| A soft sensor for prediction of mechanical properties of extruded PLA sheet using an instrumented slit die and machine learning algorithms K Mulrennan, J Donovan, L Creedon, I Rogers, JG Lyons, M McAfee Polymer Testing 69, 462-469, 2018 | 32 | 2018 |
| A Data Science Approach to Modelling a Manufacturing Facility's Electrical Energy Profile from Plant Production Data K Mulrennan, J Donovan, D Tormey, R Macpherson 2018 IEEE 5th International Conference on Data Science and Advanced …, 2018 | 10 | 2018 |
| Modelling the electrical energy profile of a batch manufacturing pharmaceutical facility K Mulrennan, M Awad, J Donovan, R Macpherson, D Tormey International Journal of Data Science and Analytics 10 (3), 285-300, 2020 | 5 | 2020 |
| A constraint programming model for makespan minimisation in batch manufacturing pharmaceutical facilities M Awad, K Mulrennan, J Donovan, R Macpherson, D Tormey Computers & Chemical Engineering 156, 107565, 2022 | 3 | 2022 |
| NIR-based intelligent sensing of product yield stress for high-value bioresorbable polymer processing K Mulrennan, N Munir, L Creedon, J Donovan, JG Lyons, M McAfee Sensors 22 (8), 2835, 2022 | 2 | 2022 |
| Comparison of data summarization and feature selection techniques for in-process spectral data N Munir, K Mulrennan, M McAfee 2021 32nd Irish Signals and Systems Conference (ISSC), 1-7, 2021 | 2 | 2021 |
| Identifying highly variable and energy intensive batch manufacturing processes using statistical methodologies K Mulrennan, M Awad, J Donovan, R Macpherson, D Tormey Advances in Manufacturing Technology XXXIII, 495-500, 2019 | 1 | 2019 |
| Interpretable Machine Learning Methods for Monitoring Polymer Degradation in Extrusion of Polylactic Acid N Munir, R McMorrow, K Mulrennan, D Whitaker, S McLoone, ... Polymers 15 (17), 3566, 2023 | | 2023 |
| A Combined Acute and Chronic Risk Assessment Rolling Window for Type 1 Diabetes F Munawar, J Donovan, E Kiely, K Mulrennan 2022 IEEE 5th International Conference on Image Processing Applications and …, 2022 | | 2022 |
| Bulk modification of poly (lactic acid) by CO2 laser radiations F Dave, K Mulrennan, R Sherlock, D Tormey Advances in Manufacturing Technology XXXIII, 370-375, 2019 | | 2019 |
| The Identification of Utility Constraints in a Batch Manufacturing Facility M Awad, K Mulrennan, J Donovan, R Macpherson, D Tormey Advances in Manufacturing Technology XXXIII, 479-484, 2019 | | 2019 |
| Soft sensor modelling for the inline characterisation of polylactide (PLA) in a twin screw extrusion process K Mulrennan Institute of Technology, Sligo, 2019 | | 2019 |
| Developing a plant electrical energy model from historic batch scheduling data K Mulrennan, J Donovan, R Macpherson, D Tormey International Manufacturing Conference 35, 2018 | | 2018 |
| Developing a soft sensor Random Forest model for the inline product characterization of Polylactide (PLA) in a twin screw melt extrusion process K Mulrennan, M McAfee, J Donovan, L Creedon, F Buchanan, M Billham ANTEC, 1024 - 1031, 2017 | | 2017 |
| Development of a Soft Sensor to Predict the Molecular Weight of Polylactide (PLA) in a Melt Extrusion Process K Mulrennan, D Whitaker, E Talvitie, I Lyyra, T Annala, M Kellomäki, ... | | 2016 |
| Energy Consumption Profiling-A Case Study in a Batch Manufacturing Facility M Awad, K Mulrennan, J Donovan, R Macpherson, D Tormey facilities 6, 9, 0 | | |
Marion McAfeeAtlantic Technological University, Queen's University Belfast; Institute of Technology SligoVerified email at atu.ie
