Ministry of Education
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Dr Santhosh Kumar Varanasi

vidwan id: 388018
Male

Assistant Professor, Department of Chemical Engineering
Indian Institute of Technology Jodhpur

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Expertise

  • Chemical Engineering

Publications

Total Articles 23
Books 0
Proceedings 0

Publications

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Scopus

Citations 124
h-index 7

CrossRef

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Citations 38
h-index 4
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Professional Recognition

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Community & Membership

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Bio

Machine learning; Soft sensor design; Sparse optimization; System Identification; Performance monitoring and assessment; Causality analysis; Model predictive control; Computer vision

Personal Details

  • Male
  • Assistant Professor , Indian Institute of Technology Jodhpur
  • NH- 62, Nagaur Road, Karwar
Ph.D.
Other Institute 2019
M.Tech.
Other Institute 2015
B.Tech.
Other Institute 2013
Assistant Professor May 2023 – Present
Indian Institute of Technology Jodhpur | Department of Chemical Engineering
Post-Doctoral Fellow Sep 2019 – Mar 2022
University of Alberta, Canada

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Co-Authors (3)

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Scholarly Work

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Scholarly Publications

Active learning using one class SVM for fault detection and diagnosis of process systems

Open Access
Conference Paper
Year: 2024. Pages: 397-402 .
Authors: Hambarde P.D.;Mandpe A.A.;Varanasi S.K.
DOI 10.1109/ICC64753.2024.10883677

Distributed Process Monitoring for Multiagent Systems Through Cognitive Learning

Open Access
Article
IEEE Transactions on Cognitive and Developmental Systems. Year: 2024. Volume: 16 , Issue: 1 , Pages: 8-19 .
Authors: Chen H.;Dogru O.;Varanasi S.K.;Yin X.;Huang B.
DOI 10.1109/TCDS.2022.3214424
8

Smart optimization with PPCR modeling in the presence of missing data, time delay and model-plant mismatch

Open Access
Article
Chemometrics and Intelligent Laboratory Systems. Year: 2023. Volume: 237 .
Authors: Memarian A.;Varanasi S.K.;Huang B.;Slot G.
DOI 10.1016/j.chemolab.2023.104812
8

Sparsity constrained wavelet neural networks for robust soft sensor design with application to the industrial KIVCET unit

Open Access
Article
Year: 2022. Volume: 159 .
Authors: Varanasi S.K.;Daemi A.;Huang B.;Slot G.;Majoko P.
DOI 10.1016/j.compchemeng.2022.107695
7

Stochastic state-feedback control using homotopy optimization and particle filtering

Open Access
Article
International Journal of Dynamics and Control. Year: 2022. Volume: 10 , Issue: 3 , Pages: 942-955 .
Authors: Polisetty V.G.;Varanasi S.K.;Jampana P.
DOI 10.1007/s40435-021-00853-w
3 4

Sparse Inverse Covariance Estimation for Causal Inference in Process Data Analytics

Open Access
Article
IEEE Transactions on Control Systems Technology. Year: 2022. Volume: 30 , Issue: 3 , Pages: 1268-1280 .
Authors: Sundaramoorthy A.S.;Varanasi S.K.;Huang B.;Ma Y.;Zhang H.;Wang D.
DOI 10.1109/TCST.2021.3105024
10

MPC Model-Plant-Mismatch Detection Through Slow Feature Analysis Preprocessing with Industrial Application

Open Access
Conference Paper
Year: 2022. Pages: 170-175 .
Authors: Dyson C.;Varanasi S.K.;Slot G.;Majoko P.;Huang B.
DOI 10.1109/AdCONIP55568.2022.9894127

Data-driven self-optimization of processes in the presence of the model-plant mismatch

Open Access
Conference Paper
Year: 2022. Volume: 55 , Issue: 7 , Pages: 532-537 .
Authors: Memarian A.;Varanasi S.K.;Huang B.
DOI 10.1016/j.ifacol.2022.07.498
5