• Maarintie 8

20012020

Research output per year

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Research Output

  • 38 Conference contribution
  • 29 Article
  • 3 Working paper
2020

Electricity distribution system switch optimization under incentive reliability scheme

Jooshaki, M., Karimi-Arpanahi, S., Lehtonen, M., Millar, R. J. & Fotuhi-Firuzabad, M., 1 Jan 2020, In : IEEE Access. 8, p. 93455-93463 9 p., 9095280.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
1 Citation (Scopus)
12 Downloads (Pure)

Reliability-Oriented Electricity Distribution System Switch and Tie Line Optimization

Jooshaki, M., Karimi-Arpanahi, S., Lehtonen, M., Millar, R. & Fotuhi-Firuzabad, M., 2020, In : IEEE Access. 8, p. 130967-130978 12 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
8 Downloads (Pure)
2019

Adaptive Predictor Subset Selection Strategy for Enhanced Forecasting of Distributed PV Power Generation

Eseye, A. T., Lehtonen, M., Tukia, T., Uimonen, S. & John Millar, R., 1 Jan 2019, In : IEEE Access. 7, p. 90652-90665 14 p., 8755846.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
2 Citations (Scopus)
84 Downloads (Pure)

Bolstering the Structure of Stand-alone Microgrids through Demand Side Management

Kumar, D., Lehtonen, M. & Millar, R. J., 15 May 2019, 2019 IEEE PES GTD Grand International Conference and Exposition Asia, GTD Asia 2019. IEEE, p. 108-113 6 p. 8715855

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Open Access
File
1 Citation (Scopus)
99 Downloads (Pure)

Day-ahead Prediction of Building District Heat Demand for Smart Energy Management and Automation in Decentralized Energy Systems

Eseye, A. T., Lehtonen, M., Tukia, T., Uimonen, S. & Millar, R. J., 2019, Proceedings of the 17th IEEE International Conference on Industrial Informatics, INDIN 2019: Industrial Applications of Artificial Intelligence. IEEE, p. 1694-1699 6 p. (IEEE International Conference on Industrial Informatics).

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Open Access
File
65 Downloads (Pure)
Open Access

Effective Input Dataset Identification Methodology for Accurate Prediction of Local PV Power Production

Eseye, A. T., Lehtonen, M., Tukia, T., Uimonen, S. & Millar, R., 2019, Proceedings of the IEEE PES Europe Conference on Innovative Smart Grid Technologies, ISGT-Europe 2019. IEEE, 5 p. (IEEE PES Innovative Smart Grid Technologies Conference Europe).

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Open Access
File
46 Downloads (Pure)

Efficient Feature Selection Strategy for Accurate Electricity Demand Forecasting

Eseye, A. T., Lehtonen, M., Tukia, T., Uimonen, S. & Millar, R., 2019, Proceedings of the IEEE PES Europe Conference on Innovative Smart Grid Technologies, ISGT-Europe 2019. IEEE, 5 p. (IEEE PES Innovative Smart Grid Technologies Conference Europe).

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Open Access
File
52 Downloads (Pure)

Endowing a configurable and computationally light underground cable temperature prediction algorithm with real-time rating capabilities

Millar, J. & Lehtonen, M., 2019, 10th International Conference on Power Insulated Cables, JICABLE'19 . Jicable, 5 p. C7-3

Research output: Chapter in Book/Report/Conference proceedingConference contributionProfessional

Exploiting Flexibility of Renewable Energy Integrated Buildings for Optimal Day-ahead and Real-time Power Bidding Considering Batteries and EVs as Demand Response Resources

Eseye, A. T., Lehtonen, M., Tukia, T., Uimonen, S. & Millar, R. J., 2019, Proceedings of the 16th International Conference on the European Energy Market, EEM 2019. IEEE, 6 p. (International Conference on the European Energy Market).

