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: 오토메이션월드 관리자 : Fri, 24 November 2023, 10:01 AM

[Industry Trends] ‘AI machine vision’, a key technology in smart manufacturing... What is its main role?

AI machine vision’, a key technology in smart manufacturing... What is its main role?


Artificial Intelligence (AI) has revolutionized many industries by enabling machines to perform tasks that were once exclusive to humans. One of the application areas contributing to this revolution is AI Machine Vision. This technology empowers machines to 'see' and comprehend their surroundings.

Machine Vision is an AI field that enables machines to interpret and understand visual information from the surrounding world. It mimics human vision by processing images or videos to comprehend what is being seen. AI-supported machine vision systems can perform various tasks, including object recognition, scene analysis, and even tasks like autonomous driving.

Manufacturing is one of the industries significantly impacted by AI Machine Vision, providing various applications that enhance production processes, quality control, and overall efficiency. Currently, AI Machine Vision is widely utilized in manufacturing for tasks such as quality management, defect detection, and robot automation.양식의

One of the crucial applications of AI Machine Vision is quality management. Traditional quality management processes often require human inspectors, which can be time-consuming, inconsistent, and prone to human errors. AI Machine Vision systems can perform quality management tasks with remarkable speed and accuracy.

In the manufacturing of various products such as electronic goods, automotive components, and consumer goods, AI Machine Vision cameras capture real-time images of the products. These images are then analyzed by AI systems to identify defects, irregularities, or incompleteness. The system can detect imperceptible flaws, scratches, or alignment errors that may not be visible to the human eye. If a defect is detected, the system can trigger alerts for immediate actions, such as halting the production process for additional inspection or correction. This ability to take immediate measures enhances the overall efficiency of the quality management process.

In the manufacturing of various products such as electronics, automotive parts, and consumer goods, AI machine vision cameras capture images of products in real time. These images are analyzed by AI systems to identify defects, irregularities or imperfections. The system can detect defects invisible to the human eye, such as cracks, scratches or misalignment. If a defect is discovered, the system can trigger an alert to take immediate action, including stopping the production process for further inspection or correction.

AI Machine Vision offers several advantages in the field of quality management, including improved product consistency, reduced defect rates, increased production efficiency, and cost savings by minimizing the need for manual inspections.

In addition to quality management, AI Machine Vision is essential for defect detection. Manufacturing with defective products can lead to costly rework, product recalls, and potential safety issues. Machine Vision systems can quickly scan for defects such as missing components, incorrect assembly, or other anomalies that can compromise product quality.

Robotics and automation have become crucial elements in modern manufacturing processes. AI Machine Vision plays a vital role in enabling robots to perform tasks with high precision and adaptability. In automated manufacturing, robots equipped with Machine Vision systems can perform various tasks, including item selection and placement, component assembly, and product inspection.

In the electronics industry, AI Machine Vision is used to verify that each component of a circuit board is correctly placed, soldered, and functioning. If a product deviates from expected standards, it can be automatically rejected or sent for rework. This not only ensures product quality but also reduces the likelihood of defective products reaching consumers.

AI Machine Vision enables robots to recognize and respond to the presence of humans or other obstacles, reducing the risk of accidents and improving collaboration between humans and robots on the factory floor, thereby enhancing manufacturing safety.

AI Machine Vision has become an essential tool in modern manufacturing. Applications in quality management, defect detection, and robot automation have streamlined production processes, improved product quality, and increased efficiency in the manufacturing industry.

As technology continues to advance, AI Machine Vision will play an increasingly important role in shaping the future of manufacturing, paving the way for more agile, cost-effective, and quality-focused production processes.

‘AI machine vision’, a key technology in smart manufacturing... What is its main role? (hellot.net)

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