第10回
ポンプの各異常状態時における効率変化傾向および状態判定法
著者:
陳山 鵬,Ho JINYAMA,李 可,Ke LI,薛 紅涛,Hongtao XUE,山村 尚広,Naohiro YAMAMURA,水津 明日香,Asuka SUIZU
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Abstract : In this research, the performance and efficiency of a centrifugal pump under operation are diagnosed with high precision by measurement of electric current, voltage, flow rate, and pressure. Moreover, mechanical faults (misalignment etc.) and the faults in fluid (cavitation etc.) were diagnosed precisely with the vibration signals, and the reason of efficiency fall was clarified theoretically and experimentally. In this report, we proposed the condition diagnosis method for pump equipment by...
英字タイトル:
Condition Diagnosis Method and of Efficiency Trend in Fault State for a Centrifugal Pump
第9回
包絡線スペクトル、信号融合および LSM 主成分分析を用いた回転機械構造系異常の精密診断法
著者:
陳山 鵬,Ho JINYSMA,滝 浩太朗,Kotaro TAKI,李 可 Ke Li,薛 紅涛,Hongtao XUE
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Abstract : Structural faults are often occurring in a rotating machine, such as, u nbalance, misalignment and looseness etc., and their feature spectra of vibration signal appear in the low frequency area. The precise diagnosis for the structural faults type is difficult in the real plant, because of the noise in the vibratio n signal and the complex structure of the plant machine. In this study, we propose d the precise diagnosis method of structural fault for rotating machinery using en veloped wave spec...
英字タイトル:
Precise Diagnosis Method of Structural Fault for Rotating Machinery Using Enveloped Wave Spectra, Signal Fusion and LSM Principal Component Analysis
第8回
設備余寿命予測に関する研究 -遺伝的アルゴリズムによる最適予測法-
著者:
陳山 鵬,Ho JINYAMA,小出 悠貴,Yuki KOIDE,李 可, Ka Li,薛 紅涛,Hongtao XUE,里永 憲昭,Noriaki SATONAGA
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Rolling bearing is the most part used in rotating machinery of industrial plant. The condition diagnosis technology of rolling bearing is very important and indispensable for the plant safety and operation stability. The purpose o f this study is to improve the accuracy of the life prediction for a rolling bearing. The paper proposes a searchin g method for the optimum mathematic function for the high accurate prediction by using the genetic algorithms (GA)....
英字タイトル:
Life Prediction of Rolling Bearing Using Genetic Algorithm
第10回
逐次ファジィ・ニューラルネットワークによるポンプの精密異常診断
著者:
神 豊,Yutaka JIN,薛 紅涛,Hongtao XUE,李 可,Ke LI,陳山 鵬,Ho JINYAMA,山村 尚広,Naohiro YAMAMURA,水津 明日香,Asuka SUIZU
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Abstract : This paper presents a precise condition diagnosis method for a centrifugal pump using sequential fuzzy neural network (SFNN). Firstly, the feature signals of fault states are extracted from the measured vibration signals for the pump condition diagnosis in different frequency regions by statistic filter, symptom parameters (SPs) for distinguishing fault types are defined and calculated by using the feature signals. Secondly, to distinguish the pump state, sequential fuzzy neural network (SFN...
英字タイトル:
Precise Diagnosis Method for Centrifugal Pump by Sequential Fuzzy Neural Network