This introduction paper is based on the paper “Improving Die-Casting Part Classification using Transfer Learning with Deep Convolutional Neural Networks” published by “IEOM Society International”. 1. Overview: 2. Abstract: Product quality is a crucial factor in the manufacturing process today, as it determines the company’s competitive advantages and the consumer’s requirements. The problem arises from
This introduction paper is based on the paper “Casting Microstructure Inspection Using Computer Vision: Dendrite Spacing in Aluminum Alloys” published by “Metals”. 1. Overview: 2. Abstract: This paper investigates the determination of secondary dendrite arm spacing (SDAS) using convolutional neural networks (CNNs). The aim was to build a Deep Learning (DL) model for SDAS prediction
This introduction paper is based on the paper “Numerical and experimental analysis of a high pressure die casting Aluminum suspension cross beam for light commercial vehicles” published by “La Metallurgia Italiana”. 1. Overview: 2. Abstract: The purpose of the present paper is to enhance and deepen the lightweight optimization in automotive, in particular for commercial
This introduction paper is based on the paper “Newly Developed Magnesium Alloys for Powertrain Applications” published by “JOM: the journal of the Minerals, Metals & Materials Society”. 1. Overview: 2. Abstract: Several new magnesium alloys have been developed recently for high-temperature applications to obtain an optimal combination of die castability, creep resistance, mechanical properties, corrosion
This introduction paper is based on the paper “Mould Design for Clutch Housing Parts using a Casting Simulation of High Pressure Die Casting” published by “International Journal of Precision Engineering and Manufacturing”. 1. Overview: 2. Abstract: To manufacture automotive clutch housing parts in application of high pressure die casting, the following three gating system designs
This article introduces the paper “Developing a die casting magnesium alloy with excellent mechanical performance by controlling intermetallic phase”. 1. Overview: 2. Research Background: 3. Research Purpose and Research Questions: 4. Research Methodology: 5. Main Research Results: 6. Conclusion and Discussion: 7. Future Follow-up Research: 8. References: 9. Copyright: This material was summarized based on
This article introduces the paper [‘General manufacturing route for medical devices’] presented at the [‘Metallic Biomaterials Processing and Medical Device Manufacturing’] 1. Overview: 2. Research Background: Background of the Research Topic: Manufacturing is fundamental to the secondary industry, transforming raw materials into finished goods. The medical device industry utilizes a wide array of manufacturing processes
This article introduces the paper “Combined defect prediction for large-area die-cast components using high-resolution multi-phase simulation”. 1. Overview 2. Research Background 3. Research Purpose and Research Questions 4. Research Methodology 5. Main Research Results 6. Conclusion and Discussion 7. Future Follow-up Research 8. References 9. Copyright This material was summarized based on the above paper,
The content of this introduction paper is based on the article “A Simulation and Fabrication Works on Optimization of High Pressure Aluminum Die Casting Part” published by “Acta Physica Polonica A”. 1. Overview: 2. Abstract: High-pressure die casting offers reduced costs due to its small tolerances and smooth surface finish. Casting parts produced are consumed
This article introduces the paper “Application of Automobile Lightweight Alloys and the Development of its Die-Casting Technology”. 1. Overview: 2. Research Background: The automotive industry increasingly utilizes lightweight alloy materials due to the development of lightweight vehicles. Auto manufacturers are seeking thinner and stronger materials, presenting a significant challenge to lightweight alloy die-casting technology. Sustainable
