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Compensation of Capacitive Differential Pressure Sensor using Multi Layer Perceptron Neural Network

Open Access
|Sep 2015

References

  1. Q. Hayat, F. Li-Yun, X.-Zh. Ma and T. Bingqi, “Comparative Study of Pressure Wave Mathematical Models for HP Fuel Pipeline of CEUP at Various Operating Conditions”, International Journal of Smart Sensing and Intelligent Systems. Vol. 6, No. 3, pp. 1077-1101, June 2013.
  2. Y. Tao, Zh. Chong, W. Huanming, W. Qisong, Y. Haigang, “A 97 dB dynamic range CSA-based readout circuit with analog temperature compensation for MEMS capacitive sensors”, Journal of Semiconductors, Vol. 34, No. 11, pp. (115005)1-8, November 2013.10.1088/1674-4926/34/11/115005
  3. X. Li, G. Meijer, “An accurate interface for capacitive sensor”, IEEE Transaction on Instrumentation and Measurement, Vol. 51, No. 5, pp. 935-939, October 2002.10.1109/TIM.2002.807793
  4. J.C. Patra, A.C. Kot, G. Panda, “An Intelligent Pressure Sensor using Neural Networks”, IEEE Transaction on Instrumentation and Measurement, Vol. 49, No. 4, pp. 829-834, 2000.10.1109/19.863933
  5. C. Pramanic, T. Islam, H. Saha, “Temperature Compensation of Piezoresistive Micromachined Porous Silicon Pressure Sensor by ANN”, Microelectronics and Reliability, Vol. 46, No. 2-4, pp. 343-352, February-April 2006.10.1016/j.microrel.2005.04.008
  6. Z. Dibi, M.L. Hafiane, “Artificial neural network based hysteresis estimation of capacitive pressure sensor”, Physical Status Solid (b), Vol. 244, No. 1, pp. 468-473, 2007.10.1002/pssb.200672579
  7. M. Hashemi, J. Ghaisari, Y. Zakeri, “Modeling and Compensation for Capacitive Pressure Sensor by RBF Neural Networks”, 8th IEEE International Conference on Control and Automation, Xiamen, China, June 9-11, pp. 1109-1114, 2010.
  8. N. Futane, S.R. Chowdhury, C.R. Chowdhury, H. Saha, “ANN based CMOS ASIC Design for Improved Temperature-drift Compensation of Piezoresistive Micro-machinedHigh Resolution Pressure Sensor”, Microelectronics and Reliability, Vol. 50, No. 2, pp. 282291, 2010.
  9. N.P. Futane, S. RoyChowdhury, C. RoyChaudhuri, H. Saha, “Analog ASIC for Improved Temperature Drift Compensation of a High Sensitive Porous Silicon Pressure Sensor”, Analog Integrated Circuits and Signal Processing, Vol. 68, No. 3, pp. 383-393, 2011.10.1007/s10470-010-9580-7
  10. M. Hashemi, J. Ghaisari, A. Salighehdar, “Identification and Compensation of a Capacitive Differential Pressure Sensor Based on Support Vector Regression Using Particle Swarm Optimization”, Intelligent Automation& Soft Computing, Vol. 18, No. 3, pp. 263277, 2012.
  11. G. Zhou, Y. Zhao, F. Guo, W. Xu, “A Smart High Accuracy Silicon Piezoresistive Pressure Sensor Temperature Compensation System”, Sensors, Vol. 14, No. 7, pp. 1217412190, 2014.
  12. 12J. Qi , J. Cai, “Error Modelling and Compensation of 3D Scanning Robot System based on PSO-RBFNN”, International Journal of Smart Sensing and Intelligent Systems, Vol. 7, No. 2, pp. 837-855, June 2014.10.21307/ijssis-2017-684
  13. P. Moallem, A. Monadjemi, “An Efficient MLP Learning Algorithm using Parallel Tangent Gradient and Improved Adaptive Learning Rates”, Connection Science, Vol. 22, No. 4, pp. 373-392, December 2010.10.1080/09540091.2010.523455
  14. S.C.Mukhopadhyay, “Quality inspection of electroplated materials using planar type micro-magnetic sensors with post processing from neural network model”, IEE Proceedings – Science, Measurement and Technology, Vol. 149, No. 4, pp. 165-171, July 2002.10.1049/ip-smt:20020340
  15. S.C.Mukhopadhyay, S.Yamada and M.Iwahara, “Evaluation of near-surface material properties using planar type mesh coils with post-processing from neural network model”, International journal Studies in Applied Electromagnetics and Mechanics, IOS Press Vol. 23, pp. 181-189, 2002.
  16. APT3100 Smart Pressure Transmitter Operation Manual, http:// www.autroltransmitters.com
  17. S. Samarasinghe, Neural Networks for Applied Sciences and Engineering: From Fundamentals to Complex Pattern Recognition, Auerbach Publications, New York, 2006.
Language: English
Page range: 1443 - 1463
Submitted on: Apr 30, 2015
Accepted on: Jul 29, 2015
Published on: Sep 1, 2015
Published by: Professor Subhas Chandra Mukhopadhyay
In partnership with: Paradigm Publishing Services
Publication frequency: 1 issue per year

© 2015 Payman Moallem, Mohammad Ali Abdollahi, S. Mehdi Hashemi, published by Professor Subhas Chandra Mukhopadhyay
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.