journal article·2017-07-24Open access

Enhanced Adaptive Filtering Algorithm Based on Sliding Mode Control for Active Vibration Rejection of Smart Beam Structures

Byeongil Kim, Jong-yun Yoon

Applied Sciences· Volume 7· Issue 7

Abstract

This article investigates vibration rejection for a continuous smart structure using piezoelectric bimorph patches. Such a structure has inherent nonlinearities, such as hysteresis and creep, and the whole system may experience unexpected disturbances, uncertainties, and noise from external sources. Thus, it is very important to design the active control scheme carefully with adaptive filtering systems to deal with these conditions. An advanced adaptive filtering algorithm was developed based on the conventional least mean squares (LMS) method and sliding mode control for the active vibration rejection system. The sliding mode controller is applied to the standard LMS algorithm to overcome problems with misadjustment and excess error in an optimal manner. A numerical analysis and laboratory experiment show that the technique can significantly attenuate the vibration of the smart structure at different levels and broadband frequency spectra. In addition, unidentified impedance is chosen to change the distribution of the mass, and the robustness and the adaptivity of the proposed approach are verified. The experimental results show that the method can isolate impulse-type vibrations of at least 2.8 dB, even with the adjusted mass arrangement.
Source: crossref · Quality: baseline

Research context

OpenAlex topics: Aeroelasticity and Vibration Control · Structural Health Monitoring Techniques · Vibration Control and Rheological Fluids

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

Affiliations

School of Mechanical Engineering, Yeungnam University, 280, (Dae-dong) Daehak-ro, Gyeongsan-si, Gyeongsangbuk-do 38541, Korea

Department of Mechatronics Engineering, Incheon National University, (Songdo-dong) 119 Academy-ro, Yeonsu-gu, Incheon 22012, Korea

References (51)

