• Title/Summary/Keyword: 측정값 잔차 모니터링

Search Result 2, Processing Time 0.016 seconds

Effects of Parameter Estimation in Phase I on Phase II Control Limits for Monitoring Autocorrelated Data (자기상관 데이터 모니터링에서 일단계 모수 추정이 이단계 관리한계선에 미치는 영향 연구)

  • Lee, Sungim
    • The Korean Journal of Applied Statistics
    • /
    • v.28 no.5
    • /
    • pp.1025-1034
    • /
    • 2015
  • Traditional Shewhart control charts assume that the observations are independent over time. Current progress in measurement and data collection technology lead to the presence of autocorrelated process data that may affect poor performance in statistical process control. One of the most popular charts for autocorrelated data is to model a correlative structure with an appropriate time series model and apply control chart to the sequence of residuals. Model parameters are estimated by an in-control Phase I reference sample since they are usually unknown in practice. This paper deals with the effects of parameter estimation on Phase II control limits to monitor autocorrelated data.

UDRE Monitoring Analysis of Korean Satellite Navigation System (한국형 위성항법시스템의 UDRE 모니터링 분석)

  • Park, Jong-Geun;Ahn, Jongsun;Heo, Moon-Beom;Joo, Jung Min;Lee, Kihoon;Sung, Sangkyung;Lee, Young Jae
    • Journal of the Korean Society for Aeronautical & Space Sciences
    • /
    • v.43 no.2
    • /
    • pp.125-132
    • /
    • 2015
  • This paper is about analysis of UDRE monitoring method for Korean Satellite navigation system, which is the correction parameter of satellite measurements. New receiver clock bias and tropospheric delay error estimation method to make pseudo-range residual for UDRE monitoring is proposed. Saastamoinen model and Neill mapping function are used for estimate the tropospheric delay and EKF is used for estimgate the receiver clock bias. Through the satellite measurements and regional weather data received directly from the domestic is using for UDRE monitoring analysis, more suitable UDRE monitoring threshold can be deducted and it is expected to be utilized for fault detection technique of Korean Satellite Navigation System.