Huang C.-LYang S.-C.SHIH-CHIN YANG2021-08-052021-08-0520202780046https://www.scopus.com/inward/record.uri?eid=2-s2.0-85074698807&doi=10.1109%2fTIE.2019.2907443&partnerID=40&md5=e34a37f81042ba1e5fa8bdd41465c736https://scholars.lib.ntu.edu.tw/handle/123456789/576204This paper proposes a sensorless vibration harmonic frequency estimation for a servo system driven by a permanent magnet (PM) synchronous machine. Traditional vibration harmonic estimation relies on the measurement using external sensors. An accelerometer is typically installed in the servo system to measure the vibration harmonic signal. Because the accelerometer must be attached on the visibly vibrational location inside the system, this vibration detection results in both issues about installation and reliability. To overcome this drawback, this paper proposes a disturbance observer to estimate the vibration harmonic by using current and position signal. A real-time signal process is developed to identify the vibration frequency from estimated harmonic. A servo system with a 400-W PM machine is built to verify the proposed vibration harmonic and frequency estimation. This paper includes the comparative evaluation between the accelerometer-based vibration harmonic measurement and the sensorless estimation. ? 1982-2012 IEEE.Accelerometers; Electric drives; Harmonic analysis; Permanent magnets; Servomechanisms; Signal processing; Comparative evaluations; Disturbance observer; Harmonic frequency estimation; Harmonic measurements; Permanent magnets (pm); Real-time signal process; Vibration detection; Vibration frequency; Frequency estimation[SDGs]SDG11journal article10.1109/TIE.2019.29074432-s2.0-85074698807