In the quest for decreasing fuel consumption and resulting gas emissions in aeronautic sector, lightweight materials such as Carbon Fiber Reinforced Polymers (CFRPs) Ti-6Al-4V alloys are being used. These materials, with excellent weight-to-strength ratios, widely used structural applications aircraft manufacturing. To date, several studies have been published showing that use of metalworking f...

In the metalworking industries of the most industrially developed countries forging remains one of the dominating technologies. In order to achieve optimal performance throughout the various phases of design process, computer aided technologies must be applied extensively. Special importance is placed upon CAM simulations as an important aid in optimization of process planning. This paper is fo...

Abstract This article reviews and analyzes the approaches utilized for monitoring cutting tool conditions. The Research focuses on publications from 2012 to 2022 (10 years), in which Machine Learning other statistical processes are used determine quality, condition, wear, remaining useful life (RUL) of shearing tools. paper quantifies typical signals by researchers scientists (vibration workpie...

Product design is a key aspect of human intelligence and creativity, attracting not only experts but also people without any formal training. Although numerous in developing countries manufacture products metalworking microenterprises the informal sector, there still little knowledge about their process. This paper aims to fill this gap knowledge. We aim investigate processes sector Tanzania. I...

Image augmentation has become an important part of the data preprocessing pipeline, helping to acquire more samples by altering existing cutting, shifting, etc.. For some domains, augmenting images is not sufficient, due missing in domains (e.g., faulty work pieces or events that occur infrequently). In such a case, new must be generated, since with surface quality defects are often rare occurr...