Machine learning based integrated feature selection approach for improved electricity demand forecasting in decentralized energy systems AT Eseye, M Lehtonen, T Tukia, S Uimonen, RJ Millar IEEE Access 7, 91463-91475, 2019 | 105 | 2019 |
Optimal energy trading for renewable energy integrated building microgrids containing electric vehicles and energy storage batteries AT Eseye, M Lehtonen, T Tukia, S Uimonen, RJ Millar IEEE Access 7, 106092-106101, 2019 | 87 | 2019 |
Impact of MV connected microgrids on MV distribution planning RJ Millar, S Kazemi, M Lehtonen, E Saarijarvi IEEE Transactions on Smart Grid 3 (4), 2100-2108, 2012 | 77 | 2012 |
A statistical model for hourly large-scale wind and photovoltaic generation in new locations J Ekström, M Koivisto, I Mellin, RJ Millar, M Lehtonen IEEE Transactions on Sustainable Energy 8 (4), 1383-1393, 2017 | 61 | 2017 |
Unlocking distribution network capacity through real-time thermal rating for high penetration of DGs MZ Degefa, M Humayun, A Safdarian, M Koivisto, RJ Millar, M Lehtonen Electric Power Systems Research 117, 36-46, 2014 | 58 | 2014 |
Thermoelectric applications for energy harvesting in domestic applications and micro-production units. Part I: Thermoelectric concepts, domestic boilers and biomass stoves L Kütt, J Millar, A Karttunen, M Lehtonen, M Karppinen Renewable and Sustainable Energy Reviews 98, 519-544, 2018 | 47 | 2018 |
Optimal voltage control strategies for day-ahead active distribution network operation MZ Degefa, M Lehtonen, RJ Millar, A Alahäivälä, E Saarijärvi Electric Power Systems Research 127, 41-52, 2015 | 46 | 2015 |
Reliability-oriented electricity distribution system switch and tie line optimization M Jooshaki, S Karimi-Arpanahi, M Lehtonen, RJ Millar, ... IEEE Access 8, 130967-130978, 2020 | 40 | 2020 |
A statistical approach for hourly photovoltaic power generation modeling with generation locations without measured data J Ekström, M Koivisto, J Millar, I Mellin, M Lehtonen Solar Energy 132, 173-187, 2016 | 39 | 2016 |
Travel activity based stochastic modelling of load and charging state of electric vehicles MN Iqbal, L Kütt, M Lehtonen, RJ Millar, V Püvi, A Rassõlkin, ... Sustainability 13 (3), 1550, 2021 | 38 | 2021 |
A robust framework for cable rating and temperature monitoring RJ Millar, M Lehtonen IEEE transactions on power delivery 21 (1), 313-321, 2005 | 37 | 2005 |
Wind speed modeling using a vector autoregressive process with a time-dependent intercept term M Koivisto, J Seppänen, I Mellin, J Ekström, J Millar, I Mammarella, ... International Journal of Electrical Power & Energy Systems 77, 91-99, 2016 | 34 | 2016 |
Assessment of large scale wind power generation with new generation locations without measurement data J Ekström, M Koivisto, I Mellin, J Millar, E Saarijärvi, L Haarla Renewable Energy 83, 362-374, 2015 | 34 | 2015 |
Comparison of air-gap thermal models for MV power cables inside unfilled conduit MZ Degefa, M Lehtonen, RJ Millar IEEE transactions on power delivery 27 (3), 1662-1669, 2012 | 31 | 2012 |
Adaptive predictor subset selection strategy for enhanced forecasting of distributed PV power generation AT Eseye, M Lehtonen, T Tukia, S Uimonen, RJ Millar IEEE Access 7, 90652-90665, 2019 | 28 | 2019 |
Electricity distribution system switch optimization under incentive reliability scheme M Jooshaki, S Karimi-Arpanahi, M Lehtonen, RJ Millar, ... IEEE Access 8, 93455-93463, 2020 | 27 | 2020 |
A statistical model for comparing future wind power scenarios with varying geographical distribution of installed generation capacity M Koivisto, J Ekström, J Seppänen, I Mellin, J Millar, L Haarla Wind Energy 19 (4), 665-679, 2016 | 26 | 2016 |
An MILP model for optimal placement of sectionalizing switches and tie lines in distribution networks with complex topologies M Jooshaki, S Karimi-Arpanahi, M Lehtonen, RJ Millar, ... IEEE transactions on smart grid 12 (6), 4740-4751, 2021 | 24 | 2021 |
Dynamic thermal modeling of mv/lv prefabricated substations MZ Degefa, RJ Millar, M Lehtonen, P Hyvönen IEEE transactions on power delivery 29 (2), 786-793, 2013 | 24 | 2013 |
Electricity distribution network planning algorithm based on efficient initial and radial-to-full network conversion RJ Millar, E Saarijärvi, M Lehtonen, M Hyvärinen, J Niskanen, ... International Review of Electrical Engineering: IREE 8 (3), 2013 | 24 | 2013 |