no code implementations • 7 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.
no code implementations • 19 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.
no code implementations • 27 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.
no code implementations • 3 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.