20042020

Research output per year

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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 journalArticle

Open Access
File
39 Downloads (Pure)

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., Sep 2020, In : Renewable and Sustainable Energy Reviews. 130, 109899.

Research output: Contribution to journalArticle

Open Access
File
86 Downloads (Pure)

A Safety Framework for Critical Systems Utilising Deep Neural Networks

Zhao, X., Banks, A., Sharp, J., Robu, V., Flynn, D., Fisher, M. & Huang, X., 2020, Computer Safety, Reliability, and Security. SAFECOMP 2020. Casimiro, A., Ferreira, P., Ortmeier, F. & Bitsch, F. (eds.). Springer, p. 244-259 16 p. (Lecture Notes in Computer Science; vol. 12234).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
2 Downloads (Pure)

Assessing Safety-Critical Systems from Operational Testing: A Study on Autonomous Vehicles

Zhao, X., Salako, K., Strigini, L., Robu, V. & Flynn, D., 19 Aug 2020, In : Information and Software Technology. 128, 106393.

Research output: Contribution to journalArticle

Open Access
File
6 Downloads (Pure)

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, 9067367

Research output: Chapter in Book/Report/Conference proceedingConference 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 journalArticle

Open Access
File
3 Citations (Scopus)
18 Downloads (Pure)

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 journalArticle

Open Access
File
30 Downloads (Pure)

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 journalArticle

Optimal Residential Battery Scheduling with Asset Lifespan Consideration

Couraud, B., Norbu, S., Andoni, M., Robu, V., Gharavi Ahangar, H. & Flynn, D., 22 Apr 2020, (Accepted/In press) 2020 IEEE PES Innovative Smart Grid Technologies Europe (ISGT-Europe). IEEE

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Prognostics and Health Management for the Optimization of Marine Hybrid Energy Systems

Tang, W., Roman, D., Dickie, R., Robu, V. & Flynn, D., 8 Sep 2020, In : Energies. 13, 18, 4676.

Research output: Contribution to journalArticle

Open Access
File
1 Downloads (Pure)

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-MS

Research output: Chapter in Book/Report/Conference proceedingConference 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 proceedingConference 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 proceedingConference contribution

10 Downloads (Pure)
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 journalArticle

Open Access
File
2 Citations (Scopus)
49 Downloads (Pure)

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 proceedingConference 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 proceedingConference 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 journalArticle

Open Access
File
182 Citations (Scopus)
785 Downloads (Pure)

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 proceedingConference contribution

Open Access
File
2 Citations (Scopus)
62 Downloads (Pure)

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 journalArticle

File
12 Downloads (Pure)

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 proceedingConference contribution

1 Citation (Scopus)

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 journalArticle

Open Access
File
64 Citations (Scopus)
1188 Downloads (Pure)

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 journalArticle

Open Access
File
39 Downloads (Pure)

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 journalArticle

2 Citations (Scopus)

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 journalArticle

Open Access
File
4 Citations (Scopus)
31 Downloads (Pure)

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, 8905434

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
20 Downloads (Pure)

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 proceedingConference contribution

Open Access
File
35 Downloads (Pure)

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 proceedingConference contribution

Open Access
File
1 Citation (Scopus)
37 Downloads (Pure)
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 proceedingConference 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. IEEE

Research output: Chapter in Book/Report/Conference proceedingConference 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/ReportOther 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/ReportOther report

4 Citations (Scopus)

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 journalArticle

Open Access
File
8 Citations (Scopus)
53 Downloads (Pure)

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, 8571545

Research output: Chapter in Book/Report/Conference proceedingConference 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 proceedingConference contribution

Open Access
File
15 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 proceedingConference contribution

Open Access
File
48 Downloads (Pure)

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 journalLetter

3 Citations (Scopus)

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 proceedingConference contribution

Open Access
File
5 Citations (Scopus)
37 Downloads (Pure)
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/ReportBook

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 conferencePaper

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 journalLetter

10 Citations (Scopus)

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 proceedingConference contribution

Open Access
File
5 Citations (Scopus)
52 Downloads (Pure)

Data analysis of battery storage systems

Andoni, M., Tang, W., Robu, V. & Flynn, D., 12 Jun 2017.

Research output: Contribution to conferencePaper

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 – 99

Research output: Contribution to journalArticle

Open Access
File
5 Citations (Scopus)
58 Downloads (Pure)

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 conferencePaper

6 Citations (Scopus)

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 journalArticle

Open Access
File
25 Downloads (Pure)
Open Access
File
19 Citations (Scopus)
57 Downloads (Pure)

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 proceedingConference contribution

Open Access
File
7 Citations (Scopus)
34 Downloads (Pure)

Outsmart supply dips in renewable energy

Robu, V. & Flynn, D., 12 Apr 2017, In : Nature. 544, p. 161

Research output: Contribution to journalLetter

Open Access
4 Citations (Scopus)
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 conferencePaper

1 Citation (Scopus)