Skip to main content

Adaptive rule-based optimisation of combustion in multiple burner installations

  • Applications
  • Conference paper
  • First Online:
Expert Systems in Engineering Principles and Applications (ESE 1990)

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 462))

Included in the following conference series:

  • 148 Accesses

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

Access this chapter

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  • Bainbridge,L. (1974) "Analysis of verbal protocols from a process control task." in ‘The Human Operator in Process Control', Edwards and Lees (Eds).

    Google Scholar 

  • Caruana,R.A. and Schaffer,J.D. (1988) "Representation and Hidden Bias: Gray vs. Binary Coding for Genetic Algorithms", 5th. International Conference on Machine Learning, Michigan.

    Google Scholar 

  • Clocksin, W.F. and Mellish, C.S. (1984) "Programming in Prolog", Springer Verlag, New York.

    Google Scholar 

  • Coe,D. (1987) "Improving small boiler combustion control." Control and Instrumentation, March, pp.33–35.

    Google Scholar 

  • Cremer, C. and Hertz,J. (1988) "A fast control algorithm for near optimal control of industrial combustion", Proceedings of IEE Conference: Control-88, Oxford.

    Google Scholar 

  • Darius,I.H. (1987) "Rule based control, a new tool." Proc. 2nd International Conference on Machine Control Systems, pp.121–128.

    Google Scholar 

  • DeJong, K. (1980) "Adaptive System Design: A Genetic Approach" in ‘IEEE Trans. on Systems, Man and Cybernetics', vol 10, no. 9. Sept., pp 566–574.

    Google Scholar 

  • Edmundson,J.T., Jenkins,D.P. and Mortimer,J. (1987) "Multiple Burner Stoichiometry Control and Efficiency Optimisation by Means of a Teleological, Heuristic, On-Line Expert System." Innovation in Process Energy Utilisation, IChemE, pp 47–60.

    Google Scholar 

  • Efstathiou,J. (1987) "Knowledge based systems for industrial control." Computer Aided Engineering Journal, February, pp.7–20.

    Google Scholar 

  • Fabinski, W. and Eckmann, F. (1987) "Combustion Optimisation of an Industrial Boiler for Oil-based and Gaseous Fuels by Means of Cyclical Single Burner Co-adjustment." VGB Kraftwerkstechnik, Volume 67, No. 2, February, 143–149.

    Google Scholar 

  • Feigenbaum,E.A. and McCorduck,P. (1983) "Fifth Generation: Artificial Intelligence and Japan's Computer Challenge to the World".

    Google Scholar 

  • Fitzpatrick, J.M. and Grefenstette, J.J (1988) "Genetic Algorithms in Noisy Environments", in ‘Machine Learning', vol 3, pp 95–99.

    Google Scholar 

  • Fogarty, T.C. (1988a) "Rule-Based Optimisation of Combustion in Multiple Burner Furnaces and Boiler Plants", in ‘Engineering Applications of Artificial Intelligence', vol 1, no. 3, September pp 203–209.

    Google Scholar 

  • Fogarty,T.C. (1988b) "Adapting to Noise", in the proceedings of the IFAC Workshop on Artificial Intelligence in Real-Time Control, Swansea, September, pp 161–6.

    Google Scholar 

  • Fogarty,T.C. (1989a) "The Machine Learning of Rules for Combustion Control in Multiple Burner Installations", in the Proceedings of the 5th IEEE Conference on Artificial Intelligence Applications, Miami, March, pp 215–221.

    Google Scholar 

  • Fogarty,T.C. (1989b) "Varying the Probability of Mutation in the Genetic Algorithm", ICGA-89: the Third International Conference on Genetic Algorithms and their Applications, Fairfax, Virginia, June, 1989, pp 104–109.

    Google Scholar 

  • Fogarty,T.C. (1989c) "An Incremental Genetic Algorithm for Real-time Learning", Sixth Int. Workshop on Machine Learning, Cornell, New York, June, 1989, pp 416–419.

    Google Scholar 

  • Fogarty,T.C. (1989d) "Learning New Rules and Adapting Old Ones with the Genetic Algorithm", in the proceedings of AIENG-89: Applications of Artificial Intelligence in Engineering, Cambridge, July, published as "Artificial Intelligence in Manufacturing" edited by G.Rzevski, Springer-Verlag, pp 275–290.

    Google Scholar 

  • Fogarty,T.C. (1989e) "Adapting a Rule-base to Optimise Combustion in a Double Burner Boiler", in the proceedings of the IEE Second International Conference on Software Engineering for Real Time Systems, Cirencester, U.K., September, 1989, pp 106–110.

    Google Scholar 

  • Fogarty, T.C. (1990) "A Prolog Simulation for Combustion Control", in "Simulation", February 1990, Vol.54, No.2, pp 101–109.

