionment approach for spacecraft solar array using fuzzy reasoning Petri net and fuzzy comprehensive evaluation. Acta Astronaut 76:136–144CrossRef Wu J, Yan S, Xie L, Gao P (2012) Reliability apportionment approach for spacecraft solar array using fuzzy reasoning Petri net and fuzzy comprehensive evaluation. Acta Astronaut 76:136–144CrossRef
Zurück zum Zitat Wu J, Yan S, Xie L (2011) Reliability analysis method of a solar array by using fault tree analysis and fuzzy reasoning Petri net. Acta Astron 69(11–12):960–968CrossRef Wu J, Yan S, Xie L (2011) Reliability analysis method of a solar array by using fault tree analysis and fuzzy reasoning Petri net. Acta Astron 69(11–12):960–968CrossRef
Zurück zum Zitat Xu Y (2009) A multilevel weighted reasoning algorithm using interactive weighted petri nets. In: Proceedings of 2009 international conference on machine learning and cybernetics, Vol. 1, pp 509–514 Xu Y (2009) A multilevel weighted reasoning algorithm using interactive weighted petri nets. In: Proceedings of 2009 international conference on machine learning and cybernetics, Vol. 1, pp 509–514
Zurück zum Zitat Xu QL, Zhou F, Jiao JX (2011) Affective-cognitive modeling for user experience with modular colored fuzzy petri nets. J Comput Inf Sci Eng 11(1):1–10CrossRef Xu QL, Zhou F, Jiao JX (2011) Affective-cognitive modeling for user experience with modular colored fuzzy petri nets. J Comput Inf Sci Eng 11(1):1–10CrossRef
Zurück zum Zitat Yang R, Leung WS, Heng PA, Leung KS (2002) Improved algorithm on rule-based reasoning systems modeled by fuzzy Petri nets. In: Proceedings of the 2002 IEEE international conference on fuzzy systems FUZZ-IEEE’02, Vol. 2, pp 1204–1209) Yang R, Leung WS, Heng PA, Leung KS (2002) Improved algorithm on rule-based reasoning systems modeled by fuzzy Petri nets. In: Proceedings of the 2002 IEEE international conference on fuzzy systems FUZZ-IEEE’02, Vol. 2, pp 1204–1209)
Zurück zum Zitat Ye Y, Jiang Z, Diao X, Du G (2011) Extended event-condition-action rules and fuzzy Petri nets based exception handling for workflow management. Exp Syst Appl 38(9):10847–10861CrossRef Ye Y, Jiang Z, Diao X, Du G (2011) Extended event-condition-action rules and fuzzy Petri nets based exception handling for workflow management. Exp Syst Appl 38(9):10847–10861CrossRef
Zurück zum Zitat Yeung DS, Tsang ECC (1994) Fuzzy Knowledge representation and reasoning using Petri nets. Exp Syst Appl 7(2):81–289CrossRef Yeung DS, Tsang ECC (1994) Fuzzy Knowledge representation and reasoning using Petri nets. Exp Syst Appl 7(2):81–289CrossRef
Zurück zum Zitat Yeung DS, Liu JN, Shiu SC, Fung GS (1996) Fuzzy coloured Petri nets in modelling flexible manufacturing systems. In: Proceedings of ISAI/IFIS 1996, Mexico-USA Collaboration in Intelligent Systems Technologies, pp 100-107 Yeung DS, Liu JN, Shiu SC, Fung GS (1996) Fuzzy coloured Petri nets in modelling flexible manufacturing systems. In: Proceedings of ISAI/IFIS 1996, Mexico-USA Collaboration in Intelligent Systems Technologies, pp 100-107
Zurück zum Zitat Yeung DS, Tsang ECC (1998) A multilevel weighted fuzzy reasoning algorithm for expert systems. IEEE Trans Syst Man Cybern A Syst Hum 28(2):149–158CrossRef Yeung DS, Tsang ECC (1998) A multilevel weighted fuzzy reasoning algorithm for expert systems. IEEE Trans Syst Man Cybern A Syst Hum 28(2):149–158CrossRef
Zurück zum Zitat Yu Z, Fu X, Cai Y, Vuran MC (2011) A reliable energy-efficient multi-level routing algorithm for wireless sensor networks using Fuzzy Petri Nets. Sensors 11(3):3381–3400CrossRef Yu Z, Fu X, Cai Y, Vuran MC (2011) A reliable energy-efficient multi-level routing algorithm for wireless sensor networks using Fuzzy Petri Nets. Sensors 11(3):3381–3400CrossRef
Zurück zum Zitat Yuan JM, Hou CZ, Wang XY, Wu Q (2007) Availability fuzzy evaluation based on stochastic Petri net for repairable system. Comput Eng 33(8):17–19 Yuan JM, Hou CZ, Wang XY, Wu Q (2007) Availability fuzzy evaluation based on stochastic Petri net for repairable system. Comput Eng 33(8):17–19
