机载电子设备音频管理组件环境自适应故障诊断控制系统研究

Q3 Decision Sciences
Xiaomin Xie;Shuguo Gui;Renwei Dou;Xuanfu Du
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引用次数: 0

摘要

系统采用自适应控制,音频管理组件的控制器直接应用于被控对象。通过在线计算,利用对象的动态特性在线识别模型,并表达输入和输出变量之间的关系。它可以通过输入和留下数据来纠正,这实际上是为了纠正控制器。控制器的初始规则由默认模型组成。通过连续的自推理学习,对控制器进行优化,实现数据跟踪、快速收敛、抗干扰能力强、性能优异。将智能控制与自适应技术相结合,不仅扩大了自适应系统的范围,而且为智能控制提供了一条有效的途径。环境自适应诊断控制系统利用自适应技术对控制器的参数、数据和知识库进行调整。系统根据分机的通电自检,检测IO信号、AD信号和分机通过内部CAN总线发送的状态数据,同时实时监控运行过程中的所有状态数据,判断各分机的运行情况,及时报警并进行保护控制。通过集成检测模块的设计,减少了检测传感器的整体安装空间,减少了信号接口和连接电缆,提高了整体自适应诊断效果。系统通过数据记录和存储功能,存储各子单元的运行信息,并与内置的健康数据表进行比较,及时提示维护信息。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Research on Adaptive Fault Diagnosis Control System of Audio Management Component Environment of Airborne Electronic Equipment
The system adopts adaptive control, and the controller of audio management component is directly applied to the controlled object. Through online calculation, the model is identified online by using the dynamic characteristics of the object, and the relationship between input and output variables is expressed. It can be corrected by entering and leaving data, which is actually to correct the controller. The initial rules of the controller are composed of default models. Through continuous self-reasoning learning, the controller is optimized to achieve data tracking, fast convergence, strong anti-interference ability and excellent performance. Combining intelligent control with adaptive technology not only expands the scope of adaptive system, but also provides an effective way for intelligent control. The environmental adaptive diagnostic control system uses adaptive technology to adjust the parameters, data and knowledge base of the controller. The system detects IO signal, AD signal and the status data sent by the sub-unit through the internal CAN bus according to the power-on self-check of the unit, and at the same time, it monitors all the status data in real time during the operation, judges the operation of each sub-component, gives an alarm in time and carries out protection control. Through the design of integrated detection module, the overall installation space of detection sensors is reduced, signal interfaces and connecting cables are reduced, and the overall adaptive diagnosis effect can be improved. Through the data recording and storage function, the system stores the operation information of each subunit, compares it with the built-in health data table, and prompts the maintenance information in time.
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来源期刊
Journal of ICT Standardization
Journal of ICT Standardization Computer Science-Information Systems
CiteScore
2.20
自引率
0.00%
发文量
18
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