S
Sirish L. Shah
Researcher at University of Alberta
Publications - 426
Citations - 14409
Sirish L. Shah is an academic researcher from University of Alberta. The author has contributed to research in topics: Model predictive control & Adaptive control. The author has an hindex of 63, co-authored 426 publications receiving 13242 citations. Previous affiliations of Sirish L. Shah include University College London & University of Sheffield.
Papers
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On-line outlier detection and data cleaning
TL;DR: The proposed data filter-cleaner includes an on-li ne outlier-resistant estimate of the process model and combines it with a modified Kalman filter to detect and “clean” outliers.
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Investigations of the effects of gender, diurnal variation, and age in human urinary metabolomic profiles.
Carolyn M. Slupsky,Kathryn N. Rankin,James Wagner,Hao Fu,David Chang,Aalim M. Weljie,Erik J. Saude,Bruce Lix,Darryl J. Adamko,Sirish L. Shah,Russell Greiner,and Brian D. Sykes,Thomas J. Marrie +12 more
TL;DR: Differences in gender, diurnal variation, and age in a human population are explored and targeted profiling produces robust models, generates accurate metabolite concentration data, and provides data that can be used to help understand metabolic differences in a healthy population.
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Fault detection and diagnosis in process data using one-class support vector machines
Sankar Mahadevan,Sirish L. Shah +1 more
TL;DR: It is shown that the proposed algorithm outperformed PCA and DPCA both in terms of detection and diagnosis of faults.
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Adaptive control strategies for process control: A survey
TL;DR: In this article, the state of the art in adaptive control from a process control perspective and describes leading design techniques are considered, and potential operating problems associated with adaptive control schemes are considered.