20042020

Research output per year

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Personal profile

Research interests

Valentin's current research interests include using multi-agent systems distributed Artificial Intelligence techniques to solve challenges arising in smart electricity grids. More specifically, his recent research addressed a variety of problems in this area, ranging the from decentralised scheduling of multiple electric vehicles, such that the capacity of distribution networks is not exceeded, using scoring rules to integrate renewable energy suppliers into existing grids, to the formation of efficient buyer groups in collective switching schemes.

 

Biography

Valentin obtained his PhD in 2009 from CWI, the Netherlands National Research Institute for Mathematics and Computer Science in Amsterdam (awarded jointly with the Technical University of Eindhoven, NL). At CWI, he was employed in the DEAL (Distributed Engine for Advanced Logistics) project, that looked at applying multi-agent systems, machine learning and game-theoretic techniques to optimise logistic supply chains. Before this, he obtained a master degree in AI from the free University in Amsterdam, where he worked on electronic negotiation.

After his PhD (between 2009-2014), he was employed as a research fellow, then senior research fellow in the Agents, Interaction and Complexity research group at the University of Southampton (where he is still a visiting senior research fellow). In Southampton, he was employed in the industrially-funded iDEaS project (intelligent Decentralised Energy-aware Systems), that looked at a broad range of AI applications in the Smart Grid. He was published over 50 conference and journal papers on a wide range of AI-related topics, ranging from electronic negotiation, mechanism design and their application to the smart grid and distributed logistics, to the complex dynamics of collaborative tagging systems. Some of this research was featured in several popular venues such as the Engineer, the Economist, the Conversation, ACM TechNews etc.

For this research, he has visited and collaborated widely with researchers from a range of top international institutions, ranging from the Santa Fe Complex Systems Institute, Harvard University, Nagoya Institute of Technology, Microsoft Research, TU Delft, University of Toronto etc.

External positions

Massachusetts Institute of Technology

1 Sep 20181 Sep 2020

Harvard University

1 Sep 201531 Dec 2015

University of Southampton

1 Mar 200928 Feb 2014

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Research Output

AI-driven Maintenance Support for Downhole Tools and Electronics Operated in Dynamic Drilling Environments

Kirschbaum, L., Roman, D., Singh, G., Bruns, J., Robu, V. & Flynn, D., 2020, In : IEEE Access. 8, p. 78683-78701 19 p.

Research output: Contribution to journalArticle

Open Access
File
  • 1 Citation (Scopus)
    50 Downloads (Pure)

    Artificial intelligence and machine learning approaches to energy demand-side response: A systematic review

    Antonopoulos, I., Robu, V., Couraud, B., Kirli, D., Norbu, S., Kiprakis, A., Flynn, D., Elizondo-González, S. & Wattam, S., Sep 2020, In : Renewable and Sustainable Energy Reviews. 130, 109899.

    Research output: Contribution to journalArticle

    Open Access
    File
  • 1 Citation (Scopus)
    118 Downloads (Pure)

    A Safety Framework for Critical Systems Utilising Deep Neural Networks

    Zhao, X., Banks, A., Sharp, J., Robu, V., Flynn, D., Fisher, M. & Huang, X., 2020, Computer Safety, Reliability, and Security. SAFECOMP 2020. Casimiro, A., Ferreira, P., Ortmeier, F. & Bitsch, F. (eds.). Springer, p. 244-259 16 p. (Lecture Notes in Computer Science; vol. 12234).

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

    Open Access
    File
  • 1 Citation (Scopus)
    3 Downloads (Pure)

    Assessing Safety-Critical Systems from Operational Testing: A Study on Autonomous Vehicles

    Zhao, X., Salako, K., Strigini, L., Robu, V. & Flynn, D., 19 Aug 2020, In : Information and Software Technology. 128, 106393.

    Research output: Contribution to journalArticle

    Open Access
    File
  • 6 Downloads (Pure)

    Assessment of Decentralized Reactive Power Control Strategies for Low Voltage PV Inverters

    Couraud, B., Kumar, P., Robu, V., Jenkins, D., Norbu, S., Flynn, D. & Abhyankar, A., 16 Apr 2020, 2019 8th International Conference on Power Systems (ICPS). IEEE, 9067367

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

  • Prizes

    Best Paper Award, ACAN 2016 @ AAMAS 2016, Singapore

    Andoni, Merlinda (Recipient) & Robu, Valentin (Recipient), May 2016

    Prize: Prize (including medals and awards)

    Best Paper Award Finalist, The 30th International Symposium on Software Reliability Engineering (ISSRE 2019)

    Zhao, Xingyu (Recipient), Robu, Valentin (Recipient), Flynn, David (Recipient), Kizito Salako (Recipient) & Lorenzo Strigini (Recipient), 28 Oct 2019

    Prize: Prize (including medals and awards)

  • Best Reviewer Award (2015), IEEE Transactions on Smart Grid

    Robu, Valentin (Recipient), Jan 2016

    Prize: Prize (including medals and awards)

    Best Reviewer Award (2018), IEEE Transactions on Smart Grid

    Robu, Valentin (Recipient), Jan 2019

    Prize: Prize (including medals and awards)

    Finalist, Judges Award, Scottish Renewables YPGEA Awards

    Maizura Mokhtar (Recipient), Robu, Valentin (Recipient) & Flynn, David (Recipient), 30 May 2019

    Prize: Prize (including medals and awards)

    Activities

    Massachusetts Institute of Technology

    Valentin Robu (Visiting Researcher)

    1 Sep 201931 Aug 2020

    Activity: Visiting an external institutionSecondment

    PhD Dissertation External Examiner, University of Southampton

    Valentin Robu (Examiner)

    12 Apr 2019

    Activity: ExaminationExternal Examiner

    External Examiner (PhD degree), Indian Institute of Technology, Delhi

    Valentin Robu (Examiner)

    Sep 2019

    Activity: ExaminationExternal Examiner

    Massachusetts Institute of Technology

    Valentin Robu (Visiting Researcher)

    1 Sep 2018 → …

    Activity: Visiting an external institutionSecondment

    Massachusetts Institute of Technology

    Valentin Robu (Visiting Researcher)

    10 Jul 201831 Aug 2018

    Activity: Visiting an external institutionVisiting an external academic institution

    Press / Media

    AI future-proofs power network

    David Flynn & Valentin Robu

    24/05/20

    1 Media contribution

    Press/Media: Research

    BBC Future Now: How AI protects us

    Valentin Robu

    15/09/17

    1 item of Media coverage

    Press/Media: Research

    World Economic Forum: What robots mean for jobs

    David Flynn & Valentin Robu

    16/08/17

    1 Media contribution

    Press/Media: Research