通过改进的甲虫天线搜索算法来控制永久磁铁同步电机电动方向盘发动机的模糊PID控制
Bu Zhang1, Pingjuan Niu2,3, Xitong Guo4
1School of Electrical Engineering, Tiangong University, Tianjin, 300387, Tianjin, China. zhangbu@tiangong.edu.cn.
Scientific reports
|February 5, 2024
概括
本研究介绍了永久磁铁同步电机系统的优化模糊比例积分导数控制器. 新的控制模型显著提高了电动转向引擎伺服器控制的准确性和稳定性.
科学领域:
- 控制系统工程 控制系统工程
- 机器人技术 机器人技术 机器人技术
- 电气工程 电气工程
背景情况:
- 永磁同步电机 (PMSM) 系统的精确控制对于机械安全至关重要.
- 高性能位置伺服控制对于电动方向盘发动机至关重要.
研究的目的:
- 开发一种由PMSM驱动的电动方向盘发动机的新型控制模型.
- 为了提高PMSM系统的伺服控制性能.
主要方法:
- 选择一个适合PMSM的载体控制模型.
- 使用增强的甲虫天线搜索算法优化模糊的比例积分导数 (PID) 控制器.
- 在PMSM控制模型中实现混合模糊PID控制器.
主要成果:
- 新的对照模型实现了各种响应的0.03mm和0.02mm的平方根平均误差.
- 该模型与其他选择的控制模型相比,显示出明显较低的误差.
- 实现了高计算稳定性,在正弦响应下,标准偏差小于根-平方平均误差的4%.
结论:
- 开发的控制模型为提高PMSM伺服控制性能提供了有价值的参考.
- 优化的模糊PID控制器有效地提高了电动转向引擎的精度和稳定性.
相关概念视频
PD Controller: Design
233
In automotive engineering, car suspension systems often employ Proportional Derivative (PD) controllers to enhance performance. PD controllers are utilized to adjust the damping force in response to road conditions. A controller, acting as an amplifier with a constant gain, demonstrates proportional control, with output directly mirroring input.
Designing a continuous-data controller requires selecting and linking components like adders and integrators, which are fundamental in Proportional,...
Designing a continuous-data controller requires selecting and linking components like adders and integrators, which are fundamental in Proportional,...
233
PID Controller
119
Proportional-Integral-Derivative (PID) controllers are widely used in various control systems to enhance stability and performance. In a thermostat, it adjusts heating or cooling based on the temperature difference between the actual and desired levels. They are often used in automotive speed systems, effectively managing sudden speed changes while maintaining a constant speed under varying conditions. On the other hand, PI controllers, commonly employed in voltage regulation, enhance stability...
119
Time-Domain Interpretation of PD Control
114
Proportional-Derivative (PD) control is a widely used control method in various engineering systems to enhance stability and performance. In a system with only proportional control, common issues include high maximum overshoot and oscillation, observed in both the error signal and its rate of change. This behavior can be divided into three distinct phases: initial overshoot, subsequent undershoot, and gradual stabilization.
Consider the example of control of motor torque. Initially, a positive...
Consider the example of control of motor torque. Initially, a positive...
114
PI Controller: Design
274
Proportional Integral (PI) controllers are a fundamental component in modern control systems, widely used to enhance performance and mitigate steady-state errors. They are particularly effective in applications such as automatic brightness adjustment on smartphones, where they excel at mitigating steady-state errors for step-function inputs. Unlike PD controllers, which require time-varying errors to function optimally, PI controllers leverage their integral component to address residual...
274
Root-Locus Method
151
A cruise control system in a car is designed to maintain a specified speed automatically by adjusting the gas pedal. The system continuously measures the vehicle's speed and makes fine adjustments to the pedal to achieve this goal. The root locus method is particularly useful for understanding how the cruise control system's behavior changes under varying conditions, such as when the car goes uphill, downhill, or faces strong wind resistance.
This system can be represented by a block...
This system can be represented by a block...
151
Time and frequency -Domain Interpretation of PI Control
129
Proportional-Integral (PI) controllers are essential in many control systems to improve stability and performance. They are commonly used in everyday devices like thermostats to enhance system damping and reduce steady-state error. When the zero in the controller's transfer function is optimally placed, the system benefits significantly in terms of stability and accuracy.
Acting as a low-pass filter, the PI controller slows the system's response and extends settling times. This requires...
Acting as a low-pass filter, the PI controller slows the system's response and extends settling times. This requires...
129


