A Vibration Analysis for the Evaluation of Fuel Rail Pressure and Mass Air Flow Sensors on a Diesel Engine: Strategies for Predictive Maintenance

被引:5
作者
Mafla-Yepez, Carlos [1 ]
Castejon, Cristina [2 ]
Rubio, Higinio [2 ]
Morales, Cesar [3 ]
机构
[1] Univ Tecn Norte, Grp Invest Ciencias Red eCIER, Ibarra 100105, Ecuador
[2] Univ Carlos III Madrid, Pedro Juan Lastanosa Reseach Inst, Dpto Ing Mecan, MAQLAB Res Grp, Leganes 28911, Spain
[3] Univ Tecn Norte, Grp Invest Ingn Automotriz GIIA, Ibarra 100105, Ecuador
关键词
internal combustion engines (ICEs); mechanical vibrations; Fuel Rail Pressure (FRP); Mas Air Flow (MAF) sensors; predictive maintenance; frequency-domain technique; COMBUSTION; BIODIESEL; PERFORMANCE; BLENDS;
D O I
10.3390/s24051551
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
This research focuses on the analysis of vibration of a compression ignition engine (CIE), specifically examining potential failures in the Fuel Rail Pressure (FRP) and Mass Air Flow (MAF) sensors, which are critical to combustion control. In line with current trends in mechanical system condition monitoring, we are incorporating information from these sensors to monitor engine health. This research proposes a method to validate the correct functioning of these sensors by analysing vibration signals from the engine. The effectiveness of the proposal is confirmed using real data from a Common Rail Direct Injection (CRDi) engine. Simulations using a GT 508 pressure simulator mimic FRP sensor failures and an adjustable potentiometer manipulates the MAF sensor signal. Vibration data from the engine are processed in MATLAB using frequency domain techniques to investigate the vibration response. The results show that the proposal provides a basis for an efficient predictive maintenance strategy for the MEC engine. The early detection of FRP and MAF sensor problems through a vibration analysis improves engine performance and reliability, minimizing downtime and repair costs. This research contributes to the advancement of monitoring and diagnostic techniques in mechanical engines, thereby improving their efficiency and durability.
引用
收藏
页数:18
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