Research Output per year
Research Output
2020
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 journal › Article
Open Access
File
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., 10 Jun 2020, In : Renewable and Sustainable Energy Reviews. 130, 109899.Research output: Contribution to journal › Article
Open Access
File
A Safety Framework for Critical Systems Utilising Deep Neural Networks
Zhao, X., Banks, A., Sharp, J., Robu, V., Flynn, D., Fisher, M. & Huang, X., 30 Apr 2020, (Accepted/In press) Computer Safety, Reliability, and Security: 39th International Conference, SAFECOMP 2020, Lisbon, Portugal, September 16–18, 2020, Proceedings. Casimiro, A., Ortmeier, F., Bitsch, F. & Ferreira, P. (eds.). (Programming and Software Engineering; vol. 12234).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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, 9067367Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Automated Negotiation for Peer-to-Peer Electricity Trading in Local Energy Markets
Etukudor, C., Couraud, B., Robu, V., Fruh, W-G., Flynn, D. & Okereke, C., 19 Feb 2020, In : Energies. 13, 4, 920.Research output: Contribution to journal › Article
Open Access
File
Automating the Verification of the Low Voltage Network Cables and Topologies
Mokhtar, M., Robu, V., Flynn, D., Higgins, C., Whyte, J., Loughran, C. & Fulton, F., Mar 2020, In : IEEE Transactions on Smart Grid. 11, 2, p. 1657-1666 10 p.Research output: Contribution to journal › Article
Open Access
File
Green hope or red herring? Examining consumer perceptions of peer-to-peer energy trading in the United Kingdom
Pumphrey, K., Walker, S. L., Andoni, M. & Robu, V., 17 May 2020, In : Energy Research and Social Science. 68, 101603.Research output: Contribution to journal › Article
Interval change-point detection for runtime probabilistic model check
Zhao, X., Calinescu, R., Gerasimou, S., Robu, V. & Flynn, D., 31 Jul 2020, (Accepted/In press) 35th IEEE/ACM International Conference on Automated Software Engineering.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Self-Certification and Safety Compliance for Robotics Platforms
Zaki, O., Flynn, D., Blanche, J., Roe, J., Kong, C. W. L., Mitchell, D., Lim, T., Harper, S. & Robu, V., 4 May 2020, Offshore Technology Conference 2020. 18 p. OTC-30840-MSResearch output: Chapter in Book/Report/Conference proceeding › Conference contribution
Strategic Decision-Making for Power Network Investments with Distributed Renewable Generation
Andoni, M., Robu, V., Fruh, W-G. & Flynn, D., 15 Jan 2020, (Accepted/In press) Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2020).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
UAS Operators Safety and Reliability Survey: Emerging Technologies Towards the Certification of Autonomous UAS
Osborne, M., Lantair, J., Shafiq, Z., Zhao, X., Robu, V., Flynn, D. & Perry, J., 10 Feb 2020, 2019 4th International Conference on System Reliability and Safety (ICSRS). IEEE, p. 203-212 10 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
2019
A multi-sectoral approach to modelling community energy demand of the built environment
McCallum, P., Jenkins, D. P., Peacock, A. D., Patidar, S., Andoni, M., Flynn, D. & Robu, V., Sep 2019, In : Energy Policy. 132, p. 865-875 11 p.Research output: Contribution to journal › Article
Open Access
File
Assessing the Safety and Reliability of Autonomous Vehicles from Road Testing
Zhao, X., Robu, V., Flynn, D., Salako, K. & Strigini, L., 20 Jul 2019, (Accepted/In press) The 30th International Symposium on Software Reliability Engineering.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Automated Negotiation for Peer-To-Peer Trading of Renewable Energy in Off-Grid Communities
