Abstract
This paper presents a novel method to determine the filter length. Major interior noises inside an excavator cabin are hydraulic pump noise. The filtered x-LMS (FxLMS) algorithm using a notch filter has been widely applied to ANC of engine noise inside the cabin of a passenger car. A notch adaptive filter is a comb-type filter and is useful to attenuate a steady-state pure tone. When the rotating speed of the crankshaft accelerates steadily in sweep mode, instantaneous frequencies of the hydraulic pump noise and cooling fan noise inside an excavator cabin increase steadily. The FxLMS algorithm using a notch filter can be stably applied to the ANC of the interior noise inside an excavator cabin in steady sweep mode. However, when a hydraulic pump is operated in dynamic mode, the rotating speed of the crankshaft fluctuates rapidly due to rapid change of the working load, and instantaneous frequencies of the hydraulic pump noise are also periodic and fluctuate rapidly. The FxLMS algorithm using an order filter is effective for ANC of the noise in which the instantaneous frequency rapidly fluctuates. For effective application of the order filter to ANC of non-stationary noise, the filter length should be optimally determined.
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References
Elliott, S. (2000). Signal Processing for Active Control. Elsevier. Amsterdam, The Netherlands.
Hasegawa, S., Tabata, T., Kinoshita, A. and Hyodo, H. (1992). The development of an active noise control system for automobiles. SAE Paper No. 922086.
Hykin, S. O. (2014). Adaptive Filter Theory. 5th edn. Pearson Education International, London, UK.
INC Engineering Co., Ltd. (2015). Construction sites got silence via a novel noise reduction technique. IHI Engineering Review 48, 2, 4–5.
Inoue, T., Takahashi, A., Sano, H., Onishi, M. and Nakamura, Y. (2004). NV countermeasure technology for a cylinder-on-demand engine-development of active booming noise control system applying adaptive notch filter. SAE Paper No. 2004-01-0411.
Kim, E. Y., Kim, B. H. and Lee, S. K. (2013). Active noise control in a duct system based on a frequency-estimation algorithm and the FX-LMS algorithm. Int. J. Automotive Technology 14, 2, 291–299.
Kuo, S. M. and Morgan, D. R. (1999). Active noise control: A tutorial review. Proc. IEEE 87, 6, 943–973.
Kwon, N., Park, M., Lee, H. S., Ahn, J. and Shin, M. (2016). Construction noise management using active noise control techniques. J. Construction Engineering and Management 142, 7, 04016014.
Lee, S. K., Lee, G. H. and Back, J. (2019). Development of sound-quality indexes in a car cabin owing to the acoustic characteristics of absorption materials. Applied Acoustics, 143, 125–140.
Lee, S. K., Lee, S., Back, J. and Shin, T. (2018). A new method for active cancellation of engine order noise in a passenger car. Applied Sciences 8, 8, 1394.
Lee, S. M., Back, J., An, K. and Lee, S. K. (2020). Design and generation of a target sound to achieve the desired sound quality inside a car cabin. Int. J. Automotive Technology 21, 2, 385–395.
Nelson, P. A. and Elliott, S. J. (1991). Active Control of Sound. Academic Press. Cambridge, Massachusetts, USA.
Samarasinghe, P. N., Zhang, W. and Abhayapala, T. D. (2016). Recent advances in active noise control inside automobile cabins: Toward quieter cars. IEEE Signal Processing Magazine 33, 6, 61–73.
Tamamura, M. and Shibata, E. (1996). Application of active noise control for engine related cabin noise. JSAE Review 17, 1, 37–43.
Widrow, B. and Steams, S. D. (1985). Adaptive Signal Processing. Prentice-Hall. Hoboken, New Jersey, USA.
Willemsen, A. M., Poradek, F. and Rao, M. D. (2009). Reduction of noise in an excavator cabin using order tracking and ultrasonic leak detection. Noise Control Engineering J. 57, 5, 400–412.
Cheer, J. and Elliott, S. J. (2016). Active noise control of a diesel generator in a luxury yacht. Applied Acoustics, 105, 209–214.
Zheng, X., Wang, Z., Zhang, L., Hao, Z. and Qiu, Y. (2020). A study on acoustic characteristics of automotive magnesium composite dash panel. Applied Acoustics, 157, 107030.
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This work was supported by Inha University.
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Baek, J., Lee, C., Yoo, J. et al. Design of Filter Length of Order Filter and Its Application to Filtered-X Algorithm for Active Noise Cancellation of Interior Noise Inside an Excavator Cabin. Int.J Automot. Technol. 23, 1269–1283 (2022). https://doi.org/10.1007/s12239-022-0111-1
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DOI: https://doi.org/10.1007/s12239-022-0111-1