S. McLoone

Most-cited papers

Machine Learning for Predictive Maintenance: A Multiple Classifier Approach
Gian Antonio Susto, A. Schirru, S. Pampuri, S. McLoone +1 more
2015IEEE Transactions on Industrial Informatics749 citations Open access
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Real-Time Multiple Event Detection and Classification Using Moving Window PCA
M. Rafferty, X. Liu, David M. Laverty, S. McLoone
2016IEEE Transactions on Smart Grid129 citations Open access
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Power Loss and Thermal Analysis of a MW High-Speed Permanent Magnet Synchronous Machine
Yue Zhang, S. McLoone, W. Cao, Feng-Yi Qiu +1 more
2017IEEE transactions on energy conversion121 citations Open access
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An enhanced variable selection and Isolation Forest based methodology for anomaly detection with OES data
Luca Puggini, S. McLoone
2018Engineering applications of artificial intelligence108 citations Open access
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Design and Flux-Weakening Control of an Interior Permanent Magnet Synchronous Motor for Electric Vehicles
Yue Zhang, W. Cao, S. McLoone, John Morrow
2016IEEE transactions on applied superconductivity67 citations Open access
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Supervised Aggregative Feature Extraction for Big Data Time Series Regression
Gian Antonio Susto, A. Schirru, S. Pampuri, S. McLoone
2016IEEE Transactions on Industrial Informatics62 citations Open access
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Anomaly Detection through on-line Isolation Forest: An application to plasma etching
Gian Antonio Susto, A. Beghi, S. McLoone
2017International Convention on Information and Communication Technology, Electronics and Microelectronics57 citations Open access
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Electromagnetic Loss Modeling and Demagnetization Analysis for High Speed Permanent Magnet Machine
Yue Zhang, S. McLoone, W. Cao
2018IEEE transactions on magnetics55 citations Open access
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Residential electrical vehicle charging strategies: the good, the bad and the ugly
Mingming Liu, Paul McNamara, R. Shorten, S. McLoone
201555 citations Open access
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Heating and cooling networks: A comprehensive review of modelling approaches to map future directions
Alastair Brown, A. Foley, David M. Laverty, S. McLoone +1 more
2022Energy53 citations Open access
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Cognitively Inspired Artificial Bee Colony Clustering for Cognitive Wireless Sensor Networks
Sung-Soo Kim, S. McLoone, Ji-Hwan Byeon, Seokcheon Lee +1 more
2017Cognitive Computation47 citations Open access
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Demand side management of an urban water supply using wholesale electricity price
Ronan Kernan, X. Liu, S. McLoone, B. Fox
201745 citations Open access
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DeepVM: A Deep Learning-based approach with automatic feature extraction for 2D input data Virtual Metrology
Marco Maggipinto, A. Beghi, S. McLoone, Gian Antonio Susto
2019Journal of Process Control44 citations Open access
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SEEM: A Sequence Entropy Energy-Based Model for Pedestrian Trajectory All-Then-One Prediction
Dafeng Wang, Hongbo Liu, Nai-Yao Wang, Yi-Yang Wang +2 more
2022IEEE Transactions on Pattern Analysis and Machine Intelligence43 citations Open access
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Hierarchical Demand Response for Peak Minimization Using Dantzig–Wolfe Decomposition
Paul McNamara, S. McLoone
2015IEEE Transactions on Smart Grid37 citations
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A novel dynamic opposite learning enhanced Jaya optimization method for high efficiency plate-fin heat exchanger design optimization
Li-Dong Zhang, Tianyu Hu, Lin-Xin Zhang, Zhi-Le Yang +3 more
2023Engineering applications of artificial intelligence36 citations Open access
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Forward Selection Component Analysis: Algorithms and Applications
Luca Puggini, S. McLoone
2017IEEE Transactions on Pattern Analysis and Machine Intelligence36 citations Open access
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Enhanced AIMD-based decentralized residential charging of EVs
Mingming Liu, S. McLoone
201536 citations Open access
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Real-time multiple event detection and classification using moving window PCA
M. Rafferty, X. Liu, David M. Laverty, S. McLoone
2017IEEE Power & Energy Society General Meeting35 citations
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MMFSL: A Novel Multimodal Few-Shot Learning Framework for Fault Diagnosis of Industrial Bearings
Lan Cheng, Zhaokai An, Yuanjun Guo, M. Ren +2 more
2023IEEE Transactions on Instrumentation and Measurement33 citations Open access
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Wide-Area Phase-Angle Measurements for Islanding Detection—An Adaptive Nonlinear Approach
X. Liu, J. Kennedy, David M. Laverty, D. Morrow +1 more
2016IEEE Transactions on Power Delivery30 citations Open access
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Fault detection using random forest similarity distance
Luca Puggini, John Doyle, S. McLoone
201530 citations Open access
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Interpretable Machine Learning Methods for Monitoring Polymer Degradation in Extrusion of Polylactic Acid
Nimra Munir, Ross McMorrow, Konrad Mulrennan, D. Whitaker +5 more
2023Polymers28 citations Open access
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Gaussian Process Regression for Virtual Metrology-Enabled Run-to-Run Control in Semiconductor Manufacturing
Jian Wan, S. McLoone
2018IEEE transactions on semiconductor manufacturing28 citations Open access
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Non-contact Pressure-based Sleep/Wake Discrimination
L. Walsh, S. McLoone, J. Ronda, J. Duffy +1 more
