Projects per year
Personal profile
Particulars
Seán McLoone received his third level education at Queen's University Belfast (QUB), where he was awarded a Master of Engineering Degree with Distinction in Electrical and Electronic Engineering in 1992, a PhD in Control Engineering in 1996 and a Postgraduate Certificate in Higher Education Teaching in 2000. Following appointments as a Postdoctoral Research Fellow (1996-1997) and Lecturer at QUB (1998-2002) he joined the Department of Electronic Engineering in NUI Maynooth in 2002, where he served as Senior Lecturer (2005-2012) and Head of Department (2009-2012). He returned to QUB in January 2013 to take up his current post as Professor and Director of the Energy Power and Intelligent Control (EPIC) Research Cluster in the School of Electronics, Electrical Engineering and Computer Science. He is also Director of the Centre for Intelligent Autonomous Manufacturing Systems (i-AMS), an interdisciplinary pioneer research programme established in the Faculty of Engineering and Physical Sciences in QUB in 2016.
At a professional level, Prof McLoone is a Chartered Engineer, a Senior Member of the IEEE and a Fellow of the IET. He is a Past Chairman of the UK and Republic of Ireland (UKRI) Section of the IEEE. He is a member of the IFAC Technical Committees on Computational Intelligence in Control (TC3.2), and Modelling, Identification and Signal Processing (TC1.1), a member of IET Academic Accreditation Committee and a past Member of the Accreditation Board of Engineers Ireland. He is currently an Associate Editor for the Transactions of the Institute of Measurement and Control, and serves on the Editorial Board of Engineering Applications of Artificial Intelligence. He is also serving as UG External Examiner at Dublin Institute of Technology for their Electrical Programmes (2015-2018).
Research Interests
Prof McLoone’s research interests are in the general area of intelligent systems with a particular focus on data based modelling and analysis of dynamical systems. This encompasses techniques ranging from classical system identification, fault diagnosis and statistical process control to modern artificial intelligence and biologically inspired adaptive learning algorithms and optimization techniques. His research has a strong application focus, with many projects undertaken in collaboration with industry in areas such as process monitoring, control and optimization, time series prediction and in-line sensor characterization. Current applications are in advanced manufacturing informatics, energy and sustainability.
Prof. McLoone also has an interest in autonomous robotics and was a founding member of Robo Eireann, an inter-disciplinary team of researchers at NUI Maynooth that compete annually in the NAO robot standard platform league of Robocup.
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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Collaborations and top research areas from the last five years
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R3359MEE: Predicting energy poverty with combinations of remote-sensing and socioeconomic survey data and spatial analysis
McLoone, S. (PI)
02/03/2022 → …
Project: Research
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R3355MEE: Potential of Offshore Renewable Energy in Northern Ireland
McLoone, S. (PI)
10/02/2022 → …
Project: Research
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R3300MEE: Support Scheme options to incentivise renewables investment in Northern Ireland
McLoone, S. (PI)
05/08/2021 → …
Project: Research
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R6668ECS: A Trans-National Smart Manufacturing Education Hub
Naeem, W. (PI), Athanasopoulos, N. (CoI) & McLoone, S. (CoI)
15/04/2021 → …
Project: Research
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An NMPC-ECBF framework for dynamic motion planning and execution in vision-based human-robot collaboration
Zhang, D., Van, M., Sopasakis, P. & McLoone, S., 15 Sept 2024, (Accepted) In: Human-centric Computing and Information Sciences. 18 p.Research output: Contribution to journal › Article › peer-review
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A soft-linking method for responsive modelling of decarbonisation scenario costs
Cameron, C., Foley, A., Lund, H. & McLoone, S., 21 Oct 2024, In: International Journal of Sustainable Energy Planning and Management. 42, p. 5–27 23 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile1 Citation (Scopus)7 Downloads (Pure) -
DUEL: Depth visUal Ego-motion Learning for autonomous robot obstacle avoidance
Wang, N., Zhang, B., Chi, H., Wang, H., McLoone, S. & Liu, H., 01 Mar 2024, In: International Journal of Robotics Research. 43, 3, p. 305-329 25 p.Research output: Contribution to journal › Article › peer-review
1 Citation (Scopus) -
Improving the fairness of the min-max game in GANs training
Zhang, Z., Hua, Y., Wang, H. & McLoone, S., 09 Apr 2024, Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, WACV 2024. Institute of Electrical and Electronics Engineers Inc., p. 2910-2919 (IEEE/CVF WACV Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open AccessFile1 Citation (Scopus)50 Downloads (Pure) -
Improving the leaking of augmentations in data-efficient GANs via adaptive negative data augmentation
Zhang, Z., Hua, Y., Sun, G., Wang, H. & McLoone, S., 01 Jan 2024, Proceedings of the 2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV). Institute of Electrical and Electronics Engineers Inc., p. 5412-5421 (IEEE/CVF Winter Conference on Applications of Computer Vision (WACV): Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open AccessFile5 Downloads (Pure)
Prizes
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Best Paper Award
Ahmed, F. (Recipient), Foley, A. (Recipient), McLoone, S. (Recipient), Best, R. (Recipient), Cameron, C. (Recipient) & Al Kez, D. (Recipient), 07 Nov 2022
Prize: Prize (including medals and awards)
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Best Paper Award at 12th International Symposium on web and Wireless GIS, W2GIS 2013
McLoone, S. (Recipient), 05 Apr 2013
Prize: Prize (including medals and awards)
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Best student paper prize at ISSC 2014.
McLoone, S. (Recipient), 27 Jun 2014
Prize: Prize (including medals and awards)
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Activities
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External Examiner, PhD thesis, Trinity College Dublin
McLoone, S. (Examiner)
2020Activity: Examination types › PhD external examination
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Invited Lecture, ‘Energy, Power and Intelligent Control: An EPIC Journey’, UTP, Malaysia
McLoone, S. (Advisor)
09 Oct 2019Activity: Talk or presentation types › Invited talk
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Contributed talk: Dynamic Spatial Sampling in Semiconductor Manufacturing, Royal Statistical Society Conference 2019, Belfast
McLoone, S. (Advisor)
04 Sept 2019Activity: Talk or presentation types › Oral presentation
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Invited Talk, ‘Manufacturing Data Science: The Engine of Industry 4.0’
McLoone, S. (Advisor)
13 Feb 2019Activity: Talk or presentation types › Invited talk
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External Examiner, Electrical & Electronic Engineering Programme, University Technology PETRONAS (UTP), 2019‐2021
McLoone, S. (Examiner)
2019 → 2021Activity: Examination types › UG external examination
Press/Media
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Artificial Intelligence Research in Northern Ireland
Gaston, G., Martinez-del-Rincon, J., Miller, P., Devereux, B., Campbell, S., McLoone, S. & Woods, R.
01/04/2019
1 item of Media coverage
Press/Media: Expert Comment