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Application and development of artificial intelligence in automation and robotics
2021-11-09
Application and development of artificial intelligence in automation and robotics
With the rapid development of science and technology, artificial intelligence (AI) has made remarkable progress in many fields. Especially in automation and robotics, the application and development of AI has become an important research direction. In this article, we will explore how AI can play a role in automation and robotics and share some interesting case studies.
Application of AI in automation
Automation can be thought of as the process of using machines, electronics and computer technology to perform tasks and reduce human labor. The application of AI in automation can increase production efficiency, reduce costs, and improve production quality, while reducing human involvement in repetitive labor. Through the use of deep learning and reinforcement learning algorithms, AI can be continuously optimized on a data-driven basis to make automated processes intelligent.
In manufacturing, for example, AI can help automated production lines more intelligently schedule and optimize process flows, predict equipment failures and take maintenance measures ahead of time. For example, by analyzing sensor data and historical maintenance records, AI can provide early warning of equipment problems before they occur, reducing downtime.
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