具有量化信号和丢包的非线性网络随机分布系统容错控制

IF 6.4 2区 计算机科学 Q1 AUTOMATION & CONTROL SYSTEMS
Lifan Li;Lina Yao
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引用次数: 0

摘要

研究了在信号量化、丢包和系统噪声条件下非线性网络随机分配系统的容错跟踪控制问题。首先,采用一种新颖的对数均匀量化方法对控制信号和反馈信号进行量化,并通过伯努利随机过程建立数据包丢失模型,为后续故障诊断(FD)奠定理论基础;在此基础上,设计了FD观测器,能够准确估计噪声下的故障信息,为后续容错控制(FTC)提供可靠的故障估计信息。随后,为了在故障发生后保持良好的跟踪性能,提出了一种基于并行分布式补偿技术的状态反馈容错跟踪控制策略。最后,通过一个数值算例和一个实际算例证明了所提出的FTC方法的优越性。从业人员注意事项:其动机是在不改变系统结构或增加成本的情况下提高网络环境中sds的安全性。当故障发生时,量化和丢包会导致包含故障特征的信息丢失,从而影响FD的实时性和准确性,也增加了容错控制器设计的难度。针对上述问题,提出了一种新的FD和FTC策略,可以有效补偿丢包、执行器故障和量化误差对系统性能的负面影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Fault Tolerant Control for Nonlinear Networked Stochastic Distribution Systems With Quantized Signals and Packet Dropouts
The fault-tolerant tracking control problem is investigated for nonlinear networked stochastic distribution systems (SDSs) under signal quantization, packet loss and system noise. Firstly, a novel logarithmic uniform quantizer is used to quantize the control signal and feedback signal and a data packet loss model is established through Bernoulli random process, which establishes the theoretical foundation for subsequent fault diagnosis (FD). On this basis, a FD observer is designed, which can accurately estimate the fault information under noise and provide reliable fault estimation information for subsequent fault-tolerant control (FTC). Subsequently, to maintain satisfactory tracking performance after fault occurrence, a state feedback fault-tolerant tracking control strategy is proposed based on the parallel distributed compensation technique. Finally, the superiority of the presented FTC method is proven through a numerical example and a practical example. Note to Practitioners—The motivation is to improve the security of SDSs in network environments without changing the system structure or increasing costs. When the fault occurs, quantization and packet loss can result in missing information containing fault characteristics, thereby affecting the real-time and accuracy performance of FD, and also increasing the difficulty of designing fault-tolerant controllers. Regarding to the above problems, a novel FD and FTC strategy is proposed, which can effectively compensate the negative influences of packet loss, actuator fault and quantization error on the system performance.
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来源期刊
IEEE Transactions on Automation Science and Engineering
IEEE Transactions on Automation Science and Engineering 工程技术-自动化与控制系统
CiteScore
12.50
自引率
14.30%
发文量
404
审稿时长
3.0 months
期刊介绍: The IEEE Transactions on Automation Science and Engineering (T-ASE) publishes fundamental papers on Automation, emphasizing scientific results that advance efficiency, quality, productivity, and reliability. T-ASE encourages interdisciplinary approaches from computer science, control systems, electrical engineering, mathematics, mechanical engineering, operations research, and other fields. T-ASE welcomes results relevant to industries such as agriculture, biotechnology, healthcare, home automation, maintenance, manufacturing, pharmaceuticals, retail, security, service, supply chains, and transportation. T-ASE addresses a research community willing to integrate knowledge across disciplines and industries. For this purpose, each paper includes a Note to Practitioners that summarizes how its results can be applied or how they might be extended to apply in practice.
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