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Open Access
File
58 Downloads (Pure)

Impact of voltage and network losses on conductor sizing and topology of MV networks with high penetration of renewable energy resources

Millar, J., Saarijärvi, E., Müller, U., Fettke, S. & Filler, M., Jun 2019, Proceedings of the 25th International Conference on Electricity Distribution, CIRED 2019. Institution of Engineering and Technology, 5 p. 949

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Open Access
File
3 Downloads (Pure)

Machine learning based integrated feature selection approach for improved electricity demand forecasting in decentralized energy systems

Eseye, A. T., Lehtonen, M., Tukia, T., Uimonen, S. & Millar, R. J., 1 Jan 2019, In : IEEE Access. 7, p. 91463-91475 13 p., 8744520.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
8 Citations (Scopus)
80 Downloads (Pure)

Optimal Energy Trading for Renewable Energy Integrated Building Microgrids Containing Electric Vehicles and Energy Storage Batteries

Eseye, A. T., Lehtonen, M., Tukia, T., Uimonen, S. & Millar, R. J., 1 Jan 2019, In : IEEE Access. 7, p. 106092-106101 10 p., 8784041.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
5 Citations (Scopus)
112 Downloads (Pure)

Short-term Forecasting of Electricity Consumption in Buildings for Efficient and Optimal Distributed Energy Management

Eseye, A. T., Lehtonen, M., Tukia, T., Uimonen, S. & Millar, R. J., 2019, Proceedings of the 17th IEEE International Conference on Industrial Informatics, INDIN 2019: Industrial Applications of Artificial Intelligence. IEEE, p. 1103-1110 8 p. (IEEE International Conference on Industrial Informatics).

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Open Access
File
2 Citations (Scopus)
57 Downloads (Pure)

To grid or not to grid: Viability of standalone distribution networks in the far north

Nurmi, T., Karhu, P., Leppänen, E., Herranen, S., Holopainen, P., Kalabin, S., Koimaki, K., Luoma-Aho, J., Salmivesi, I., Tammi, J., Vidjeskog, M. & Millar, J., 4 Mar 2019, Proceedings of the 2018 IEEE 59th Annual International Scientific Conference on Power and Electrical Engineering of Riga Technical University, RTUCON 2018. IEEE, 8659874

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

2018

A Framework to Split the Benefits of DR between Wind Integration and Network Management

Ali, M., Millar, R. J. & Lehtonen, M., 2018, In : IEEE Transactions on Power Systems. 33, 2, p. 1443-1450

Research output: Contribution to journalArticleScientificpeer-review

1 Citation (Scopus)

A Statistical Modeling Methodology for Long-Term Wind Generation and Power Ramp Simulations in New Generation Locations

Ekström, J., Koivisto, M., Mellin, I., Millar, R. & Lehtonen, M., 14 Sep 2018, In : Energies. 11, 9, 18 p., 2442.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
3 Citations (Scopus)
124 Downloads (Pure)
2017

A Statistical Model for Hourly Large-Scale Wind and Photovoltaic Generation in New Locations

Ekström, J., Koivisto, M., Mellin, I., Millar, R. & Lehtonen, M., 15 Mar 2017, In : IEEE Transactions on Sustainable Energy. 8, 4, p. 1383 - 1393

Research output: Contribution to journalArticleScientificpeer-review

23 Citations (Scopus)

Block-Layer Reliability Method for Distribution Systems under Various Operating Scenarios

de Oliveira e Sousa, B., Humayun, M., Pihkala, A., Millar, R. & Lehtonen, M., 1 Mar 2017, In : IEEE Transactions on Power Systems. 32, 2, p. 978-988 11 p., 7501823.

Research output: Contribution to journalArticleScientificpeer-review

1 Citation (Scopus)

Probabilistic prosumer node modeling for estimating planning parameters in distribution networks with renewable energy sources

Millar, R. J., Ekström, J., Lehtonen, M., Koivisto, M., Saarijärvi, E. & Degefa, M., 2017, Proceedings of the 58th IEEE International Scientific Conference on Power and Electrical Engineering of Riga Technical University, RTUCON 2017. IEEE, 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Open Access
File
2 Citations (Scopus)
126 Downloads (Pure)

Statistical wind direction modeling for the analysis of large scale wind power generation

Koivisto, M., Ekström, J., Mellin, I., Millar, R. & Lehtonen, M., 15 Mar 2017, In : Wind Energy. 20, p. 677-694

Research output: Contribution to journalArticleScientificpeer-review

6 Citations (Scopus)
2016

A statistical approach for hourly photovoltaic power generation modeling with generation locations without measured data

Ekström, J., Koivisto, M., Millar, J., Mellin, I. & Lehtonen, M., 1 Jul 2016, In : Solar Energy. 132, p. 173-187 15 p.

Research output: Contribution to journalArticleScientificpeer-review

20 Citations (Scopus)

A statistical model for comparing future wind power scenarios with varying geographical distribution of installed generation capacity

Koivisto, M., Ekström, J., Seppänen, J., Mellin, I., Millar, R. & Haarla, L., 1 Apr 2016, In : Wind Energy. 19, 4, p. 665-679 15 p.

