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John Millar
John Millar
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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
992019
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
852019
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
762012
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
602017
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
582014
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
462015
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
452018
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
392020
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
382016
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
372021
A robust framework for cable rating and temperature monitoring
RJ Millar, M Lehtonen
IEEE transactions on power delivery 21 (1), 313-321, 2005
362005
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
332015
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
312016
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
312012
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
302019
Electricity distribution system switch optimization under incentive reliability scheme
M Jooshaki, S Karimi-Arpanahi, M Lehtonen, RJ Millar, ...
IEEE Access 8, 93455-93463, 2020
262020
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
262016
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
242013
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
232013
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
222021
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Artículos 1–20