• 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

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Paper
2020

An Adaptive Memory Multi-Batch L-BFGS Algorithm for Neural Network Training

Zocco, F. & McLoone, S., 28 Apr 2020, (Accepted). 6 p.

Research output: Contribution to conferencePaper

2018

A Dynamic Sampling Approach for Cost Reduction in Semiconductor Manufacturing

Susto, G. A., Maggipinto, M., Zocco, F. & McLoone, S., 15 Mar 2018, (Accepted). 8 p.

Research output: Contribution to conferencePaper

Open Access
File
94 Downloads (Pure)

Cooperative Slip Detection Using a Dual-Arm Baxter Robot

Trimble, S., Naeem, W. & McLoone, S., 04 Sep 2018, p. 246-258. 12 p.

Research output: Contribution to conferencePaper

On Optimising Spatial Sampling Plans for Wafer Profile Reconstruction

McLoone, S., Zocco, F., Maggipinto, M. & Susto, G. A., 2018. 6 p.

Research output: Contribution to conferencePaper

1 Citation (Scopus)
2017

Adaptive islanding detection and diagnosis using wide area monitoring

Rafferty, M., Liu, X., Laverty, D., Xie, L. & McLoone, S., 29 Sep 2017. 6 p.

Research output: Contribution to conferencePaper

Anomaly Detection through on-line Isolation Forest: An application to plasma etching

Susto, G. A., Beghi, A. & McLoone, S., 15 May 2017.

Research output: Contribution to conferencePaper

Open Access
Open Access
1 Citation (Scopus)

High speed permanent magnet motor design and power loss analysis

Zhang, Y., McLoone, S. & Cao, W., 26 Oct 2017. 6 p.

Research output: Contribution to conferencePaper

3 Citations (Scopus)

Power loss and demagnetization research for high speed permanent magnet electrical machine

Zhang, Y., McLoone, S. & Cao, W., 15 Aug 2017. 1 p.

Research output: Contribution to conferencePaper

The Effect of Wind Generation on Wholesale Electricity Prices in Ireland

Kernan, R., Liu, X., McLoone, S. & Fox, B., Oct 2017. 6 p.

Research output: Contribution to conferencePaper

Open Access
File
175 Downloads (Pure)
2016

A Bias Compensated Cross-Relation approach to Thermocouple Characterisation

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

Research output: Contribution to conferencePaper

2 Citations (Scopus)

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

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)

Fault Detection using Random Forest Similarity Distance

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

Research output: Contribution to conferencePaper

On Generalising Difference Equation Characterisation to Higher-Order Sensor Models

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

Research output: Contribution to conferencePaper

1 Citation (Scopus)
2014

Battery modelling methods for electric vehicles - a review

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

Research output: Contribution to conferencePaper

42 Citations (Scopus)
2012

Analysing Ireland's Interurban Communication Network using Call Data Records

Carolan, E., McLoone, S. & Farrell, R., 2012.

Research output: Contribution to conferencePaper

Automatic Control and Machine Learning for Semiconductor Manufacturing: Review and Challenges

Susto, G. A., Pampuri, S., Schirru, A., De Nicolao, G. & McLoone, S., 2012.

Research output: Contribution to conferencePaper

Towards a Quantitative Model of Mobile Phone Usage Ireland - a Preliminary Study

Farrell, R., Carolan, E. & McLoone, S., 2012.

Research output: Contribution to conferencePaper

2011

A Methodology for Validating Artifact Removal Techniques for fNIRS

Sweeney, K. T., Ayaz, H., Ward, T. E., Izzetoglu, M., McLoone, S. & Onaral, B., 2011.

Research output: Contribution to conferencePaper

A Review of the State of the Art in Artifact Removal Technologies as used in an Assisted Living Domain

Sweeney, K. T., Kelly, D., Ward, T. E. & McLoone, S., 2011.

Research output: Contribution to conferencePaper

1 Citation (Scopus)

Identification of Nocturnal Movements During Sleep Using the Non-Contact Under Mattress Bed Sensor

Walsh, L., Moloney, E. & McLoone, S., 2011.

Research output: Contribution to conferencePaper

10 Citations (Scopus)

Optimal Control of Biogas Plants Using Nonlinear MPC

Gaida, D., Brito, A., Wolf, C., Bäck, T., Bongards, M. & McLoone, S., 2011.

Research output: Contribution to conferencePaper

Plasma Etch Process Virtual Metrology using Aggregative Linear Regression

Prakash, P. K. S. & McLoone, S., 2011.

Research output: Contribution to conferencePaper

Self-Organizing Map based operating regime estimation for state based control of Wastewater Treatment Plants

Kern, P., Wolf, C., Bongards, M., Oyetoyan, T. D. & McLoone, S., 2011.

Research output: Contribution to conferencePaper

2 Citations (Scopus)

State Estimation for Anaerobic Digesters using the ADM1

Gaida, D., Wolf, C., Meyer, C., Stuhlsatz, A., Lippel, J., Bäck, T., Bongards, M. & McLoone, S., 2011.

