The week's pick
Reseach Article
U-Tube Manometer Calibration using ANFIS
| 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
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
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