• Room 08.026 - Ashby Tower

    United Kingdom

Accepting PhD Students

PhD projects

Willing to consider PhD projects in all areas aligned with my research interests. Specific topics of interest include: • Deep learning for automated visual inspection • Intelligent systems techniques for improving manufacturing competiveness • Evolving Intelligent Behaviour in Cooperating Robots • Flexible automation and cobotics • Adaptive AR for intelligent maintenance support • Deep learning for time series prediction

1994 …2020

Research output per year

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Research Output

2016

Feature Selection for Anomaly Detection Using Optical Emission Spectroscopy

Puggini, L. & McLoone, S., 2016, In : IFAC-PapersOnLine. 49, 5, p. 132-137 6 p.

Research output: Contribution to journalArticle

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

Greetings from the conference chairs

McLoone, S., Li, K., Naeem, W. & Spurgeon, S., 10 Nov 2016, 2016 UKACC 11th International Conference on Control (CONTROL): Proceedings. IEEE , 3 p.

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

Open Access
File
190 Downloads (Pure)

Management of public water supply to reduce power cost and improve wind power uptake

Kernan, R., Liu, X. A., McLoone, S. & Fox, B., 01 Sep 2016, 2016 IEEE 16th International Conference on Environment and Electrical Engineering (EEEIC). Institute of Electrical and Electronics Engineers Inc., 7555810

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

Open Access
File
1 Citation (Scopus)
261 Downloads (Pure)

Noise resilient discrete-time cross-relation sensor characterisation

Gillespie, P., Gaida, D., Hung, P., Kee, R. & McLoone, S., 01 Sep 2016.

Research output: Contribution to conferencePaper

Nonlinear Forward Selection Component Analysis for Optical Emission Spectroscopy Wavelength Selection

Puggini, L. & McLoone, S., 04 Aug 2016, 2016 27th Irish Signals and Systems Conference, ISSC 2016. Institute of Electrical and Electronics Engineers Inc., 6 p. 7528446

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

1 Citation (Scopus)

Real-Time Multiple Event Detection and Classification Using Moving Window PCA

Rafferty, M., Liu, X., Laverty, D. M. & McLoone, S., Sep 2016, In : IEEE Transactions on Smart Grid. 7, 5, p. 2537-2548 12 p.

Research output: Contribution to journalArticle

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

Supervised Aggregative Feature Extraction for Big Data Time Series Regression

Susto, G. A., Schirru, A., Pampuri, S. & McLoone, S., Jun 2016, In : IEEE Transactions on Industrial Informatics. 12, 3, p. 1243-1252 10 p.

Research output: Contribution to journalArticle

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

Wide-Area Phase-Angle Measurements for Islanding Detection—An Adaptive Nonlinear Approach

Liu, X., Kennedy, J. M., Laverty, D. M., Morrow, D. J. & McLoone, S., Aug 2016, In : Ieee Transactions On Power Delivery. 31, 4, p. 1901-1911 11 p.

Research output: Contribution to journalArticle

Open Access
File
19 Citations (Scopus)
410 Downloads (Pure)
2015

Blind Characterisation of Sensors with Second-Order Dynamic Response

Gillespie, P., Hung, P., Kee, R. & McLoone, S., Oct 2015.

Research output: Contribution to conferencePaper

2 Citations (Scopus)

Demand Side Management of Public Clean Water Supply

Kernan, R., Liu, X., McLoone, S. & Fox, B., 03 Dec 2015, 2015 50th International Universities Power Engineering Conference (UPEC): Proceedings. Institute of Electrical and Electronics Engineers (IEEE)

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

Open Access
File
1 Citation (Scopus)
259 Downloads (Pure)

Enhanced AIMD based decentralized residential charging of EVs

Liu, M. & McLoone, S., Aug 2015, In : Transactions of the Institute of Measurement and Control. 37, 7, p. 853-867 15 p.

