Active control of pressure pulsation in a switched inertance hydraulic system

The nature of digital hydraulic systems may cause severe pressure pulsation problems. For example, switched inertance hydraulic systems can be used to adjust or control flow and pressure by a means that does not rely on dissipation of power, but they have noise problems because of the pulsed nature of the flow. An effective method to reduce the noise is needed that does not impair the system performance and efficiency. This article reports on an initial investigation of an active attenuator for pressure pulsation cancellation in a switched inertance hydraulic system. Using the designed noise attenuator, the pressure pulsation can be decreased effectively by superimposing an anti-phase control signal. A high-performance piezoelectric valve was selected and used as the secondary path actuator in terms of its fast response and wide bandwidth. Adaptive notch filters with the filtered-X least mean square algorithm were applied for pressure pulsation attenuation, while a frequency-domain least mean square filter was used for secondary path identification. A ‘switched inertance hydraulic system’ in a flow booster configuration was used as the test rig. Experimental results show that excellent cancellation was achieved using the proposed method, which has several advantages over passive noise control systems, being effective for a wide range of frequencies without impairing the system’s dynamic response. The method is a very promising solution for pressure pulsation cancellation in hydraulic systems with severe noise or vibration problems.

[1]  A. Prasad Particle image velocimetry , 2000 .

[2]  Dennis S. Bernstein,et al.  Modeling, identification, and feedback control of noise in an acoustic duct , 1996, IEEE Trans. Control. Syst. Technol..

[3]  Boaz Rafaely,et al.  Combined feedback-feedforward active control of sound in a room , 1998 .

[4]  Malcolm J. Crocker,et al.  Handbook of noise and vibration control , 2007 .

[5]  D. Nigel Johnston A switched inertance device for efficient control of pressure and flow , 2009 .

[6]  D Nigel Johnston,et al.  Adaptive attenuation of narrow band fluid borne noise in a simple hydraulic system , 2008 .

[7]  Masaaki Shinada,et al.  Development of an Active Attenuator for Pressure Pulsation in Liquid Piping Systems : A Real Time-Measuring Method of Progressive Wave in a Pipe , 1991 .

[8]  Hideaki Sakai,et al.  An exact analysis of the LMS algorithm with tonal reference signals in the presence of frequency mismatch , 2004, 2004 12th European Signal Processing Conference.

[9]  Sen M. Kuo,et al.  A secondary path modeling technique for active noise control systems , 1997, IEEE Trans. Speech Audio Process..

[10]  Ganapati Panda,et al.  Active mitigation of nonlinear noise Processes using a novel filtered-s LMS algorithm , 2004, IEEE Transactions on Speech and Audio Processing.

[11]  Martin Bouchard,et al.  Improved training of neural networks for the nonlinear active control of sound and vibration , 1999, IEEE Trans. Neural Networks.

[12]  Masaaki Shinada,et al.  Development of an Active Attenuator for Pressure Pulsation in Liquid Piping Systems : Trial Construction of the System and Fundamental Experiments on Attenuation Characteristics , 1993 .

[13]  D N Johnston,et al.  Piezoelectric Actuation in a High Bandwidth Valve , 2010 .

[14]  T. J. Sutton,et al.  Performance of feedforward and feedback systems for active control , 1996, IEEE Trans. Speech Audio Process..

[15]  E. Benjamin Wylie,et al.  Fluid Transients in Systems , 1993 .

[16]  Dennis S. Bernstein,et al.  Bode integral constraints, collocation, and spillover in active noise and vibration control , 1998, IEEE Trans. Control. Syst. Technol..

[17]  David P Stoten,et al.  A comparison of two adaptive algorithms for the control of active engine mounts , 2005 .

[18]  Paul Strauch,et al.  Active control of nonlinear noise processes in a linear duct , 1998, IEEE Trans. Signal Process..

[19]  Abdolreza Ohadi,et al.  Hybrid Active Noise Control of a One-Dimensional Acoustic Duct , 2002 .

[20]  Sen M. Kuo,et al.  Active noise control: Open problems and challenges , 2010, The 2010 International Conference on Green Circuits and Systems.

[21]  Clark J. Radcliffe,et al.  Global active noise control of a one-dimensional acoustic duct using a feedback controller , 1991 .

[22]  Kh. Eghtesadi,et al.  The tight-coupled monopole active attenuator in a duct , 1983 .

[23]  Hideaki Sakai,et al.  Analysis of the filtered-X LMS algorithm and a related new algorithm for active control of multitonal noise , 2006, IEEE Transactions on Audio, Speech, and Language Processing.

[24]  Ian R. Petersen,et al.  Experiments in feedback control of an acoustic duct , 2000, Proceedings of the 2000. IEEE International Conference on Control Applications. Conference Proceedings (Cat. No.00CH37162).

[25]  Sanjit K. Mitra,et al.  Block implementation of adaptive digital filters , 1981 .