Etukudor, C., Robu, V., Couraud, B., Kocher, G., Fruh, W-G., Flynn, D. & Okereke, C., 9 Dec 2019, 2019 IEEE PES/IAS PowerAfrica. IEEE, p. 243-248 6 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Blockchain technology in the energy sector: A systematic review of challenges and opportunities
Andoni, M., Robu, V., Flynn, D., Abram, S., Geach, D., Jenkins, D. P., McCallum, P. & Peacock, A., Feb 2019, In : Renewable and Sustainable Energy Reviews. 100, p. 143-174 32 p.Research output: Contribution to journal › Article
Open Access
File
Certification of Safe and Trusted Robotic Inspection of Assets
Dinmohammadi, F., Page, V., Flynn, D., Robu, V., Fisher, M., Patchett, C., Jump, M., Tang, W. & Webster, M., 7 Jan 2019, 2018 Prognostics and System Health Management Conference (PHM-Chongqing). IEEE, p. 276-284 9 p. (Prognostics and System Health Management Conference (PHM-Chongqing)).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access
File
Consider ethical and social challenges in smart grid research
Robu, V., Flynn, D., Andoni, M. & Mokhtar, M., Dec 2019, In : Nature Machine Intelligence. 1, 12, p. 548-550 3 p.Research output: Contribution to journal › Article
File
Failure Analysis Informing Embedded Health Monitoring of Electromagnetic Relays
Kirschbaum, L., Dinmohammadi, F., Flynn, D., Robu, V. & Pecht, M., 15 Apr 2019, 2018 3rd International Conference on System Reliability and Safety (ICSRS). IEEE, p. 261-267 7 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Machine learning methods for wind turbine condition monitoring: A review
Stetco, A., Dinmohammadi, F., Zhao, X., Robu, V., Flynn, D., Barnes, M., Keane, J. & Nenadic, G., Apr 2019, In : Renewable Energy. 133, p. 620-635 16 p.Research output: Contribution to journal › Article
Open Access
File
Optimisation of hybrid energy systems for maritime vessels
Tang, W., Dickie, R., Roman, D., Robu, V. & Flynn, D., 26 Apr 2019, In : Journal of Engineering.Research output: Contribution to journal › Article
Open Access
File
Optimization of a multiple-scale renewable energy-based virtual power plant in the UK
Hany Elgamal, A., Kocher-Oberlehner, G., Robu, V. & Andoni, M., 15 Dec 2019, In : Applied Energy. 256, 113973.Research output: Contribution to journal › Article
Predicting Damage and Life Expectancy of Subsea Power Cables in Offshore Renewable Energy Applications
Dinmohammadi, F., Flynn, D., Bailey, C., Pecht, M., Yin, C., Rajaguru, P. & Robu, V., 2019, In : IEEE Access. 7, p. 54658-54669 12 p.Research output: Contribution to journal › Article
Open Access
File
Predicting the Voltage Distribution for Low Voltage Networks using Deep Learning
Mokhtar, M., Robu, V., Flynn, D., Higgins, C., Whyte, J., Loughran, C. & Fulton, F., 21 Nov 2019, 9th IEEE International Conference on Innovative Smart Grid Technologies (ISGT Europe). IEEE, 8905434Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access
File
Probabilistic Model Checking of Robots Deployed in Extreme Environments
Zhao, X., Robu, V., Flynn, D., Dinmohammadi, F., Fisher, M. & Webster, M., 17 Jul 2019, Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence. AAAI Press, p. 8066-8074 9 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 33, no. 1).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access
File
The Application of Machine Learning and Low Frequency Sonar for Subsea Power Cable Integrity Evaluation
Tang, W., Flynn, D., Brown, K. E., Robu, V. & Zhao, X., 12 Jul 2019, (Accepted/In press) OCEANS 2019 Seattle Online Proceedings. IEEEResearch output: Chapter in Book/Report/Conference proceeding › Conference contribution
