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The dynamic properties of the circular saw blade when cutting at a high speed influence the cutting quality at a large extent. This paper gives a brief introduction about the employment of advanced sensors and detection methods together with self-detection software system detect circular saw blade vibration quickly and accurately, non-destructively at the condition of high-speed rotating of the circular saw blade. The results of the actual measurement of the different carbide circular saw blades show that this detection system has the quality of high accuracy and high reliability. It is fitful for the production process of circular saw blade body for quality control.