Items where Author is "Apostolopoulou, D."
Deihim, A. 
ORCID: 0000-0003-3433-2954, Apostolopoulou, D. ORCID: 0000-0002-9012-9910 & Alonso, E. ORCID: 0000-0002-3306-695X (2024).
Initial estimate of AC optimal power flow with graph neural networks.
Electric Power Systems Research, 234,
article number 110782.
doi: 10.1016/j.epsr.2024.110782
Azad, D., Apostolopoulou, D. ORCID: 0000-0002-9012-9910 & Alonso, E. ORCID: 0000-0002-3306-695X (2024).
Initial Estimate of AC Optimal Power Flow with Graph Neural Networks.
Paper presented at the Power Systems Computation Conference (PSCC'24), 4-7 Jun 2024, Paris.
Shering, T., Alonso, E. ORCID: 0000-0002-3306-695X & Apostolopoulou, D. (2024).
Investigation of electricity demand, solar and wind generation as target variables in LSTM time series forecasting, using exogenous weather variables.
Energies, 17(8),
article number 1827.
doi: 10.3390/en17081827
Deihim, A., Alonso, E. ORCID: 0000-0002-3306-695X & Apostolopoulou, D. ORCID: 0000-0002-9012-9910 (2023).
STTRE: A Spatio-Temporal Transformer with Relative Embeddings for Multivariate Time Series Forecasting.
Neural Networks, 168,
pp. 549-559.
doi: 10.1016/j.neunet.2023.09.039
Abuhaiba, A. ORCID: 0009-0008-4076-4888, Assadi, M., Apostolopoulou, D. ORCID: 0000-0002-9012-9910 , Al-Zaili, J. ORCID: 0000-0003-4072-2107 & Sayma, A. I. ORCID: 0000-0003-2315-0004 (2023).
Power Transmission and Control in Microturbines’ Electronics: A Review.
Energies, 16(9),
article number 3901.
doi: 10.3390/en16093901
Deakin, M., Morstyn, T., Apostolopoulou, D. ORCID: 0000-0002-9012-9910 & McCulloch, M. D. (2022).
Voltage control loss factors for quantifying DG reactive power control impacts on losses and curtailment.
IET Generation, Transmission and Distribution, 16(10),
pp. 2049-2062.
doi: 10.1049/gtd2.12413
Apostolopoulou, D. ORCID: 0000-0002-9012-9910, Poudineh, R. & Sen, A. (2021).
Distributed Optimal Power Flow for Unbalanced Radial Systems with Time-varying Communication.
In:
2021 IEEE Power & Energy Society General Meeting (PESGM).
IEEE Power and Energy Society General Meeting 2021, 25 -29 Jun 2021, Virtual.
doi: 10.1109/PESGM46819.2021.9638227
Najibi, F. ORCID: 0000-0002-2866-623X, Apostolopoulou, D. ORCID: 0000-0002-9012-9910 & Alonso, E. ORCID: 0000-0002-3306-695X (2021).
Gaussian Process Regression for Probabilistic Short-term Solar Output Forecast.
International Journal of Electrical Power and Energy Systems, 130,
article number 106916.
doi: 10.1016/j.ijepes.2021.106916
Rozada, S., Apostolopoulou, D. & Alonso, E. ORCID: 0000-0002-3306-695X (2021).
Deep Multi-Agent Reinforcement Learning for Cost Efficient Distributed LoadFrequency Control.
IET Energy Systems Integration, 3(3),
pp. 327-343.
doi: 10.1049/esi2.12030
Najibi, F. ORCID: 0000-0002-2866-623X, Apostolopoulou, D. ORCID: 0000-0002-9012-9910 & Alonso, E. ORCID: 0000-0002-3306-695X (2021).
Clustering Sensitivity Analysis for Gaussian Process Regression Based Solar Output Forecast.
In:
2021 IEEE Madrid PowerTech.
IEEE PowerTech Conference, 28 Jun - 2 Jul 2021, Madrid, Spain.
doi: 10.1109/PowerTech46648.2021.9495007
Mello, F., Apostolopoulou, D. ORCID: 0000-0002-9012-9910 & Alonso, E. ORCID: 0000-0002-3306-695X (2021).
Cost Efficient Distributed Load Frequency Control in Power Systems.
In:
IFAC-PapersOnLine.
21st IFAC World Congress, 12-17 Jul 2020, Berlin, Germany.
doi: 10.1016/j.ifacol.2020.12.2236
Najibi, F. ORCID: 0000-0002-2866-623X, Apostolopoulou, D. ORCID: 0000-0002-9012-9910 & Alonso, E. ORCID: 0000-0002-3306-695X (2021).
Enhanced Performance Gaussian Process Regression for Probabilistic Short-term Solar Output Forecast.
International Journal of Electrical Power and Energy Systems, 130(106916),
article number 106916.
doi: 10.1016/j.ijepes.2021.106916
Najibi, F. ORCID: 0000-0002-2866-623X, Apostolopoulou, D. ORCID: 0000-0002-9012-9910 & Alonso, E. ORCID: 0000-0002-3306-695X (2021).
TSO-DSO Coordination Schemes to Facilitate Distributed Resources Integration.
Sustainability, 13(14),
article number 7832.
doi: 10.3390/su13147832
Toubeau, J. F., Morstyn, T., Bottieau, J. , Zheng, K., Apostolopoulou, D. ORCID: 0000-0002-9012-9910, De Greve, Z., Wang, Y. & Vallee, F. C. (2020).
Capturing Spatio-Temporal Dependencies in the Probabilistic Forecasting of Distribution Locational Marginal Prices.
