計測自動制御学会論文集
Online ISSN : 1883-8189
Print ISSN : 0453-4654
ISSN-L : 0453-4654
論文
フィッシャー情報量に基づくジェットエンジンの最適センサ配置決定法
若林 優一垣内 大紀木下 萌中村 恵子古川 洋之小野 雅裕足立 修一
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2015 年 51 巻 9 号 p. 634-644

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We propose a novel optimal sensor placement determination method for jet engines. In jet engine health monitoring, fault detection with a state estimation is frequently carried out. A straightforward approach to obtain accurate estimations is to directly observe all the physical quantities of interest. However, typically, only a subset of them is observable. Moreover, in practice, the number of sensors is often limited due to cost and weight. Therefore, optimizing sensor placement is an important problem. More specifically, we solve a problem to maximize the estimation accuracy by optimally choosing a given number of physical quantities that are measured by sensors. We validate the proposed method by extensive simulations.

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© 2015 公益社団法人 計測自動制御学会
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