The invention discloses a multifunctional automobile engine
noise detection
system which comprises a
signal acquisition module, a data preprocessing module, a
noise analysis module, a multifunctional
application module and a result output module. The
signal acquisition module synchronously acquires
acoustics, vibration, thermal imaging and working condition multi-source signals of an engine, the data preprocessing module performs
feature extraction and fusion on the acquired multi-source signals to generate a multi-dimensional
feature set, and the
noise analysis module analyzes the position, intensity and frequency characteristics of a noise source based on the multi-dimensional
feature set. And the multifunctional
application module realizes fault diagnosis and
predictive maintenance through a
machine learning model based on the analysis result and the multi-dimensional
feature set, and the result output module performs
visual presentation and report output on the analysis and application result. The multifunctional automobile engine
noise detection system can solve the problems that a traditional detection method depends on artificial experience, fault positioning is not accurate, the diagnosis dimension is single, and prediction capability is lacked.