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Controlling Dynamic Systems under Time-Varying Constraints using Learning-Based Control

This B.Tech Aerospace / Aeronautical Engineering project is based on the recent research direction ‘Controlling Dynamic Systems under Time-Varying Constraints using Learning-Based Control’. The project focuses on applying artificial intelligence, machine learning,…

Project Overview This B.Tech Aerospace / Aeronautical Engineering project is based on the recent research direction 'Controlling Dynamic Systems under Time-Varying Constraints using Learning-Based Control'. The project focuses on applying artificial intelligence, machine learning, deep learning, computer vision, reinforcement learning, surrogate modelling, or RAG-style intelligent assistance to the Flight Control Systems area. Students can use the linked 2023-onward research paper/source as the academic base, then convert it into an implementation-focused final-year project with a simplified dataset, simulation model, Python workflow, dashboard, or prototype demonstration.
Research Paper Title Controlling Dynamic Systems under Time-Varying Constraints using Learning-Based Control
Research Paper / PDF Link Open Paper / PDF
Year 2023
Project Area Flight Control Systems
Project Type Learning-Based Control
Required Tools / Software Python, MATLAB/Simulink optional, Gymnasium, PyTorch, Control Systems toolbox optional
Main Features / Working Principle Use learning-based control concepts for constrained flight-control simulation
Expected Output A constrained-control demo showing safety-bound compliance
Possible Add-ons Add trajectory limits and robustness test
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This B.Tech aerospace project resource helps students connect a recent AI-based research direction with a practical implementation plan, tools, expected output, and possible extensions.

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