Multi-rate Gaussian Bayesian network soft sensor development with noisy input and missing data A Khosbayar, J Valluru, B Huang Journal of Process Control 105, 48-61, 2021 | 34 | 2021 |
Development of robust extended Kalman filter and moving window estimator for simultaneous state and parameter/disturbance estimation J Valluru, SC Patwardhan, LT Biegler Journal of Process Control 69, 158-178, 2018 | 26 | 2018 |
Development of moving window state and parameter estimators under maximum likelihood and Bayesian frameworks J Valluru, P Lakhmani, SC Patwardhan, LT Biegler Journal of Process Control 60, 48-67, 2017 | 24 | 2017 |
An integrated frequent RTO and adaptive nonlinear MPC scheme based on simultaneous Bayesian state and parameter estimation J Valluru, SC Patwardhan Industrial & Engineering Chemistry Research 58 (18), 7561-7578, 2019 | 23 | 2019 |
Adaptive optimizing control of an ideal reactive distillation column J Valluru, JL Purohit, SC Patwardhan, SM Mahajani IFAC-PapersOnLine 48 (8), 489-494, 2015 | 19 | 2015 |
Simultaneous state and parameter estimation using receding-horizon nonlinear kalman filter PH Rangegowda, J Valluru, SC Patwardhan, S Mukhopadhyay IFAC-PapersOnLine 51 (18), 411-416, 2018 | 16 | 2018 |
Simultaneous and sequential state and parameter estimation using receding-horizon nonlinear Kalman filter PH Rangegowda, J Valluru, SC Patwardhan, S Mukhopadhyay Journal of Process Control 109, 13-31, 2022 | 9 | 2022 |
Application of a moving window parameter estimator for leak identification in the quadruple tank system P Lakhmani, J Valluru, G Chandrasekaran, SC Patwardhan IFAC-PapersOnLine 49 (1), 629-634, 2016 | 5 | 2016 |
Intelligent State Estimation for Online Optimizing Control of a Reactor System exhibiting Input Multiplicity G Bagla, J Valluru, AP Deshpande, SC Patwardhan IFAC-PapersOnLine 55 (7), 65-72, 2022 | 3 | 2022 |
Efficient operation of continuous reactor systems using economic nonlinear MPC formulations G Bagla, J Valluru, SC Patwardhan IFAC-PapersOnLine 53 (1), 512-517, 2020 | 3 | 2020 |
Development of a Moving Window Maximum Likelihood Parameter Estimator and its Application on Ideal Reactive Distillation System J Valluru, JL Purohit, SC Patwardhan, LT Biegler IFAC-PapersOnLine 49 (7), 484-489, 2016 | 3 | 2016 |
Bayesian network approach to process data reconciliation with state uncertainties and recycle streams AS Sundaramoorthy, J Valluru, B Huang Chemical Engineering Science 246, 116996, 2021 | 2 | 2021 |
Intelligent state estimation for fault tolerant integrated frequent RTO and adaptive nonlinear MPC G Bagla, SC Patwardhan, J Valluru Journal of Process Control 131, 103092, 2023 | 1 | 2023 |
Unified Unit-Wise and Plantwide Monitoring: Application in Early Detection of Gas Flare Event A Memarian, R Chiplunkar, J Valluru, B Huang Industrial & Engineering Chemistry Research, 2024 | | 2024 |
Adaptive Inference for Bayesian Network Soft‐Sensor in the presence of Process and Sensor Drift A Khosbayar, J Valluru, B Huang The Canadian Journal of Chemical Engineering 100 (9), 2119-2134, 2022 | | 2022 |
Development of a Robust Receding-Horizon Nonlinear Kalman Filter Using M-Estimators PH Rangegowda, J Valluru, SC Patwardhan, LT Biegler, ... Industrial & Engineering Chemistry Research 61 (4), 1808-1829, 2022 | | 2022 |
An Adaptive Optimizing Control Scheme Robust to Gross Errors in Measurements J Valluru, SC Patwardhan Proceedings of the SICE Annual Conference 2019, September 10-13, Hiroshima …, 2019 | | 2019 |