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
![Figure 2-1 - Induction Motor components [2].](https://castman.co.kr/wp-content/uploads/Figure-2-1-Induction-Motor-components-2-570x342.webp)
The content of this introduction paper is based on the article “EXPERIMENTAL EVALUATION, DIAGNOSIS, AND PREDICTION OF THE IMPACTS OF POWER QUALITY DISTURBANCES IN IE2, IE3, AND IE4 CLASS EFFICIENCY MOTORS.” published by [UFPA/ITEC / PPGEE]. 1. Overview: 2. Abstract: Electric motors remain the largest end-use of electricity in the world and a fundamental part
This introductory paper is the research content of the paper “Towards a Data Lake for High Pressure Die Casting” published by MDPI. 1. Overview: 2. Abstract The High Pressure Die Casting (HPDC) process is characterized by a high degree of automation and therefore represents a data rich production technology. From concepts such as Industry 4.0
This introductory paper is the research content of the paper “High Temperature Strength Reduces Soldering In Aluminum High Pressure Die Casting” published by Open Access Dissertation. 1. Overview: 2. Abstract Die soldering, an adhesion defect in high pressure die casting (HPDC), is a symptom of localized sticking where a localized portion of the cast material
This introductory paper is the research content of the paper “Fields of Action in Mega-Casting for the Industrialization of Automotive Car Bodies” published by 27. – 29. SEP 2022 | BAD NAUHEIM, GERMANY, Car Body Parts – from development to production. 1. Overview: 2. Abstracts / Introduction The automotive industry is undergoing a transformational process,
This article introduces the paper “A computer-aided system for multi-gate gating-system design for die-casting dies” presented at the The International Journal of Advanced Manufacturing Technology 1. Overview: 2. Research Background: The design of gating-systems in die casting is traditionally a complex and time-intensive task heavily reliant on the expertise of die-casting engineers. Current industrial practices
This article introduces the paper “China’s Auto Makers are Revolutionizing Automotive Manufacturing” published by Horizon Insights Inc in April 2022. Investment Thesis: Revolutionizing Automotive Manufacturing The automotive industry is undergoing a significant transformation with the adoption of new integrated one-piece die casting technology using heat-free alloy casting materials. Here’s a breakdown of the key investment
This article introduces the paper ‘INDUSTRY 4.0 FOUNDRY DATA MANAGEMENT AND SUPERVISED MACHINE LEARNING IN LOW-PRESSURE DIE CASTING QUALITY IMPROVEMENT’ published by ‘International Journal of Metalcasting’. 1. Overview: 2. Abstracts or Introduction Low-pressure die casting (LPDC) is essential for producing high-performance aluminum alloy automobile wheel castings, where porosity defects are unacceptable. Maintaining the quality of
This article introduces the paper [‘LIGHTWEIGHT DESIGN OF VEHICLE SIDE DOOR’] published by [‘POLITECNICO DI TORINO’]. 1. Overview: 2. Abstracts or Introduction The thesis addresses the increasing environmental concerns regarding Green House Gas (GHG) emissions and stringent government regulations on vehicle safety, which necessitate the automotive industry to adopt new technologies for lighter and safer
![Figure 1. Ashby diagrams used for material selection: ferrous metal alloys are represented in green, non-ferrous metal alloys in purple and red, plastics in blue, and composite materials with both plastic and metal matrices in brown and orange. The black lines are the maximum deterioration of parameters [53].](https://castman.co.kr/wp-content/uploads/image-847-570x342.webp)
This article introduces the paper ‘Optimizing Lightweight Material Selection in Automotive Engineering: A Hybrid Methodology Incorporating Ashby’s Method and VIKOR Analysis’ published by Preprints.org. 1. Overview: 2. Abstracts or Introduction The automotive industry is facing increasing pressure to reduce greenhouse gas (GHG) emissions. Lightweighting is a key strategy, and material selection plays a crucial role
