• 1271 Citations
20142020

Research output per year

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Personal profile

Research profile

Nikolaos Paterakis is assistant professor of Power System Optimization and Electricity Markets with the research group Electrical Energy Systems at the TU/e department of Electrical Engineering. His research interests include applications of optimization and machine learning techniques in power system and electricity market problems, focusing mainly on the integration of renewables and smart grid enabling technologies. He has authored and co-authored more than 50 publications in related topics.

Academic background

Nikolaos Paterakis studied at the Department of Electrical and Computer Engineering of the Aristotle University of Thessaloniki (Greece), where he received his Dipl.Eng. degree in 2013. In September 2013, he joined the Department of Electromechanical Engineering at the University of Beira Interior (Covilhã, Portugal). In 2015, he received his PhD in Industrial Engineering and Management (cum laude), working in the EU FP7 Project SiNGULAR. He then became a post-doctoral fellow at the department of Electrical Engineering at Eindhoven University of Technology (TU/e, The Netherlands). In 2015 and 2016 he also was a consultant engineer in a research project funded by the Energy Market Regulatory Authority of Turkey (EPDK) where he worked closely with the Bosporus Distribution System Operator (Istanbul, Turkey). In 2017, he was appointed assistant professor in Power System Optimization and Electricity Markets with the research group Electrical Energy Systems at TU/e.

Quote

Embedding data-driven, scalable and risk-aware optimization techniques in all the levels of the power system is the key to enhancing the resilience of the grid, enabling new market models and combating societal challenges such as energy poverty.

Education/Academic qualification

University of Beira Interior, R. Fonte do Lameiro

Sep 2013Dec 2015

Aristotle University of Thessaloniki

Oct 2008Jul 2013

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Research Output

  • 1271 Citations
  • 43 Conference contribution
  • 28 Article
  • 6 Chapter
  • 1 Phd Thesis 4 Research NOT TU/e / Graduation NOT TU/e)

A class-driven approach based on long short-term memory networks for electricity price scenario generation and reduction

Stappers, B., Paterakis, N. G., Kok, J. K. K. & Gibescu, M., 13 Jan 2020, (Accepted/In press) In : IEEE Transactions on Power Systems.

Research output: Contribution to journalArticleAcademicpeer-review

  • Enabling market participation of distributed energy resources through a coupled market design

    Farrokhseresht, M., Paterakis, N., Slootweg, H. & Gibescu, M., 16 Mar 2020, In : IET Renewable Power Generation. 14, 4, p. 539-550 12 p.

    Research output: Contribution to journalArticleAcademicpeer-review

  • Implementation of large-scale Li-ion battery energy storage systems within the EMEA region

    Killer, M., Farrokhseresht, M. & Paterakis, N. G., 15 Feb 2020, In : Applied Energy. 260, 114166.

    Research output: Contribution to journalArticleAcademicpeer-review

  • 3 Downloads (Pure)

    Introducing technical indicators to electricity price forecasting: a feature engineering study for linear, ensemble, and deep machine learning models

    Demir, S., Mincev, K., Kok, J. K. K. & Paterakis, N. G., 1 Jan 2020, In : Applied Sciences. 10, 1, 18 p., 255.

    Research output: Contribution to journalArticleAcademicpeer-review

    Open Access
    File
  • 45 Downloads (Pure)

    Optimizing the operation of energy storage using a non-linear lithium-ion battery degradation model

    Maheshwari, A., Paterakis, N. G., Santarelli, M. & Gibescu, M., 1 Mar 2020, In : Applied Energy. 261, 10 p., 114360.

    Research output: Contribution to journalArticleAcademicpeer-review

  • 2 Citations (Scopus)

    Prizes

    Best Paper Award. IEEE International Conference on Smart Energy Grid Engineering (SEGE’15)

    N.G. Paterakis (Recipient), Agustin Sanchez de la Nieta Lopez (Recipient), A. V. Ntomaris (Recipient), A. G. Bakirtzis (Recipient), J. Contreras (Recipient) & J. P. S. Catalão (Recipient), 2015

    Prize: OtherCareer, activity or publication related prizes (lifetime, best paper, poster etc.)Scientific

  • IEEE SEGE 2015 Best Paper Award

    Nikolaos Paterakis (Recipient), 2015

    Prize: OtherCareer, activity or publication related prizes (lifetime, best paper, poster etc.)Scientific

    IEEE Transactions on Smart Grid Best Reviewer

    Nikolaos Paterakis (Recipient), 2017

    Prize: OtherCareer, activity or publication related prizes (lifetime, best paper, poster etc.)Scientific

    IEEE Transactions on Smart Grid Best Reviewer

    Nikolaos Paterakis (Recipient), 2015

    Prize: OtherCareer, activity or publication related prizes (lifetime, best paper, poster etc.)Scientific

    IEEE Transactions on Sustainable Energy Outstanding Reviewer

    Nikolaos Paterakis (Recipient), 2016

    Prize: OtherCareer, activity or publication related prizes (lifetime, best paper, poster etc.)Scientific

    Activities

    • 2 Editorial activity

    Applied Sciences (Journal)

    Nikolaos Paterakis (Editorial board member)
    2019 → …

    Activity: Publication peer-review and editorial work typesEditorial activityScientific

    IET Renewable Power Generation (Journal)

    Nikolaos Paterakis (Editorial board member)
    20182021

    Activity: Publication peer-review and editorial work typesEditorial activityScientific

    Student theses

    Maximizing DER penetration in distribution notworks

    Author: Kujovic, L., Jan 2020

    Supervisor: Farrokhseresht, M. (Supervisor 1) & Paterakis, N. (Supervisor 2)

    Student thesis: Bachelor

    Optimization model for maintenance planning: an affix to asset life cycle planning

    Author: Stam, D., 21 Dec 2018

    Supervisor: Alkemade, F. (Supervisor 1), Slootweg, J. (Supervisor 2) & Paterakis, N. (Supervisor 2)

    Student thesis: Master

    File

    Underground trading: a study on market-based congestion management in the distribution grid

    Author: Kil, B., 30 Apr 2018

    Supervisor: Alkemade, F. (Supervisor 1), Verbong, G. (Supervisor 2), Gibescu, M. (Supervisor 2) & Paterakis, N. (Supervisor 2)

    Student thesis: Master

    File