Research output: Contribution to journalArticle

Open Access
File
14 Citations (Scopus)
248 Downloads (Pure)

Extreme learning machines for virtual metrology and etch rate prediction

Puggini, L. & McLoone, S., 25 Jun 2015, 26th Irish Signals and Systems Conference (ISSC), 2015 . Institute of Electrical and Electronics Engineers (IEEE), p. 1-6 6 p.

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

9 Citations (Scopus)

Fault detection using random forest similarity distance

Puggini, L., Doyle, J. & McLoone, S., 2015, In : IFAC-PapersOnLine. 48, 21, p. 583-588 6 p.

Research output: Contribution to journalArticle

10 Citations (Scopus)

Fault Detection using Random Forest Similarity Distance

Puggini, L., Doyle, J. & McLoone, S., 04 Sep 2015.

Research output: Contribution to conferencePaper

Feasibility Assessment of Plug and Play Model Predictive Control for use in DC Grids

McNamara, P., McLoone, S. & Milano, F., 13 Jun 2015, Environment and Electrical Engineering (EEEIC), 2015 IEEE 15th International Conference on. Institute of Electrical and Electronics Engineers (IEEE), p. 695-700 6 p.

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

Hierarchical Demand Response for Peak Minimization Using Dantzig–Wolfe Decomposition

McNamara, P. & McLoone, S., Nov 2015, In : IEEE Transactions on Smart Grid. 6, 6, p. 2807 - 2815 9 p., 7230291.

Research output: Contribution to journalArticle

16 Citations (Scopus)

Intelligent Computing for Sustainable Energy and Environment (ICSEE 2012)

Li, K., McLoone, S. & Wang, L., Jan 2015, In : Neurocomputing. 148, p. 198-199

Research output: Contribution to journalEditorial

Machine Learning for Predictive Maintenance: A Multiple Classifiers Approach

Susto, G. A., Schirru, A., Pampuri, S., McLoone, S. & Beghi, A., Jun 2015, In : IEEE Transactions on Industrial Informatics. 11, 3, p. 812-820 9 p.

Research output: Contribution to journalArticle

Open Access
File
168 Citations (Scopus)
10886 Downloads (Pure)

On Generalising Difference Equation Characterisation to Higher-Order Sensor Models

Gillespie, P., McLoone, S. & Kee, R., Jun 2015.

Research output: Contribution to conferencePaper

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

Residential electrical vehicle charging strategies: the good, the bad and the ugly

Liu, M., McNamara, P., Shorten, R. & McLoone, S., Jun 2015, In : Journal of Modern Power Systems and Clean Energy . 3, 2, p. 190-202 13 p.

Research output: Contribution to journalArticle

Open Access
File
23 Citations (Scopus)
1036 Downloads (Pure)
1 Citation (Scopus)
2014

A computational intelligent approach to multi-factor analysis of violent crime information systems

Liu, H., Yang, C., Zhang, M., McLoone, S. & Sun, Y., 17 Dec 2014, In : Enterprise Information Systems.

Research output: Contribution to journalArticle

An Adaptive Machine Learning Decision System for Flexible Predictive Maintenance

Susto, G. A., Wan, J., Pampuri, S., Zanon, M., Johnston, A. B., O'Hara, P. G. & McLoone, S., Aug 2014, Automation Science and Engineering (CASE), 2014 IEEE International Conference on. Institute of Electrical and Electronics Engineers (IEEE), p. 806-811

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

8 Citations (Scopus)

Battery modelling methods for electric vehicles - a review

Zhang, C., Li, K., McLoone, S. & Yang, Z., 27 Jun 2014.

Research output: Contribution to conferencePaper

44 Citations (Scopus)

Classifying pedestrian movement behaviour from GPS trajectories using visualization and clustering

McArdle, G., Demšar, U., van der Spek, S. & McLoone, S., 2014, In : Annals of GIS. 20, 2, p. 85-98 14 p.

