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Yingping Qian

As seen in: MDPI
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Articles

Research on Springback Compensation Method of Roll Forming Based on Improved Fuzzy PID Control

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By Yingping Qian, dongqiao Zhang, Tengqiang Wang, Wengkang Fang
| MDPI
All articles published by MDPI are made immediately available worldwide under an open access license. No special permission is required to reuse all or part of the article published by MDPI, including figures and tables. For articles published under an open access Creative Common CC BY license, any part of the article may be reused without permission provided that the original article is clearly cited. For more information, please refer to https://www.mdpi.com/openaccess.
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Feed Error Prediction and Compensation of CNC Machine Tools Based on Whale Particle Swarm Backpropagation Neural Network

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By Zhongquan Yu, dongqiao Zhang, Wenkang Fang, Yingping Qian
| MDPI
1. Introduction As a pivotal component in manufacturing, numerical control (NC) machine tools play a crucial role, and their feed errors directly impact the machining quality of various mechanical components. In many cases, addressing machine tool feed errors through modeling and compensation methods has proven to be a more economically effective approach to enhancing feed precision [1,2].
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