IEEE Transactions on Smart Grid, 12(3),
pp. 2663-2674.
doi: 10.1109/tsg.2020.3047863
Rozada, S., Apostolopoulou, D. ORCID: 0000-0002-9012-9910 & Alonso, E. ORCID: 0000-0002-3306-695X (2020).
Load Frequency Control: A Deep Multi-Agent Reinforcement Learning Approach.
In:
2020 IEEE Power & Energy Society General Meeting (PESGM).
2020 IEEE PES General Meeting, 2-6 Aug 2020, Montreal, Canada.
doi: 10.1109/PESGM41954.2020.9281614
Deakin, M., Crozier, C., Apostolopoulou, D. ORCID: 0000-0002-9012-9910 , Morstyn, T. & McCulloch, M. (2020).
Stochastic Hosting Capacity in LV Distribution Networks.
In:
2019 IEEE Power & Energy Society General Meeting (PESGM).
2019 IEEE PES General Meeting, 04 - 08 Aug 2019, Atlanta, GA, USA.
doi: 10.1109/PESGM40551.2019.8973688
Apostolopoulou, D. ORCID: 0000-0002-9012-9910 & McCulloch, M. (2019).
Optimal Short-term Operation of a Cascaded Hydro-Solar Hybrid System: a Case Study in Kenya.
IEEE Transactions on Sustainable Energy, 10(4),
pp. 1878-1889.
doi: 10.1109/tste.2018.2874810
Crozier, C., Apostolopoulou, D. ORCID: 0000-0002-9012-9910 & McCulloch, M. (2018).
Mitigating the Impact of Personal Vehicle Electrification: a Power Generation Perspective.
Energy Policy, 118,
pp. 474-481.
doi: 10.1016/j.enpol.2018.03.056
Apostolopoulou, D. ORCID: 0000-0002-9012-9910, De Greve, Z. & McCulloch, M. (2018).
Robust Optimisation for Hydroelectric System Operation under Uncertainty.
IEEE Transactions on Power Systems, 33(3),
pp. 3337-3348.
doi: 10.1109/tpwrs.2018.2807794
Crozier, C., Apostolopoulou, D. ORCID: 0000-0002-9012-9910 & McCulloch, M. (2018).
Clustering of Usage Profiles for Electric Vehicle Behaviour Analysis.
In:
2018 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT-Europe).
2018 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT-Europe), 21-25 Oct 2018, Sarajevo, Bosnia and Herzegovina.
Najibi, F., Alonso, E. ORCID: 0000-0002-3306-695X & Apostolopoulou, D. ORCID: 0000-0002-9012-9910 (2018).
Optimal Dispatch of Pumped Storage Hydro Cascade under Uncertainty.
In:
2018 UKACC 12th International Conference on Control (CONTROL).
Control 2018 – 12th International UKACC Conference on Control, 05 - 07 September 2018, Sheffield, UK.
Deakin, M., Morstyn, T., Apostolopoulou, D. ORCID: 0000-0002-9012-9910 & McCulloch, M. (2018).
The Value of Reactive Power for Voltage Control in Lossy Networks.
2018 IEEE Power & Energy Society General Meeting (PESGM),
doi: 10.1109/PESGM.2018.8586256
Elombo, A., Morstyn, T., Apostolopoulou, D. ORCID: 0000-0002-9012-9910 & McCulloch, M. D. (2017).
Residential Load Variability and Diversity at Different Sampling Time and Aggregation Scales.
2017 IEEE AFRICON,
pp. 1331-1336.
doi: 10.1109/AFRCON.2017.8095675
Apostolopoulou, D. ORCID: 0000-0002-9012-9910 & McCulloch, M. (2017).
Cascade Hydroelectric Power System Model and its Application to an Optimal Dispatch Design.
Paper presented at the IREP’2017 - 10th Bulk Power Systems Dynamics and Control Symposium, 27 Aug - 1 Sep 2017, Espinho, Portugal.
Apostolopoulou, D. ORCID: 0000-0002-9012-9910, Sauer, P. W. & Dominguez-Garcia, A. D. (2016).
Balancing Authority Area Model and its Application to the Design of Adaptive AGC Systems.
IEEE Transactions on Power Systems, 31(5),
pp. 3756-3764.
doi: 10.1109/tpwrs.2015.2506181
Apostolopoulou, D. ORCID: 0000-0002-9012-9910, Dominguez-Garcia, A. D. & Sauer, P. W. (2016).
An Assessment of the Impact of Uncertainty on Automatic Generation Control Systems.
IEEE Transactions on Power Systems, 31(4),
pp. 2657-2665.
doi: 10.1109/tpwrs.2015.2475415
Apostolopoulou, D. ORCID: 0000-0002-9012-9910, Anastasopoulos, K. & Bahramirad, S. (2016).
Effects of Solar and Wind Generation Integration on Feeder Hosting Capacity.
Transmission and Distribution Conference and Exposition (T&D), 2016 IEEE/PES, 2016,
article number 7520022.
doi: 10.1109/TDC.2016.7520022
Apostolopoulou, D. ORCID: 0000-0002-9012-9910, Sauer, P. W. & Dominguez-Garcia, A. D. (2015).
Balancing Authority Area Coordination with Limited Exchange of Information.
Paper presented at the 2015 IEEE Power & Energy Society General Meeting, 26-30 Jul 2015, Denver, USA.
Apostolopoulou, D. ORCID: 0000-0002-9012-9910, Sauer, P. W. & Dominguez-Garcia, A. D. (2014).
Automatic Generation Control and its Implementation in Real Time.
Paper presented at the 47th Hawaii International Conference on System Sciences (HICSS), 6-9 Jan 2014, Hawaii, USA.
doi: 10.1109/HICSS.2014.307