2026. SIMULATION-BASED EVALUATION OF MACHINE LEARNING ALGORITHMS FOR FAULT DETECTION IN MICROGRIDS. Quantum Journal of Engineering, Science and Technology. 7, 2 (Jun. 2026), 1–18. DOI:https://doi.org/10.55197/qjoest.v7i2.270.