The Design of a Fusion Prognostic Model and Health Management System for Subsea Power Cables
Tang, W., Flynn, D., Brown, K. E., Robu, V. & Zhao, X., 12 Jul 2019, (Accepted/In press) OCEANS 2019 Seattle Online Proceedings. IEEEResearch output: Chapter in Book/Report/Conference proceeding › Conference contribution
Towards Integrating Formal Verification of Autonomous Robots with Battery Prognostics and Health Management
Zhao, X., Osborne, M., Lantair, J., Robu, V., Flynn, D., Huang, X., Fisher, M., Papacchini, F. & Ferrando, A., 2019, Software Engineering and Formal Methods: SEFM 2019. Ölveczky, P. C. & Salaün, G. (eds.). Springer, p. 105-124 20 p. (Lecture Notes in Computer Science; vol. 11724).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access
File
2018
Accurately Forecasting the Health of Energy System Assets
Tang, W., Andoni, M., Robu, V. & Flynn, D., 4 May 2018, 2018 IEEE International Symposium on Circuits and Systems (ISCAS). IEEE, 8351842. (International Symposium on Circuits and Systems (ISCAS)).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Automated Verification of LV Network Topologies
Mokhtar, M., Robu, V., Flynn, D., Higgins, C., Whyte, J. & Fulton, F., 21 May 2018, (Accepted/In press) 8th IEEE PES Innovative Smart Grid Technologies Conference Europe. IEEEResearch output: Chapter in Book/Report/Conference proceeding › Conference contribution
Battery storage systems: White Paper #1
Lee, W-J., Andoni, M., Bani-Ahmed, S., Flynn, D., Hartmann, B., Majd, A., Rostami, M., Searles, C., Taczi, I., Vokony, I., Zizzo, G., Hewson, J., Lamb, J., McGrath, K., Robu, V., Seidi, S., Zryd, A., Caputo, P. & Rajski Parashis, A., 20 May 2018, IEEE. 57 p.Research output: Book/Report › Other report
Big Data Analytics in the Smart Grid: Big Data Analytics, Machine Learning and Artificial Intelligence in the Smart Grid: Introduction, Benefits, Challenges and Issues
Pullum, L. L., Jindal, A., Roopaei, M., Diggewadi, A., Andoni, M., Zobaa, A., Alam, A., Bani-Ahmed, A., Ngo, Y., Vyas, S., Kumar, R., Robu, V., Flynn, D., Caputo, P. & Rajski Parashis, A., 16 Feb 2018, IEEE. 38 p.Research output: Book/Report › Other report
Efficient Buyer Groups with Prediction-of-Use Electricity Tariffs
Robu, V., Vinyals, M., Rogers, A. & Jennings, N. R., Sep 2018, In : IEEE Transactions on Smart Grid. 9, 5, p. 4468-4479 12 p.Research output: Contribution to journal › Article
Open Access
File
Gibbs Sampling for Game-Theoretic Modeling of Private Network Upgrades with Distributed Generation
Andoni, M., Robu, V., Flynn, D. & Fruh, W-G., 13 Dec 2018, 2018 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT-Europe). IEEE, 8571545Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Optimisation of Hybrid Energy Systems for Maritime Vessels
Flynn, D., Tang, W., Roman, D., Dickie, R. & Robu, V., 18 Apr 2018, 9th International Conference on Power Electronics, Machines and Drives. Institution of Engineering and Technology, 6 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access
File
11
Downloads
(Pure)
The Use of Demand Modelling for Community Energy Analysis
McCallum, P., Patidar, S., Jenkins, D., Peacock, A., Robu, V., Andoni, M. & Flynn, D., 4 May 2018, 2018 IEEE International Symposium on Circuits and Systems (ISCAS). IEEE, 8351797. (IEEE International Symposium on Circuits and Systems (ISCAS)).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access
File
Train robots to self-certify their safe operation
Robu, V., Flynn, D. & Lane, D. M., 16 Jan 2018, In : Nature. 553, p. 281 1 p.Research output: Contribution to journal › Letter
Verifiable self-certifying autonomous systems