[26]  Jian-Da Wu,et al.  Application of H-infinity hybrid active controller for acoustic duct noise cancellation , 2005 .

[27]  B. Widrow,et al.  Adaptive inverse control , 1987, Proceedings of 8th IEEE International Symposium on Intelligent Control.

[28]  Ali H. Sayed,et al.  Adaptive Filters , 2008 .

[29]  H. H. Bruun Hot-wire anemometry , 1995 .

[30]  F. T. Brown,et al.  A hydraulic rotary switched-inertance servo-transformer , 1988 .

[31]  Afif Elghraoui,et al.  Laser Doppler Velocimetry , 2010 .

[32]  John M. Cioffi,et al.  Limited-precision effects in adaptive filtering , 1987 .

[33]  L. Lourenço Particle Image Velocimetry , 1989 .

[34]  Scott D. Sommerfeldt Adaptive vibration control of vibration isolation mounts, using an LMS‐based control algorithm , 1989 .

[35]  C H Hansen,et al.  Active noise control in ducts: some physical insights. , 1989, The Journal of the Acoustical Society of America.

[36]  Sen M. Kuo,et al.  Active Noise Control Systems: Algorithms and DSP Implementations , 1996 .

[37]  Alan V. Oppenheim,et al.  Discrete-Time Signal Pro-cessing , 1989 .

[38]  Yegui Xiao,et al.  A robust narrowband active noise control system for accommodating frequency mismatch , 2004, 2004 12th European Signal Processing Conference.

[39]  Nigel Johnston The transmission line method for modelling laminar flow of liquid in pipelines , 2012, J. Syst. Control. Eng..

[40]  Mariko Nakano-Miyatake,et al.  Evaluation of a hybrid active noise control system with acoustic feedback , 2010, 2010 53rd IEEE International Midwest Symposium on Circuits and Systems.

[41]  Dennis R. Morgan,et al.  An analysis of multiple correlation cancellation loops with a filter in the auxiliary path , 1980, ICASSP.

[42]  Masayuki Kawamata,et al.  A new variable step size LMS algorithm-based method for improved online secondary path modeling in active noise control systems , 2006, IEEE Transactions on Audio, Speech, and Language Processing.

[43]  L. J. Eriksson,et al.  Use of random noise for on‐line transducer modeling in an adaptive active attenuation system , 1986 .

[44]  Philip A. Nelson,et al.  Effect of errors in the plant model on the performance of algorithms for adaptive feedforward control , 1991 .

[45]  B. Widrow,et al.  Adaptive noise cancelling: Principles and applications , 1975 .

[46]  Haiyan Hu,et al.  Stability analysis of a noise control system in a duct by using delay differential equation , 2009 .

[47]  Min Pan,et al.  Use of Pipeline Wave Propagation Model for Measuring Unsteady Flowrate , 2010 .

[48]  Sen M. Kuo,et al.  Parallel multi-frequency narrowband active noise control systems , 2009, 2009 IEEE International Conference on Acoustics, Speech and Signal Processing.

[49]  Manfred Morari,et al.  Feedback control of sound transmission through a double glazed window , 2003 .

[50]  Paul Sas,et al.  Adaptive active control of noise in 3-D reverberant enclosures , 1993 .

[51]  J. Glover Adaptive noise canceling applied to sinusoidal interferences , 1977 .

[52]  Li Tan,et al.  Adaptive Volterra filters for active control of nonlinear noise processes , 2001, IEEE Trans. Signal Process..

[53]  Sen M. Kuo,et al.  Analysis of Frequency Mismatch in Narrowband Active Noise Control , 2010, IEEE Transactions on Audio, Speech, and Language Processing.

[54]  J. Burgess Active adaptive sound control in a duct: A computer simulation , 1981 .

[55]  Min Pan,et al.  A high flow fast switching valve for digital hydraulic systems , 2012 .

[56]  Jing Na,et al.  Adaptive nonlinear neuro-controller with an integrated evaluation algorithm for nonlinear active noise systems , 2010 .

[57]  Stephen J. Elliott,et al.  A multiple error LMS algorithm and its application to the active control of sound and vibration , 1987, IEEE Trans. Acoust. Speech Signal Process..

[58]  A. Tsinober,et al.  Hot Wire Anemometry , 1995 .

[59]  Mingsian R. Bai,et al.  COMPARISON OF ACTIVE NOISE CONTROL STRUCTURES IN THE PRESENCE OF ACOUSTICAL FEEDBACK BY USING THEH∞SYNTHESIS TECHNIQUE , 1997 .

[60]  Bernard Widrow,et al.  Adaptive Signal Processing , 1985 .

[61]  David P. Stoten,et al.  Adaptive Control of Active Engine Mounts , 2003, SIP.

[62]  Richard H. Middleton,et al.  Fundamental design limitations of the general control configuration , 2003, IEEE Trans. Autom. Control..

