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
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
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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
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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
Local Injections of Fluorouracil for Eyelid Hordeolum [PDF]
Plastic and Reconstructive Surgery, Global OpenSummary:. Hordeolum is usually self-limited, but a subset of patients develop persistent, symptomatic induration or prefer to avoid incision and curettage in the cosmetically sensitive eyelid.
Mengzhe Qin, MD +6 more
doaj +2 more sources
Global Research Trends and Thematic Evolution in Injectable Aesthetic Medicine: A 25-year Bibliometric Analysis (2000–2025) [PDF]
Plastic and Reconstructive Surgery, Global OpenBackground:. Injectable aesthetic procedures, particularly botulinum toxin and hyaluronic acid fillers, have revolutionized minimally invasive facial rejuvenation. However, the global research landscape and thematic evolution of this field remain unclear.
Shunbing Lu, MM +6 more
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Service-Life Prediction of Core Inserts Under High-Volume Plastic Injection Molding Conditions. [PDF]
Materials (Basel)El Fahime H, Radouani M, El Fahime B.
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Journal of Cleaner Production, 2017 In the last decades, environmental footprint of the product manufacture has emerged as an important public concern, causing manufacturers to re-assess their product's environmental impacts.
Wai Cheung, Parag Vichare
exaly +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
doaj +2 more sources
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
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