Search Results for author: David Tormey

Found 4 papers, 0 papers with code

Model-based pressure tracking using a feedback linearisation technique in thermoplastic injection moulding

no code implementations7 Mar 2024 Mandana Kariminejad, David Tormey, Marion McAfee

Injection moulding is a well-established automated process for manufacturing a wide variety of plastic components in large volumes and with high precision.

Single and Multi-Objective Real-Time Optimisation of an Industrial Injection Moulding Process via a Bayesian Adaptive Design of Experiment Approach

no code implementations19 Feb 2024 Mandana Kariminejad, David Tormey, Caitríona Ryan, Christopher O'Hara, Albert Weinert, Marion McAfee

In this study, for the first time, an experimental ADoE approach, based on Bayesian optimisation, was developed in injection moulding using process and sensor data to optimise the quality and cycle time in real-time.

Bayesian Optimisation

Optimization of a Commercial Injection-Moulded component by Using DOE and Simulation

no code implementations27 Jan 2023 Mandana Kariminejad, David Tormey, Saif Huq, Jim Morrison, Jeff Redmond, Carlos Souto, Marion McAfee

The component has been simulated in the Moldflow software to validate the predicted output and optimized settings of the variables from the DOE.

Comparison of Intelligent Approaches for Cycle Time Prediction in Injection Moulding of a Medical Device Product

no code implementations3 Feb 2022 Mandana Kariminejad, David Tormey, Saif Huq, Jim Morrison, Marion McAfee

Injection moulding is an increasingly automated industrial process, particularly when used for the production of high-value precision components such as polymeric medical devices.

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