Smart Buildings / Smart Grid

  • de Araujo Passos L. A., van den Engel P., Baldi S.(*), and De Schutter B., “Dynamic optimization for indoor heating and cooling with latent heat storage, heat recovery, natural ventilation and solar shadings”, Energy Conversion and Management, Vol. 276, art. 116573, 2023. doi:10.1016/j.enconman.2022.116573
  • de Araujo Passos L. A., Ceha T. J., Baldi S.(*), and De Schutter B., “Model predictive control of a thermal chimney and dynamic solar shades for an all-glass facades building”, Energy, Vol. 264, art. 126177, 2023. doi:10.1016/j.energy.2022.126177
  • Patel A.(1), Roy S.(1), and Baldi S.(*), “Wide-area damping control resilience towards cyber-attacks: a dynamic loop approach”, IEEE Transactions on Smart Grid, Vol. 12(4), pp. 3438-3447, 2021. doi:10.1109/TSG.2021.3055222
  • Tao T., Roy S., and Baldi S.(*), “Stable adaptation in multi-area load frequency control under dynamically-changing topologies”, IEEE Transactions on Power Systems, Vol. 36(4), pp. 2946-2956, 2021. doi:10.1109/TPWRS.2020.3044436
  • Dai P., Yu W.(*), Wen G., and Baldi S., “Distributed reinforcement learning algorithm for dynamic economic dispatch with unknown generation cost functions”, IEEE Transactions on Industrial Informatics, Vol. 16(4), pp. 2258-2267, 2020. doi:10.1109/TII.2019.2933443
  • Baldi S.(*), Zhang F., Le Quang T., Endel P., and Holub O., “Passive versus active learning in operation and adaptive maintenance of Heating, Ventilation, and Air Conditioning”. Applied Energy, Vol. 252, art. 113478, 2019. doi:10.1016/j.apenergy.2019.113478
  • Baldi S.(*), Korkas C., Lv M., and Kosmatopoulos E. B., “Automating occupant-building interaction via smart zoning of thermostatic loads: a switched self-tuning approach”. Applied Energy, Vol. 231, pp. 1246-1258, 2018. Special Issue: Energy Cyber Physical Systems (eCPS). doi:10.1016/j.apenergy.2018.09.188
  • Satyavada H. and Baldi S.(*), “Monitoring energy efficiency of condensing boilers via hybrid first-principle modelling and estimation”. Energy, Vol. 142, pp. 121-129, 2018. doi:10.1016/j.energy.2017.09.124
  • Korkas C.(*), Baldi S., Yuan S., and Kosmatopoulos E. B., “An adaptive learning-based approach for nearly-optimal dynamic charging of electric vehicle fleets”. IEEE Transactions on Intelligent Transportation Systems, Vol. 19(7), pp. 2066-2075, 2018. doi:10.1109/TITS.2017.2737477
  • Baldi S.(*), Le Quang T., Holub, O., and Endel P. “Real-time monitoring energy efficiency and performance degradation of condensing boilers”. Energy Conversion and Management, Vol. 136, pp. 329-339, 2017. doi:10.1016/j.enconman.2017.01.016
  • Baldi S.(*), Yuan S., Endel P., and Holub, O., “Dual estimation: constructing building energy models from data sampled at low rate”. Applied Energy, Vol. 169, pp. 81-92, 2016. doi:10.1016/j.apenergy.2016.02.019
  • Korkas C.(*), Baldi S., Michailidis I., and Kosmatopoulos E. B., “Occupancy-based demand response and thermal comfort optimization in microgrids with renewable energy sources and storage”. Applied Energy, Vol. 163, pp. 93-104, 2016. doi:10.1016/j.apenergy.2015.10.140
  • Michailidis I., Baldi S.(*), Kosmatopoulos E. B., Pichler M. F. and Santiago, J. R. “Proactive control for solar energy exploitation: a German highinertia building case study”. Applied Energy, Vol. 155, pp. 409-420, 2015. doi:10.1016/j.apenergy.2015.06.033
  • Baldi S.(*), Karagevrekis A., Michailidis I., and Kosmatopoulos E. B., “Joint energy demand and thermal comfort optimization in photovoltaic-equipped interconnected microgrids”. Energy Conversion and Management, Vol. 101, pp. 352-363, 2015. doi:10.1016/j.enconman.2015.05.049
  • Baldi S.(*1), Michailidis I.(1), Ravanis C., and Kosmatopoulos E. B., “Model-based and model-free “plug-and-play” building energy efficient control”. Applied Energy, Vol. 154, pp. 829-841, 2015. doi:10.1016/j.apenergy.2015.05.081
  • Korkas C.(*), Baldi S., Michailidis I., and Kosmatopoulos E. B., “Intelligent energy and thermal comfort management in grid-connected microgrids with heterogeneous occupancy schedule”. Applied Energy, Vol. 149, pp. 194-203, 2015. doi:10.1016/j.apenergy.2015.01.145