Jayaram valluru

Employment

• University of Alberta Post Doctoral Fellow
  2018 - Present

Education

• Indian Institute of Technology Bombay Ph.D
  2011 - 2018

Projects & Funding

Projects & funding information is unavailable.

Publications (12)

• Simultaneous and sequential state and parameter estimation using receding-horizon nonlinear Kalman filter
  Journal of Process Control 2022 DOI: 10.1016/j.jprocont.2021.11.003
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• Adaptive inference for Bayesian network soft-sensor in the presence of process and sensor drift
  The Canadian Journal of Chemical Engineering 2022 DOI: 10.1002/CJCE.24487
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• Development of a Robust Receding-Horizon Nonlinear Kalman Filter Using M-Estimators
  Industrial & Engineering Chemistry Research 2022 DOI: 10.1021/ACS.IECR.1C03830
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• Bayesian network approach to process data reconciliation with state uncertainties and recycle streams
  Chemical Engineering Science 2021 DOI: 10.1016/j.ces.2021.116996
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• Multi-rate Gaussian Bayesian network soft sensor development with noisy input and missing data
  Journal of Process Control 2021 DOI: 10.1016/j.jprocont.2021.07.003
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• Efficient operation of continuous reactor systems using economic nonlinear MPC formulations
  IFAC-PapersOnLine 2020 DOI: 10.1016/j.ifacol.2020.06.086
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• An Integrated Frequent RTO and Adaptive Nonlinear MPC Scheme Based on Simultaneous Bayesian State and Parameter Estimation
  Industrial and Engineering Chemistry Research 2019 DOI: 10.1021/acs.iecr.8b05327
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• Development of robust extended Kalman filter and moving window estimator for simultaneous state and parameter/disturbance estimation
  Journal of Process Control 2018 DOI: 10.1016/j.jprocont.2018.05.008
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• Simultaneous State and Parameter Estimation using Receding-horizon Nonlinear Kalman Filter
  2018 DOI: 10.1016/j.ifacol.2018.09.335
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• Development of moving window state and parameter estimators under maximum likelihood and Bayesian frameworks
  Journal of Process Control 2017 DOI: 10.1016/j.jprocont.2017.08.007
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