Scientific publications

Wang, A. Oulis Rousis, D. Qiu, G. Strbac, A stochastic distributed control approach for load restoration of networked microgrids with mobile energy storage systems, International Journal of Electrical Power & Energy Systems, Volume 148, 2023,108999, ISSN 0142-0615, https://doi.org/10.1016/j.ijepes.2023.108999 [Open Access]

Download

Y. Wang, D. Qiu, X. Sun, Z. Bie and G. Strbac, Coordinating Multi-Energy Microgrids for Integrated Energy System Resilience: A Multi-Task Learning Approach, in IEEE Transactions on Sustainable Energy, vol. 15, no. 2, pp. 920-937, April 2024, doi: 10.1109/TSTE.2023.3317133 [Open Access] This is the author’s accepted manuscript made available under a CC-BY license.

MoreDownload

Dawei Qiu, Yi Wang, Tingqi Zhang, Mingyang Sun, Goran Strbac, Hierarchical multi-agent reinforcement learning for repair crews dispatch control towards multi-energy microgrid resilience, Applied Energy, Volume 336, 2023, 120826, ISSN 0306-2619, https://doi.org/10.1016/j.apenergy.2023.120826 [Open Access]

Download

Yi Wang, Dawei Qiu, Yinglong He, Quan Zhou, Goran Strbac, Multi-agent reinforcement learning for electric vehicle decarbonized routing and scheduling, Energy, Volume 284, 2023, 129335, ISSN 0360-5442, https://doi.org/10.1016/j.energy.2023.129335 [Open Access]

Download

NOVAKOVIĆ, M., ČUPIĆ, B., & BRALUŠIĆ, N. (2023, mayo). Implementation of DLR System Results in Real-Time Network Applications. 36th Session of CIGRE Serbia 2023. https://doi.org/10.5281/zenodo.16982243 [Open Access]

Download

Balaji V. Venkatasubramanian, Mathaios Panteli, Power system resilience during 2001–2022: A bibliometric and correlation analysis, Renewable and Sustainable Energy Reviews, Volume 188, 2023, 113862, ISSN 1364-0321, https://doi.org/10.1016/j.rser.2023.113862 [Open Access]

This is the author’s accepted manuscript made available under a CC-BY licence.

MoreDownload

Qiu, Y. Wang, J. Wang, N. Zhang, G. Strbac and C. Kang, Resilience-Oriented Coordination of Networked Microgrids: A Shapley Q-Value Learning Approach, in IEEE Transactions on Power Systems, vol. 39, no. 2, pp. 3401-3416, March 2024, doi: 10.1109/TPWRS.2023.3276827 [Open Access] This is the author’s accepted manuscript made available under a CC-BY license.

MoreDownload

Yi Wang, Dawei Qiu, Mingyang Sun, Goran Strbac, Zhiwei Gao, Secure energy management of multi-energy microgrid: A physical-informed safe reinforcement learning approach, Applied Energy, Volume 335, 2023, 120759, ISSN 0306-2619, https://doi.org/10.1016/j.apenergy.2023.120759 [Open Access]

Download

Y. Wang, D. Qiu, F. Teng and G. Strbac, Towards Microgrid Resilience Enhancement via Mobile Power Sources and Repair Crews: A Multi-Agent Reinforcement Learning Approach, in IEEE Transactions on Power Systems, vol. 39, no. 1, pp. 1329-1345, Jan. 2024, doi: 10.1109/TPWRS.2023.3240479 [Open Access]

MoreDownload

Krkoleva Mateska, A. (2023, September 17). European Union Policy and Regulatory Prospects on the Way to Sustainable and Clean Energy Future. 12. Conference of the National Committee of North Macedonia in CIGRE, Ohrid. https://doi.org/10.5281/zenodo.10462457 [Open Access]

Download

Balaji V. Venkatasubramanian, Sina Hashemi, Rodrigo Moreno, Pierluigi Mancarella, Mathaios Panteli, Investment Planning Framework for Mitigating Cascading Failures, Power Systems Computation Conference 2024, June 2024, doi: 10.5281/zenodo.14619708  [Open Access]

Download

Marios Shimillas, Balaji V. Venkatasubramanian, Nikos Hatziargyriou, Mathaios Panteli, Formation of Networked Microgrids for Operational Flexibility and Resilience, 7th International Conference on Smart Energy Systems and Technologies (SEST 2024), September 2024, doi: 10.5281/zenodo.14619840 [Open Access]

