Misfire detection of an internal combustion engine based on vibration and acoustic analysis
Sign Up to like & getrecommendations! Published in 2021 at "Journal of The Brazilian Society of Mechanical Sciences and Engineering"
DOI: 10.1007/s40430-021-03052-y
Abstract: A Misfire event is an unwanted phenomenon that compromises the regular operation of the engine, increasing the pollution of emission gases and decreasing its efficiency. Therefore, smart systems that detect misfire ensure better engine operation… read more here.
Keywords: methodology; vibration; misfire; engine ... See more keywords
Misfire Detection in Spark Ignition Engine Using Transfer Learning
Sign Up to like & getrecommendations! Published in 2022 at "Computational Intelligence and Neuroscience"
DOI: 10.1155/2022/7606896
Abstract: Misfire detection in an internal combustion engine is an important activity. Any undetected misfire can lead to loss of fuel and power in the automobile. As the fuel cost is more, one cannot afford to… read more here.
Keywords: misfire detection; transfer learning; engine; misfire ... See more keywords
Misfire detection of diesel engine based on convolutional neural networks
Sign Up to like & getrecommendations! Published in 2021 at "Proceedings of the Institution of Mechanical Engineers, Part D: Journal of Automobile Engineering"
DOI: 10.1177/0954407020987077
Abstract: With the ever-stringent vehicles exhaust emission standard and higher requirements on on-board diagnostic technology, the importance of misfire detection in vehicle emission control is emerging. The performance of a traditional misfire detection algorithm predominantly depends… read more here.
Keywords: misfire detection; engine; convolutional neural; misfire ... See more keywords