自主农业车辆的三相整流器的自适应式滑动模式控制器
Omar Talal Mahmood1,2, Wan Zuha Wan Hasan1, Norhafiz Azis1
1Department of Electrical and Electronic Engineering/Faculty of Engineering, Universiti Putra Malaysia, Serdang, Selangor, Malaysia.
PloS one
|August 22, 2025
概括
一个新的自适应控制器提高了自动驾驶汽车的三相整流器性能. 这种新的方法提高了直流电压稳定性,减少波形扭曲,优化智能系统的电源管理.
科学领域:
- 电气工程
- 控制系统
- 机器人技术
背景情况:
- 自动驾驶汽车需要智能系统稳定的直流电压.
- 传统的整流器在动态环境中面临局限性.
- 升级机器人自动机械水牛抓手 (MBG) 需要改进电力管理.
研究的目的:
- 引入一种新的自适应自由意志随意时间滑动模式控制器 (AFWATSMC).
- 为了提高自主油棕车的三相整流器的性能.
- 尽管存在动态不确定性,但要实现用户定义的系统定位时间.
主要方法:
- 将适应因子整合到自由意志任意时间算法中.
- 结合自适应式滑动模式控制与任意收时间算法.
- 在MATLAB Simulink中使用遗传算法 (GA) 和粒子群优化 (PSO) 的控制规律的优化.
主要成果:
- 实现了光滑的直流输出波形,波纹因子提高了75.47%.
- 在交流输出电流中减少了总波扭曲 (THD) 46.69%.
- 与其他自适应滑动模式控制器相比,功率系数提高了0.20%.
结论:
- AFWATSMC显著提高了自主机器人应用的三相整流器性能.
- 在不同的系统条件下,控制器提供强大的性能,保持稳定性和效率.
- 这项创新提供了用户定义的定位时间功能,推进了整流器控制策略.
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