 | Rosseel, A., Bakhshideh zad, B., De Grève, Z., & Vallée, F. (2023). Reactive Power Forecasting At The Transmission-Distribution Interfaces Using Physics Based Machine Learning. In Reactive Power Forecasting At The Transmission-Distribution Interfaces Using Physics Based Machine Learning. Italy: IET.  Peer reviewed |
 | Bakhshideh Zad, B., Toubeau, J.-F., Bruninx, K., Vatandoust, B., De Grève, Z., & Vallée, F. (August 2022). Supervised learning-assisted modeling of flow-based domains in European resource adequacy assessments. Applied Energy, 325, 119875. doi:10.1016/j.apenergy.2022.119875 Peer Reviewed verified by ORBi |
| Bakhshideh Zad, B. (2022). Voltage control in distribution systems using deep reinforcement learning in presence of uncertainty. Paper presented at Power Network Digitalization Impacts on Protection, Automation and Control, Belgium. |
| Bakhshideh Zad, B., Toubeau, J.-F., & Vallée, F. (23 August 2021). Chance-Constrained based Voltage Control Framework To Deal with Model Uncertainties in MV Distribution Systems. Energies, 14, 5161. Peer Reviewed verified by ORBi |
| Bakhshideh Zad, B., Toubeau, J.-F., Vatandoust, B., Bruninx, K., De Grève, Z., & Vallée, F. (10 August 2021). Enhanced Integration of Flow-Based Market Coupling in Short-Term Adequacy Assessment. Electric Power Systems Research, 201, 107507. Peer Reviewed verified by ORBi |
| Bakhshideh Zad, B., Vatandoust, B., De Grève, Z., Toubeau, J.-F., & Vallée, F. (2021). Advanced Clustering of Flow-Based Domains for Adequacy Study Purposes. Paper presented at IEEE PowerTech 2021 International Conference, POWERTECH 2021, Madrid, Spain. |
Bakhshideh Zad, B., Toubeau, J.-F., Acclassato, O., Durieux, O., & Vallée, F. (2021). An Innovative Centralized Voltage Control Method for MV Distribution Systems Based on Deep Reinforcement Learning: Application on a Real Test Case in Benin. Paper presented at 26th International Conference & Exhibition on Electricity Distribution, CIRED 2021, Geneva, Switzerland. |
| Codjo, E., Bakhshideh Zad, B., Toubeau, J.-F., Francois, B., & Vallée, F. (12 May 2021). Machine-Learning based Classification of Electrical Low Voltage Cables Degradation. Energies, 14 (2852). Peer Reviewed verified by ORBi |
Codjo, E., Bakhshideh Zad, B., Vallée, F., & Francois, B. (2020). Analysis of Low Voltage Networks Sensitivity to Voltage Variations Due to The Insulation Wear. Paper presented at 55th International Universities' Power Engineering Conference, UPEC 2020, Torino, Italy. |
| Toubeau, J.-F., Bakhshideh Zad, B., Hupez, M., De Grève, Z., & Vallée, F. (01 August 2020). Deep Reinforcement Learning-based Voltage Control to Deal with Model Uncertainties in Distribution Networks. Energies, 13 (15), 3928-3943. Peer Reviewed verified by ORBi |
| Bakhshideh Zad, B., Toubeau, J.-F., Lobry, J., & Vallée, F. (02 July 2019). A Robust Voltage Control Algorithm Incorporating Model Uncertainty Impacts. IET Generation, Transmission and Distribution, 13 (17), 3921-3931. Peer Reviewed verified by ORBi |
| Bakhshideh Zad, B., Lobry, J., & Vallée, F. (30 July 2018). A New Voltage Sensitivity Analysis Method for Medium Voltage Distribution Systems Incorporating Power Losses. Electric Power Components and Systems, 46 (14-15), 1540-1553. doi:10.1080/15325008.2018.1511639 Peer Reviewed verified by ORBi |
| Bakhshideh Zad, B., Lobry, J., & Vallée, F. (19 February 2018). Impacts of the Model Uncertainty on the Voltage Regulation Problem of Medium Voltage Distribution Systems. IET Generation, Transmission and Distribution, 12 (10), 2359-2368. doi:10.1049/iet-gtd.2017.1829 Peer Reviewed verified by ORBi |
Bakhshideh Zad, B., Lobry, J., & Vallée, F. (2017). Impact of the Load and Line Inaccurate Models on the Voltage Control Problem of the MV Distribution Systems. Paper presented at 52nd International Universities' Power Engineering Conference, UPEC 2017, Heraklion, Greece. |
