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首页> 外文期刊>Proceedings of the Institution of Mechanical Engineers >Testability demonstration for a flight control system based on sequential probability ratio test method
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Testability demonstration for a flight control system based on sequential probability ratio test method

机译:基于序贯概率比检验方法的飞行控制系统可测性论证

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摘要

The flight control system plays an important role in adjusting the attitude of manned or auto-pilot aircrafts. To reduce the fault diagnosis time and accelerate the maintenance actions, many flight control systems have adopted the design for testability. Testability demonstration for the flight control system is needed to check the indexes of testability such as fault detection rate and fault isolation rate. Currently, the standards and statistical methods for the testability demonstration planning have the problems such as large sample, long test period and it is not optimal for the flight control systems which are of complex structure and high cost. A testability demonstration planning method based on the sequential probability ratio test method is proposed as it can decrease the sample size with almost the same operation characteristic as the classical method. Firstly, the decision factor and rules of the sequential probability ratio test method and truncated decision rules are introduced. Secondly, the establishment of failure mode set based on the failure rate for the sequential probability ratio test method is illustrated. Finally, the demonstration of fault detection rate for a flight control system is implemented with the given method and steps. Software named testability demonstration and evaluation system which can calculate the decision criteria, plot decision chart, select failure mode and make decisions is used to assist the implementation of the test. The result shows that the fault detection rate passes the test with a credible performance and the actual sample size is remarkably decreased while comparing with the classical method.
机译:飞行控制系统在调整有人驾驶或自动驾驶飞机的姿态方面起着重要作用。为了减少故障诊断时间并加快维护行动,许多飞行控制系统都采用了可测试性设计。需要对飞行控制系统进行可测试性演示,以检查可测试性指标,例如故障检测率和故障隔离率。目前,用于可测性演示计划的标准和统计方法存在样本量大,测试周期长等问题,对于结构复杂,成本高的飞行控制系统来说并不是最佳选择。提出了一种基于顺序概率比检验方法的可检验性演示计划方法,因为它可以减少样本量,并且具有与传统方法几乎相同的操作特性。首先介绍了顺序概率比检验方法的决策因素和规则以及截断的决策规则。其次,说明了建立基于故障率的故障模式集的顺序概率比检验方法。最后,通过给定的方法和步骤对飞行控制系统的故障检测率进行了演示。可以计算决策标准,绘制决策图,选择失败模式并做出决策的软件称为可测试性演示和评估系统,用于协助测试的实施。结果表明,与经典方法相比,故障检出率通过了测试,性能可靠,实际样本量明显减少。

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    Science and Technology on Integrated Logistics Support Laboratory, National University of Defense Technology, Changsha, Hunan, P. R. China,College of Mechatronic Engineering and Automation, National University of Defense Technology, Changsha, Hunan, P. R. China;

    Science and Technology on Integrated Logistics Support Laboratory, National University of Defense Technology, Changsha, Hunan, P. R. China,College of Mechatronic Engineering and Automation, National University of Defense Technology, Changsha, Hunan, P. R. China;

    Science and Technology on Integrated Logistics Support Laboratory, College of Mechatronic Engineering and Automation, National University of Defense Technology, Changsha, Hunan, P. R. China, 410073,College of Mechatronic Engineering and Automation, National University of Defense Technology, Changsha, Hunan, P. R. China;

    Science and Technology on Integrated Logistics Support Laboratory, National University of Defense Technology, Changsha, Hunan, P. R. China,College of Mechatronic Engineering and Automation, National University of Defense Technology, Changsha, Hunan, P. R. China;

    Department of Automation, Xi'an Institute of High-Tech, Xi'an, Shanxi, P. R. China;

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  • 正文语种 eng
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  • 关键词

    Flight control system; testability demonstration; sequential probability ratio test; failure mode selection; failure rate;

    机译:飞行控制系统;可测试性演示;顺序概率比检验;故障模式选择;失败率;

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