Papers by Keyword: Manufacturing Industry

Abstract: This paper presents an overview of advanced deep learning techniques and machine vision technologies aimed at automating defect recognition tasks with unparalleled accuracy and efficiency. Various methodologies, including deep random chains combined with adaptive Faster R-CNN, Gradient-weighted Flaw Detecting using Convolutional Neural Networks (CNNs), and established architectures like Faster R-CNN and YOLOv5, are discussed. These methods leverage CNNs’ robustness in image classification tasks and feature extraction capabilities to improve defect detection accuracy on machined components. Furthermore, the integration of machine vision with optical inspection platforms enables rapid defect recognition, classification, and localization, significantly enhancing the overall quality control process in manufacturing environments. Visualizations of defect recognition scores and improvements in accuracy demonstrate the effectiveness of these methodologies, highlighting their potential to drive efficiency and competitiveness in the manufacturing industry. Overall, the continuous evolution and integration of these technologies offer immense potential for transforming quality control practices and driving excellence in defect detection in machined parts.

Abstract: The purpose of this article is to provide a comprehensive overview of the latest trends in abrasive waterjet cutting technologies and their current state of the art. The article will explore the basic principles of abrasive waterjet cutting and the process advantages and application fields. Additionally, the article will discuss the latest developments in abrasive waterjet cutting technologies, including advancements in abrasive waterjet systems, automation and control systems, and nozzle materials. It will also highlight the most advanced systems currently available and their features and capabilities, as well as provide examples of industries with specific applications that are currently using abrasive waterjet cutting technologies. Finally, the article will discuss potential future developments in abrasive waterjet cutting technologies and their potential to enhance cutting precision, speed, and efficiency, and lead to new applications. Overall, this article aims to provide a comprehensive understanding of abrasive waterjet cutting technologies and their importance in the manufacturing industry.

Abstract: The application of artificial intelligence (AI) in the manufacturing and service industries has witnessed rapid advancements in recent years. One prominent aspect is the utilization of Natural Language Processing (NLP) to facilitate human-machine interactions and enhance efficiency and user experience. This journal explores the implementation of NLP in the context of the manufacturing and service industry, focusing on the skateboard monitoring device. We demonstrate how NLP can improve analysis, prediction, and personalization in skateboard production, providing users with a more interactive and informative experience.

Abstract: According to the basic characteristics of high-level logistics and the formation and fusion process of logistics chain and supply chain, this paper puts forward and constructs the basic category of the two-industry-linkage integration field, summarizes the experience of integration field application in logistics research, discusses the formation and fusion development mechanism of the categories of the integration field’s integrator, field-source, base-nuclear, field line and so on in two-industry-linkage and draws inferences about the two-industry-linkage field line.

Abstract: Today’s manufacturing industry, as the backbone of European manufacturing, faces challenges in improved quality and precision requirements to operate competitively. Due to the complexity of the manufacturing systems, enhancement of the competitiveness can be achieved by systematic modeling, characterization and efficient exploitation of knowledge in the processes integrated with the quality methodology under guidance of the international standards.This paper provides an intelligent decision making methodology enabled by numerical analysis for developing a mechanism in the manufacturing industry firstly by modeling the processes integrated with the quality management approach as well as applying high precision metrology techniques in a laboratory.

Abstract: This paper deals with the specific technological process applied for the powder coating the pipe profiles as a part of interior, exterior and design manufacturing materials. In the introduction and first chapter of the paper, the main characteristics, possibilities, benefits and deficiencies of this progressive coating technology utilization applied in the manufacturing industry are described. The main part of the paper specifies the whole technological process related to the pipe profiles coating, contains the design of the specialized equipment (hanging hook) for hanging the pipe profiles on the beam and presents the sample calculation of the coating consumption for the specific metal element. This equipment was constructed and practically verified by the authors in real manufacturing environment. In conclusion, the possible applications of this coating technology for structurally similar materials are emphasized. The aim of the powder coating technology utilization simultaneously with using the proposed hanging equipment is to apply the coating specifically to those parts where it is desirable. This leads to reduction of the overall capital and operating costs and increasing the efficiency of the manufacturing process. In addition, the coating technology is considered to be environmentally friendly due to recyclability of the redundant coating.

Abstract: 3D printer market has developed rapidly in recent years, and has been applied in the aerospace, bio-medical, education, food, mold making and other industries. 3D printer not only has its advantages in the aspects of meeting the needs of niche markets and reducing depending on labor etc, but also faces problems in the aspects of the printing material and price, etc. 3D printer will become an important manufacturing method in manufacturing industry in the future.

Abstract: Renewable energy is an ideal source of power, with advantages such as low pollution, low energy consumption, sustainability, and an inexhaustible supply of energy. The method of importance-performance analysis (IPA) is frequently applied to measure satisfaction and to improve competitive strategies. In this study, we perform a complete analysis of the operational performance of Taiwanese renewable energy industries. A wind power company was recruited as a case study, and IPA was employed to survey and evaluate the company’s competitive performance. Subsequently, the results were used as a guide to improve the performance of the company.

Abstract: Adoption of lean production in managing the production operations with a cleaner production due to of environmental concerns positively drive new manufacturing paradigm in the manufacturing environment. This leads to this study being carried out, in order to investigate the extent of which these practices has been adopted in Malaysia’s manufacturing industry. The finding revealed that good performance in environmental practice in tandem with the appraisal of labour safety in material handling has helped the respondents to successfully sustain the quality and durability of products, improves the operation efficiency, as well as production’s productivity. Aside from that, the correlation test results between all items in LP and CP have a significant positive relationship with each other where the appraisal in the selection of equipment from CP practices have a very strong relationship with the improvement of working conditions that resulted from the adoption of LP practices. These potentially make both practices as the best approach that has potential to be integrated together to support the development of a sustainable manufacturing practice principally in Malaysia’s manufacturing industry.

Abstract: Three-dimensional printing technology as a new thing, the technology is a high and new technology of manufacturing of the industrial revolution significance, represents the new trend of world manufacturing industry development, for accelerating the development of advanced manufacturing industry, promote the two depth fusion, promote transformation and upgrading of industries have the important leading role.