異常模擬ループ試験による多点分析手法の検討
英字タイトル:
Evaluation of a Multi-Sensors Condition Monitoring Method
著者:
角皆 学 Kazuyuki DEMACHI Kentaro TAKASE 萱田 良 Stephane Perrin ペランステファン 安達 勝 Masaru ADACHI
発刊日:
公開日:
bearing failurecavitationcondition monitoringmultivariate analysis
Evaluation of a Multi-Sensors Condition Monitoring Method
著者:
角皆 学 Kazuyuki DEMACHI Kentaro TAKASE 萱田 良 Stephane Perrin ペランステファン 安達 勝 Masaru ADACHI
発刊日:
公開日:
カテゴリ: 第10回
キーワードタグ:bearing failurecavitationcondition monitoringmultivariate analysis
概要
Experiments that simulate bearing failures and the presence of cavitation are performed on a pump loop. During the experiments several types of data are acquired such as vibrations, system pressure, flow rate and motor current. A multivariate analysis is then applied to these data. Abnormalities are detected by evaluating the residual between the measured value and the estimated value that is determined from the model in a normal state. Because the influence of bearing failures is limited to a very local area, it is shown that in this case this method is not suitable. However, for system failures such as pressure abnormality that induces cavitation, it is shown that this method is effective..
