System Identification and Learning Based Dynamics Modelling
System Identification and Learning Based Dynamics Modelling
In this work, we utilize physics informed machine learning approach to system identification and modelling of system dynamics for simulation and control. We modelled the entire propulsion system for Chandrayaan-2, India's first Lunar Mission is modelled using physics informed supervised learning for closed loop guidance and control.
Related Publications
Learning based Modelling of Throttleable Engine Dynamics for Lunar Landing Mission
Suraj Kumar, Aditya Rallapalli, Bharat Kumar GVP
Global Space Exploration Conference (GLEX), New Delhi, India, 7-9 May 2025.