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Article
Machine learning applied to property prediction of metal additive manufacturing products with textural features extraction
Laser powder bed fusion (LPBF) is one of the common metal additive manufacturing technologies, which has been increasingly applied across various industries, including healthcare, manufacturing, and aerospace,...
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Article
Anti-windup embedded magnetic actuator applied for near-high-speed milling
A fuzzy anti-windup (AW) compensator is proposed and applied to the embedded cylindrical-array magnetic actuator (ECAMA) to ensure the superior performance of spindle position regulation for milling machines u...
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Article
Position regulator for spindle of milling machine by embedded magnetic bearings
The goal of this work is to concurrently counter-balance the dynamic cutting force and regulate the spindle position deviation by integrating active magnetic bearing (AMB) technique, fuzzy logic algorithm and ...
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Article
Regulation of spindle position by magnetic actuator array
A novel embedded cylindrical-array magnetic actuator (ECAMA) is proposed and verified by experiments to provide sufficient magnetic force for spindle deviation regulation of high-speed milling process. Four I-...
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Article
Spindle vibration suppression for advanced milling process by using self-tuning feedback control
The goal of this work is to concurrently counterbalance the dynamic cutting force and regulate the spindle position deviation under various milling conditions by integrating active magnetic bearing (AMB) techn...
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Article
Chatter prevention for milling process by acoustic signal feedback
This paper presents how real-time chatter prevention can be realized by feedback of acoustic cutting signal, and the efficacy of the proposed adaptive spindle speed tuning algorithm is verified as well. The co...
