| Issue Date | Title | Author(s) |
| 2022 | Data-Driven Ship Berthing Forecasting for Cold Ironing in Maritime Transportation | Bakar, Nur Najihah Abu; Bazmohammadi, Najmeh; Çimen, Halil; Uyanık, Tayfun; Vasquez, Juan C.; Guerrero, Josep M. |
| 2022 | Deep Learning-Based Probabilistic Autoencoder for Residential Energy Disaggregation: an Adversarial Approach | Çimen, Halil; Wu, Ying; Wu, Yanpeng; Terriche, Yacine; Vasquez, Juan C.; Guerrero, Josep M. |
| 2020 | A Dual-input Multi-label Classification Approach for Non-Intrusive Load Monitoring via Deep Learning | Çimen, Halil; Palacios-Garcia, Emilio J.; Çetinkaya, Nurettin ; Vasquez, Juan C.; Guerrero, Josep M. |
| 2024 | Equalizing Data Lengths Across Temperatures To Enhance Deep Learning Training for State of Charge Prediction | Uçar, Kürşad; Arabacı, Hayri; Çimen, Halil |
| 2020 | Generalization Capacity Analysis of Non-Intrusive Load Monitoring Using Deep Learning | Çimen, Halil; Palacios-Garcia, Emilio J.; Çetinkaya, Nurettin ; Kolbak, Morten; Sciume, Giuseppe; Vasquez, Juan C.; Guerrero, Josep M. |
| 2021 | A Microgrid Energy Management System Based on Non-Intrusive Load Monitoring Via Multitask Learning | Çimen, Halil; Çetinkaya, Nurettin ; Vasquez, Juan C.; Guerrero, Josep M. |
| 2020 | Mikro Şebekelerde Derin Öğrenme Destekli Enerji Yönetimi | Çimen, Halil |
| 2018 | Mitigation of Voltage Unbalance in Microgrids Using Thermostatically Controlled Loads | Çimen, Halil; Çetinkaya, Nurettin |
| 2021 | Smart-Building Applications: Deep Learning-Based, Real-Time Load Monitoring | Çimen, Halil; Palacios-Garcia, Emilio J.; Kolbaek, Morten; Çetinkaya, Nurettin ; Vasquez, Juan C.; Guerrero, Josep M. |
| 2019 | Voltage Sensitivity-Based Demand-Side Management To Reduce Voltage Unbalance in Islanded Microgrids | Çimen, Halil; Çetinkaya, Nurettin |