Zurück zum Zitat Yuan J, Shi HB, Liu C (2008) Backward concurrent reasoning based on fuzzy petri nets. In: IEEE world congress on computational intelligence fuzzy systems on FUZZ-IEEE 2008, pp 832–837 Yuan J, Shi HB, Liu C (2008) Backward concurrent reasoning based on fuzzy petri nets. In: IEEE world congress on computational intelligence fuzzy systems on FUZZ-IEEE 2008, pp 832–837
Zurück zum Zitat Yuan J, Liu C, Jiang B, Shan Y, Shang W (2010) A forward concurrent reasoning approach for rule-based systems using fuzzy colored Petri nets. In: World congress on intelligent control and automation, pp 1579–1584 Yuan J, Liu C, Jiang B, Shan Y, Shang W (2010) A forward concurrent reasoning approach for rule-based systems using fuzzy colored Petri nets. In: World congress on intelligent control and automation, pp 1579–1584
Zurück zum Zitat Yuan Y (2009) Learning algorithm with fuzzy petri nets model based on taboo search. In: Proceedings of international conference on information engineering and computer science, pp 1–4 Yuan Y (2009) Learning algorithm with fuzzy petri nets model based on taboo search. In: Proceedings of international conference on information engineering and computer science, pp 1–4
Zurück zum Zitat Zhang LL, Jiao JR (2009) Modeling production configuration using nested colored object-oriented Petri-nets with changeable structures. J Intell Manuf 20(4):359–378MathSciNetCrossRef Zhang LL, Jiao JR (2009) Modeling production configuration using nested colored object-oriented Petri-nets with changeable structures. J Intell Manuf 20(4):359–378MathSciNetCrossRef
Zurück zum Zitat Zhang B, Cui S (2008) A parallel backward reasoning study using fuzzy petri net. In: Proceedings of 2008 international conference on computer science and software engineering, pp 315–319 Zhang B, Cui S (2008) A parallel backward reasoning study using fuzzy petri net. In: Proceedings of 2008 international conference on computer science and software engineering, pp 315–319
Zurück zum Zitat Zhang Y, Xu K, Yu J (2011) Modeling and optimization of hull erection process. Int J Prod Res 49(13):4157–4174CrossRef Zhang Y, Xu K, Yu J (2011) Modeling and optimization of hull erection process. Int J Prod Res 49(13):4157–4174CrossRef
Zurück zum Zitat Zhao SE, Li YL, Fu R, Yuan W (2014) Fuzzy reasoning Petri nets and its application to disassembly sequence decision-making for the end-of-life product recycling and remanufacturing. Int J Comput Integr Manuf 27(5):415–421CrossRef Zhao SE, Li YL, Fu R, Yuan W (2014) Fuzzy reasoning Petri nets and its application to disassembly sequence decision-making for the end-of-life product recycling and remanufacturing. Int J Comput Integr Manuf 27(5):415–421CrossRef
Zurück zum Zitat Zhou Y, Wu SL (1996) NNF and NNPrF-fuzzy petri nets based on neural network for knowledge representation, reasoning and learning. J Comput Sci Technol 11(2):133–149MathSciNetCrossRef Zhou Y, Wu SL (1996) NNF and NNPrF-fuzzy petri nets based on neural network for knowledge representation, reasoning and learning. J Comput Sci Technol 11(2):133–149MathSciNetCrossRef
Zurück zum Zitat Zhou F, Jiao R, Xu Q, Takahashi K (2012) User experience modeling and simulation for product ecosystem design based on fuzzy reasoning Petri nets. IEEE Trans Syst Man Cybern A Syst Hum 42(1):201–212CrossRef Zhou F, Jiao R, Xu Q, Takahashi K (2012) User experience modeling and simulation for product ecosystem design based on fuzzy reasoning Petri nets. IEEE Trans Syst Man Cybern A Syst Hum 42(1):201–212CrossRef
Metadaten
Titel
Fuzzy Petri nets and industrial applications: a review
verfasst von
Kai-Qing Zhou
Azlan Mohd Zain
Publikationsdatum
01.04.2016
Verlag
Springer Netherlands
Erschienen in
Artificial Intelligence Review / Ausgabe 4/2016
Print ISSN: 0269-2821
Elektronische ISSN: 1573-7462
DOI
https://doi.org/10.1007/s10462-015-9451-9

Weitere Artikel der Ausgabe 4/2016

Artificial Intelligence Review 4/2016 Zur Ausgabe