2016IEEE Transactions on Biomedical Engineering25 citations Open access
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Fixed‐time integral sliding mode control for admittance control of a robot manipulator
Yu-Zhu Sun, Mien Van, Stephen McIlvanna, S. McLoone +1 more
2022International Journal of Robust and Nonlinear Control21 citations Open access
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CVR and Loss Optimization Through Active Voltage Management: A Trade-off Analysis
H. Gharavi, L. F. Ochoa, X. Liu, G. Paterson +2 more
2020IEEE Transactions on Power Delivery21 citations Open access
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Adaptive Admittance Control for Safety-Critical Physical Human Robot Collaboration
Yu-Zhu Sun, Mien Van, Stephen McIlvanna, S. McLoone +1 more
2022IFAC-PapersOnLine19 citations Open access
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Load and harmonic distortion characterization of modern low-energy lighting under applied voltage variation
Gareth McLorn, David M. Laverty, D. Morrow, S. McLoone
2019Electric power systems research19 citations Open access
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Material measurement units for a circular economy: Foundations through a review
Federico Zocco, S. McLoone, B. Smyth
2021Sustainable Production and Consumption18 citations Open access
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A novel vSLAM framework with unsupervised semantic segmentation based on adversarial transfer learning
Sheng Jin, Liang Chen, Rong-Chuan Sun, S. McLoone
2020Applied Soft Computing18 citations Open access
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Extreme learning machines for virtual metrology and etch rate prediction
Luca Puggini, S. McLoone
2015Irish Signals and Systems Conference18 citations
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Congenital Nasolacrimal Duct Obstruction: Comparison of Two Different Treatment Algorithms.
Maria L. Napier, D. J. Armstrong, S. McLoone, E. Mcloone
2016Journal of pediatric ophthalmology and strabismus15 citations
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Induced Start Dynamic Sampling for Wafer Metrology Optimization
Gian Antonio Susto, Marco Maggipinto, Federico Zocco, S. McLoone
2020IEEE Transactions on Automation Science and Engineering13 citations Open access
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A Methodology for Efficient Dynamic Spatial Sampling and Reconstruction of Wafer Profiles
S. McLoone, A. Johnston, Gian Antonio Susto
2018IEEE Transactions on Automation Science and Engineering13 citations Open access
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Quantification of wind curtailment on a medium-sized power system and mitigation using municipal water pumping load
Rónán Davison-Kernan, X. Liu, S. McLoone, B. Fox
2019Renewable & Sustainable Energy Reviews11 citations Open access
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Control strategies for automatic generation control over MTDC grids
Paul Mc Namara, R. Meere, T. O'Donnell, S. McLoone
201611 citations Open access
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Feature Selection for Anomaly Detection Using Optical Emission Spectroscopy
Luca Puggini, S. McLoone
201611 citations Open access
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Hand-Eye-Object Tracking for Human Intention Inference
Samuel Adebayo, S. McLoone, J. Dessing
2022IFAC-PapersOnLine10 citations Open access
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A Novel Variable Precision Reduction Approach to Comprehensive Knowledge Systems
Chao Yang, Hongbo Liu, S. McLoone, C. L. Philip Chen +1 more
2018IEEE Transactions on Cybernetics10 citations Open access
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Enhanced ZIP load modelling for the analysis of harmonic distortion under Conservation Voltage Reduction
Gareth McLorn, D. Morrow, David M. Laverty, R. Best +2 more
201710 citations Open access
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A techno-economic analysis of a co-located wastewater treatment and hydrogen facility
C. Cameron, S. McLoone, Dylan Furszyfer, David Rooney +1 more
2023Journal of Cleaner Production9 citations Open access
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AugmenTech: The Usability Evaluation of an AR System for Maintenance in Industry
Daniel Brice, K. Rafferty, S. McLoone
2020International Conference on Augmented and Virtual Reality9 citations
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High speed permanent magnet motor design and power loss analysis
Yue Zhang, S. McLoone, W. Cao
2017IEEE Transportation Electrification Conference and Expo, Asia-Pacific9 citations
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Non-local Graph Convolutional Network for joint Activity Recognition and Motion Prediction
Dianhao Zhang, V. Ngo, Mien Van, S. McLoone
2021IEEE/RJS International Conference on Intelligent RObots and Systems8 citations Open access
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Load forecasting techniques for power systems with high levels of unmetered renewable generation: A comparative study
Judith Foster, X. Liu, S. McLoone
20188 citations Open access
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A Bias Compensated Cross-Relation approach to Thermocouple Characterisation
P. Gillespie, D. Gaida, Peter C. Hung, R. Kee +1 more
20168 citations Open access
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AIMD scheduling and resource allocation in distributed computing systems
E. Vlahakis, N. Athanasopoulos, S. McLoone
2021IEEE Conference on Decision and Control7 citations Open access
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Sparse Logistic Regression: Comparison of Regularization and Bayesian Implementations
Mattia Zanon, Giuliano Zambonin, Gian Antonio Susto, S. McLoone
2020Algorithms7 citations Open access
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Recovery of Linear Components: Reduced Complexity Autoencoder Designs
Federico Zocco, S. McLoone
2020Engineering applications of artificial intelligence7 citations Open access
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