Advanced search
Publication Cover
International Journal of Systems Science Volume 37, 2006 - Issue 3
Submit an article Journal homepage
139
Views
5
CrossRef citations to date
0
Altmetric
Original Articles

Application of Markov chains to identification of gas turbine engine dynamic models

T. V. Breikin Control Systems Centre, Department of Electrical Engineering and Electronics, University of Manchester Institute of Science and Technology, PO Box 88, Manchester M60 1QD, UKCorrespondence[email protected]
,
V. Y. Arkov Department of Automated Control Systems, Ufa State Aviation Technical University, K.Marx Street 12, Ufa 450000, Russia
&
G. G. Kulikov Department of Automated Control Systems, Ufa State Aviation Technical University, K.Marx Street 12, Ufa 450000, Russia
Pages 197-205 | Received 17 Jun 2004, Accepted 16 Jun 2005, Published online: 20 Nov 2006

References

  • Arkov , V , Evans , DC , Fleming , PJ , Hill , DC , Norton , JP , Pratt , I , Rees , D and Rodriguez-Vazquez , K . 2000 . System identification strategies applied to aircraft gas turbine engines . A. Rev. Control , 24 : 67 – 81 .
  • Bengio , Y and Frasconi , P . 1995 . “ An input output HMM architecture ” . In Advances in Neural Information Processing Systems 7 , 427 – 434 . San Mateo, California : Morgan Kaufmann .
  • Boaghe , OM , Billings , SA , Li , LM , Fleming , PJ and Liu , J . 2002 . Application of system identification techniques to aircraft gas turbine engines . Control Engng Practice , 10 : 1347 – 1356 .
  • Breikin , TV , Kulikov , GG , Fleming , PJ and Arkov , VY . 2000 . On evolutionary optimization of Markov models of aero engines . Proceedings of the IEEE International Symposium on Intelligent Control (ISIC 2000) . 2000 . pp. 235 – 239 .
  • Bunks , C , McCarthy , D and Al-Ani , T . 2000 . Condition-based maintenance of machines using hidden Markov models . Mech. Syst. Signal Processing , 14 : 597 – 612 .
  • Evans , DC , Fleming , PJ , Hill , DC , Norton , JP , Pratt , I , Rees , D and Rodriguez-Vazquez , K . 2001 . Application of system identification techniques to aircraft gas turbine engines . Control Engng Practice , 9 : 135 – 148 .
  • Hatzipantelis , E , Murray , A and Penman , J . 1995 . Comparing hidden Markov models with artificial neural network architectures for condition monitoring applications . Proceedings of the 4th IEE International Conference on Artificial Neural Networks . 1995 , Cambridge, UK. pp. 369 – 374 .
  • Isermann , R . 1981 . Digital Control Systems , Berlin : Springer .
  • Kulikov , GG , Arkov , VY and Breikin , TV . 1995 . On checking information-measuring channels in digital two-channelled automatic control systems of aircraft engines . Russ. Aeronaut. , 38 : 70 – 73 .
  • Kulikov , GG , Arkov , VY and Breikin , TV . 2000 . Markov simulation of dynamic objects for scaled-down tests . J. Computer Syst. Sci. Int. , 39 : 283 – 287 .
  • Lyantsev , OD , Breikin , TV , Kulikov , GG and Arkov , VY . 2003 . Online performance optimization of aero engine control system . Automatica , 39 : 2115 – 2121 .
  • Smyth , P . 1994 . Hidden Markov models for fault detection in dynamic systems . Pattern Recognition , 27 : 149 – 164 .
  • Söderström , T and Stoica , P . 1989 . System Identification , Engelwood Cliffs, New Jersey : Prentice-Hall .

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Order Reprints Request Corporate Permissions

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

Request Academic Permissions

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.

Related research

People also read lists articles that other readers of this article have read.

Recommended articles lists articles that we recommend and is powered by our AI driven recommendation engine.

Cited by lists all citing articles based on Crossref citations.
Articles with the Crossref icon will open in a new tab.