Noises Cancelling Adaptive Methods in Control Telemetry Systems of Oil Electrical Submersible Pumps
DOI:
https://doi.org/10.32626/2308-5916.2015-12.117-124Ключові слова:
signal, noise, adaptive methods, oil industry, submersible pump, communication-telemetry channelsАнотація
The main ideas of this paper are that only some from more than 10 MATLAB Adaptive Methods library may be useful and can be recommended to filter out High-Noises in similar Control Telemetry Channels of Electric Power Components like ESP Systems: only four of applied have shown successfully good results in the early prediction of the ESP motor real insulation disruption (like Sign-error, Sign-data and Sign-sign filters). The best among the ten analyzed adaptive filter algorithms was recognized to be, The Normalized LMS FIR filter algorithm — adaptfilt.nlms
Посилання
Mohn F. Electric Submersible Pumps / F. Mohn. — Bergen, Norway : AS Oil & Gas, Division, Frank Mohn AS, 1994.
William C. Lyons, Gary J. Plisga, Standard handbook of petroleum and natural gas engineering, Gulf Professional Publishing, 2005.
Smart tools for oil industry. The leading manufacturer of the oil surface equipment industry in Russia. — Mode access: www.electon.ru.
Shynk J. J. Frequency-Domain and Multirate Adaptive Filtering / J. J. Shynk // IEEE Signal Processing Magazine. — 1992. — Vol. 9. —№ 1. — P. 14–37.
Hayes M. Statistical Digital Signal Processing and Modeling / M. Hayes. — New York : Wiley, 1996.
Poularikas A. D. Adaptive Filtering Primer with Matlab / A. D. Poularikas, M. Zayed, I. K. Ramadan // International Pvt. Ltd. — 2006.
Ali-Zade P. G., Kulizade P. K. Method of electro submersible pump motor insulation checking. Patent USSR, AC SU 271644. — 1968/1970.
IEEE Recommended Practice for Specifying Electric Submersible Pump Cable-Ethylene-Propylene Rubber Insulation, IEEE Std 1018™, IEEE Industry Applications Society, New York, NY 10016-5997, USA, 13 April 2005.
Dillard S. M. Transient Voltage Protection for Induction Motors Including Electrical Submersible Pumps / S. M. Dillard, T. D. Greiner // IEEE Transac-tions on Industry Applications. —1987. — Vol. IA-23. — Issue. 2. — P. 365–370.
Boldea I. Electric Drives. Boca Raton / І Boldea, S. A. Nasar. — Florida : CRC Press, 1999.
Bose B. K. Modern Power Electronics and AC Drives. Upper Saddle River / B. K. Bose. — NJ. : Prentice-Hall, 2002.
International Telegraph and Telephone Consultative Committee (CCITT). — Mode access: www.itu.int/net/about/history.aspx.
Bell Telephone Company and Edison Electrical Institute. — Mode access: www.edisonfoundation.net/iee/reports/index.htm.
Inter branch rules on a labor safety (rules) at operations of electro-installations. ПОТ РМ-016-2001, PEEP and PUE (in Russian). — Mode access: http://www.enerkomp.ru/documents/need.html.
Moschner J. L. Adaptive Filter with Clipped Input Data : Ph.D. thesis / J. L. Moschner. — Stanford, CA, 1970.
Gersho A. Adaptive Filtering With Binary Reinforcement / A. Gersho // IEEE Trans. Information Theory. — 1984. — Vol. IT-30. — P. 191–199.
Cowan C. F. N. Adaptive Filters, Prentice Hall Signal Processing Series / C. F. N. Cowan, P. F. Adams, P. M. Grant // Englewood Cliffs. — 1985.
Wan E. Adjoint LMS: An Alternative to Filtered-X LMS and Multiple Error LMS / E. Wan // Proceedings of the International Conf. on Acoustics, Speech, and Signal Processing (ICASSP). — 1997. — P. 1841–1845.
Mallat S. Tour of Signal Processing / S. Mallat, A Wavelet. — Cambridge : Academic Press, 1999.
Yilmaz M. A wavelet study of sensorless control of brushless DC motor through rapid prototyping approach / M. Yilmaz, R. N. Tuncay, O. Ustun // IEEE International Conference on Mechatronics, ICM 2004.
Yilmaz M. Sensorless Control of Brushless DC Motor Based on Wavelet Theory, Electric Power Components & Systems / M. Yilmaz, R. N. Tuncay, O. Ustun, T. P. Krein //, Taylor & Francis. — 2009. — Vol. 37. — № 10.
Consider the silent treatment, Noise control in Alberta // Pipeline & Gas Journal. — 2012. — Vol. 239. — № 4.
Ali-Zade P. Extended Kalman filter application for high-noise cancelation in control telemetry channels of oil electric submersible pump / P. Ali-Zade, C. Hajiyev, U. Hajiyeva, M. Yilmaz // Journal of Petroleum Science and Engi-neering. — 2013. — Mode access: http://authors.elsevier.com/¬offprints/-PETROL2503/0a000ac002d9a8d3a5282e6565f6d7b1
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