Concepedia

Shriram Gajjar

SG

6

Publications

281

Citations

6

H-Index

2016

Active since

Affiliations

University of California, Davis(Current)

Technical University of Denmark

Luleå University of Technology

Shriram Gajjar is an author at University of California, Davis specializing in systems engineering, data science, and engineering.

Top concepts

EngineeringData ScienceFault DiagnosisSystems EngineeringDiagnosisData MiningComputer ScienceSignal ProcessingPattern RecognitionProcess Control

Publications per year

2016–2020

6

Publications

6

Real-time fault detection and diagnosis using sparse principal component analysis

Shriram Gajjar, Murat Külahçı, Ahmet Palazoğlu · Journal of Process Control · 2017 · 146 citations

Fault Diagnosis, Reliability Engineering, Engineering +9

A data-driven multidimensional visualization technique for process fault detection and diagnosis

Shriram Gajjar, Ahmet Palazoğlu · Chemometrics and Intelligent Laboratory Systems · 2016 · 63 citations

Fault Diagnosis, Engineering, Data Science +15

Selection of non-zero loadings in sparse principal component analysis

Shriram Gajjar, Murat Külahçı, Ahmet Palazoğlu · Chemometrics and Intelligent Laboratory Systems · 2017 · 29 citations

Sparse Representation, Data Science, Multilinear Subspace Learning +3

Use of Sparse Principal Component Analysis (SPCA) for Fault Detection

Shriram Gajjar, Murat Külahçı, Ahmet Palazoğlu · IFAC-PapersOnLine · 2016 · 15 citations · Full text

Fault Diagnosis, Engineering, Machine Learning +18

Least Squares Sparse Principal Component Analysis and Parallel Coordinates for Real-Time Process Monitoring

Shriram Gajjar, Murat Külahçı, Ahmet Palazoğlu · Industrial & Engineering Chemistry Research · 2020 · 15 citations

Fault Diagnosis, Real-time Process Monitoring, Engineering +20

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