Removal of transient disturbances from oscillating measurements using nearest neighbors imputation
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- 作者：Inê ; s M. Cecí ; lioa ; i.cecilio09@imperial.ac.uk" class="auth_mail" title="E-mail the corresponding author ; James R. Ottewillb ; Harald Fretheimc ; Nina F. Thornhilla
- 关键词：Transients ; Oscillations ; Plantwide ; Disturbances ; Nearest neighbors ; Imputation ; Nonlinear time series analysis
- 刊名：Journal of Process Control
- 出版年：2016
- 出版时间：August 2016
- 年：2016
- 卷：44
- 期：Complete
- 页码：68-78
- 全文大小：2286 K
文摘
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Method to remove transient disturbances from oscillating measurements.
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Reconstructed measurement maintains the original oscillatory dynamic features.
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Method is based on a nearest neighbors imputation technique.
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Optimal parameter values adaptable to dynamics of any particular system.
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Inconsistency indices to assess the adequacy of the reconstructed measurement.