20152020

Research output per year

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Personal profile

Education/Academic qualification

Master of Science (Technology), Electrical Engineering

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Research Output

  • 13 Article
  • 10 Conference contribution
  • 1 Doctoral Thesis

A machine learning approach to modelling escalator demand response

Uimonen, S., Tukia, T., Ekström, J., Siikonen, M-L. & Lehtonen, M., 1 Apr 2020, In : ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE. 90, 12 p., 103521.

Research output: Contribution to journalArticleScientificpeer-review

  • 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
  • 1 Citation (Scopus)
    76 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
  • 43 Downloads (Pure)

    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
  • 42 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
  • 47 Downloads (Pure)

    Projects

    Profi5-ryhmä Lehtonen T40603

    Mäkelä, K., Sevsek, D., Jooshaki, M., Bahrami, M., Saber, H., Puvi, V. & Uimonen, S.

    01/04/201931/08/2023

    Project: Academy of Finland: Competitive funding to strengthen university research profiles

    Smart Otaniemi Pilot

    Lehtonen, M., Uimonen, S., Doroudchi, E., Kusumah, F., Tukia, T., Eseye, A., Kulkarni, A., Jokinen, I. & Rybina, S.

    01/05/201831/10/2020

    Project: Business Finland: Other research funding

    HARNESSING THE CONSUMER FOR A FLEXIBLE ENERGY SYSTEM ARCHITECTURE

    Lehtonen, M., Uimonen, S., Jooshaki, M., Tukia, T. & Ali, M.

    01/01/201531/12/2018

    Project: Academy of Finland: Other research funding