Shriram Gajjar

University of California, Davis — United States

Engineering · Physical Sciences

6h-index281citations6works0.02yr avg
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Research Topics

Fault Detection and Control Systems(6), Spectroscopy and Chemometric Analyses(4), Mineral Processing and Grinding(4), Geochemistry and Geologic Mapping(1), Grey System Theory Applications(1)

Publications6 total

Least Squares Sparse Principal Component Analysis and Parallel Coordinates for Real-Time Process Monitoring
Industrial & Engineering Chemistry Research·2020· 15 cited
Real-time fault detection and diagnosis using sparse principal component analysis
Journal of Process Control·2017· 146 cited
Selection of non-zero loadings in sparse principal component analysis
Chemometrics and Intelligent Laboratory Systems·2017· 29 cited
Process Knowledge Discovery Using Sparse Principal Component Analysis
Industrial & Engineering Chemistry Research·2016· 13 cited
A data-driven multidimensional visualization technique for process fault detection and diagnosis
Chemometrics and Intelligent Laboratory Systems·2016· 63 cited
Use of Sparse Principal Component Analysis (SPCA) for Fault Detection
IFAC-PapersOnLine·2016· 15 citedOpen Access

Frequent Co-authors

Ahmet Palazoğlu(6), Murat Külahçı(5), Huihui Gao(1), Qunxiong Zhu(1)