Machine learning pipeline for battery state-of-health estimation
Roman, Darius, Saxena, Saurabh, Robu, Valentin, Pecht, Michael, Flynn, David
Published in Nature machine intelligence (01.05.2021)
Published in Nature machine intelligence (01.05.2021)
Get full text
Journal Article
Blockchain technology in the energy sector: A systematic review of challenges and opportunities
Andoni, Merlinda, Robu, Valentin, Flynn, David, Abram, Simone, Geach, Dale, Jenkins, David, McCallum, Peter, Peacock, Andrew
Published in Renewable & sustainable energy reviews (01.02.2019)
Published in Renewable & sustainable energy reviews (01.02.2019)
Get full text
Journal Article
Artificial intelligence and machine learning approaches to energy demand-side response: A systematic review
Antonopoulos, Ioannis, Robu, Valentin, Couraud, Benoit, Kirli, Desen, Norbu, Sonam, Kiprakis, Aristides, Flynn, David, Elizondo-Gonzalez, Sergio, Wattam, Steve
Published in Renewable & sustainable energy reviews (01.09.2020)
Published in Renewable & sustainable energy reviews (01.09.2020)
Get full text
Journal Article
Data-driven modelling of energy demand response behaviour based on a large-scale residential trial
Antonopoulos, Ioannis, Robu, Valentin, Couraud, Benoit, Flynn, David
Published in Energy and AI (01.06.2021)
Published in Energy and AI (01.06.2021)
Get full text
Journal Article
Prognostics and Health Management for the Optimization of Marine Hybrid Energy Systems
Tang, Wenshuo, Roman, Darius, Dickie, Ross, Robu, Valentin, Flynn, David
Published in Energies (Basel) (01.09.2020)
Published in Energies (Basel) (01.09.2020)
Get full text
Journal Article
Battery Stress Factor Ranking for Accelerated Degradation Test Planning Using Machine Learning
Saxena, Saurabh, Roman, Darius, Robu, Valentin, Flynn, David, Pecht, Michael
Published in Energies (Basel) (01.02.2021)
Published in Energies (Basel) (01.02.2021)
Get full text
Journal Article
Automated Negotiation for Peer-to-Peer Electricity Trading in Local Energy Markets
Etukudor, Christie, Couraud, Benoit, Robu, Valentin, Früh, Wolf-Gerrit, Flynn, David, Okereke, Chinonso
Published in Energies (Basel) (19.02.2020)
Published in Energies (Basel) (19.02.2020)
Get full text
Journal Article
Evaluating practical negotiating agents: Results and analysis of the 2011 international competition
Baarslag, Tim, Fujita, Katsuhide, Gerding, Enrico H., Hindriks, Koen, Ito, Takayuki, Jennings, Nicholas R., Jonker, Catholijn, Kraus, Sarit, Lin, Raz, Robu, Valentin, Williams, Colin R.
Published in Artificial intelligence (01.05.2013)
Published in Artificial intelligence (01.05.2013)
Get full text
Journal Article
A review: Challenges and opportunities for artificial intelligence and robotics in the offshore wind sector
Mitchell, Daniel, Blanche, Jamie, Harper, Sam, Lim, Theodore, Gupta, Ranjeetkumar, Zaki, Osama, Tang, Wenshuo, Robu, Valentin, Watson, Simon, Flynn, David
Published in Energy and AI (01.05.2022)
Published in Energy and AI (01.05.2022)
Get full text
Journal Article
An agent architecture for multi-attribute negotiation using incomplete preference information
Jonker, Catholijn M., Robu, Valentin, Treur, Jan
Published in Autonomous agents and multi-agent systems (01.10.2007)
Published in Autonomous agents and multi-agent systems (01.10.2007)
Get full text
Journal Article
A Machine Learning Degradation Model for Electrochemical Capacitors Operated at High Temperature
Roman, Darius, Saxena, Saurabh, Bruns, Jens, Valentin, Robu, Pecht, Michael, Flynn, David
Published in IEEE access (01.01.2021)
Published in IEEE access (01.01.2021)
Get full text
Journal Article
Prediction of voltage distribution using deep learning and identified key smart meter locations
Mokhtar, Maizura, Robu, Valentin, Flynn, David, Higgins, Ciaran, Whyte, Jim, Loughran, Caroline, Fulton, Fiona
Published in Energy and AI (01.12.2021)
Published in Energy and AI (01.12.2021)
Get full text
Journal Article