A Microgrid Energy Management System Based on Non-Intrusive Load Monitoring via Multitask Learning. - Halil Çimen; Nurettin Çetinkaya; Juan C. Vasquez 001; Josep M. Guerrero (IEEE Trans. Smart Grid, 2021)

Deep Learning-Based Probabilistic Autoencoder for Residential Energy Disaggregation: An Adversarial Approach. - Halil Çimen; Ying Wu; Yanpeng Wu; Yacine Terriche; Juan C. Vasquez 001; Josep M. Guerrero (IEEE Trans. Ind. Informatics, 2022)

Distribution, Scale, and Context Sensitive, Convolutional Neural Network-Based SOC Estimation for Li-ion Batteries. - Halil Çimen (IEEE Trans. Ind. Informatics, 2025)