| Blockchain technology in the energy sector: A systematic review of challenges and opportunities M Andoni, V Robu, D Flynn, S Abram, D Geach, D Jenkins, P McCallum, ... Renewable and sustainable energy reviews 100, 143-174, 2019 | 2643 | 2019 |
| Prognostics and Health Management of Electronics: Fundamentals, Machine Learning, and the Internet of Things M Pecht, M Kang Wiley-IEEE 1, 800, 2018 | 1100* | 2018 |
| Machine learning methods for wind turbine condition monitoring: A review A Stetco, F Dinmohammadi, X Zhao, V Robu, D Flynn, M Barnes, J Keane, ... Renewable energy 133, 620-635, 2019 | 799 | 2019 |
| Artificial intelligence and machine learning approaches to energy demand-side response: A systematic review I Antonopoulos, V Robu, B Couraud, D Kirli, S Norbu, A Kiprakis, D Flynn, ... Renewable and Sustainable Energy Reviews 130, 109899, 2020 | 532 | 2020 |
| Machine learning pipeline for battery state-of-health estimation D Roman, S Saxena, V Robu, M Pecht, D Flynn Nature Machine Intelligence 3 (5), 447-456, 2021 | 395 | 2021 |
| Smart contracts in energy systems: A systematic review of fundamental approaches and implementations D Kirli, B Couraud, V Robu, M Salgado-Bravo, S Norbu, M Andoni, ... Renewable and Sustainable Energy Reviews 158, 112013, 2022 | 204 | 2022 |
| Vpr-bench: An open-source visual place recognition evaluation framework with quantifiable viewpoint and appearance change M Zaffar, S Garg, M Milford, J Kooij, D Flynn, K McDonald-Maier, S Ehsan International Journal of Computer Vision 129 (7), 2136-2174, 2021 | 154 | 2021 |
| Unmanned aerial drones for inspection of offshore wind turbines: A mission-critical failure analysis M Shafiee, Z Zhou, L Mei, F Dinmohammadi, J Karama, D Flynn Robotics 10 (1), 26, 2021 | 115 | 2021 |
| Baylime: Bayesian local interpretable model-agnostic explanations X Zhao, W Huang, X Huang, V Robu, D Flynn Uncertainty in artificial intelligence, 887-896, 2021 | 106 | 2021 |
| A physics-based electrochemical model for lithium-ion battery state-of-charge estimation solved by an optimised projection-based method and moving-window filtering W He, M Pecht, D Flynn, F Dinmohammadi Energies 11 (8), 2120, 2018 | 93 | 2018 |
| Automated negotiation for peer-to-peer electricity trading in local energy markets C Etukudor, B Couraud, V Robu, WG Früh, D Flynn, C Okereke Energies 13 (4), 920, 2020 | 85 | 2020 |
| An exploration of organizational readiness factors for Quality 4.0: an intercontinental study and future research directions J Antony, M Sony, O McDermott, R Jayaraman, D Flynn International Journal of Quality & Reliability Management 40 (2), 582-606, 2023 | 83 | 2023 |
| A review of sensing technologies for non-destructive evaluation of structural composite materials R Gupta, D Mitchell, J Blanche, S Harper, W Tang, K Pancholi, L Baines, ... Journal of Composites Science 5 (12), 319, 2021 | 80 | 2021 |
| Modelling the redistribution of benefits from joint investments in community energy projects S Norbu, B Couraud, V Robu, M Andoni, D Flynn Applied Energy 287, 116575, 2021 | 70 | 2021 |
| A review: Challenges and opportunities for artificial intelligence and robotics in the offshore wind sector D Mitchell, J Blanche, S Harper, T Lim, R Gupta, O Zaki, W Tang, V Robu, ... Energy and AI 8, 100146, 2022 | 67 | 2022 |
| Assessing the safety and reliability of autonomous vehicles from road testing X Zhao, V Robu, D Flynn, K Salako, L Strigini 2019 IEEE 30th International Symposium on Software Reliability Engineering …, 2019 | 67 | 2019 |
| Predicting damage and life expectancy of subsea power cables in offshore renewable energy applications F Dinmohammadi, D Flynn, C Bailey, M Pecht, C Yin, P Rajaguru, V Robu IEEE access 7, 54658-54669, 2019 | 64 | 2019 |
| Game-theoretic modeling of curtailment rules and network investments with distributed generation M Andoni, V Robu, WG Früh, D Flynn Applied energy 201, 174-187, 2017 | 59 | 2017 |
| A safety framework for critical systems utilising deep neural networks X Zhao, A Banks, J Sharp, V Robu, D Flynn, M Fisher, X Huang Computer Safety, Reliability, and Security: 39th International Conference …, 2020 | 53 | 2020 |
| Symbiotic system of systems design for safe and resilient autonomous robotics in offshore wind farms D Mitchell, J Blanche, O Zaki, J Roe, L Kong, S Harper, V Robu, T Lim, ... IEEE Access 9, 141421-141452, 2021 | 49 | 2021 |
Valentin RobuSenior Researcher, CWI Amsterdam and Full Professor, TU EindhovenVerified email at cwi.nl
