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U-Tube Manometer Calibration using ANFIS

by Hima Bindu.s, Anitha Mary.j, Jegan.r
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International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 49 - Number 20
Year of Publication: 2012
Authors: Hima Bindu.s, Anitha Mary.j, Jegan.r
10.5120/7886-1185

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 },
issue_date = { July 2012 },
volume = { 49 },
number = { 20 },
month = { July },
year = { 2012 },
issn = { 0975-8887 },
pages = { 13-17 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume49/number20/7886-1185/ },
doi = { 10.5120/7886-1185 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T20:46:43.328094+05:30
%A Hima Bindu.s
%A Anitha Mary.j
%A Jegan.r
%T U-Tube Manometer Calibration using ANFIS
%J International Journal of Computer Applications
%@ 0975-8887
%V 49
%N 20
%P 13-17
%D 2012
%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
  1. 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.
  2. 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.
  3. 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
  4. Klir,G. J. and Yuan,B. (2000). Fuzzy Sets and Fuzzy Logic: Theory and Applications. Prentice-Hall, India.
  5. 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.
  6. 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.
  7. 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.
  8. 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.
  9. ken Chapman"Frequency Counter for Spartan-3E Starter Kit" Published in technical papers by xilinx on 7 th March 2006
  10. 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
  11. Rabaey"Floating Point Arithmetic"in Digital Integrated Circuits,PHI publications
  12. Ramakanth A. Gaykwad "AstableMultiVibrator using 555 timer" in "Op-amps and Linear Integrated Circuits" book. PHI publications Rev 2006
  13. SawhneyAK "U-Tube manometer operation and characteristics" in "Electrical and Electronics measurement and Instrumentation", DhanpatRai&Co,2005
Index Terms

Computer Science
Information Sciences

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

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