Ibanga, E.B., Udofia, K.M., Udofia, K.M., Iwok, U.U. and Ogungbemi, E.O. 2025. Lightweight CNN Architectures for Fault Diagnosis of Power Generator sets: A Comparative Study of MobileNet and AlexNet. ABUAD Journal of Engineering Research and Development (AJERD). 8, 3 (Oct. 2025), 94–116. DOI:https://doi.org/10.53982/ajerd.2025.0803.10-j.