Show source-provided references
1. Bianchini, E. (April, January 30). Active vibration control of automotive like panels. Proceedings of the 2008 SAE Brasil Noise Vibration Conference, Florianópolis, Brazil.10.4271/2008-36-0576 ↗
2. Raju, B.B., Bianchini, E., Arata, J., and Roylance, M. (2005, January 16–19). Improved performance of a baffle-less automotive muffler using piezoelectric materials. Proceedings of the SAE 2005 Noise Vibration Conference and Exhibition, Traverse City, MI, USA.10.4271/2005-01-2353 ↗
3. Wolff, K., Lahey, H.P., Nussmann, C., Nehl, J., Wimmel, R., Siebald, H., Fehren, H., Redaelli, M., and Naake, A. (2007, January 15–17). Active noise cancellation at powertrain oil pan. Proceedings of the SAE 2007 Noise Vibration Conference and Exhibition, St. Charles, IL, USA.10.4271/2007-01-2422 ↗
4. Experimental demonstration of H-inf control based active vibration suppression in composite fin-tip of aircraft using optimally placed piezoelectric patch actuators10.1177/1045389X07078964 ↗
5. Shevtsov, S., Soloviev, A., Acopyan, V., and Samochenko, I. (2009, January 1–4). Helicopter rotor blade vibration control on the basis of active/passive piezoelectric damping approach. Proceedings of the PHYSCON, Catania, Italy.
6. Active aeroelastic flutter analysis and vibration control of supersonic beams using the piezoelectric actuator/sensor pairs10.1088/0964-1726/20/5/055013 ↗
7. Vibration suppression of a hard disk driver actuator arm using piezoelectric shunt damping with a topology-optimized PZT transducer10.1088/0964-1726/18/6/065010 ↗
8. Fatigue life estimation of a 1D aluminum beam under mode-I loading using the electromechanical impedance technique10.1088/0964-1726/20/12/125001 ↗
9. Repair of vibrating delaminated beam structures using piezoelectric patches10.1088/0964-1726/19/3/035027 ↗
10. Energy-efficiency enhancement and displacement-offset elimination for hybrid vibration control10.12989/sss.2012.10.3.193 ↗
11. Improved active control of a functionally graded material beam with piezoelectric patches10.1177/1077546313506926 ↗
12. Topology optimization of shunted piezoelectric elements for structural vibration reduction10.1177/1045389X14538533 ↗
13. Identification and suppression of vibrational energy in stiffened plates with cutouts based on visualization techniques10.12989/sem.2012.43.3.395 ↗
14. Solution modification of a piezoelectric bimorph cantilever under loads10.1177/1045389X14546778 ↗
15. Active control of parametrically excited systems10.1177/1045389X15588625 ↗
16. A smart composite-piezoelectric one-dimensional finite element model for vibration damping analysis10.1177/1045389X15591380 ↗
17. Kashani, R., Mazdeh, A., and Orzechowski, J. (2001, January 5–8). Shunt piezo damping of a radiating panel. Proceedings of the 2001 Noise Vibration Conference, Traverse City, MI, USA.10.4271/2001-01-1576 ↗
18. Multimodal passive vibration control of sandwich beams with shunted shear piezoelectric materials10.1088/0964-1726/17/5/055015 ↗
19. Semi-active vibration control of a composite beam using an adaptive SSDV approach10.1177/1045389X08095182 ↗
20. Experimental analysis of a cantilever beam with a shunted piezoelectric periodic array10.1177/1045389X11411119 ↗
21. Adaptive modified positive position feedback for active vibration control of structures10.1177/1045389X10361631 ↗
22. Positive position feedback control for large space structures10.2514/3.10451 ↗
23. Modified acceleration feedback for active vibration control of aerospace structures10.1088/0964-1726/19/6/065015 ↗
24. Active damping of optical test benches with acceleration feedback
25. Active vibration confinement of flexible structures using piezoceramic patch actuators10.1177/1045389X06073835 ↗
26. Open-loop position tracking control of a piezoceramic flexible beam using a dynamic hysteresis compensator10.1088/0964-1726/19/12/125008 ↗
27. Multimodal vibration control of a flexible structure using piezoceramic sensor and actuator10.1177/1045389X07077853 ↗
28. Trajectory tracking and active vibration suppression of a smart Single-Link flexible arm using a composite control design10.12989/sss.2011.7.2.103 ↗
29. Backstepping-based robust-adaptive control of a nonlinear 2-DOF piezoactuator10.1016/j.conengprac.2015.04.007 ↗
30. Reduced order H-inf controller design for vibration control using genetic algorithms10.1177/1077546315599679 ↗
31. Control of incommensurate sinusoids using enhanced adaptive filtering algorithm based on sliding mode approach10.1177/1077546312444659 ↗
32. Control and hysteresis reduction in prestressed curved unimorph actuators using model predictive control10.1177/1045389X13493353 ↗
33. Kuo, S.M., and Morgan, D.R. (1996). Active Noise Control Systems: Algorithms and DSP Implementations, John Wiley & Sons.
34. Widrow, B., and Stearns, S.D. (1985). Adaptive Signal Processing, Prentice-Hall.10.1016/B978-0-08-030565-3.50007-1 ↗
35. Clark, R.L., Saunders, W.R., and Gibbs, G.P. (1998). Adaptive Structures: Dynamics and Control, John Wiley&Sons.
36. Adaptive noise cancelling: Principles and applications10.1109/PROC.1975.10036 ↗
37. DSP implementation of an active bearing mount for rotors using hybrid control10.1115/1.1287788 ↗
38. Hybrid feedback-least mean square algorithm for structural control10.1061/(ASCE)0733-9445(2004)130:1(128) ↗
39. An alternative feedback structure for the adaptive active control of periodic and time-varying periodic disturbances10.1006/jsvi.1997.1297 ↗
40. Adaptive focusing control of DVD drives in vehicle systems10.1177/1077546306069037 ↗
41. Implementation of single and multiple adaptive step-size algorithm to ANC10.1115/1.2349540 ↗
42. Modeling and adaptive inverse control of hysteresis and creep in ionic polymer-metal composite actuators10.1088/0964-1726/19/2/025014 ↗
43. A modification to filtered-X LMS control for airfoil vibration and flutter suppression10.1177/1077546307084240 ↗
44. Improving performance of FxLMS algorithm for active noise control of impulsive noise10.1016/j.jsv.2009.07.023 ↗
45. On saturation suppression in adaptive vibration control10.1016/j.jsv.2009.11.027 ↗
46. Development of adaptive algorithm for active sound quality control10.1016/j.jsv.2006.06.038 ↗
47. Application of least mean square algorithm to suppression of maglev track induced self-excited vibration10.1016/j.jsv.2011.07.021 ↗
48. A control engineer’s guide to sliding mode control10.1109/87.761053 ↗
49. Utkin, V., Guldner, J., and Shi, J. (1999). Sliding Mode Control in Electromechanical Systems, Taylor & Francis.
50. Tracking control of nonlinear systems using sliding surfaces with application to robot manipulators10.1080/00207178308933088 ↗
51. On Frequency-Domain Identification of Linear Systems10.1109/19.206670 ↗