Research output: Contribution to journalArticle

23 Citations (Scopus)

COD and NH4-N Estimation in the Inflow of Wastewater Treatment Plants using Machine Learning Techniques

Kern, P., Wolf, C., Gaida, D., Bongards, M. & McLoone, S., Aug 2014, Automation Science and Engineering (CASE), 2014 IEEE International Conference on. Institute of Electrical and Electronics Engineers (IEEE), p. 812-817

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

1 Citation (Scopus)

Distributed Consensus Charging for Current Unbalance Reduction

Liu, M., McNamara, P., Shorten, R. & McLoone, S., Aug 2014, World Congress: Proceedings of the 19th IFAC World Congress, 2014 . Boje, E. & Xia, X. (eds.). 1 ed. Cape Town: International Federation of Automatic Control, Vol. 19. p. 3146-3151 6 p.

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

4 Citations (Scopus)

Distributed MPC for Frequency Regulation in Multi-Terminal HVDC Grids

McNamara, P., Meere, R., O'Donnell, T. & McLoone, S., Aug 2014, Proceedings of the 19th IFAC World Congress, 2014. International Federation of Automatic Control, p. 11141-11146 6 p.

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

4 Citations (Scopus)

Insight Extraction for Semiconductor Manufacturing Processes

Pampuri, S., Susto, G. A., Wan, J., Johnston, A., O'Hara, P. & McLoone, S., Aug 2014, Automation Science and Engineering (CASE), 2014 IEEE International Conference on. Institute of Electrical and Electronics Engineers (IEEE), p. 786-791

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

1 Citation (Scopus)

New modular structure DC-DC converter without electrolytic capacitors for renewable energy applications

Hu, Y., Cao, W., Finney, S. J., Xiao, W., Zhang, F. & McLoone, S. F., 01 Oct 2014, In : IEEE Transactions on Sustainable Energy. 5, 4, p. 1184-1192 9 p., 6878458.

Research output: Contribution to journalArticle

30 Citations (Scopus)

Non-contact under-mattress sleep monitoring

Walsh, L. & McLoone, S., 17 Jul 2014, In : Journal of ambient intelligence and smart environments. 6, 4, p. 385-401 17 p.

Research output: Contribution to journalArticle

5 Citations (Scopus)

On Regression Methods for Virtual Metrology in Semiconductor Manufacturing

Wan, J., Pampuri, S., O'Hara, P. G., Johnston, A. B. & McLoone, S., Jun 2014, Irish Signals & Systems Conference 2014 and 2014 China-Ireland International Conference on Information and Communications Technologies (ISSC 2014/CIICT 2014). 25th IET. IET, p. 380-385

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

11 Citations (Scopus)

Population Mobility Dynamics Estimated from Mobile Telephony Data

Doyle, J., Hung, P., Farrell, R. & McLoone, S., 09 Jun 2014, In : Journal of Urban Technology. 21, 2, p. 109-132 24 p.

Research output: Contribution to journalArticle

13 Citations (Scopus)

Predictive Maintenance for Improved Sustainability - An Ion Beam Etch Endpoint Detection System Use Case

Wan, J., McLoone, S., English, P., O'Hara, P. G. & Johnston, A., 2014, Intelligent Computing in Smart Grid and Electrical Vehicles: International Conference on Life System Modeling and Simulation, LSMS 2014 and International Conference on Intelligent Computing for Sustainable Energy and Environment, ICSEE 2014 Shanghai, China, September 20-23, 2014 Proceedings, Part III. Li, K., Xue, Y., Cui, S. & Niu, Q. (eds.). Springer, Vol. 463. p. 147-156 (Communications in Computer and Information Science; vol. 463).

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

3 Citations (Scopus)

Root Cause Analysis by a Combined Sparse Classification and Monte Carlo Approach

Zanon, M., Susto, G. A. & McLoone, S., Aug 2014, Proceedings of the 19th IFAC World Congress, 2014. Boje, E. & Xia, X. (eds.). 1 ed. International Federation of Automatic Control, Vol. 19. p. 1947-1952 6 p. (World Congress; vol. 19, no. 1).

