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Few-shot defect detection using feature enhancement and image generation for manufacturing quality inspection
Visual defect detection, which is pivotal in industrial quality control, often requires extensive datasets for training deep-learning models....
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Intelligent Techniques and Computational Intelligence
The field of Intelligent Technologies (IT) or Computational Intelligence (CI) is mainly the result of an increasing merger of Fuzzy Systems(FS) or...
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Networking Data and Intelligent Management in the Post-COVID19 Era: A Report on APNOMS 2021
This article presents a report on APNOMS 2021, which was held on September 8–10, 2021 in Tainan, Taiwan. The theme of APNOMS 2021 was “Networking...
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Industry 5.0 and Manufacturing Paradigms: Craft Manufacturing - A Case from Boat Manufacturing
Industry 5.0 is emerging as a novel approach in manufacturing, with focus on sustainability, resilience, and human centricity. This study...
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FedLVR: a federated learning-based fine-grained vehicle recognition scheme in intelligent traffic system
Fine-grained vehicle recognition has been widely used in intelligent transportation systems, such as urban traffic monitoring, traffic flow...
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A scheme for intelligent blockchain-based manufacturing industry supply chain management
Supply chain management as an indispensable component in intelligent city construction has faced great opportunities with the fast development of AI,...
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Intelligent detection method of microparticle virus in silkworm based on YOLOv8 improved algorithm
The presence of microparticle viruses significantly impacts the quality of silkworm seeds for domestic sericulture, making their exclusion from...
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Defect detection of gear parts in virtual manufacturing
Gears play an important role in virtual manufacturing systems for digital twins; however, the image of gear tooth defects is difficult to acquire...
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A Perspective on Artificial Intelligence in Manufacturing
This book investigates the rapid developments of Artificial intelligence (AI) as well as their capability to address efficiently and in a...
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Optimal electricity distribution of ‘three innovations’ manufacturing enterprises under China’s peak carbon strategy
China’s carbon peak strategy constrains industry’s carbon footprint, limiting the total amount of electricity production from coal burning, rendering...
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Implementation and Manufacturing of DT Sensor Ecosystem for Real-Time Monitoring of Virtual 3D Printers
A full-featured digital representation of all the characteristics of a physical system or object is known as a Digital Twin (DT) and smart...
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Artificial Intelligence in Manufacturing Systems
A manufacturing system is assumed to be comprising a combination of machines, cells, intra-logistics devices and other peripheral devices, used on...
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An Overview of Smart Product Manufacturing Based on Classic Product Development Processes
The manufacturing landscape of the industry has been changing in recent years with the current disruptive technological advances. The industry 4.0...
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Intelligent resource optimization for scalable and energy-efficient heterogeneous IoT devices
Due to resource shortages and device diversity, energy efficiency and scalability issues are critical in the Internet of Things (IoT) space. Managing...
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Artificial Intelligence in Manufacturing Processes
A manufacturing process is defined as the use of one or more physical mechanisms to transform the shape and/or form and/or properties of a material....
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Design and Optimization of Feedback Controllers for Motion Control in the Manufacturing System for Digital Twin
If the classic fatal development approach's conventional distribution procedure reveals structural flaws, digital twin (DT) can enable...
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Automated Pallet Racking Examination in Edge Platform Based on MobileNetV2: Towards Smart Manufacturing
Pallet racking is a critical element of the production, storage, and distribution networks businesses worldwide use. Ongoing inspections and...
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A method to recommend cloud manufacturing service based on the spectral clustering and improved Slope one algorithm
The booming growth of cloud manufacturing services provides users with more choices. However, cloud manufacturing service recommendation remains a...
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Visual knowledge guided intelligent generation of Chinese seal carving
We digitally reproduce the process of resource collaboration, design creation, and visual presentation of Chinese seal-carving art. We develop an...