液体火箭发动机故障检测与诊断的反向选择算法

推进技术 ›› 2009, Vol. 30 ›› Issue (3): 337-341.

液体火箭发动机故障检测与诊断的反向选择算法

谢廷峰,刘洪刚,黄强,吴建军

国防科技大学航天与材料工程学院;国防科技大学航天与材料工程学院;国防科技大学航天与材料工程学院;国防科技大学航天与材料工程学院

发布日期:2021-08-15
基金资助:
教育部“新世纪优秀人才支持计划”(NCET-06-0927)

Negative selection algorithm of fault detection and diagnosis for liquid-propellant rocket engine

Inst.of Aerospace and Material Engineering,National Univ.of Defence Technology,Changsha 410073,China;Inst.of Aerospace and Material Engineering,National Univ.of Defence Technology,Changsha 410073,China;Inst.of Aerospace and Material Engineering,National Univ.of Defence Technology,Changsha 410073,China;Inst.of Aerospace and Material Engineering,National Univ.of Defence Technology,Changsha 410073,China

Published:2021-08-15

摘要/Abstract

摘要： 基于生物免疫系统中的反向选择原理,提出了液体火箭发动机地面试车故障检测与诊断的新方法,对检测器的产生、检测器数量的确定以及故障诊断的实现等几个问题进行了分析。基于发动机地面试车数据的验证结果表明,该方法能有效提高算法的训练效率、实时性能和诊断结果的准确性。

关键词: 液体火箭发动机;反向选择算法+;故障检测与诊断+

Abstract: A new fault detection and diagnosis method for liquid-propellant rocket engine was proposed,based on the negative selection mechanism of biologic immune system.The method was analyzed and improved from some aspects such as the generation of appropriate detectors and utilization in fault diagnosis.Verified results with real ground test data of engines show that the method proposed is effective.It can improve the training efficiency,real-time ability and veracity of fault detection and diagnosis effectively.

Key words: Liquid-propellant rocket engine;Negative selection algorithm+;Fault detection and diagnosis+

谢廷峰,刘洪刚,黄强,吴建军. 液体火箭发动机故障检测与诊断的反向选择算法[J]. 推进技术, 2009, 30(3): 337-341.