一个共同的状态和故障估计方案,用于状态和系统与能源采集传感器
Li Zhu1, Cong Huang1,2, Quan Shi1
1School of Transportation and Civil Engineering, Nantong University, Nantong 226019, China.
Sensors (Basel, Switzerland)
|March 28, 2024
概括
本研究开发了一种联合状态和故障估计方法,用于具有能量收集传感器,状态和和时间延迟的系统. 该方法最大限度地减少了估计误差共变率,尽管由于能源限制而导致的潜在测量损失.
科学领域:
- 控制系统工程 控制系统工程
- 信号处理 信号处理
- 估计理论 估计理论
背景情况:
- 状态和系统在现实应用中很常见.
- 能量收集传感器带来了诸如测量损失和可变功率可用性等挑战.
- 时间延迟在许多网络和分布式系统中是固有的.
研究的目的:
- 设计一个联合状态和故障估计器,用于延迟,状态和的系统与能量收获传感器.
- 为了确保估计误差的共变量是有界的.
- 开发一个估计器增益,解释能源采集,和和延迟.
主要方法:
- 使用矩阵差异方程来导出估计误差协差的上限.
- 参数化估计器增益以最大限度地减少导出的上限.
- 在性能评估中,分析估计误差的边界性,以平均平方的意义.
主要成果:
- 提出了一个新的联合状态和故障估计方案.
- 估计器增益被优化以处理系统复杂性.
- 绩效评估证明了估计错误的边界性.
结论:
- 拟议的估计方案对于具有能源采集,状态和和时间延迟的系统是可行的.
- 该方法有效地管理测量损失概率,并确保有界估计误差.
- 实验验证证证实了开发的估计器的实际适用性.
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