Revised Residual-Based Approach Using Simplified Calculation Method
スポンサーリンク
概要
- 論文の詳細を見る
In the field of machine diagnosis, Residual-Based Approach (RBA) Method is used which makes x^2-test to the residual series of Kalman Filter. But it has the following points to be revised. (1) In the field of machine diagnosis, many data are gathered in a short time which may surpass the calculation time. (2) RBA Method is complicated in calculation. (3) As it utilizes Kalman Filter, data is processed one by one which dose not make much difference of estimated parameter. Therefore, detecting the abnormal condition of machine is rather hard. In this paper, simplified calculation method.is introduced to cope with these issues, considering the case that l amount of data are received at one time following N amount of data. Numerical example shows that new method has a fairly good estimation accuracy and the calculation time is about 1/8 compared with the case when the same data are processed by Kalman Filter. Imbedding this new method to RBA Method, effective machine diagnosis can be executed in a short time.
- 大阪府立大学の論文
- 2005-09-30
著者
関連論文
- Mobile Marketing
- 可調整パラメータを持つmas-plus線形システムに対するモデル予測制御
- Optimization of Sea and Air Transportation
- Optimization in Sea and Air Freight Transport Utilizing Genetic Algorithm
- Analysis of the Preference Shift of Customer Brand Selection and Its Matrix Structure
- Simplified Machine Diagnosis Techniques by Impact Vibration Using Absolute Deterioration Factor of 6th Normalized Moment
- Consumers' Activities for Brand Selection and Their Matrices Structure : Questionnaire Investigation To Automobile Purchasing Case
- Analysis of the Behavior of Kurtosis and 6th Normalized Moment by Simplified Model and their Application to Machine Diagnosis
- Simplified Machine Diagnosis Techniques by Impact Vibration : Deterioration Factor of Second Order Correlation Function Type
- Combined Method to Upraise Forecasting Accuracy
- Consumers' Activities for Brand Selection and Their Matrices Structure : Questionnaire Investigation To Automobile Purchasing Case
- Simplified Machine Diagnosis Techniques Using AR Model of Absolute Deterioration Factor with Weight
- Simplified Machine Diagnosis Techniques Using 3rd order ARMA Model of Absolute Deterioration Factor
- Simplified Machine Diagnosis Techniques Using ARMA Model of Absolute Deterioration Factor
- Simplified Machine Diagnosis Techniques Using AR Model of Absolute Deterioration Factor
- Simplified machine diagnosis techniques utilizing system parameter distance of ARMA model
- オンラインパラメータ推定時における時系列複数データ処理方法 (特集 設備保全・診断技術の理論と実践)
- フォールト・マトリックス手法の改善
- ARMAモデルによるシステムパラメータ間距離を用いた簡易設備診断方法
- Analysis of Questionnaire for Consumers in Building Greengrocery Traceability System
- Analysis of Questionnaire for Growers in Building Greengrocery Traceability System
- 第二回 実践教育プログラムの事例
- 第一回 実践教育プログラムの事例
- 生産管理系人材のあり方を巡って(特集3)
- Simplified Machine Diagnosis Techniques Utilizing System Parameter Distance of ARMA Model
- フォールト・マトリックス手法の改善
- 高次キュムラントの簡易計算方法の導入による設備診断
- Analysis of the Application for Principal Component Analysis and Multiple Correspondence Analysis to Machine Diagnosis Indices
- プレカット材料取り合わせにおける遺伝的アルゴリズムの適用
- 第1回ICSIシステムイノベーション Conference に参加して
- 第三回 経営工学における主要資格CPD実践化計画の検討
- 2009年度「経営工学関連学会協議会25周年・経営工学100年周期」記念シンポジウム報告
- Estimation of Smoothing Constant in Exponential Smoothing Method and Its Expansion : Examination for Extended ESM
- 産学官連携及び知的財産活動
- 衝撃劣化指標の簡易計算方法と設備診断への応用
- 指数平滑法における平滑化定数の推定 : (0,1,1) ARIMAモデルからのアプローチ
- オンラインパラメータ推定時における簡易Kalman Filter型複数データ処理法
- 設備診断技術の開発・研究と特許
- 高次キュミュラントを活用した簡易設備診断方法
- 衝撃波を利用した簡易型絶対指標化n次モーメント
- 衝撃波を利用した擬似1次遅れ自己相関係数型劣化指標
- 時系列複数データ処理方法
- 衝撃波を利用した改訂 Kurtosis 法
- Optimization in Sea and Air Transport Utilizing Genetic Algorithm
- Optimization of International Inter-Modal Logistics Utilizing Genetic Algorithm
- Outlook of Current Supply Chain Management System and its Expectation to the Future
- Revised Residual-Based Approach Using Simplified Calculation Method
- システムパラメータ間距離を用いた簡易設備診断方法