| A long-short term memory recurrent neural network based reinforcement learning controller for office heating ventilation and air conditioning systems Y Wang, K Velswamy, B Huang Processes 5 (3), 46, 2017 | 181 | 2017 |
| Distributed multiparametric model predictive control design for a quadruple tank process V Kirubakaran, TK Radhakrishnan, N Sivakumaran Measurement 47, 841-854, 2014 | 68 | 2014 |
| Reinforcement learning approach to autonomous PID tuning O Dogru, K Velswamy, F Ibrahim, Y Wu, AS Sundaramoorthy, B Huang, ... Computers & Chemical Engineering 161, 107760, 2022 | 60 | 2022 |
| A novel approach to feedback control with deep reinforcement learning Y Wang, K Velswamy, B Huang IFAC-PapersOnLine 51 (18), 31-36, 2018 | 54 | 2018 |
| Online reinforcement learning for a continuous space system with experimental validation O Dogru, N Wieczorek, K Velswamy, F Ibrahim, B Huang Journal of Process Control 104, 86-100, 2021 | 33 | 2021 |
| Actor–critic reinforcement learning and application in developing computer-vision-based interface tracking O Dogru, K Velswamy, B Huang Engineering 7 (9), 1248-1261, 2021 | 19 | 2021 |
| A hierarchical constrained reinforcement learning for optimization of bitumen recovery rate in a primary separation vessel H Shafi, K Velswamy, F Ibrahim, B Huang Computers & Chemical Engineering 140, 106939, 2020 | 19 | 2020 |
| Real Time Modeling and Control of Three Tank Hybrid System TK K. Sathish Kumar, Velswamy, Kirubakaran, Radhakrishnan Chemical Product and Process Modeling 13 (1), 1-10, 2018 | 17* | 2018 |
| Real Time Modeling and Control of Three Tank Hybrid System K Sathish Kumar, V Kirubakaran, TK Radhakrishnan International Conference on New Frontiers in Chemical, Energy and …, 2015 | 17 | 2015 |
| GOBF-ARMA based model predictive control for an ideal reactive distillation column S Lalu, V Kirubakaran, TK Radhakrishnan International Conference on Green Technology for Environmental Pollution …, 2014 | 17* | 2014 |
| Energy efficient model based algorithm for control of building HVAC systems V Kirubakaran, C Sahu, TK Radhakrishnan, N Sivakumaran Ecotoxicology and environmental safety 121, 236-243, 2015 | 16 | 2015 |
| Performance evaluation of whey flux in dead-end and cross-flow modes via convolutional neural networks LT Yogarathinam, K Velswamy, A Gangasalam, AF Ismail, PS Goh, ... Journal of environmental management 301, 113872, 2022 | 12 | 2022 |
| Neural model predictive controller for multivariable process N Sivakumaran, V Kirubakaran, TK Radhakrishnan 2006 IEEE International Conference on Industrial Technology, 3072-3077, 2006 | 12 | 2006 |
| Energy optimization using metaheuristic bat algorithm assisted controller tuning for industrial and residential applications VR Divyesh, C Sahu, V Kirubakaran, TK Radhakrishnan, M Guruprasath Transactions of the Institute of Measurement and Control 40 (7), 2310-2321, 2018 | 10 | 2018 |
| Metaheuristic Patient Estimation Based Patient-Specific Fuzzy Aggregated Artificial Pancreas Design V Kirubakaran, TK Radhakrishnan, N Sivakumaran Industrial and Engineering Chemistry Research 53 (39), 15052–15070, 2014 | 9 | 2014 |
| Explicit model predictive control of split-type air conditioning system C Sahu, V Kirubakaran, TK Radhakrishnan, N Sivakumaran Transactions of the Institute of Measurement and Control 39 (5), 754-762, 2017 | 8 | 2017 |
| A hierarchical memory network-based approach to uncertain streaming data W Wang, K Velswamy, K Hao, L Chen, W Pedrycz Knowledge-Based Systems 165, 1-12, 2019 | 7 | 2019 |
| Fuzzy aggregation based multiple models explicit multi parametric MPC design for a quadruple tank process V Kirubakaran, TK Radhakrishnan, N Sivakumaran IFAC-PapersOnLine 49 (1), 555-560, 2016 | 6 | 2016 |
| Parametric analysis of lignocellulosic ultrafiltration in lab scale cross flow module using pore blocking and artificial neural network model LT Yogarathinam, K Velswamy, A Gangasalam, AF Ismail, PS Goh, ... Chemosphere 286, 131822, 2022 | 5 | 2022 |
| Explicit nonlinear predictive control algorithms for Laguerre filter and sparse least square support vector machine-based Wiener model K Diveyesh Raninga, Radhakrishnan TK Transactions of Institute of Measurement and Control, 1-20, 2020 | 5* | 2020 |
Sivakumaran NatarajanProfessor, Dept of Instrumentation and Control Engg, NIT-TrichyVerified email at nitt.edu
