Title :
Interpolated FFT for real-time detection of belt slip in automotive electric power generation and storage system
Author :
Siwei Cheng ; Habetler, Thomas G. ; Yilu Zhang ; Nawrocki, S. ; Salman, Molly
Author_Institution :
Sch. of Electr. & Comput. Eng., Georgia Inst. of Technol., Atlanta, GA, USA
Abstract :
Belt slip is an important type of mechanical fault in the automotive electric power generation and storage (EPGS) system. This paper proposes a robust and sensorless solution for detecting serpentine belt slip. The speed of the claw-pole alternator is directly extracted from the rectifier ripple frequency from the alternator output voltage. The estimated alternator speed is then continuously compared with the engine speed to detect possible belt slip. The proposed method is implemented in a real-time fashion on an EPGS test bench. The experimental results show that the method is able to estimate the alternator speed accurately even during fast mechanical transients. The belt-slip fault can thus be reliably detected within a wide speed range. Although originally developed for automotive alternators, the sensorless speed estimation method can be also applied to other AC generators with a DC-link rectifier.
Keywords :
alternators; automotive components; belts; electric power generation; fast Fourier transforms; interpolation; rectifiers; AC generators; DC-link rectifier; FFT; automotive alternators; automotive electric power generation and storage system; belt slip real-time detection; belt-slip fault; claw-pole alternator; engine speed; fast Fourier transforms; mechanical fault; mechanical transients; rectifier ripple frequency; sensorless speed estimation; Alternators; Automotive engineering; Belts; Engines; Harmonic analysis; Rectifiers; Time frequency analysis; Serpertine belt; alternator; belt slip; claw pole; fault diagnostics; interpolated FFT; speed estimation;
Conference_Titel :
Prognostics and Health Management (PHM), 2011 IEEE Conference on
Conference_Location :
Montreal, QC
Print_ISBN :
978-1-4244-9828-4
DOI :
10.1109/ICPHM.2011.6024315