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Roel Dobbe
Roel Dobbe
Assistant Professor - Technology, Policy & Management at Delft University of Technology
Verified email at tudelft.nl - Homepage
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Cited by
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AI now report 2018
M Whittaker, K Crawford, R Dobbe, G Fried, E Kaziunas, V Mathur, ...
AI Now Institute at New York University, 2018
469*2018
AI now 2019 report
K Crawford, R Dobbe, T Dryer, G Fried, B Green, E Kaziunas, A Kak, ...
New York, NY: AI Now Institute, 2019
283*2019
On identification of distribution grids
O Ardakanian, VWS Wong, R Dobbe, SH Low, A von Meier, CJ Tomlin, ...
IEEE Transactions on Control of Network Systems 6 (3), 950-960, 2019
1182019
Toward distributed energy services: Decentralizing optimal power flow with machine learning
R Dobbe, O Sondermeijer, D Fridovich-Keil, D Arnold, D Callaway, ...
IEEE Transactions on Smart Grid 11 (2), 1296-1306, 2019
1012019
Optimal dispatch of reactive power for voltage regulation and balancing in unbalanced distribution systems
DB Arnold, M Sankur, R Dobbe, K Brady, DS Callaway, A Von Meier
2016 IEEE Power and Energy Society General Meeting (PESGM), 1-5, 2016
802016
Event detection and localization in distribution grids with phasor measurement units
O Ardakanian, Y Yuan, R Dobbe, A von Meier, S Low, C Tomlin
2017 IEEE Power & Energy Society General Meeting, 1-5, 2017
672017
A broader view on bias in automated decision-making: Reflecting on epistemology and dynamics
R Dobbe, S Dean, T Gilbert, N Kohli
arXiv preprint arXiv:1807.00553, 2018
552018
Hard choices in artificial intelligence
R Dobbe, TK Gilbert, Y Mintz
Artificial Intelligence 300, 103555, 2021
542021
A linearized power flow model for optimization in unbalanced distribution systems
MD Sankur, R Dobbe, E Stewart, DS Callaway, DB Arnold
arXiv preprint arXiv:1606.04492 144, 2016
482016
Regression-based Inverter Control for Decentralized Optimal Power Flow and Voltage Regulation
O Sondermeijer, R Dobbe, D Arnold, C Tomlin, T Keviczky
2016 IEEE Power & Energy Society General Meeting, 1-5, 2016
462016
Fully decentralized policies for multi-agent systems: An information theoretic approach
R Dobbe, D Fridovich-Keil, C Tomlin
Advances in neural information processing systems 30, 2017
432017
Real-time distribution grid state estimation with limited sensors and load forecasting
R Dobbe, D Arnold, S Liu, D Callaway, C Tomlin
2016 ACM/IEEE 7th International Conference on Cyber-Physical Systems (ICCPS …, 2016
412016
Linear single-and three-phase voltage forecasting and Bayesian state estimation with limited sensing
R Dobbe, W van Westering, S Liu, D Arnold, D Callaway, C Tomlin
IEEE Transactions on Power Systems 35 (3), 1674-1683, 2019
38*2019
Learning to control in power systems: Design and analysis guidelines for concrete safety problems
R Dobbe, P Hidalgo-Gonzalez, S Karagiannopoulos, R Henriquez-Auba, ...
Electric Power Systems Research 189, 106615, 2020
322020
AI and climate change: how they’re connected, and what we can do about it
R Dobbe, M Whittaker
AI Now Institute 17, 2019
312019
Model-free optimal voltage phasor regulation in unbalanced distribution systems
MD Sankur, R Dobbe, A von Meier, DB Arnold
IEEE Transactions on Smart grid 11 (1), 884-894, 2019
222019
System safety and artificial intelligence
R Dobbe
Proceedings of the 2022 ACM Conference on Fairness, Accountability, and …, 2022
192022
Data-driven control design schemes in active distribution grids: Capabilities and challenges
S Karagiannopoulos, R Dobbe, P Aristidou, D Callaway, G Hug
2019 IEEE Milan PowerTech, 1-6, 2019
182019
Value inference in sociotechnical systems
E Liscio, R Lera-Leri, F Bistaffa, RIJ Dobbe, CM Jonker, ...
Proceedings of the 2023 International Conference on Autonomous Agents and …, 2023
172023
Distributed model predictive control for autonomous droop-controlled inverter-based microgrids
S Anderson, P Hidalgo-Gonzalez, R Dobbe, CJ Tomlin
2019 IEEE 58th Conference on Decision and Control (CDC), 6242-6248, 2019
162019
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