一个新的发展的宽电压供应直流-直流转换器用于燃料堆应用与PSO-ANFIS MPPT控制器PSO-ANFIS MPPT控制器
C H Hussaian Basha1, Faisal Alsaif2
1Department of Electrical and Electronics Engineering, SR University, Hanumakonda, Telangana, 506371, India. sbasha238@gmail.com.
Scientific reports
|August 13, 2024
概括
这项研究引入了电动汽车中质子交换膜燃料堆 (PEMFS) 的新型控制系统. 带有ANFIS控制器的MPSO确保了高效的能源生产和在各种温度下最佳的性能.
科学领域:
- 可再生能源系统可再生能源系统
- 汽车工程 汽车工程
- 控制系统 控制系统
背景情况:
- 电力公司正在转向可再生能源,以提高可靠性和成本效益.
- 质子交换膜燃料堆 (PEMFS) 提供高能量密度和适合电动汽车.
- 来自PEMFS的非线性电压输出需要先进的控制策略.
研究的目的:
- 为汽车应用中的PEMFS开发一个高效的最大功率点跟踪 (MPPT) 控制器.
- 为了解决PEMFS的非线性电压特性.
- 为了优化燃料堆产生的高电流.
主要方法:
- 使用修改的粒子群优化与自适应的神经模糊推理系统 (MPSO与ANFIS) 进行MPPT控制.
- 引入了一种新的直流-直流转换器,以优化高燃料堆电流.
- 使用MATLAB/Simulink.模拟了整个系统.
主要成果:
- 配备ANFIS控制器的MPSO在识别最大功率点方面表现出高精度和速度.
- 该系统在不同的燃料堆工作温度下表现出极好的动态响应.
- 新型直流-直流转换器提供了高电压转换比率和广泛的电压增益与低开关应力.
结论:
- 拟议的MPSO与ANFIS控制器有效地管理用于汽车应用的PEMFS.
- 集成的直流-直流转换器提高了系统的效率和稳定性.
- 这项研究有助于推进电动汽车的可再生能源整合.
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