Research output: Contribution to journalArticleScientificpeer-review

13 Citations (Scopus)

Improving working life competencies in a project work course - self assessment as a tool to improve self-confidence

Keltikangas, K., Pinho, P., Belahcen, A., Vuorinen, V., Oksanen, T., Forsman, P. & Millar, J., 2016, SEFI Annual Conference: Engineering Education on Top of the World: Industry University Cooperation. SEFI, 12 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Wind speed modeling using a vector autoregressive process with a time-dependent intercept term

Koivisto, M., Seppänen, J., Mellin, I., Ekström, J., Millar, R., Mammarella, I., Komppula, M. & Lehtonen, M., 1 May 2016, In : International Journal of Electrical Power and Energy Systems. 77, p. 91-99 9 p.

Research output: Contribution to journalArticleScientificpeer-review

15 Citations (Scopus)
2015

Assessment of large scale wind power generation with new generation locations without measurement data

Ekström, J., Koivisto, M., Mellin, I., Millar, J., Saarijärvi, E. & Haarla, L., 2015, In : Renewable Energy. 83, p. 362-374

Research output: Contribution to journalArticleScientificpeer-review

17 Citations (Scopus)

Computationally light two-zone moisture migration modelling for underground cables critical temperature vs. critical heat flux

Millar, R. J., Degefa, M., Lehtonen, M., Ekström, J. & Brakelmann, H., 2015, 9th International Conference on Insulated Power Cables (Jicable'15), Versailles, France, 21-25 June, 2015.

Research output: Chapter in Book/Report/Conference proceedingConference contributionProfessional

Impact of Primary Substation and HV Faults on Suburban MV Network Topology and Total Costs

Millar, R. J., de Oliveira e Sousa, B. J., Lehtonen, M., Pihkala, A. & Saarijärvi, E., 2015, 5th International Conference on Power Engineering, Energy and Electrical Drives (POWERENG 2015), Riga, Latvia, May 11-13, 2015. p. 6

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Influence of voltage sags and outage costs on realistic radial and backed-up 20-kV rural and urban networks

de Oliveira e Sousa, B. J., Millar, R. J. & Lehtonen, M., 2015, IEEE AFRICON 2015 Addis Ababa, Ethiopia 14-17 September 2015.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Layered reliability assessment of a typical Finnish medium voltage network under multiple weather and load scenarios

de Oliveira e Sousa, B. J., Millar, R. J., Pihkala, A. & Lehtonen, M., 2015, 23rd International Conference and Exhibition on Electricity DistributionLyon, France15-18 June, 2015. p. 5

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Optimal voltage control strategies for day-ahead active distribution network operation

Degefa, M. Z., Lehtonen, M., Millar, R. J., Alahäivälä, A. & Saarijärvi, E., Oct 2015, In : Electric Power Systems Research. 127, p. 41-52 12 p.

Research output: Contribution to journalArticleScientificpeer-review

19 Citations (Scopus)

Optimization of Concentrated Solar Thermoelectric Generator System for Highest Yearly Electric Output

Kütt, L., Millar, J., Lehtonen, M. & Märss, M., 2015, International Scientific Conference on Power and Electrical Engineering of Riga Technical University (RTUCON), Riga, Latvia; 13 Oct 2015. IEEE, 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

2 Citations (Scopus)

Statistical Modeling of Aggregated Electricity Consumption and Distributed Wind Generation in Distribution Systems Using AMR Data

Koivisto, M., Degefa, M., Ali, M., Ekström, J., Millar, J. & Lehtonen, M., 2015, In : Electric Power Systems Research. 129, 1, p. 217-226

Research output: Contribution to journalArticleScientificpeer-review

8 Citations (Scopus)
2014

An improved initial network for distribution network planning algorithms

Millar, J., Saarijärvi, E. & Lehtonen, M., 2014, In : International Review of Electrical Engineering. 9, 3, p. 538-547

Research output: Contribution to journalArticleScientificpeer-review

3 Citations (Scopus)

Criticality Analysis of Failure to Communicate in Automated Fault-Management Schemes

Kazemi, S., Millar, R. J. & Lehtonen, M., 2014, In : IEEE Transactions on Power Delivery. 29, 3, p. 9

Research output: Contribution to journalArticleScientificpeer-review

10 Citations (Scopus)

Dynamic Thermal State Forecasting of Distribution Network Components

Degefa, M., Koivisto, M., Millar, J. & Lehtonen, M., 2014, 13th International Conference on Probabilistic Methods Applied to Power Systems, Durham, UK, 7-10 July 2014. 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

