Robustness improvement for permanent synchronous motor drive using neural network

• المؤلف الرئيسي: Tan, Eugene Yan Hao
• مؤلفون آخرون: Christopher H. T. Lee
• التنسيق: Final Year Project
• اللغة: English
• منشور في: Nanyang Technological University 2023
• الموضوعات: Engineering::Electrical and electronic engineering::Control and instrumentation::Control engineering
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/167326

The report suggests using an active disturbance rejection control (ADRC) system to decrease torque ripple in PMSM motor drives. The system combines an extended state observer (ESO) with a neural network-based torque compensator, which reduces torque harmonic distortion caused by cogging and back EMF...