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通航飞机起落架系统故障频率预测研究 被引量:2
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作者 丰世林 张中波 杜仲 《组合机床与自动化加工技术》 北大核心 2018年第6期51-55,共5页
文章研究起落架系统发生故障的频率,变事后维修为预防维修,尽可能保证飞行安全。因此提出一种采用模糊信息粒化和支持向量机相融合的时序回归预测技术来预测起落架系统故障发生频率。以某型通航飞机2012年1月至2016年12月的起落架故障... 文章研究起落架系统发生故障的频率,变事后维修为预防维修,尽可能保证飞行安全。因此提出一种采用模糊信息粒化和支持向量机相融合的时序回归预测技术来预测起落架系统故障发生频率。以某型通航飞机2012年1月至2016年12月的起落架故障数据为基础,根据该模型输入数据并进行故障频率预测。预测结果表明,采用该方法预测起落架故障频率合理有效,根据该预测结果可得到起落架故障频率的变化趋势和变化空间,并为机务维修提供技术支持。 展开更多
关键词 支持向量机 信息粒化 起落架系统 故障频率预测
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Unplanned Shutdown Frequency Prediction of FBR MONJU Using Fault Tree Analysis Method
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作者 Masutake SOTSU 《Journal of Energy and Power Engineering》 2014年第7期1286-1292,共7页
In order to evaluate the operational reliability of Japanese FBR (fast breeder reactor) MONJU, frequencies of important intermediate events and equipment failures resulting during reactor automatic trip are predicte... In order to evaluate the operational reliability of Japanese FBR (fast breeder reactor) MONJU, frequencies of important intermediate events and equipment failures resulting during reactor automatic trip are predicted using FTA (fault tree analysis) technique for the plant system model. The targeted devices are the following: PHTS (primary heat transport system), SHTS (secondary heat transport system), WS (water and steam system), PPS (plant protection system) and PCS (plant control system). In this paper, the frequency of automatic reactor trips was estimated by extracting and analyzing the important intermediate events and equipment failures covering all the derived fault trees of these systems. The analyses predicted 1.2/RY (reactor year) the value of unplanned shut down frequency by the internal factor of the system. The largest contributed event was function failure of SHTS accounting for 42.6% of total events followed by PHTS with 40.1%. The contribution factor of WS was only 4.4%. 展开更多
关键词 FBR MONJU fault tree analysis.
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