Tool Condition Monitoring In MicroMilling: Noise Robust Approaches,Used

Tool Condition Monitoring In MicroMilling: Noise Robust Approaches,Used

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Micromilling is a precision milling technology where the cutting parameters are in micro scale. It has been increasingly applied to modern industry, from aerospace to bioengineering. Tool condition monitoring (TCM) in micro milling poses new challenges compared to conventional CNC machining, due to the high tool wear rate and high precision requirement associated with the features at microlevel. In this book, a generic noiserobust system is developed for the micromilling tool condition monitoring. Mathematical tools such wavelet analysis and independent component analysis (ICA) have been applied to analyze the cutting force associated with different tool conditions. Continuous Hidden Markov models (HMMs) are adapted to model the tool wearing process and estimate the tool states based on the force features. Experimental studies on the tool state estimation in the micromilling of pure copper and steel illustrate the effectiveness these approaches. This book serves as a valuable reference to the graduate students and the engineers engaged in the research in precision manufacturing, automation and control, and signal processing.

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We ship your order within 2–3 business days for USA deliveries and 5–8 business days for international shipments. Once your package has been dispatched from our warehouse, you'll receive an email confirmation with a tracking number, allowing you to track the status of your delivery.

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To facilitate a smooth return process, a Return Authorization (RA) Number is required for all returns. Returns without a valid RA number will be declined and may incur additional fees. You can request an RA number within 15 days of the original delivery date. For more details, please refer to our Return & Refund Policy page.

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Warranty

We provide a 2-year limited warranty, from the date of purchase for all our products.

If you believe you have received a defective product, or are experiencing any problems with your product, please contact us.

This warranty strictly does not cover damages that arose from negligence, misuse, wear and tear, or not in accordance with product instructions (dropping the product, etc.).

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