Klonari, V., Bakhshideh Zad, B., Lobry, J., & Vallée, F. (2016). Application of Voltage Sensitivity Analysis in a Probabilistic Context for Characterizing Low Voltage Network Operation. Paper presented at 2016 International Conference on Probabilistic methods Applied to Power Systems, Bejing, China. |
Bakhshideh Zad, B., Lobry, J., & Vallée, F. (2016). A Centralized Approach for Voltage Control of MV Distribution Systems Using DGs Power Control and A Direct Sensitivity Analysis Method. Paper presented at IEEE International Energy Conference, ENERGYCON 2016, Leuven, Belgium. |
Hasanvand, H., Bakhshideh Zad, B., Parastar, A., Lobry, J., & Vallée, F. (2016). Voltage Support and Damping of Low Frequency Oscillations in a Large Scale Power System Using STATCOM. Paper presented at IEEE International Energy Conference, ENERGYCON 2016, Leuven, Belgium. |
Bakhshideh Zad, B., Hasanvand, H., Lobry, J., & Vallée, F. (01 June 2015). Optimal Reactive Power Control of DGs for Voltage Regulation of MV Distribution Systems Using Sensitivity Analysis Method and PSO Algorithm. International Journal of Electrical Power and Energy Systems, 68 (June 2015), 52-60. Peer Reviewed verified by ORBi |
Bakhshideh Zad, B., Lobry, J., Vallée, F., & Hasanvand, H. (2014). Optimal Reactive Power Control of DGs for Voltage Regulation of MV Distribution Systems Considering Thermal Limits of the System Branches. Paper presented at 2014 International Conference on Power System Technology, POWERCON 2014, Chengdu, China. |
| Hasanvand, H., Soleymani, S., Feizifar, B., & Bakhshideh Zad, B. (08 May 2014). Fault Location In Distribution Networks Using S-transform. Journal of Electrical Engineering, 14 (1). Peer Reviewed verified by ORBi |
Bakhshideh Zad, B., & Lobry, J. (2013). Improvement of Dynamic Response of AGC System Using Thyristor Controlled Phase Shifter and Optimization of System Parameters. International Review of Electrical Engineering. Peer Reviewed verified by ORBi |
Bakhshideh Zad, B., Lobry, J., & Vallée, F. (2013). Coordinated Control of On-Load Tap Changer and D-STATCOM for Voltage Regulation of Radial Distribution Systems with DG Units. Paper presented at 3rd International Conference on Electric Power and Energy Conversion Systems, Istanbul, Turkey. |
Bakhshideh Zad, B., Lobry, J., Vallée, F., & Durieux, O. (2013). Improvement of On-Load Tap Changer Performance in Voltage Regulation of MV Distribution System with DG Units Using STATCOM. Paper presented at 22nd International Conference & Exhibition on Electricity Distribution (CIRED 2013), Stockholm, Sweden. |
Bakhshideh Zad, B., Lobry, J., & Vallée, F. (18 April 2013). Contrôle coordonné de la tension sur le réseau de distribution MT en présence de productions décentralisées (PDC). Paper presented at Chaire ORES « Smart Grids - Smart Metering » : Première journée de présentation des travaux de recherche, Mons, Belgium. |
Bakhshideh Zad, B., Hasanvand, H., & Lobry, J. (2013). Improvement of Dynamic Response of AGC System Using Thyristor Controlled Phase Shifter and Optimization of System Parameters. International Review of Electrical Engineering. Peer Reviewed verified by ORBi |
Hasanvand, H., Bakhshideh Zad, B., & Mozafari, B. (18 January 2013). Damping of Low Frequency Oscillations Using a SVC Based Supplementary Controller. IEEJ Transactions on Electrical and Electronic Engineering, Vol. 8, no. 6. Peer reviewed |
Hasanvand, H., Bakhshideh Zad, B., & Mozafari, B. (18 January 2013). Fuzzy logic controller design based SVC for improving power system damping. International Review of Automatic Control, Vol.4, No. 5, 740-749. Peer Reviewed verified by ORBi |
