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Mining Technology
Transactions of the Institutions of Mining and Metallurgy: Section A
Volume 109, 2000 - Issue 1
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Articles

Artificial intelligence approach to calculation of hydraulic excavator cycle time and output

Pages 23-29 | Published online: 29 Nov 2013

  • Anon. Caterpillar performance handbook (Illinois, U.S.A: Caterpillar, Inc., 1997).
  • Anon. What plant directory: a supplement to Construction News (London: EMAP Business Communications, 1997).
  • Edwards D. J. A methodology for predicting the total average hourly maintenance cost of tracked hydraulic excavators operating in the U.K. opencast mining industry. Ph.D. thesis, University of Wolverhampton, 1999.
  • Lambropoulos S., Manolopoulos N. and Pantouvakis J. P. SEMANTIC: smart earth-moving analysis and estimation and cost. Construction Management and Economics, 14, no. 2, 1996, 79–92.
  • Smith S. D., Osborne J. R. and Forde M. C. Analysis of earthmoving using discrete-event simulation. J. Construction Engineering and Management, 121, no. 4, 1995, 388–96.
  • Jayawardane A. K. W. and Harris F. C. Further development of integer programming in earthwork optimization. J. Construction Engineering and Management, 116, no. 1, 1990, 18–34.
  • Amirkhanian S. N. and Baker N. J. Expert system for equipment selection for earth-moving operations. J. Construction Engineering and Management, 118, no. 2, 1992, 318–31.
  • Harris F. and McCaffer R. Management of construction equipment, 2nd edn (London: Macmillan, 1991).
  • Edwards D. J. and Holt G. D. ESTIVATE: a model for calculating hydraulic excavator productivity and output costs. J. Engineering Construction and Architectural Management, 7, no. 1 2000, 52–62.
  • Bryman A. and Cramer D. Quantitative data analysis with SPSS for Windows: a guide for social scientists (London: Routledge, 1997).
  • Edwards D. J., Holt G. D. and Harris F. C. Financial management of construction plant: conceptualising cost prediction. J. Financial Management of Property and Construction, 3, no. 2, 1998, 59–73.
  • Picton P. Introduction to neural networks (London: Macmillan, 1994), 35–42.
  • Fletcher R. and Reeves C. M. Function minimization by conjugate gradients. Comp. J. , 7, 1964, 149–54.
  • Powell M. J. Restart procedures for the conjugate gradient method. Math. Programming, 12, 1977. 241–54.
  • Beale E. M. A derivation of conjugate gradients in numerical methods for non-linear optimization Lootsma F. A. ed. (London: Academic Press, 1972).
  • Moller M. F. A scaled conjugate gradient algorithm for fast supervised learning. Neur. Net. , 3, 1993, 21–6.
  • Hagan M. T. and Menhaj M. Training feedforward networks with the Marquadt algorithm. IEEE Trans. on Neur. Net. , 5, no. 6, 1994, 989–93.
  • Nourusis J. M. SPSS 6.1 guide to data analysis ( New Jersey: Prentice Hall, 1994).
  • Kvanli A. H., Guynes C. S. and Pavur R. J. Introduction to business statistics: a computer integrated approach, 4th edn (New York: West Publishing, 1995).

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