Active Noise Control in Forest Machines
Independent thesis Advanced level (degree of Master (Two Years)), 20 credits / 30 HE creditsStudent thesis
Achieving a low noise level is of great interest to the forest machine industry. Traditionally this is obtained by using passive noise reduction, i.e. by using materials for sound isolation and sound absorption. Especially designs to attenuate low frequency noise tend to be bulky and impractical from an installation point of view. An alternative solution to the problem is to use active noise control (ANC). The basic principle of ANC is to generate an anti-noise signal designed to destructively interfere with the unwanted noise.
In this thesis two algorithms (Feedback FxLMS and Feedforward FxLMS) are implemented and evaluated for use in the ANC-system. The ANC-system is tuned to the speciﬁc environment in the driver’s cabin of a Komatsu forest machine. The algorithms are ﬁrst tested in a simulated environment and then in real-time inside a forest machine.
Simulations are made both in Matlab and in C using both generated signals and recorded signals. The C code is implemented on the Analog Devices Blackﬁn DSP card BF526.
The result showed a signiﬁcantly reduction of the sound pressure level (SPL) in the driver’s cabin. The noise attenuation obtained using the Feedback FxLMS was approximately 14 dB for a tonal 100 Hz signal and 11 dB using recorded engine noise from a forest machine at 850 rpm.
Place, publisher, year, edition, pages
2011. , 53 p.
Active Noise Control (ANC), Forest machine, Adaptive signal processing, Noise reduction, Adaptive ﬁlter, Feedforward, Feedback, Leaky, NLMS, FxLMS
Signal Processing Embedded Systems
IdentifiersURN: urn:nbn:se:umu:diva-48661OAI: oai:DiVA.org:umu-48661DiVA: diva2:451753
Subject / course
Examensarbete i teknisk fysik
Civilingenjörsprogrammet i teknisk fysik
2011-09-02, Universitetsklubben, Universum, Johan Bures Väg, 907 36 UMEÅ, Umeå, 10:00 (Swedish)
UppsokPhysics, Chemistry, Mathematics
Berggren, MagnusLindström, Fredric