Title :
A comparative study of multiple tests based techniques for optimal sensor location for knock detection
Author_Institution :
Signal Process. Res. Centre, Queensland Univ. of Technol., Brisbane, Qld., Australia
Abstract :
A comparative study of techniques for finding optimal sensor positions in a group of vibration sensors for knock detection in spark ignition engines is presented. The methods assume the transmission of the acoustical oscillations in the combustion chamber to the engine housing to be time invariant and linear. Based on this model, suitable multiple tests have been performed to reject sequentially irrelevant sensors from the sensor group under consideration. It was found in various simulations that two of the proposed methods that do not assume any probability distribution of the data lead to the expected results. In a real experiment performed on a test bed using a four cylinder spark ignition engine, the two methods reveal the same optimal sensor location for monitoring knock in two cylinders at three different speeds
Keywords :
accelerometers; internal combustion engines; optimisation; sensors; signal processing; vibration measurement; acoustical oscillations; combustion chamber; engine housing; four cylinder spark ignition engine; knock detection; multiple tests; optimal sensor location; probability distribution; spark ignition engines; vibration sensor; Acoustic sensors; Acoustic signal detection; Acoustic testing; Combustion; Engine cylinders; Ignition; Performance evaluation; Probability distribution; Sequential analysis; Sparks;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 1995. ICASSP-95., 1995 International Conference on
Conference_Location :
Detroit, MI
Print_ISBN :
0-7803-2431-5
DOI :
10.1109/ICASSP.1995.479464