8 Citations (Scopus)

Generating Fault Rate Surfaces using Network Fault Statistics and Geographic Information

Saarijärvi, E., Koivisto, M., Millar, J., Niskanen, J. & Lehtonen, M., 2014, 2014 IEEE Power & Energy Society General Meeting, Washington, DC, USA.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

2 Citations (Scopus)

Impact of Node Specific Load Growth and Microgrids on Distribution Network Planning

Millar, R. J., Saarijärvi, E., Lehtonen, M., Degefa, M. & Koivisto, M., 2014, Cigre Paris Session, Paris, August 24-29, 2014. p. 9

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Planning Large Distribution Networks in Real Environments

Saarijärvi, E., Millar, R. J., Niskanen, J., Lehtonen, M., Koivisto, M., Ekström, J. & Hämäläinen, P., 2014, Electricity Distribution Conference, South East Asia, 20-23 May 2014, Berjaya Times Square Hotel, Kuala Lumpur, Malaysia. p. 6

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Reliability worth assessment of an advanced cable health monitoring scheme

Kazemi, S., Millar, J., Saarijärvi, E. & Lehtonen, M., 2014, IEEE POWER ENGINEERING SOCIETY GENERAL MEETING, WASHINGTON DC, 27-31 JULY 2014. 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

1 Citation (Scopus)

Unlocking distribution network capacity through real-time thermal rating for high penetration of DGs

Degefa, M., Humayun, M., Safdarian, A., Koivisto, M., Millar, J. & Lehtonen, M., 2014, In : Electric Power Systems Research. 117, p. 36-46

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
26 Citations (Scopus)
116 Downloads (Pure)
2013

Application of pulse closing technology for automatic loop restoration

Kazemi, S., Millar, R. J., Lehtonen, M. & Fotuhi-Firuzabad, M., 2013, 22nd International Conference and Exhibition on Electricity Distribution, CIRED 2013. 615 CP ed. Vol. 2013. 0604

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Distribution Network Topology Planning Using Life Cycle Cost driven Cost Surfaces in the Internodal Parameter Computation

Saarijärvi, E., Millar, J., Niskanen, J., Nieminen, T. & Lehtonen, M., 2013, In : International Review of Electrical Engineering. 8, 1, p. 395-402

Research output: Contribution to journalArticleScientificpeer-review

8 Citations (Scopus)

Dynamic Thermal Modeling of MV/LV Prefabricated Substations

Degefa, M. Z., Millar, R. J., Lehtonen, M. & Hyvonen, P., 2013, In : IEEE Transactions on Power Delivery. 99

Research output: Contribution to journalArticleScientificpeer-review

11 Citations (Scopus)

Electricity Distribution Network Planning Algorithm Based on Efficient Initial and Radial-to-Full Network Conversion

Millar, R. J., Saarijärvi, E., Lehtonen, M., Hyvärinen, M., Niskanen, J. & Hämäläinen, P., 2013, In : International Review of Electrical Engineering. 8, 3

Research output: Contribution to journalArticleScientificpeer-review

18 Citations (Scopus)

Feasibility of Reduced Insulation Thickness in Medium Voltage Power Cable Designs

Hyvönen, P., Klüss, J., Saarijärvi, E. & Millar, J., 2013, 2013 IEEE Electrical Insulation Conference (EIC), 02 Jun - 05 Jun 2013, Ottawa Canada.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Load Flow Analysis Framework for Active Distribution Networks Based on Smart Meter Reading System

Degefa, M. Z., Millar, R. J., Koivisto, M., Humayun, M. & Lehtonen, M., 2013, In : ENGINEERING. 5, 10A, p. 1-8

Research output: Contribution to journalArticleScientificpeer-review

2012

Comparison of Air-Gap Thermal Models for MV Power Cables Inside Unfilled Conduit

Degefa, M. Z., Lehtonen, M. & Millar, R. J., 2012, In : IEEE Transactions on Power Delivery. 27, 3, p. 1662

Research output: Contribution to journalArticleScientificpeer-review

9 Citations (Scopus)

Impact of MV Connected Microgrids on MV Distribution Planning

Millar, R. J., Kazemi, S., Lehtonen, M. & Saarijärvi, E., 2012, In : IEEE TRANSACTIONS ON SMART GRIDS. 3, 4, p. 2100-2108

Research output: Contribution to journalArticleScientificpeer-review

48 Citations (Scopus)