[63]  Jing Yuan A hybrid active noise controller for finite ducts , 2004 .

[64]  Ming Zhang,et al.  Cross-updated active noise control system with online secondary path modeling , 2001, IEEE Trans. Speech Audio Process..

[65]  D N Johnston,et al.  Simulation of the Pressure Ripple Characteristics of Hydraulic Circuits , 1989 .

[66]  A.D. Streeter,et al.  Hybrid feedforward-feedback active noise control , 2004, Proceedings of the 2004 American Control Conference.

[67]  Nigel Johnston Hydraulic System Noise Prediction and Control , 2008 .

[68]  Okyay Kaynak,et al.  Stabilizing and robustifying the learning mechanisms of artificial neural networks in control engineering applications , 2000 .

[69]  A. Goldstein On Steepest Descent , 1965 .

[70]  Jong-Yih Lin,et al.  Internal model-based LQG/H∞ design of robust active noise controllers for an acoustic duct system , 2000, IEEE Trans. Control. Syst. Technol..

[71]  J. Shynk Frequency-domain and multirate adaptive filtering , 1992, IEEE Signal Processing Magazine.

[72]  Bernard Widrow,et al.  Adaptive switching circuits , 1988 .

[73]  Sammy John Elliott,et al.  The application of adaptive filtering to the active control of sound and vibration , 1985 .

[74]  Hideaki Sakai,et al.  A Filtered-X LMS Algorithm for Sinusoidal Reference Signals—Effects of Frequency Mismatch , 2007, IEEE Signal Processing Letters.

[75]  Kh. Eghtesadi,et al.  The tight‐coupled monopole (TCM) and tight‐coupled tandem (TCT) attenuators: Theoretical aspects and experimental attenuation in an air duct , 1987 .

[76]  Scott D. Snyder,et al.  The effect of transfer function estimation errors on the filtered-x LMS algorithm , 1994, IEEE Trans. Signal Process..

[77]  Andrew Plummer,et al.  The Influence of Wave Effects on Digital Switching Valve Performance , 2011 .

[78]  D N Johnston,et al.  Measurement of Positive Displacement Pump Flow Ripple and Impedance , 1996 .

[79]  Scott D. Snyder,et al.  Active control of vibration using a neural network , 1995, IEEE Trans. Neural Networks.

[80]  M. Bai,et al.  Plant uncertainty analysis in a duct active noise control problem by using the H ' theory , 1998 .

[81]  S.J. Elliott,et al.  Active noise control , 1993, IEEE Signal Processing Magazine.

[82]  Lin Wang,et al.  Active control of fluid-borne noise , 2008 .

[83]  Akira Ikuta,et al.  A filtered-X RLS based narrowband active noise control system in the presence of frequency mismatch , 2005, 2005 IEEE International Symposium on Circuits and Systems.

[84]  Sen M. Kuo,et al.  Active noise control: a tutorial review , 1999, Proc. IEEE.

[85]  Sen M. Kuo,et al.  Analysis and Correction of Frequency Error in Electronic Mufflers using Narrowband Active Noise Control , 2007, 2007 IEEE International Conference on Control Applications.

[86]  K. Weddfelt,et al.  Fast Pipeline Models for Simulation of Hydraulic Systems , 1994 .

[87]  D. Nigel Johnston Efficient Methods for Numerical Modelling of Laminar Friction in Fluid Lines , 2004 .

[88]  Cheng-Yuan Chang,et al.  Enhancement of active noise control using neural-based filtered-X algorithm , 2007 .

[89]  Hendrik Van Brussel,et al.  Comparison of two-on-line identification algorithms for active noise control , 1993 .

[90]  Christopher Robert Fuller,et al.  Fluid wave actuator for the active control of hydraulic pulsations in piping systems , 1999 .

[91]  D N Johnston Efficient Methods for Numerical Modeling of Laminar Friction in Fluid Lines , 2004 .

[92]  Nihon-Kikai-Gakkai JSME international journal , 1992 .

[93]  Rabab Kreidieh Ward,et al.  Statistical properties of the LMS fourier analyzer in the presence of frequency mismatch , 2004, IEEE Transactions on Circuits and Systems I: Regular Papers.

[94]  R. J. Hansen,et al.  Sound propagation in a pipe containing a liquid of comparable acoustic impedance , 1982 .

[95]  Patrick Keogh,et al.  Piezoelectrically actuated hydraulic valve design for high bandwidth and flow performance , 2011 .

[96]  D N Johnston,et al.  In-Situ Measurement of the Wavespeed and Bulk Modulus in Hydraulic Lines , 1991 .

[97]  Woon-Seng Gan,et al.  An integrated audio and active noise control headset , 2002, IEEE Trans. Consumer Electron..

[98]  S. Haykin,et al.  Adaptive Filter Theory , 1986 .