Fisher, M., Collins, E. C., Dennis, L. A., Luckcuck, M., Webster, M., Jump, M., Page, V., Patchett, C., Dinmohammadi, F., Flynn, D., Robu, V. & Zhao, X., 19 Nov 2018, 2018 IEEE International Symposium on Software Reliability Engineering Workshops (ISSREW). IEEE, p. 341-348 8 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access
File
2017
Agent-Mediated Electronic Commerce. Designing Trading Strategies and Mechanisms for Electronic Markets: AMEC/TADA 2015, Istanbul, Turkey, May 4, 2015, and AMEC/TADA 2016, New York, NY, USA, July 10, 2016, Revised Selected Papers
Ceppi, S. (ed.), David, E. (ed.), Hajaj, C. (ed.), Robu, V. (ed.) & Vetsikas, I. A. (ed.), 2017, 1 ed. Springer International Publishing. (Lecture Notes in Business Information Processing; vol. 271)Research output: Book/Report › Book
A Review of the Role of Prognostics in Predicting the Remaining Useful Life of Assets
Dickie, R., Roman, D., Flynn, D. & Robu, V., 4 Feb 2017, (Accepted/In press).Research output: Contribution to conference › Paper
Big Data Analytics in the Smart Grid: Big Data Analytics, Machine Learning and Artificial Intelligence in the Smart Grid: Introduction, Benefits, Challenges and Issues
Pullum, L. L., Jindal, A., Roopaei, M., Diggewadi, A., Andoni, M., Zobaa, A., Alam, A., Bani-Ahmed, A., Ngo, Y., Vyas, S., Kumar, R., Robu, V., Flynn, D., Caputo, P. & Rajski Parashis, A., 2 Nov 2017, IEEE, p. 1-36, 36 p.Research output: Working paper
Blockchains: Crypto-control your own energy supply
Andoni, M., Robu, V. & Flynn, D., 10 Aug 2017, In : Nature. 548, 7666, p. 158 1 p.Research output: Contribution to journal › Letter
Contract Design for Energy Demand Response
Meir, R., Ma, H. & Robu, V., 25 Aug 2017, 26th International Joint Conference on Artificial Intelligence (IJCAI). International Joint Conferences on Artificial Intelligence, p. 1202-1208 7 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access
File
48
Downloads
(Pure)
Data analysis of battery storage systems
Andoni, M., Tang, W., Robu, V. & Flynn, D., 12 Jun 2017.Research output: Contribution to conference › Paper
Data analysis of battery storage systems
Andoni, M., Tang, W., Robu, V. & Flynn, D., Oct 2017, In : CIRED - Open Access Proceedings Journal . 2017, 1, p. 96 – 99Research output: Contribution to journal › Article
Open Access
File
Design and demonstration of a wireless sensor network platform for substation asset management
Huynh, N., Robu, V., Flynn, D., Rowland, S. & Coapes, G., 12 Jun 2017.Research output: Contribution to conference › Paper
Design and demonstration of a wireless sensor network platform for substation asset management
Huynh, N., Robu, V., Flynn, D., Rowland, S. & Coapes, G., 1 Oct 2017, In : CIRED - Open Access Proceedings Journal . 2017, 1, p. 105-108 4 p.Research output: Contribution to journal › Article
Open Access
File
Game-theoretic modeling of curtailment rules and network investments with distributed generation
Andoni, M., Robu, V., Fruh, W-G. & Flynn, D., 1 Sep 2017, In : Applied Energy. 201, p. 174-187Research output: Contribution to journal › Article
Open Access
File
Generalizing Demand Response Through Reward Bidding
Ma, H., Parkes, D. C. & Robu, V., 8 May 2017, Proceedings of the 16th International Conference on Autonomous Agents and Multi-Agent Systems. Association for Computing Machinery, p. 60-68 9 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access
File
29
Downloads
(Pure)
Outsmart supply dips in renewable energy
Robu, V. & Flynn, D., 12 Apr 2017, In : Nature. 544, p. 161Research output: Contribution to journal › Letter
Open Access
2016
Applying machine learning to predict asset health in hybrid maritime vessels
Tang, W., Flynn, D. & Robu, V., 11 Oct 2016.Research output: Contribution to conference › Paper