基于模糊控制的化工裝備PMSM速度辨識研究
[Abstract]:Built-in permanent magnet synchronous motor (IPMSM) is widely used in various high performance speed regulation occasions because of its small size, simple structure, high power density, good reliability and so on. It also has a wide range of applications in chemical manufacturing, such as petroleum refining, metal materials, plastic synthesis, food processing and catalytic manufacturing. Sensorless control technology of permanent magnet synchronous motor (PMSM) is a hot research topic in the field of AC speed regulation at present. It can not only save cost, but also increase the robustness of the whole system. Compared with other rotor position estimation methods, the high frequency signal injection method is more suitable for zero speed and low speed situations. Therefore, fuzzy control combined with high frequency signal injection is proposed to study the control of motor. In this paper, the problem of rotor position estimation in built-in permanent magnet synchronous motor (PMSM) controlled by intelligent method of high frequency signal injection is solved. In this paper, the mathematical model and vector technology principle of built-in permanent magnet synchronous motor (PMSM) are introduced, and the application of model reference adaptive (MRAS) to motor control at low speed is analyzed. The advantages of rotating high frequency signal injection method on motor control at low speed are further analyzed, and the effects of id=0, maximum torque / current ratio (MTPA), and rotating high frequency signal injection method on vector control of permanent magnet synchronous motor (PMSM) are analyzed, and the advantages of fuzzy PI controller over traditional PI speed regulator are analyzed respectively. Secondly, in order to obtain the accurate parameters of rotor, the simulation structure diagram of (SFF), full-order observer and heterodyne method for fuzzy PI, synchronous shafting high-pass filter is constructed, and four sensorless vector control systems are built in MTALB/Simulink: model reference adaptive (MRAS), id=0 high frequency signal injection, MTPA high frequency injection and fuzzy control high frequency injection; Several sensorless algorithms are simulated and analyzed in permanent magnet synchronous motor (PMSM) control. The results show that the high frequency signal injection method is more suitable for vector control of low speed permanent magnet motor (PMSM). For the speed loop of the motor control system, the disturbance caused by the direct action of the load on the motor, if only PI control is used, it is difficult to meet the fast response requirements of the system. In this paper, the fuzzy PI high frequency signal injection method is used and verified by simulation in permanent magnet synchronous motor (PMSM). The simulation results show that the error of estimation of rotor position by high frequency carrier injection method based on fuzzy control is reduced and the rapidity of the system is improved.
【學(xué)位授予單位】:上海應(yīng)用技術(shù)大學(xué)
【學(xué)位級別】:碩士
【學(xué)位授予年份】:2017
【分類號】:TM341;TP273
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