Results from the prognostic analysis completed on the NASA extreme Ultra Violet Explorer satellite

L. Losik
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Abstract

This paper summarizes the results from the multi-year research program completed at U.C. Berkeley, Space Sciences Laboratory, Center for Extreme Ultra Violet Astrophysics (CEA) in collaboration with engineering personnel from the Advanced Analysis Department at Lockheed Martin Space Systems Company. The research used the NASA EUVE satellite subsystem and payload equipment analog telemetry from the NASA/U.C. Berkeley Extreme Ultra Violet Explorer, low earth orbiting space science satellite and predictive algorithms pioneered on the Air Force's Global Positioning System satellites to measure the EUVE satellite onboard equipment remaining usable life and predict EUVE satellite subsystem equipment failures. The results of the research conducted at the CEA has been repeated by other major aerospace companies and is used widely on several major aircraft programs in the new F-35 Joint Strike Fighter but is not acceptable in the manufacture and test of space vehicles. The research was approved by the Director of the Center of EUV Astrophysics and was to demonstrate that satellite subsystem equipment usable life could be measured accurately and that equipment failures could be predicted using predictive algorithms and satellite subsystem and payload equipment telemetry. The purpose of the research was to demonstrate to NASA GSFC space science personnel that EUVE CEA mission operations team was willing to risk the health of the EUVE satellite to increase the length of the EUVE science mission by using new technologies to lower the cost of the EUVE mission operations. Using PRA as the only tool to calculate equipment reliability, results in the belief that equipment failures cannot be predicted and so cannot be prevented. If the EUVE engineering team could prove the presence of behavior in equipment telemetry that always preceded a surprise failure, then the equipment could be identified and replaced prior to launch stopping the premature failures of NASA, Air Force and commercial satellites and launch vehicles. After the success obtained in the research completed on the NASA EUVE program, the author continued to design space vehicles to provide telemetry for measuring equipment usable life and complete prognostic analysis on NASA spacecraft to identify any on-board equipment that was going to fail prematurely for replacement at space vehicle factories.
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来自美国宇航局极端紫外线探测卫星的预测分析结果
本文总结了加州大学伯克利分校空间科学实验室、极紫外线天体物理中心(CEA)与洛克希德马丁空间系统公司高级分析部门的工程人员合作完成的多年研究项目的结果。该研究使用了NASA EUVE卫星子系统和来自NASA/ uc的有效载荷设备模拟遥测技术伯克利极端紫外线探索者,低地球轨道空间科学卫星和预测算法在空军全球定位系统卫星上率先应用,用于测量EUVE卫星机载设备的剩余使用寿命,并预测EUVE卫星子系统设备故障。在CEA进行的研究结果已被其他主要航空航天公司重复,并广泛用于几个主要飞机项目的新型F-35联合攻击战斗机,但在航天飞行器的制造和测试中是不可接受的。这项研究得到了EUV天体物理中心主任的批准,目的是证明卫星子系统设备的使用寿命可以精确测量,设备故障可以使用预测算法和卫星子系统以及有效载荷设备遥测技术进行预测。研究的目的是向NASA GSFC空间科学人员证明,EUVE CEA任务运行团队愿意冒着EUVE卫星健康的风险,通过使用新技术来降低EUVE任务运行成本,以增加EUVE科学任务的长度。使用PRA作为计算设备可靠性的唯一工具,会导致认为设备故障无法预测,因此无法预防。如果EUVE工程团队能够证明设备遥测中的行为总是在意外故障之前出现,那么设备就可以在发射前被识别和更换,从而阻止NASA、空军和商业卫星和运载火箭的过早故障。在NASA EUVE项目的研究取得成功后,作者继续设计空间飞行器,为测量设备使用寿命提供遥测,并对NASA航天器进行完整的预测分析,以识别任何即将在航天器工厂更换的过早失效的机载设备。
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