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  • 2023

    End-to-End Learning with Multiple Modalities for System-Optimised Renewables Nowcasting

    Vohra, R., Rajaei, A. & Cremer, J. L., 2023, Proceedings of the 2023 IEEE Belgrade PowerTech. Piscataway: IEEE, p. 1-8 8 p. (2023 IEEE Belgrade PowerTech, PowerTech 2023).

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

    Open Access
    File
    1 Citation (Scopus)
    14 Downloads (Pure)
  • Exploring Operational Flexibility of Active Distribution Networks with Low Observability

    Chrysostomou, D., Torres, J. L. R. & Cremer, J. L., 2023, Proceedings of the 2023 IEEE Belgrade PowerTech. Piscataway: IEEE, p. 1-6 6 p. (2023 IEEE Belgrade PowerTech, PowerTech 2023).

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

    Open Access
    File
    24 Downloads (Pure)
  • MARL-iDR: Multi-Agent Reinforcement Learning for Incentive-Based Residential Demand Response

    van Tilburg, J., Siebert, L. C. & Cremer, J. L., 2023, Proceedings of the 2023 IEEE Belgrade PowerTech. Piscataway: IEEE, p. 1-8 8 p. (2023 IEEE Belgrade PowerTech, PowerTech 2023).

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

    Open Access
    File
    21 Downloads (Pure)
  • Regularised Learning with Selected Physics for Power System Dynamics

    Xie, H., Bellizio, F., Cremer, J. L. & Strbac, G., 2023, 2023 IEEE Belgrade PowerTech, PowerTech 2023. IEEE, 7 p. (2023 IEEE Belgrade PowerTech, PowerTech 2023).

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

    Open Access
    File
    22 Downloads (Pure)
  • 2019

    Day-Ahead Scheduling of Electric Heat Pumps for Peak Shaving in Distribution Grids

    Pau, M., Cremer, J. L., Ponci, F. & Monti, A., 2019, Smart Cities, Green Technologies, and Intelligent Transport Systems - 6th International Conference, SMARTGREENS 2017, and 3rd International Conference, VEHITS 2017, Revised Selected Papers. Klein, C., Pascoal, A., Donnellan, B., Gusikhin, O. & Helfert, M. (eds.). Springer, p. 27-51 25 p. (Communications in Computer and Information Science; vol. 921).

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

    1 Citation (Scopus)
  • Optimized Operation Rules for Imbalanced Classes

    Cremer, J. L., Konstantelos, I. & Strbac, G., 2019, 2019 IEEE Power and Energy Society General Meeting, PESGM 2019. IEEE, 8973670. (IEEE Power and Energy Society General Meeting; vol. 2019-August).

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

    1 Citation (Scopus)
  • 2018

    Sample-Derived Disjunctive Rules for Secure Power System Operation

    Cremer, J. L., Konstantelos, I., Strbac, G. & Tindemans, S. H., 2018, 2018 International Conference on Probabilistic Methods Applied to Power Systems, PMAPS 2018: Conference Proceedings. Piscataway, NJ: IEEE, p. 1-6 6 p. 8440373

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

    Open Access
    File
    9 Citations (Scopus)
    56 Downloads (Pure)
  • 2017

    Impact of customers flexibility in heat pumps scheduling for demand side management

    Pau, M., Cremer, J. L., Ponci, F. & Monti, A., 2017, Conference Proceedings - 2017 17th IEEE International Conference on Environment and Electrical Engineering and 2017 1st IEEE Industrial and Commercial Power Systems Europe, EEEIC / I and CPS Europe 2017. IEEE, 7977681. (Conference Proceedings - 2017 17th IEEE International Conference on Environment and Electrical Engineering and 2017 1st IEEE Industrial and Commercial Power Systems Europe, EEEIC / I and CPS Europe 2017).

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

    12 Citations (Scopus)
  • Optimal scheduling of heat pumps for power peak shaving and customers thermal comfort

    Cremer, J. L., Pau, M., Ponci, F. & Monti, A., 2017, SMARTGREENS 2017 - Proceedings of the 6th International Conference on Smart Cities and Green ICT Systems. Helfert, M., Klein, C. & Donnellan, B. (eds.). SciTePress, p. 23-34 12 p. (SMARTGREENS 2017 - Proceedings of the 6th International Conference on Smart Cities and Green ICT Systems).

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

    13 Citations (Scopus)