Development of Empirical Relationships Between Input and Output Parameters of Sponge Iron Process Using Neural Network
Abstract
Full Text:
PDFReferences
. www.spongeironindia.in/prodfig06-07.html.
. Comprehensive Industry Document Series COINDS, Comprehensive Industry Document on iron ore mining. Aug/2007-08.
. Rani Devi S. and Mazumder B., Recovery of carbon from sponge iron plants - studies on the dust samples, Environment Science and Engineering, 5, p. 11-16, 2007.
. Misra H.P. and Ipicol B., Indian sponge iron production - problems and solutions, SGAT Bulletin, 7, p. 37-46, 2006.
. Steinmetz E. and Thielmann R., Present state and development potential of processes for the direct reduction and smelting reduction of iron ores, Metallurgical Plant and Technology, 3, p. 24, 1986.
. Agrawal B.B., Prasad K.K., Sarkar S.B. and Ray H.S., Cold bonded ore-coal composite pellets for sponge ironmaking. Part 1 Laboratory scale development, Ironmaking and Steelmaking, 27, p. 421-425, 2000.
. Agrawal B.B., Prasad K.K., Sarkar S.B. and Ray H.S., Cold bonded ore-coal composite pellets for sponge ironmaking. Part 2. Plant trials in rotary kiln, Ironmaking and Steelmaking, 28, p. 23-26, 2001.
. K. Eriksson, M. Larsson, Energy survey of the Sponge Iron Process, Sweden, 2005.
. D.K. Biswas, S.R. Asthana, V.G. Rau, Some studies on energy savings in sponge iron plants, Trans. ASME 125 (2003) 228-237.
. A. Chatterjee, D.K. Biswas, Axial rotary and radial injection of air in preheating zone of a kiln, Trans. of the Indian Inst. of Metals 42 (1989) 281-289.
. A. Bandyopadhyay, A.K. Ray, M.P. Srivastava, S.V.B. Subba Rao, K.K. Prasad, P.K. Bandyopadhyay, R. Haque, B.R. Choudhary, Selection of coals for rotary kiln sponge iron plant, Trans. Indian Inst. Metals 40 (1987) 209-218.
. V.P. Agarwal, K.C. Sood, Direct reduction through coal route and power generation from the kiln waste gases, Trans. Indian Inst. Metals 3 (1996) 51-56.
. L.A. Dobrazanski, R.Honysz, Application of ANN in modeling of normalized structural steels mechanical properties, J. Achieve. Mater. Manufac. Eng. 32 (2009) 1.
. J.C. Chen, N.B. Chang, W.K. Shieh, Assessing wastewater reclamation potential by neural network model, Eng. Appl. Art. Intel. 16 (2003) 149-157.
. A. Van Ooyen, B. Nienhuis, Improving the convergence of the back-propagation algorithm, Neural Net. 5 (1992) 465-471.
. L. Anastasakis, N. Mort, The development of self-organization techniques in modeling: a review of the group method of data handling (GMDH), Research Report no. 813, Department of Automatic Control and systems engineering, University of Sheffield, October 2001.
. D.C. Kozen, Gödel’s Incompleteness Theorem, Automata and Computability, Springer New York (1997) 282-286.
. A.G. Ivakhnenko, The group method of data handling – a rival of the method of stochastic approximation, Soviet Automatic Control c/c of Avtomatika 1, 3 (1968) 43-55.
DOI: https://doi.org/10.37628/jrec.v1i2.72
Refbacks
- There are currently no refbacks.