Research output: Contribution to conferencePaper

Utilising Mobile Phone Billing Records for Travel Made Discovery

Doyle, J., Hung, P., Kelly, D., McLoone, S. & Farrell, R., 2011.

Research output: Contribution to conferencePaper

2010

An Analysis of Noise on Optical Emission Spectroscopy Measurements

Ma, B., McLoone, S., Ringwood, J. & MacGearailt, N., 2010.

Research output: Contribution to conferencePaper

3 Citations (Scopus)

A simple bio-signals quality measure for in-home monitoring

Sweeney, K. T., McLoone, S. & Ward, T. E., 2010.

Research output: Contribution to conferencePaper

7 Citations (Scopus)

Classification and Mapping of Seabed Type from Deep Water Multi-Beam Echosounder (MBES) Data

Ahmed, K. I., Caughey, H., Hung, P., Demšar, U., McLoone, S., Fotheringham, A. S., Monteys, X., O'Toole, R. & Harris, P., 2010.

Research output: Contribution to conferencePaper

Developing a Statistical Methodology to Improve Classification and Mapping of Seabed Type from Deep Water Multi-Beam Echo Sounder (MBES) Data

Caughey, H., Ahmed, K. I., Hung, P., McLoone, S., Demšar, U., Fotheringham, A. S., Monteys, X., O'Toole, R. & Harris, P., 2010.

Research output: Contribution to conferencePaper

Intelligent Artifact Classification for Ambulatory Physiological Signals

Sweeney, K. T., Leamy, D. J., Ward, T. E. & McLoone, S., 2010.

Research output: Contribution to conferencePaper

9 Citations (Scopus)

Minimal Hardware Bluetooth Tracking for Long-Term At-Home Elder Supervision

Kelly, D., McLoone, S. & Farrell, R., 2010.

Research output: Contribution to conferencePaper

3 Citations (Scopus)

On generalisation of dual-thermocouple sensor characterisation to RTDs

Brown, C., Kee, R., Irwin, G., McLoone, S. & Hung, P., Apr 2010, p. 991-996. 6 p.

Research output: Contribution to conferencePaper

1 Citation (Scopus)

Organic Acid Prediction in Biogas Plants Using UV/vis Spectroscopic Online-Measurements

Wolf, C., Gaida, D., Stuhlsatz, A., McLoone, S. & Bongards, M., 2010.

Research output: Contribution to conferencePaper

4 Citations (Scopus)

Seabed type clustering using single-beam echo sounder time series data

Hung, P., McLoone, S. & Monteys, X., 2010.

Research output: Contribution to conferencePaper

Topography of Irish Mobile Telephony Activities: Visualising Human Dynamics on a Macro Scale

Doyle, J., McLoone, S., McCarthy, T. & Farrell, R., 2010.

Research output: Contribution to conferencePaper

2009

Computationally tractable location estimation on WiFi enabled mobile phones

Kelly, D., Behan, R., Villing, R. & McLoone, S., 2009.

Research output: Contribution to conferencePaper

Determining Sleep Metrics and Nocturnal Activity Using an Unobtrusive Pressure Sensing Grid

Walsh, L., McLoone, S., Behan, J., Dishongh, T., Prendergast, D. & Quigley, B., 2009.

Research output: Contribution to conferencePaper

Extracting Localised Mobile Activity Patterns from Cumulative Mobile Spectrum RSSI

Doyle, J., Farrell, R., McLoone, S., McCarthy, T. & Hung, P., 2009.

Research output: Contribution to conferencePaper

Identifying key process characteristics and predicting Etch Rate from High Dimensionality Datasets

Ragnoli, E., McLoone, S., Lynn, S., Ringwood, J. & MacGearailt, N., 2009.

Research output: Contribution to conferencePaper

Lightweight Signal Processing Algorithms for Human Activity Monitoring using Dual PIR-sensor Nodes

Tahir, M., Hung, P., Farrell, R., McLoone, S. & McCarthy, T., 2009.

Research output: Contribution to conferencePaper

Utilising Mobile Phone RSSI Metric for Human Activity Detection

Doyle, J., Farrell, R., McLoone, S., McCarthy, T., Tahir, M. & Hung, P., 2009.

Research output: Contribution to conferencePaper

Virtual metrology for plasma etch using tool variables

Lynn, S., Ringwood, J., MacGearailt, N., Ragnoli, E. & McLoone, S., 2009.

Research output: Contribution to conferencePaper

31 Citations (Scopus)

Wireless Sensor Networks for Activity Monitoring using Multi-sensor Multi-modal Node Architecture

Hung, P., Tahir, M., Farrell, R., McLoone, S. & McCarthy, T., 2009.

Research output: Contribution to conferencePaper

2008

A bluetooth-based minimum infrastructure home localisation system

Kelly, D., McLoone, S. & Dishongh, T., 2008.

Research output: Contribution to conferencePaper

12 Citations (Scopus)