    Google Scholar 

  • Gaines,B.R. (1987) "How Do Experts Aquire Expertise?", in ‘Proc. of AAAI Workshop on Knowledge Aquisition for Knowledge-Based Systems, (Banff)'.

    Google Scholar 

  • Goldberg,D.E. (1989) "Genetic Algorithms in Search, Optimisation and Machine Learning." Addison Wesley.

    Google Scholar 

  • Grefenstette, J.J. (1986) "Optimisation of Control Parameters for Genetic Algorithms", in ‘IEEE Trans. on Systems, Man and Cybernetics", vol 16, no. 1. Jan./Feb., pp 122–128.

    Google Scholar 

  • Highham, E.H. (1986) "A different approach to self tuning in process controllers — the case for introducing an expert system." Measurement and Control, vol.19, November, pp.253–257.

    Google Scholar 

  • Holland, J.H. (1962) "Outline of a Logical Theory of Adaptive Systems." Journal of the Association for Computing Machinery, volume 3, pp 297–314.

    Google Scholar 

  • Holland,J.H. (1975) "Adaptation in Natural and Artificial Systems".

    Google Scholar 

  • Holland,J.H. (1987) "Escaping Brittleness: The Possibilities of General-Purpose Learning Algorithms Applied to Parallel Rule-Based Systems." in ‘Machine Learning: An Artificial Intelligence Approach" Volume 2, eds. Michalski R.S., Carbonell, J.G. and Mitchell, T.M., pp 593–623.

    Google Scholar 

  • Jeffreys,S. (1987) "Software simplifies batch control design." Control Engineering, September, pp.107–109.

    Google Scholar 

  • Kowalski,R. (1979) "Logic for Problem Solving", North Holland.

    Google Scholar 

  • Langridge,S. (1987) "Combustion control in process heaters." Control and Instumentation, March, pp.37–39.

    Google Scholar 

  • McFadden,R.W. "Multiparameter trim: it pays in combustion control" InTech, May, pp.57–61.

    Google Scholar 

  • Minsky,M. and Papert,S. (1969) "Peceptrons." MIT Press.

    Google Scholar 

  • Pettit, E.J. and Pettit, M.J. (1987) "Analysis of the Performance of a genetic algorithm based system for message classification in noisy environments" in ‘International Journal of Man-Machine Studies', volume 27, pp 205–220.

    Google Scholar 

  • Petite,E.J. and Swigger,K.M. (1983) "An Analysis of Genetic-based Pattern and Cognitive-based Component Tracking Models of Adaption", AAAI-83, Procs.of the American Association for Artificial Intelligence, pp 327–323

    Google Scholar 

  • Presser,C. and SemerJian,H.G. (1984) "Evaluation of Industrial Combustion Control Systems." U.S. Department of Energy.

    Google Scholar 

  • Rosenblatt, F. (1958) "The Peceptron: A Probabilistic Model for Information Storage and Organisation in the Brain." Psychological Review, Volume 65, pp 386–407.

    Google Scholar 

  • Sargeant,R.A.E. (1986) "Expert systems for process control rooms." Measurement + Control, November, pp 239–244.

    Google Scholar 

  • Selfridge,O.G. (1959) "Pandemonium: A Paradigm for Learning." Proceedings of the Symposium for Mechanization of Thought Processes, Blake, D. and Uttley, A. (Eds), pp 105–127.

    Google Scholar 

  • Slevin,M.J. (1984) "Boiler oxygen trim control." Heating/Piping/Air Conditioning, November, pp.95–98.

    Google Scholar 

  • Sunderland,R.H. (1985) "Improving combustion efficiency by multivariable analysis and control." Measurement + Control, Volume 18, July/August.

    Google Scholar 

  • Syswerda,G., 1989, "Uniform Crossover in Genetic Algorithms", in "Proceedings of the Third International Conference on Genetic Algorithms", pp 2–9.

    Google Scholar 

  • Wakefield,A.C. (1986) "An Expert System for Methane Flame Stoicio-metric Control." MSc Dissertation, Bristol Polytechnic.

    Google Scholar 

  • Whitley,D. and Knuth,J., 1988, "Genitor: A Different Genetic Algorithm", in ‘Proceedings of the 1988 Rocky Mountain Conference on Artificial Intelligence".

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Georg Gottlob Wolfgang Nejdl

Rights and permissions

Reprints and permissions

Copyright information

© 1990 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Fogarty, T.C. (1990). Adaptive rule-based optimisation of combustion in multiple burner installations. In: Gottlob, G., Nejdl, W. (eds) Expert Systems in Engineering Principles and Applications. ESE 1990. Lecture Notes in Computer Science, vol 462. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-53104-1_46

Download citation

  • DOI: https://doi.org/10.1007/3-540-53104-1_46

  • Published:

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-53104-3

  • Online ISBN: 978-3-540-46711-3

  • eBook Packages: Springer Book Archive

Publish with us

Policies and ethics