55 citations · 75 across the 4 of their papers we have counts for
6 papers · 1 filter
Consider ethical and social challenges in smart grid research
Valentin Robu, David Flynn, Merlinda Andoni +1
Artificial Intelligence and Machine Learning are increasingly seen as key technologies for building more decentralised and resilient energy grids, but researchers must consider the…
Towards Integrating Formal Verification of Autonomous Robots with Battery Prognostics and Health Management
Xingyu Zhao, Matt Osborne, Jenny Lantair +6
The battery is a key component of autonomous robots. Its performance limits the robot's safety and reliability. Unlike liquid-fuel, a battery, as a chemical device, exhibits compli…
Gibbs sampling for game-theoretic modeling of private network upgrades with distributed generation
Merlinda Andoni, Valentin Robu, David Flynn +1
Renewable energy is increasingly being curtailed, due to oversupply or network constraints. Curtailment can be partially avoided by smart grid management, but the long term solutio…
Game-theoretic modeling of curtailment rules and network investments with distributed generation
Merlinda Andoni, Valentin Robu, Wolf-Gerrit Fruh +1
Renewable energy has achieved high penetration rates in many areas, leading to curtailment, especially if existing network infrastructure is insufficient and energy generated canno…
Assessing the Safety and Reliability of Autonomous Vehicles from Road Testing
Xingyu Zhao, Valentin Robu, David Flynn +2
There is an urgent societal need to assess whether autonomous vehicles (AVs) are safe enough. From published quantitative safety and reliability assessments of AVs, we know that, g…
Predicting the Voltage Distribution for Low Voltage Networks using Deep Learning
Maizura Mokhtar, Valentin Robu, David Flynn +4
The energy landscape for the Low-Voltage (LV) networks are beginning to change; changes resulted from the increase penetration of renewables and/or the predicted increase of electr…