胖人手艺好 发表于 2025-3-26 21:57:41

Introduction to the Smart Machining System,We are now living in the new era of the fourth industrial revolution (Industry 4.0). The important sign of this era is the fast developing of 3C (computation, communication, control) and AI (artificial intelligence) technologies, as well as their pervasive applications uses in the manufacturing industry.

maintenance 发表于 2025-3-27 03:22:23

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奇怪 发表于 2025-3-27 08:45:01

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Obvious 发表于 2025-3-27 13:31:00

The Smart Machining System Monitoring from Machine Learning View,The fundamental task of machining system monitoring is to identify the condition of the process to be detected according to the state information. There are many identification methods, which can be divided into empirical analysis method, mechanism analysis method, data-driven method, and data-mechanism fusion method.

extinct 发表于 2025-3-27 14:04:14

Signal Processing for Machining Process Modeling and Condition Monitoring,Signal processing plays an important role in manufacturing automation and industrial control. In CNC machining, by utilizing the monitored information from the platform to direct the further actions, the signal processing bridges the gap of human instruction and full automation.

马赛克 发表于 2025-3-27 18:10:06

Tool Wear Monitoring with Hidden Markov Models,In micro-machining, with the miniaturization of the cutting tool (<1 mm in diameter), and high speed (>10,000 rpm) used, the tool wears quickly.

我吃花盘旋 发表于 2025-3-27 22:56:17

Kunpeng ZhuDevelops a novel smart machining monitoring system via cyber-physical production system frameworks.Covers up-to-date machine learning methods, from pattern recognition techniques to deep neural networ

effrontery 发表于 2025-3-28 04:03:34

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反应 发表于 2025-3-28 08:45:56

Smart Machining Systems978-3-030-87878-8Series ISSN 1860-5168 Series E-ISSN 2196-1735

破译密码 发表于 2025-3-28 11:52:33

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查看完整版本: Titlebook: Smart Machining Systems; Modelling, Monitorin Kunpeng Zhu Book 2022 Springer Nature Switzerland AG 2022 CNC Machining.Tool Condition Automa