Search Results - arman+sargolzaei

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An Energy-Efficient Controller for Automated Electric Vehicles with Unknown Dynamics
Advantages Improves regenerative energy recovery by 12.84% compared to a baseline PID controller Eliminates the need for detailed vehicle powertrain models, enabling deployment across different EV platforms Simultaneously optimizes energy efficiency and speed tracking performance Adapts in real time to changing vehicle dynamics and driving conditions Summary Electric...
Published: 3/9/2026   |   Inventor(s): Hamed Faghihian, Arman Sargolzaei
Keywords(s): Automotive /Traffic Tech, Autonomous Vehicle, Energy Engineering, Green Technology
Category(s): Technology Classifications > Engineering > Autonomous Vehicle
Reinforcement Learning-Based Cooperative Adaptive Cruise Control Under False Data Injection Attacks
Advantages: Maintains safe inter-vehicle distance even under cyberattacks and disturbances Uses reinforcement learning with Lyapunov-based control for stability Features a neural network-based estimator to estimate and mitigate FDI attacks in real time Validated through simulation and real-world experimental testing Summary: Connected and automated...
Published: 7/18/2025   |   Inventor(s): Arman Sargolzaei, Parisa Ansari Bonab
Keywords(s): Autonomous Vehicle
Category(s): Technology Classifications > Computer Science > C/S Cybersecurity
An Automated False Data Injection Attack Generator for Testing and Verification of Networked Control Systems
Advantages: Automated security testing for networked control systems (NCSs), eliminating the need for manual attack scenario creation Reinforcement learning (RL)-based approach efficiently generates attack scenarios to identify vulnerabilities Proven stability using Lyapunov-based analysis, ensuring attack generation with convergence guarantees Adaptable...
Published: 3/3/2026   |   Inventor(s): Arman Sargolzaei, Farahnaz Javidi Niroumand
Keywords(s): Artificial Intelligence, Autonomous Vehicle, Cybersecurity
Category(s): Technology Classifications > Computer Science > C/S Cybersecurity, Technology Classifications > Data/AI > Cybersecurity - Data/AI
Automatic Regenerative Braking System To Increase Energy Efficiency
­Advantages: Boosts energy recovery by 24% to 61%, improving vehicle efficiency under various driving conditions. Automatically adjusts braking for maximum energy capture using advanced smart controls Increases vehicle range by 37.8% in real-world driving conditions Summary: Energy-efficient transportation is critical due to environmental...
Published: 10/14/2025   |   Inventor(s): Hamed Faghihian, Arman Sargolzaei
Keywords(s): Automotive /Traffic Tech, Autonomous Vehicle, Energy Engineering, Green Technology
Category(s): Technology Classifications > Engineering > Autonomous Vehicle, Technology Classifications > Energy & Environment > Energy Engineering, Technology Classifications > Engineering > Electrical Engineering