Results 31 to 40 of about 201,718 (276)

LyFormer: A context-aware transformer with progressive preprocessing for accurate detection of small, dense components in SMT manufacturing

Results in Engineering
Accurate detection and counting of small electronic components on printed circuit boards (PCBs) are critical for ensuring product quality and operational efficiency in surface mount technology (SMT) assembly lines.
Jongpil Jeong, Jaesung Kim, Jinwoo Park, Jeong Seog Koh, Taehwi Yoon   +4 more
doaj   +1 more source

Development of a smart factory prototype in context of industry 4.0 [PDF]

, 2020
The disruption caused by digitalization and the Internet, the increase in labour costs and the demand for a better work-life balance have led to the emergence of the fourth industrial revolution or also called Industry 4.0.
Mohammad, Ubaidullah
core  

KD-LightMAD: Knowledge Distillation-Based Lightweight Multimodal Anomaly Detection Framework for Smart Manufacturing

IEEE Access
With the advancements in smart manufacturing environments, the importance of anomaly detection methods that integrate and analyze heterogeneous multisensor data, e.g., partial discharge images and time-series signals, is becoming increasingly prominent ...
Jeongheun Kang, Jiwon Lee, Jongpil Jeong
doaj   +1 more source

Visioning the Future of Smart Fashion Factories Based on Media Big Data Analysis

Applied Sciences, 2021
Recently, many companies have adopted smart factories to increase productivity and efficiency. However, the fashion industry is one of the industries that have been relatively slow at embracing automation and switching to a smart factory.
Sae-Eun Lee, Naan Ju, Kyu-Hye Lee
doaj   +1 more source

A Novel FS-GAN-Based Anomaly Detection Approach for Smart Manufacturing

Machines
In this study, we present the few-shot generative adversarial network (FS-GAN) model, which integrates few-shot learning and a generative adversarial network with an unsupervised learning approach (AnoGAN) to address the challenges of anomaly detection ...
Tae-yong Kim, Jieun Lee, Seokhyun Gong, Jaehoon Lim, Dowan Kim, Jongpil Jeong   +5 more
doaj   +1 more source

Active learning based laboratory towards engineering education 4.0 [PDF]

, 2019
Universities have a relevant and essential key role to ensure knowledge and development of competencies in the current fourth industrial revolution called Industry 4.0.
Delgado Prieto, Miquel, Fernández Sobrino, Ángel, Fibla Biosca, Pere, Romeral Martínez, José Luis, Romero Durán, David, Ruiz Soto, Lucía   +5 more
core   +1 more source

ML-Based JIT1 Optimization for Throughput Maximization in Cluster Tool Automation

Applied Sciences, 2022
The semiconductor etch cluster facility is the most used facility platform in the semiconductor manufacturing process. Optimizing cluster facilities can depend on production schedules and can have a direct impact on productivity.
Youngsoo Kim, Gunwoo Lee, Jongpil Jeong
doaj   +1 more source

Caching-Aided Collaborative D2D Operation for Predictive Data Dissemination in Industrial IoT [PDF]

, 2018
Industrial automation deployments constitute challenging environments where moving IoT machines may produce high-definition video and other heavy sensor data during surveying and inspection operations.
Andreev, Sergey, Koucheryavy, Yevgeni, Kovalchukov, Roman, Moltchanov, Dmitri, Orsino, Antonino, Samuylov, Andrey, Valkama, Mikko   +6 more
core   +2 more sources

Functional Materials for Environmental Energy Harvesting in Smart Agriculture via Triboelectric Nanogenerators

Advanced Functional Materials, EarlyView.
This review explores functional and responsive materials for triboelectric nanogenerators (TENGs) in sustainable smart agriculture. It examines how particulate contamination and dirt affect charge transfer and efficiency. Environmental challenges and strategies to enhance durability and responsiveness are outlined, including active functional layers ...
Rafael R. A. Silva, Giulio Fatti, Emanuel Carlos, Guilherme Ferreira, Sumita Goswami, Suman Nandy, Luiz H. C. Mattoso, Elvira Fortunato, Caio G. Otoni, Rodrigo Martins   +9 more
wiley   +1 more source

Asian Roboticism: Connecting Mechanized Labor to the Automation of Work [PDF]

, 2020
This article reconsiders the present-day automation of work and its transformation of who we are as humans. What has been missing from this important conversation are the social meanings surrounding Asian roboticism or how Asians have already been ...
Bui, Long
core   +1 more source