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基于自主診斷重構技術(shù)的航天器故障檢測系統設計
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1.浙江省渦輪機械與推進(jìn)系統研究院;2.浙江大學(xué) 航天航空學(xué)院

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Design of Spacecraft Fault Detection System Based on Autonomous Diagnosis and Reconstruction Technology
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    摘要:

    傳統航天器故障檢測系統姿態(tài)定位能力較差,導致不能突破閾值,準確實(shí)現檢測,且傳統系統不具備重構能力。為解決上述問(wèn)題,基于自主診斷重構技術(shù),提出了一種故障檢測的新方法,集成故障檢測器、數據采集器、濾波器等硬件設備。構建小波神經(jīng)網(wǎng)絡(luò ),結合航天器故障檢測原理和重構問(wèn)題集合神經(jīng)網(wǎng)絡(luò )算法和小波函數的優(yōu)勢構建小波神經(jīng)網(wǎng)絡(luò ),引入故障檢測算法,實(shí)現航天器故障檢測系統的自主診斷以及重構。實(shí)驗結果表明,設計的基于自主診斷重構技術(shù)的航天器故障檢測系統能夠很好地從X、Y、Z三個(gè)軸進(jìn)行檢測,確定不同方位的航天器故障,在設定閾值后,提出的檢測系統能夠很好地分析閾值,實(shí)現殘差突破,同時(shí)具備路線(xiàn)重構能力。

    Abstract:

    The traditional spacecraft fault detection system has poor attitude positioning ability, which makes it impossible to break through the threshold and accurately realize the detection, and the traditional system does not have the ability to reconstruct. In order to solve the above problems, based on the self-diagnosis and reconstruction technology, a new method of fault detection is proposed, which integrates hardware devices such as fault detectors, data collectors, filters and so on. Constructing wavelet neural network, combining the advantages of spacecraft fault detection principle and reconstruction problem set neural network algorithm and wavelet function, constructing wavelet neural network, introducing fault detection algorithm to realize autonomous diagnosis and reconstruction of spacecraft fault detection system. The experimental results show that the designed spacecraft fault detection system based on the self-diagnostic reconstruction technology can detect from the three axes of X, Y, and Z to determine the spacecraft faults in different azimuths. After setting the threshold, the proposed the detection system can analyze the threshold well, realize the breakthrough of the residual error, and has the ability of route reconstruction.

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萬(wàn)磊,戴濱,蔣寒.基于自主診斷重構技術(shù)的航天器故障檢測系統設計計算機測量與控制[J].,2021,29(9):5-9.

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歷史
  • 收稿日期:2021-06-17
  • 最后修改日期:2021-07-29
  • 錄用日期:2021-08-02
  • 在線(xiàn)發(fā)布日期: 2021-09-23
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