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Prediction method for milling force coefficients based on energy consumption signal in ball-end milling processOA

Prediction method for milling force coefficients based on energy consumption signal in ball-end milling process

Lizhuo DONG;Jianing DANG;Yun ZHU;Ying ZHANG;Baohai WU;Congfang MU

Key Laboratory of High-Performance Manufacturing for Aero Engine(Northwestern Polytechnical University),Ministry of Industry and Information Technology,Xi'an 710072,China||Engineering Research Center of Advanced Manufacturing Technology for Aero Engine(Northwestern Polytechnical University),Ministry of Education,Xi'an 710072,ChinaKey Laboratory of High-Performance Manufacturing for Aero Engine(Northwestern Polytechnical University),Ministry of Industry and Information Technology,Xi'an 710072,China||Engineering Research Center of Advanced Manufacturing Technology for Aero Engine(Northwestern Polytechnical University),Ministry of Education,Xi'an 710072,ChinaKey Laboratory of High-Performance Manufacturing for Aero Engine(Northwestern Polytechnical University),Ministry of Industry and Information Technology,Xi'an 710072,China||Engineering Research Center of Advanced Manufacturing Technology for Aero Engine(Northwestern Polytechnical University),Ministry of Education,Xi'an 710072,ChinaKey Laboratory of High-Performance Manufacturing for Aero Engine(Northwestern Polytechnical University),Ministry of Industry and Information Technology,Xi'an 710072,China||Engineering Research Center of Advanced Manufacturing Technology for Aero Engine(Northwestern Polytechnical University),Ministry of Education,Xi'an 710072,ChinaKey Laboratory of High-Performance Manufacturing for Aero Engine(Northwestern Polytechnical University),Ministry of Industry and Information Technology,Xi'an 710072,China||Engineering Research Center of Advanced Manufacturing Technology for Aero Engine(Northwestern Polytechnical University),Ministry of Education,Xi'an 710072,ChinaAECC Aviation Power Co.,Ltd.,Xi'an 710021,China

Energy conversionInstantaneous force predic-tionMilling cuttersMilling force coefficientsPhysics-informed model

Energy conversionInstantaneous force predic-tionMilling cuttersMilling force coefficientsPhysics-informed model

《中国航空学报(英文版)》 2026 (8)

641-659,19

This study was supported by the National Natural Science Foundation of China(No.92160207),the Independent Inno-vation Special Fund Project for Aero Engine Corporation of China(No.ZZCX-2022-022)and the Key Research and Development Program of Shaanxi,China(No.2024GX-YBXM-275).

10.1016/j.cja.2025.103808

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