Monitoring and control for thermoplastics injection molding a review
Thermoplastics injection molding has found increasing use in several industry sectors. To
achieve high effectivity of the process and desirable quality of the manufactured product …
achieve high effectivity of the process and desirable quality of the manufactured product …
A nondestructive online method for monitoring the injection molding process by collecting and analyzing machine running data
Nondestructive online monitoring of injection molding processes is of great importance.
However, almost all prior research has focused on monitoring polymers in molds and …
However, almost all prior research has focused on monitoring polymers in molds and …
[HTML][HTML] Optimal control of the part mass for the injection molding process
Injection molding is one of the most important processes to manufacture plastic goods.
During the long production times, process variations might lead to a varying product quality …
During the long production times, process variations might lead to a varying product quality …
Deep learning‐based optimal tracking control of flow front position in an injection molding machine
J Xu, Z Ren, S **e, Y Wang… - … Control Applications and …, 2023 - Wiley Online Library
The product quality of injection‐molded plastic is closely related to the injection flow velocity
of molten plastics. In this article, an optimal tracking control problem for the injection flow …
of molten plastics. In this article, an optimal tracking control problem for the injection flow …
Model-predictive control of servo-pump driven injection molding machines
C Froehlich, W Kemmetmüller… - IEEE transactions on …, 2019 - ieeexplore.ieee.org
A high-dynamic and accurate control of the process variables within their admissible limits is
essential to meet a high product quality in injection molding processes. Conventional control …
essential to meet a high product quality in injection molding processes. Conventional control …
Hybrid dynamic optimal tracking control of hydraulic cylinder speed in injection molding industry process.
Z Ren, G Wu, Z Wu, S **e - Journal of Industrial & …, 2023 - search.ebscohost.com
Injection speed control is one of the most essential components in the injection molding
process. It is critical to implement fast and reliable injection speed optimization control for the …
process. It is critical to implement fast and reliable injection speed optimization control for the …
Artificial neural network motor control for full-electric injection moulding machine
O Veligorskyi, R Chakirov… - 2019 IEEE …, 2019 - ieeexplore.ieee.org
This paper proposes a new artificial neural network-based position controller for a full-
electric injection moulding machine. Such a controller improves the dynamic characteristics …
electric injection moulding machine. Such a controller improves the dynamic characteristics …
Optimal robust tracking control of injection velocity in an injection molding machine
G Wu, Z Ren, J Li, Z Wu - Mathematics, 2023 - mdpi.com
Injection molding is a critical component of modern industrial operations, and achieving fast
and stable control of injection molding machines (IMMs) is essential for producing high …
and stable control of injection molding machines (IMMs) is essential for producing high …
Control-oriented modeling of servo-pump driven injection molding machines in the filling and packing phase
C Froehlich, W Kemmetmüller… - … and Computer Modelling …, 2018 - Taylor & Francis
Servo-valves or variable displacement pumps are typically used to control conventional
hydraulic injection molding machines (IMMs). Recent developments in electrical drive …
hydraulic injection molding machines (IMMs). Recent developments in electrical drive …
Self-organizing fuzzy controller for injection molding machines
J Lin, RJ Lian - Journal of Process Control, 2010 - Elsevier
Most plastic parts are manufactured using an open-loop injection molding machine (IMM).
However, this process produces parts with poor dimensional precision and may result in …
However, this process produces parts with poor dimensional precision and may result in …