Research Article

U-Tube Manometer Calibration using ANFIS

by  Hima Bindu.S, Anitha Mary.J, Jegan.R
journal cover
International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 49 - Issue 20
Published: July 2012
Authors: Hima Bindu.S, Anitha Mary.J, Jegan.R
10.5120/7886-1185
PDF

Hima Bindu.S, Anitha Mary.J, Jegan.R . U-Tube Manometer Calibration using ANFIS. International Journal of Computer Applications. 49, 20 (July 2012), 13-17. DOI=10.5120/7886-1185

                        @article{ 10.5120/7886-1185,
                        author  = { Hima Bindu.S,Anitha Mary.J,Jegan.R },
                        title   = { U-Tube Manometer Calibration using ANFIS },
                        journal = { International Journal of Computer Applications },
                        year    = { 2012 },
                        volume  = { 49 },
                        number  = { 20 },
                        pages   = { 13-17 },
                        doi     = { 10.5120/7886-1185 },
                        publisher = { Foundation of Computer Science (FCS), NY, USA }
                        }
                        %0 Journal Article
                        %D 2012
                        %A Hima Bindu.S
                        %A Anitha Mary.J
                        %A Jegan.R
                        %T U-Tube Manometer Calibration using ANFIS%T 
                        %J International Journal of Computer Applications
                        %V 49
                        %N 20
                        %P 13-17
                        %R 10.5120/7886-1185
                        %I Foundation of Computer Science (FCS), NY, USA
Abstract

This paper deals with the implementation of the Adaptive neuro fuzzy inference system (ANFIS) on a Xilinx based Field Programmable Gate Array Spartan-3E. The implemented hardware is then used to efficiently calibrate the U-Tube manometer, in which the relation between the level of mercury and the Capacitance developed across the Copper Plates of the manometer is highly non-linear. This system shows that the ANFIS can be implemented in hardware and can be used to calibrate the non-linear systems effectively.

References
  • Dhanalakshmi R, Palaniswami S " ANFIS based Neuro-Fuzzy Controller in LFC of Wind-Micro Hydro-Diesel Hybrid Power System",International Journal of computer applications, Vol. 42 , 2012.
  • Dr G S V P Raju, V Mary Sumalatha, K V Ramani, K V Lakshmi "Solving Uncertain Problems using ANFIS" , International Journal of computer applications, Vol. 1, No. 4, October 2010.
  • M. A. Denal, F. Palis and A. Zeghbib '' ANFIS Based Modeling and Control of Non-linear systems: A tutorial'' IEEE International Conference on Systems, Man. and Cybemetics, pp. 3433-3438, 2004
  • Klir,G. J. and Yuan,B. (2000). Fuzzy Sets and Fuzzy Logic: Theory and Applications. Prentice-Hall, India.
  • J. S. R. Jang '' Adaptive Network- Based Fuzzy Inference. System'' IEEE Trans. On Systems Man. and Cybemetics, Vol. 23, No. 3, pp 665-685, 1993.
  • M. T. Tommiska "Efficient implementation of sigmoid function for re programmable logic", IEEE Proceedings –computers and digital techniques, Volume 150, No 6, pages 403-411,Nov-2003.
  • Shao Jie, Ye Ning, Zhang Xiao-Yan "The Implementation of High-speed Floating-point DBF Based on FPGA",International Journal of Digital Content Technology and its Applications. Volume 5, Number 7, July 2011.
  • Subhash Kumar" Implementation of IEEE-754 Addition and Subtraction for Floating Point Arithmetic Logic Unit" International Transactions in Mathematical Sciences and Computer, Volume 3, Issue No. 1, 2010, pp. 131-140.
  • ken Chapman"Frequency Counter for Spartan-3E Starter Kit" Published in technical papers by xilinx on 7 th March 2006
  • MOHIT TYAGI "A Novel Hardware Efficient Reconfigurable 32-Bit Arithmetic Unit for Binary, BCD and Floating Point Operands", International Journal of Engineering Science and Technology (IJEST) , Vol. 3 No. 5 May 2011
  • Rabaey"Floating Point Arithmetic"in Digital Integrated Circuits,PHI publications
  • Ramakanth A. Gaykwad "AstableMultiVibrator using 555 timer" in "Op-amps and Linear Integrated Circuits" book. PHI publications Rev 2006
  • SawhneyAK "U-Tube manometer operation and characteristics" in "Electrical and Electronics measurement and Instrumentation", DhanpatRai&Co,2005
Index Terms
Computer Science
Information Sciences
No index terms available.
Keywords

ANFIS Field Programmable Gate Array (FPGA) Non-linear Systems Calibration sigmoid function Artificial Intelligence ANFIS implementation on FPGA Pipelined floating point arithmetic unit design

Powered by PhDFocusTM