Vector-controlled Permanent Magnet Synchronous Motor Drive Speed Identification Using General Regression Neural Network

نویسندگان

چکیده

برای دانلود باید عضویت طلایی داشته باشید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Model Reference Adaptive Controlled Application to the Vector Controlled Permanent Magnet Synchronous Motor Drive

This paper presents the parameters of permanent magnet synchronous motor i.e. speed (r), stator resistance (RS), q-axis inductance (Lq), and torque (Ts) is to be estimated by using Model Reference adaptive System(MRAS). To improve the performance of speed sensor less permanent magnet synchronous motor drives, especially at low speeds by identifying stator resistance together with speed. Severa...

متن کامل

Efficiency Optimization of an Open loop Controlled Permanent Magnet Synchronous Motor Drive using Adaptive Neural Networks

When a Permanent Magnet Synchronous Machine (PMSM) is utilized for applications where high dynamic performance is not a requirement, a simple open loop control strategy can be used to control them. PMSMs however are prone to instability when operated open loop in a variable speed drive, particularly at mid-frequencies/speeds. This paper presents an open-loop control strategy based on a direct a...

متن کامل

Tuning Technique for Vector Controlled Permanent Magnet Synchronous Motor in Position Servo Drive System

This paper presents the methodology of tuning two position servo drive systems with Permanent Magnet Synchronous Motors (PMSM): Field Oriented Control (FOC) based on current model of motor and FOC based on voltage model of motor. These two strategies are Vector Control (VC) methods and provide a solution for high performance drives but the choice one of these algorithms determines the type of i...

متن کامل

Fuzzy Controlled Permanent Magnet Synchronous Motor Drive by Space Vector Pulse Width Modulation

1Student, Dept. Of Electrical Engineering, Andhra University, Andhra Pradesh, India 2Professor, Dept. Of Electrical Engineering, Andhra University, Andhra Pradesh, India ---------------------------------------------------------------------***--------------------------------------------------------------------Abstract This paper proposes a fuzzy logic approach to control the speed of permanent m...

متن کامل

Simulation studies on model reference adaptive controller based speed estimation technique for the vector controlled permanent magnet synchronous motor drive

This paper presents a speed estimation technique for the permanent magnet synchronous motor drive. A Model Reference Adaptive System (MRAS) has been formed using the instantaneous and steady-state reactive powers to estimate the speed. It has been shown that such unique MRAS offers several desirable features. The proposed technique is completely independent of stator resistance and is less para...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: Sensors and Materials

سال: 2023

ISSN: ['0914-4935', '2435-0869']

DOI: https://doi.org/10.18494/sam4067