A hybrid optimization approach for intelligent manufacturing in plastic injection molding by using artificial neural network and genetic algorithm. [PDF]
Sci Rep, 2023 This study presents a novel hybrid optimization approach for intelligent manufacturing in plastic injection molding (PIM). It focuses on globally optimizing process parameters to ensure high-quality products while reducing cycle time, material waste, and
El Ghadoui M, Mouchtachi A, Majdoul R.
europepmc +2 more sources
Metal Additive Manufacturing of Plastic Injection Molds with Conformal Cooling Channels. [PDF]
Polymers (Basel), 2022 Conformal cooling channels (CCCs) are widely used in the plastic injection molding process to improve the product quality and operational performance. Tooling that incorporates CCCs can be fabricated through metal additive manufacturing (MAM).
Kanbur BB +6 more
europepmc +2 more sources
Recent progress in minimizing the warpage and shrinkage deformations by the optimization of process parameters in plastic injection molding: a review. [PDF]
Int J Adv Manuf Technol, 2022 The quality control of plastic products is an essential aspect of the plastic injection molding (PIM) process. However, the warpage and shrinkage deformations continue to exist because the PIM process is easily interfered with by several related or ...
Zhao NY, Lian JY, Wang PF, Xu ZB.
europepmc +2 more sources
Industry 4.0 In-Line AI Quality Control of Plastic Injection Molded Parts. [PDF]
Polymers (Basel), 2022 Automatic in-line process quality control plays a crucial role to enhance production efficiency in the injection molding industry. Industry 4.0 is leading the productivity and efficiency of companies to minimize scrap rates and strive for zero-defect ...
Aminabadi SS +6 more
europepmc +2 more sources
Injection Molding Plastic Solar Cells
Advanced Science, 2023 While organic photovoltaics are accessing specific application sectors taking advantage of their unique properties, it is important to identify as many differentiators as possible to expand the market penetration and consolidation of this technology.
Ignasi Burgués‐Ceballos +10 more
doaj +3 more sources
Community Waste Plastic Recycling System Through Plastic Injection Molding [PDF]
MATEC Web of Conferences, 2021 High demand for plastic worldwide has resulted in increasing environmental pollution. To make the plastic manufacturing process more environmentally friendly, recycling of waste plastic must be considered.
Koo Lih Zhang +2 more
doaj +2 more sources
Evaluation of Chat Generative Pretrained Transformer’s Performance in Cosmetic Injection Consultation by Authoritative Plastic Surgeons [PDF]
Plastic and Reconstructive Surgery, Global OpenBackground:. ChatGPT (Chat Generative Pretrained Transformer), a large language model–based artificial intelligence, simulates doctor–patient communication.
Jintian Hu, MD +8 more
doaj +2 more sources
A Thermomechanical Analysis of Conformal Cooling Channels in 3D Printed Plastic Injection Molds
Applied Sciences, 2018 Plastic injection molding is a versatile process, and a major part of the present plastic manufacturing industry. The traditional die design is limited to straight (drilled) cooling channels, which don’t impart optimal thermal (or thermomechanical)
Suchana Akter Jahan, Hazim El-Mounayri
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The Application of High-frequency Ultrasonic Imaging in Identifying Fillers in the Temporal Region
Plastic and Reconstructive Surgery, Global Open, 2023 Background:. This study aimed to evaluate the ultrasonic manifestations of diversified corium fillers in the temporal region and to provide clinicians with suggestions for diagnosis and treatment. Methods:.
Liya Jiang, MD +6 more
doaj +1 more source
Materials Today Communications, 2022 A novel multi-material design concept to be applied in plastic injection moulds is proposed combining the mechanical resistance of the 420 stainless steel alloy and the high thermal conductivity of copper, in a single component, fabricated in just one ...
Â. Cunha +6 more
semanticscholar +1 more source