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

3 Citations (Scopus)

Towards Multi-Sensor Spectral Alignment Through Post Measurement Calibration Correction

Puggini, L., Doyle, J. & McLoone, S., Jun 2014, Proceedings of the Joint 25th IET Irish Signals & Systems Conference 2014& 2014 China-Ireland International Conference on Information and Communications Technologies (ISSC 2014/CIICT 2014). 25th IET. IET, p. 402-407

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

1 Citation (Scopus)
2013

A dynamic sampling methodology for plasma etch processes using Gaussian process regression

Wan, J., Honari, B. & McLoone, S., 01 Jan 2013, 2013 24th International Conference on Information, Communication and Automation Technologies, ICAT 2013. IEEE Computer Society, 6684080

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

5 Citations (Scopus)

A predictive maintenance system for integral type faults based on support vector machines: An application to ion implantation

Susto, G. A., Schirru, A., Pampuri, S., Pagano, D., McLoone, S. & Beghi, A., 01 Dec 2013, IEEE International Conference on Automation Science and Engineering. p. 195-200 6 p. 6653952

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

10 Citations (Scopus)

Efficient predictive demand response using laguerre functions

Mc Namara, P. & McLoone, S., 01 Dec 2013, IEEE Power and Energy Society General Meeting. 6672963

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

1 Citation (Scopus)

Evaluation of sampling methods for learning from imbalanced data

Goel, G., Maguire, L., Li, Y. & McLoone, S., 28 Aug 2013, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 7995 LNCS. p. 392-401 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7995 LNCS).

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

8 Citations (Scopus)

Fair charging strategies for EVs connected to a low-voltage distribution network

Liu, M., McNamara, P. & McLoone, S., 01 Dec 2013, 2013 4th IEEE/PES Innovative Smart Grid Technologies Europe, ISGT Europe 2013. 6695268

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

11 Citations (Scopus)

Hierarchical demand response using dantzig-wolfe decomposition

Mc Namara, P. & McLoone, S., 01 Dec 2013, 2013 4th IEEE/PES Innovative Smart Grid Technologies Europe, ISGT Europe 2013. 6695269

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

8 Citations (Scopus)

Interpreting pedestrian behaviour by visualising and clustering movement data

McArdle, G., Demšar, U., Van Der Spek, S. & McLoone, S., 11 Apr 2013, Web and Wireless Geographical Information Systems. Vol. 7820 . p. 64-81 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7820 LNCS).

Research output: Chapter in Book/Report/Conference proceedingChapter

2 Citations (Scopus)
3 Citations (Scopus)

On-off based charging strategies for EVs connected to a Low Voltage distributon network

Liu, M., McLoone, S., Studli, S., Middleton, R., Shorten, R. & Braslavs, J., 01 Jan 2013, Asia-Pacific Power and Energy Engineering Conference, APPEEC. IEEE Computer Society, 6837241

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

3 Citations (Scopus)

Optimal Job Scheduling of Grid Computing Using Efficient Binary Artificial Bee Colony

Kim, S-S., Byeon, J-H., Liu, H., Abraham, A. & McLoone, S., 2013, In : Soft Computing. 17, 5, p. 867-882

Research output: Contribution to journalArticle

30 Citations (Scopus)

Predicting organic acid concentration from UV/vis spectrometry measurements - A comparison of machine learning techniques

Wolf, C., Gaida, D., Stuhlsatz, A., Ludwig, T., McLoone, S. & Bongards, M., Feb 2013, In : Transactions of the Institute of Measurement and Control. 35, 1, p. 5-15

Research output: Contribution to journalArticle

9 Citations (Scopus)

Prediction of integral type failures in semiconductor manufacturing through classification methods

Susto, G. A., McLoone, S., Pagano, D., Schirru, A., Pampuri, S. & Beghi, A., 24 Dec 2013, IEEE International Conference on Emerging Technologies and Factory Automation, ETFA. 6648127

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

6 Citations (Scopus)

Principal Component Analysis on Spatial Data: An Overview

Demšar, U., Harris, P., Brunsdon, C., Fotheringham, S. & McLoone, S., Jan 2013, In : Annals of the Association of American Geographers. 103, 1, p. 106-128

Research output: Contribution to journalArticle

139 Citations (Scopus)