Stream Flow Behaviour Studies using Neural Networks
Journal Title: International Journal of Engineering and Science Invention - Year 2017, Vol 6, Issue 10
Abstract
Flow characteristics of streams are complicated and are influenced by different hydraulic parameters. Although numerical analysis has its own importance, soft computing techniques are becoming popular with availability of high speed computers. Soft computing proves to predict in a better way with sufficient and reliable data sets. Discharge requirement of stream flow is always needed for planning, design and execution of any water resources system. Discharge data of a river at two gauging stations namely Panposh and Gomlai were used for analysis. Four neural networks were used for analysis of data on a common platform and it is assessed that Cascade followed by RBF gave better predictions. Model equations were framed for the stream flow using the network interpretation diagram.
Authors and Affiliations
Alok Adhikari, Nibedita Adhikari, Kanhu Charan Patra
Keywords
Related Articles
- EP ID EP403434
- DOI -
- Views 80
- Downloads 0
Heart Disease Detection: A Neural Networks Application
The heart is the most vital organ in the human body. Any heart related disease can be very harmful and can often lead to death if not treated properly in the early stages. Therefore if heart diseases can be diagnosed as...
The Development of A System for Measuring the Level of LP Gas in the Home
This research aimed at developing a system which can measure the level of a Liquefied Petroleum (LP) gas in a home. The system studies how the gas is used over a period of a week so that the remaining gas can be displaye...
GROUND WATER QUALITY IN THE VICINITY OF INDUSTRIAL LOCATIONS IN GUNTUR, A.P., INDIA
Physico-chemical investigations, which are significant for the assessment of ground water quality, have been carried out to identify the sources of contamination in the groundwater in Guntur city in Andhra Pradesh, India...
LED Matrix Based Amharic and English Digital Learning Display System for Children with Remote Control
— Light Emitting Diodes (LEDs) offer the advantages of long life, low cost, efficiency, brightness and a full range of colours. Due to these properties, they are today widely used for all kinds of displays in electronic...
Efficient Plantlet Regeneration from Leaf Base Explants of Aloe Vera (L.) Burm.F. Var. Cim-Sheetal an Important Medicinal Plant
The Present Study Was Undertaken To Investigate The Possibility For Developing A One-Step Regeneration Protocol In Aloe Vera (L.) Var. Cim-Sheetal. For This, The Effect Of Leaf Base Explants Was Cultured On Ms Medium Con...