Identification of Industrial Health Using ANN

The customary practice of identifying industrial sickness is a set traditional techniques which rely upon a range of manual monitoring and compilation of financial records. It makes the process tedious, time consuming and often are susceptible to manipulation. Therefore, certain readily available tools are required which can deal with such uncertain situations arising out of industrial sickness. It is more significant for a country like India where the fruits of development are rarely equally distributed. In this paper, we propose an approach based on Artificial Neural Network (ANN) to deal with industrial sickness with specific focus on a few such units taken from a less developed north-east (NE) Indian state like Assam. The proposed system provides decision regarding industrial sickness using eight different parameters which are directly related to the stages of sickness of such units. The mechanism primarily uses certain signals and symptoms of industrial health to decide upon the state of a unit. Specifically, we formulate an ANN based block with data obtained from a few selected units of Assam so that required decisions related to industrial health could be taken. The system thus formulated could become an important part of planning and development. It can also contribute towards computerization of decision support systems related to industrial health and help in better management.





References:
[1] Economic Survey, Assam, Directorate of Economics and Statistics, Govt
of Assam, Guwahati-28, Assam, India, p. 93, 2009-10.
[2] S. S. Nayak and R.N. Misra, "Sickness in Small-Scale Industrial Units
and Its Revival", Orissa Review, Sept. - Oct., 2006.
[3] M. A. Junejo, C. L. Rohra and G. M. Maitlo, "Sickness in Small-Scale
Industries of Sindh: Causes and Remedies. A Case Study of Larkana
Estate Area", Australian Journal of Basic and Applied Sciences, Vol. 1,
No. 4, pp. 860 - 865, 2007.
[4] R.S. Parmar, Industrial Sickness in Small Scale Sector, Dattsons
Publishers, 1995.
[5] R.K. Panda, Industrial Sickness, a Study of Small-scale Industries, APH
Publishing, Nov., 1992.
[6] J. J. Kadam and V.N. Laturkar, "A study of Financial Management in
Small Scale Industries in India", International Journal of Exclusive
Management Research, Vol 1, No. 3, Aug., 2011.
[7] N. Singh, "Industrial Sickness: Causes and Remedies", Annals of
Management Research, Vol. 1, No. 2, Nov. - Dec., 2011.
[8] B.H. Dhalokia, "Industrial Sickness in India: Need for Comprehensive
Identification Criteria", Vikalpa, Vol. 14, No. 2, April-June 1989. [9]
K.N. Jagtap, "Impact of Globalization on Small Scale Sector", Indian
Streams Research Journal, Vol - I , No.IX, Dec., 2011.
[9] R. N. Mishra and S. S. Nayak, Industrial Sickness in Small Scale Sector,
Discovery Publishing House Pvt Ltd, New Delhi, 2008.
[10] S. Haykin, Neural Networks, 2nd ed., Pearson Education, New Delhi,
India, 2006.
[11] D. Goswami, P. L. Hazarika and K. K. Sarma, "Stages and Symptoms of
Industrial Sickness- A Mathematical Model Applied to a Few Small
Scale Industrial Units in NE Indian State of Assam", in Proceedings of
13th WSEAS International Conference on Mathematics and Computers
in Business and Economics (MCBE -12), pp. 152-157, Iasi, Romania,
June, 2012.