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Thirunavukkarasu Indiran

Associate Professor

Manipal Institute of Technology

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Research Interests

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Articles (13)

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2027

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2026

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2026

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2026

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2025

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2025

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2025

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2024

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2024

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2024

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2024

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2023

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2023

Collaborators (4)

Dattaguru. V Kamath

Professor and Head

Manipal Institute of Technology

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Arockiaraj S

Associate Professor

Manipal University

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Muralikrishna Sn

Assistant Professor - Sr. Scale

Manipal Institute of Technology

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Matthew Pepper

Senior Lecturer

University of Wollongong

AUSTRALIA

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Thirunavukkarasu Indiran

Research Interests

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Articles (13)

Reinforcement Learning Based on TD-3 for the Nonlinear Model of CSTR: Temperature Tracking

Reinforcement Learning-Based Multivariate Nonlinear Model Predictive Controller Validation on a Lab Scale Batch Reactor

Reinforcement Learning-Based Temperature Control of Lab-Scale Continuous Stirred Tank Reactor

Online Sensor Fault Detection Using Machine Learning Algorithms on a Laboratory-Scale Batch Reactor: LSTM Approach

Managing quality by design for sustainable performance in the process industry

Q‑Learning-Based Multivariate Nonlinear Model Predictive Controller: Experimental Validation on Batch Reactor for Temperature Trajectory Tracking

Reinforcement Learning-Based Nonlinear Model Predictive Controller for a Jacketed Reactor: A Machine Learning Concept Validation Using Jetson Orin

CNN-LSTM-Based Nonlinear Model Predictive Controller for Temperature Trajectory Tracking in a Batch Reactor

Machine Learning Based Fault Classification in Pilot Plant Batch Reactor: Using Support Vector Machine

Neural Network-Based Hammerstein Model Identification of a Lab-Scale Batch Reactor

Applying Joint and Dual State and Parameter Estimation Using Derivative-Free Kalman Filter for a Switched Nonlinear System

Nonlinear Dynamic Modeling of a Quadrotor and Its Control Using Sliding Mode Controller

OTA-C Realization of An Optimized FOPID Controller for BLDC Motor Speed Control

Collaborators (4)

Dattaguru. V Kamath

Arockiaraj S

Muralikrishna Sn

Matthew Pepper

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