Download

George Paphitis, Balaji V. Venkatasubramanian, Mathaios Panteli, Machine Learning-Driven Prediction of Load Shedding During Cascading Outages, ISGT Europe 2024, October 2024, doi: 10.5281/zenodo.14620146 [Open Access]

Download

George Paphitis, Balaji V. Venkatasubramanian, and Mathaios Panteli, Identifying Critical Components in Power Networks through Machine Learning, MEDPOWER IET 2024, November 2024, doi: 10.5281/zenodo.14620190 [Open Access]

Download

Cheimonidis, P., Rantos, K. Dynamic vulnerability severity calculator for industrial control systems. Int. J. Inf. Secur. 23, 2655–2676 (2024). https://doi.org/10.1007/s10207-024-00858-4  [Non- Open Access]

More

Stamenic, I., MLADENOVIĆ, S., SUBOTIĆ, S., & ĐORĐEVIĆ, M. (2024, noviembre). COOPERATION BETWEEN TRANSMISSION AND DISTRIBUTION SYSTEM OPERATORS IN CREATING IGM MODELS. CIRED Crna Gora 2024. https://doi.org/10.5281/zenodo.16744612 [Open Access]

Download

Bundalo, I., Subotić, S., Jakupović, G., Prešić, D., & Popović, M. (2024). Implementation of ENTSO-E emergency & restoration procedure in a real-time environment. In 11th International Conference on Electrical, Electronics and Computer Engineering (IcETRAN), Niš, Serbia, 3–6 June 2024. https://doi.org/10.69994/11Ic24010 [Open Access]

Download

Jakupović, G., Popović, M., Bundalo, I., Josifović, M., Prešić, D., & Vukojičić, N. (2024, November). Application of sandboxing and digital twins in power systems on the example of technical solutions of the Horizon Europe project R2D2. In Proceedings of the 21th Symposium CIGRE Serbia 2024. https://doi.org/10.46793/CIGRE21S.137J  [Open Access]

Download

Bundalo, I., Jakupović, G., Popović, M., Subotić, S., Janošević, K., Simić, P., & Prešić, D. (2024, November). Implementation of ENTSO-E emergency and restoration rules in the case of a system split. In Proceedings of the 21th Symposium CIGRE Serbia 2024. https://doi.org/10.46793/CIGRE21S.176B [Open Access]

Download

Subotić, S., Vićovac, J., Nektarijević, M., & Vojinović, A. (2024, November). Proposal for the distribution of the costs of remedial actions with a cross-border impact / Предлог начина расподеле трошкова корективних мера са прекограничним утицајем. In Proceedings of the 21th Symposium CIGRE Serbia 2026. https://doi.org/10.46793/CIGRE21S.154S  [Open Access]

Download

Vićovac, J., Miljuš, M., Jankovic, N., Subotić, S., Djordjevic, J., Đurđević, J., Mićić, M., & Miković, A. (2024, November). Application for automatic creation of topology file needed for creation of network models / Апликација за аутоматску израду тополошког фајла потребног за креирање мрежних модела. In Proceedings of the 21th Symposium CIGRE Serbia 2027. https://doi.org/10.46793/CIGRE21S.165V [Open Access]

Download

Bečejac, V. (2024, November). Application for PMU Installation Points Optimization / Optimizacija postavljanja PMU uređaja za poboljšanu opservabilnost mreže korišćenjem MATLAB-a. In Proceedings of the 21th Symposium CIGRE Serbia 2028. https://doi.org/10.46793/CIGRE21S.112B [Open Access]

Download

D. Qiu et al., “Artificial Intelligence for Microgrid Resilience: A Data-Driven and Model-Free Approach,” in IEEE Power and Energy Magazine, vol. 22, no. 6, pp. 18-27, Nov.-Dec. 2024, doi: 10.1109/MPE.2024.3405893. [Non-Open Access]

More

P. Krstevski, A. K. Mateska, V. Borozan and R. Taleski, “European regulatory framework for resilient power systems – aspects of implementation,” 14th Mediterranean Conference on Power Generation Transmission, Distribution and Energy Conversion (MEDPOWER 2024), Athens, Greece, 2024, pp. 761-766, doi: 10.1049/icp.2024.4753. [Non-Open Access]

