Sparkplug failure detection using Z-freq and machine learning

• Main Authors: Ngatiman, Nor Azazi, Nuawi, Mohd Zaki, Putra, Azma, Qamber, Isa S., Tole, Sutikno, Jopri, Mohd Hatta
• Format: Article
• Language: English
• Published: Universitas Ahmad Dahlan 2021
• Online Access: http://eprints.utem.edu.my/id/eprint/25847/2/22027-59268-1-PB.PDF; http://eprints.utem.edu.my/id/eprint/25847/; http://journal.uad.ac.id/index.php/TELKOMNIKA/article/view/22027/10963

Preprogrammed monitoring of engine failure due to spark plug misfire can be traced using a method called machine learning. Unluckily, a challenge to get a high-efficiency rate because of a massive volume of training data is required. During the study, these failure-generated were enhanced with a nov...