2025. Enhancing Predictive Maintenance in Energy Systems Using a Hybrid Kolmogorov-Arnold Network (KAN) with Short-Time Fourier Transform (STFT) Framework for Rotating Machinery. ASEAN Journal of Science and Engineering. 5, 2 (Sep. 2025), 465–494. DOI:https://doi.org/10.17509/ajse.v5i2.89023.