More

Žerajić, M., Čupić, B., & Subotić, S. (2025, may). PQEL Application for Power Quality Parameter Analysis in the Transmission Grid. 37 th Conference CIGRE Serbia 2025. https://doi.org/10.5281/zenodo.16744879 [Open Access]

Download

Presic, D., Prešić, A., Miljuš, M., & Subotić, S. (2025, August 7). Validation of grid model integrity from the information security aspect / Provera integriteta mrežnih modela sa aspekta informacione bezbednosti. 37. Session of CIGRE Serbia, Kopaonik, Republic of Serbia. https://doi.org/10.5281/zenodo.16759643 [Open Access]

Download

Subotić, S., Vukojičić, N., & Josifović, M. (2025, june). Automatic over-frequency control scheme implementation. 2025 SEERC Conference. https://doi.org/10.5281/zenodo.16744936 [Open Access]

Download

Jiawei Wang, Yi Wang, Dawei Qiu, Hanguang Su, Goran Strbac, Zhiwei Gao, Resilient energy management of a multi-energy building under low-temperature district heating: A deep reinforcement learning approach, Applied Energy, Volume 378, Part A, 2025, 124780, ISSN 0306-2619, https://doi.org/10.1016/j.apenergy.2024.124780. [Open Access]

Download

A. Villamarín-Jácome, R. Moreno, M. Panteli, M. Noebels, E. A. M. Ceseña and R. Preece, “Optimizing Network Expansion and Battery Storage to Mitigate Cascading Outages via Detailed System Failures Simulations,” in IEEE Access, vol. 13, pp. 81462-81473, 2025, doi: 10.1109/ACCESS.2025.3567436. [Open Access]

Download

Janošević, K., Prešić, A., Presic, D., Simić, P., Vidaković, J., Petrović, P., Tirnanić, S., Popović, M., & Batic, M. (2025, August 7). Improvement of outage planning coordination using software solution developed within R2D2 project / Unapređenje koordinacije planiranja isključenja korišćenjem softverskog rešenja razvijenog u okviru R2D2 projekta. 37. Session of CIGRE Serbia, Kopaonik, Republic of Serbia. https://doi.org/10.5281/zenodo.16759804  [Open Access]

Download

Chutian Su, Yi Wang, Dawei Qiu, Goran Strbac,Coordinated electric vehicle control in distribution networks towards multi-service provisions: A transformer learning-based risk management strategy,Energy Conversion and Management,Volume 343, 2025, 120110, ISSN 0196-8904, https://doi.org/10.1016/j.enconman.2025.120110. [Open Access]

Download

Chutian Su, Yi Wang, Goran Strbac, Coordinated electric vehicles dispatch for multi-service provisions: A comprehensive review of modelling and coordination approaches, Renewable and Sustainable Energy Reviews, Volume 223, 2025, 115977, ISSN 1364-0321, https://doi.org/10.1016/j.rser.2025.115977. [Open Access]

Download

Marios Shimillas, Balaji V. Venkatasubramanian, Nikos Hatziargyriou, Mathaios Panteli, Anticipatory distribution network reconfiguration: A decision-support framework for networked microgrids formation and energy management, Sustainable Energy, Grids and Networks, Volume 43,2025, 101804, ISSN 2352-4677, https://doi.org/10.1016/j.segan.2025.101804. [Non- Open Access]

Download
Find more R2D2 publications on

Sign up to our newsletter


Reliability, Resilience and Defensetechnology for the grid

Disclaimer

R²D² is co-funded by the EU under the LCE Policy Support Programme (HORIZON-CL5-2021) as part of the Competitiveness and Innovation Framework Programme (grant agreement No 101075714). The content of this website reflects solely the views of its authors. The European Commission is not liable for any use that may be made of the information contained therein. The R²D² consortium members shall have no liability for damages of any kind that may result from the use of these materials.

Funded by the European Union. Views and opinions expressed are however those of the author(s) only and do not necessarily reflect those of the European Union. Neither the European Union nor the granting authority can be held responsible for them. Horizon Europe - Grant agreement Nº 101075714.


Disclaimer | ©2022 R²D². All Rights Reserved

Privacy Preference Center