Nasser L. Azad

Comparison of Deep Reinforcement Learning and Model Predictive Control for Adaptive Cruise Control

Yuan Lin, John McPhee, Nasser L. Azad · IEEE Transactions on Intelligent Vehicles · 2020 · 215 citations · Full text

Ecological Adaptive Cruise Controller for Plug-In Hybrid Electric Vehicles Using Nonlinear Model Predictive Control

Mahyar Vajedi, Nasser L. Azad · IEEE Transactions on Intelligent Transportation Systems · 2015 · 202 citations

Total Energy Cost, Engineering, Aerospace Engineering +12

Real-Time Nonlinear Model Predictive Control of a Battery–Supercapacitor Hybrid Energy Storage System in Electric Vehicles

Parisa Golchoubian, Nasser L. Azad · IEEE Transactions on Vehicular Technology · 2017 · 176 citations

Engineering, Hybrid Electric Vehicle, Prediction Horizon +16

A Distributed Reference Governor Approach to Ecological Cooperative Adaptive Cruise Control

Bijan Sakhdari, Nasser L. Azad · IEEE Transactions on Intelligent Transportation Systems · 2017 · 75 citations

Engineering, Safe Vehicle, Aerospace Engineering +12

Vehicle speed prediction via a sliding-window time series analysis and an evolutionary least learning machine: A case study on San Francisco urban roads

Ladan Mozaffari, Ahmad Mozaffari, Nasser L. Azad · Engineering Science and Technology an International Journal · 2014 · 69 citations · Full text

Traffic Theory, Engineering, Machine Learning +18