为DC-DC转换器提供基于数字双胞胎的监控和控制
Zhongcheng Lei1, Hong Zhou1, Xiaoran Dai2
1Department of Artificial Intelligence and Automation, School of Electrical Engineering and Automation, Wuhan University, Wuhan, 430072, China.
Nature communications
|September 12, 2023
概括
数字双胞胎,动态虚拟复制品,为DC-DC转换器提供先进的监控和控制. 这项技术可实现实时跟踪和在功率电子系统中自动更换控制器.
科学领域:
- 电力电子 电力电子 电力电子
- 控制系统工程 控制系统工程
- 数字双胞胎技术的数字双胞胎技术
背景情况:
- 直流-直流转换器是现代功率电子设备的关键组件,对于电动汽车和可再生能源等应用至关重要.
- 有效的监测和控制对于这些转换器的可靠运行至关重要.
- 传统方法在动态环境中面临挑战,需要先进的解决方案.
研究的目的:
- 为DC-DC转换器设计和实施数字双胞胎.
- 探索数字双胞胎技术在加强监控和控制方面的潜力.
- 为了验证数字双胞胎在现实世界的场景中的有效性.
主要方法:
- 对于直流-直流转换器的数字双胞胎的详细设计和实现.
- 开发一个集成物理和数字系统的控制架构.
- 在各种操作和故障条件下进行模拟和实验验证.
主要成果:
- 数字双胞胎成功地和动态地跟踪物理直流-直流转换器的性能.
- 该系统展示了检测物理控制器故障的能力.
- 数字生便于实时更换故障的物理控制器.
结论:
- 数字双胞胎技术为DC-DC转换器的监控和控制提供了强大的解决方案.
- 拟议的数字双胞胎通过允许故障检测和实时恢复来提高系统可靠性.
- 这种方法对提高电力电子系统的性能和弹性具有重大前景.
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