Skip to main content
SpringerLink
Log in

Hybrid neural network for the adjustment of fuzzy systems when simulating tests of internal combustion engines

  • Published:
Russian Engineering Research Aims and scope

Abstract

The use of a hybrid neural network for automatic formulation of fuzzy control rules is considered, in the testing of internal combustion engines. The topology of this network is determined. On the basis of the resulting fuzzy rules, the quality of combustion-engine control is assessed.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Log in via an institution

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Institutional subscriptions

Similar content being viewed by others

References

  1. Raikov, I.Ya., Ispytaniya dvigatelei vnutrennego sgoraniya (Tests of Internal Combustion Engines), Moscow: Vyshshaya Skola, 1975.

    Google Scholar 

  2. Zubkov, E.V., Makushin, A.A., and Ilyukhin, A.N., Rules, Functions, and Systems for the Formation of Models of the Test Conditions for Truck and Tractor Combustion Engines, Traktory Sel’khozmash., 2009, no. 5, pp. 17–20.

  3. Yarushkina, N.G., Osnovy nechetkikh i gibridnykh sistem: Ucheb. posobie (Fundamentals of Fuzzy and Hybrid Systems: A Textbook), Moscow: Finansy i Statistika, 2004.

    Google Scholar 

  4. Makushin, A.A., Zubkov, E.V., and Ilyukhin, A.N., Fuzzy Logic in the Modeling of Tests for Internal Combustion Engines, Sborka Mashinostr., Pribostr., 2009, no. 12, pp. 39–44.

  5. GOST (State Standard) 18509-88: Tractor and Combine Diesel Engines: Bench-Test Methods, 1988.

  6. GOST (State Standard) 14846-81: Truck Engines: Bench-Test Methods, 2003.

Download references

Author information

Authors and Affiliations

  1. Kama State Academy of Engineering and Economics, Naberezhnye Chelny, Russia

    E. V. Zubkov & L. A. Galiullin

Authors
  1. E. V. Zubkov
    View author publications

    You can also search for this author in PubMed Google Scholar

  2. L. A. Galiullin
    View author publications

    You can also search for this author in PubMed Google Scholar

Corresponding author

Correspondence to L. A. Galiullin.

Additional information

Original Russian Text © E.V. Zubkov, L.A. Galiullin, 2011, published in Vestnik Mashinostroeniya, 2011, No. 5, pp. 21–25.

About this article

Cite this article

Zubkov, E.V., Galiullin, L.A. Hybrid neural network for the adjustment of fuzzy systems when simulating tests of internal combustion engines. Russ. Engin. Res. 31, 439–443 (2011). https://doi.org/10.3103/S1068798X11050273

Download citation

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.3103/S1068798X11050273

Keywords

Search

Navigation