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 58
- Downloads 0
Supporting Information Management in Selecting Scientific Research Projects
The information management in KAU (King Abdulaziz University) face a critical problem when selecting the suitable research projects. Most of faculty members in all faculties and research institutes submit scientific rese...
Modeling and Simulation of Physiological Systems Using Labview
Modeling is needed in the area of medicine to understand the operation of functional systems of the human body. This paper describes modeling and simulation of respiratory system, lung mechanics and breathing of normal a...
Design of 4 Bit Alu Using Modified Gdi Technology for Power Reduction
In day to day development of transportable digital applications, the requirement for reducing delay, decreasing in size, and low power dissipation various analysis efforts . We would like to enhance the performance of lo...
Switching Angle Calculation By EP, HEP, HH And FF Methods For Modified 11-Level Cascade H-Bridge Multilevel Inverter
In this paper the switching angles, from that the time required, to generate triggering pulses for IGBT switches of a single-phase Modified 11-Level Cascade H-Bridge Multilevel inverter is described by using Equal Phase...
Details of Constructed Laguerre Wavelet Transform with the Mathematical Framework
In this paper, the details of the construct Laguerre wavelet transform were identified with the important mathematical aspects. Several theorems were constructed that demonstrate the validity of the built in wavelet to d...