用蒂格尔能量算子对缸内压力信号进行初步研究

J. Fiolka
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引用次数: 1

摘要

Teager能量算子(TEO)已应用于多个领域,包括语音分析、图像处理、机械故障诊断和生物医学工程。该算子为估计调幅和调频信号的瞬时频率和包络线问题提供了一种简单有效的解决方案。此外,该方法易于实现,计算复杂度低。在本文中,作者建议在汽车应用中使用TEO对缸内压力信号进行初步研究。这方面的研究很重要,因为它决定了燃料消耗、发动机耐久性以及空气污染物的排放。通过测量和分析发动机缸体振动、电离电流和缸内压力,可以检测火花点火(SI)发动机的异常燃烧。然而,提供深入了解燃烧过程的基本变量是压力信号。通过对信号的分析,可以对爆震现象进行详细的研究,这对于开发一种可靠、高效的爆震检测方法是必要的。应用该方法,我们能够识别压力轨迹的基本参数,如启动频率和频率变化率。通过了解发动机各种工况下的参数值,可以提高爆震检测系统的性能。
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Preliminary investigation of the in-cylinder pressure signal using Teager energy operator
The Teager energy operator (TEO) has been used in various areas, including speech analysis, image processing, machinery fault diagnostics and biomedical engineering. The operator provides a simple and efficient solution to the problem of estimating the instantaneous frequency and envelope of amplitude and frequency-modulated (AM-FM) signals. Furthermore, this method is easy to implement and has a low computational complexity. In the paper, the author proposes using TEO in an automotive application to perform preliminary investigations of the in-cylinder pressure signal. Research in this area is important because it determines fuel consumption, engine durability as well as the emission of air pollutants. Detecting abnormal combustion in spark-ignition (SI) engines is possible by measuring and analysing the engine block vibrations, the ionisation current and the in-cylinder pressure. However, the fundamental variable that provides an in-depth insight into the combustion process is the pressure signal. By analysing the signal, a detailed study of the knock phenomenon can be performed, which is necessary to develop a reliable and efficient knock detection method. By applying the proposed technique, we are able to identify the basic parameters of the pressure trace, such as the starting frequency and the rate of frequency change. By knowing the value of the parameters for various engine operating conditions, the performance of a knock detection system can be improved.
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