Thirunavukkarasu Indiran

10PUBLICATIONS
8CO-AUTHORS
Neural networksExperimental methods in fluid flow, heat and mass transferReinforcement learningProcess control and simulationNumerical modelling and mechanical characterisation
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Publications (10)

|Mar 02, 2026
Online Sensor Fault Detection Using Machine Learning Algorithms on a Laboratory-Scale Batch Reactor: LSTM Approach.

Natasha Chrissane Lobo, Himani H Poojary, Lubna Katapady

|Jul 29, 2025
Reinforcement Learning-Based Nonlinear Model Predictive Controller for a Jacketed Reactor: A Machine Learning Concept Validation Using Jetson Orin.

Aishwarya Selvamurugan, Aromal Vinod Kumar, Hrishikesh R Palan

|Jul 14, 2025
Q‑Learning-Based Multivariate Nonlinear Model Predictive Controller: Experimental Validation on Batch Reactor for Temperature Trajectory Tracking.

Abhiram Varma Vegesna, Muralikrishna Shamaiah Narayanarao, Kishore Bhamidipati

|Dec 02, 2024
CNN-LSTM-Based Nonlinear Model Predictive Controller for Temperature Trajectory Tracking in a Batch Reactor.

Aishwarya Selvamurugan, Parthiban Kunnathur Ganesan, Shashank S Nayak

|Jul 08, 2024
Machine Learning Based Fault Classification in Pilot Plant Batch Reactor: Using Support Vector Machine.

Arockiaraj Simiyon, Chaitanya Sachidanand, Manthana Halmakki Krishnamurthy

|Jan 15, 2024
Neural Network-Based Hammerstein Model Identification of a Lab-Scale Batch Reactor.

Murugan Balakrishnan, Vinodha Rajendran, Shettigar J Prajwal

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Frequent Collaborators

4 joint publications

Shettigar J Prajwal

2 joint publications

Eadala Sarath Yadav

1 joint publications

Shreesha Chokkadi

1 joint publications

Srinivas Palanki