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Louis Allen
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Data visualization for Industry 4.0: A stepping-stone toward a digital future, bridging the gap between academia and industry
L Allen, J Atkinson, D Jayasundara, J Cordiner, PZ Moghadam
Patterns 2 (5), 2021
262021
Integrating machine learning techniques into optimal maintenance scheduling
AS Yeardley, JO Ejeh, L Allen, SF Brown, J Cordiner
Computers & Chemical Engineering 166, 107958, 2022
172022
Development of a machine learning framework to determine optimal alloy composition based on steel hardenability prediction
L Allen, A Gill, A Smith, D Hill, PZ Moghadam, J Cordiner
Digital Chemical Engineering 9, 100118, 2023
22023
Predictive Maintenance in the Digital Era
AS Yeardley, JO Ejeh, L Allen, SF Brown, J Cordiner
Computer Aided Chemical Engineering 51, 1399-1404, 2022
22022
Wiz 4.0: A novel data visualisation and analytics dashboard for a graphical approach to industry 4.0
L Allen, J Atkinson, J Cordiner, M Zandi, PZ Moghadam
Computer Aided Chemical Engineering 49, 1747-1752, 2022
22022
Knowledge-Enhanced Spatiotemporal Analysis for Anomaly Detection in Process Manufacturing
L Allen, H Lu, J Cordiner
Computers in Industry 161, 104111, 2024
12024
Investigating Machine Learning Techniques for Effective Predictive Maintenance in Industrial Systems
M Ahmed, L Allen, J Cordiner
2022 AIChE Annual Meeting, 2022
12022
Towards Sustainable WWTP Operations: Forecasting Energy Consumption with Explainable Disentangled Graph Convolutional Networks
L Allen, J Cordiner
Computer Aided Chemical Engineering 53, 2719-2724, 2024
2024
Development of an Optimal Maintenance Scheduling Framework for Maintenance 4.0 Applications
L Allen, J Aldred, M Scattergood, J Cordiner
2023 AIChE Annual Meeting, 2023
2023
Cost Optimization of Steel Alloying Elements with Machine Learning Based Jominy Hardness Profile Prediction
L Allen, PZ Moghadam, J Cordiner
2022 AIChE Annual Meeting, 2022
2022
Knowledge-Enhanced Data-Driven Modeling of Wastewater Treatment Processes for Energy Consumption Forecasting
L Allen, J Cordiner
Available at SSRN 4819101, 0
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