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Shobhit Gupta
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Reducing fuel consumption by using information from connected and automated vehicle modules to optimize propulsion system control
P Olin, K Aggoune, L Tang, K Confer, J Kirwan, SR Deshpande, S Gupta, ...
SAE Technical Paper, 2019
442019
Safe Model-based Off-policy Reinforcement Learning for Eco-Driving in Connected and Automated Hybrid Electric Vehicles
Z Zhu, N Pivaro, S Gupta, A Gupta, M Canova
IEEE Transactions on Intelligent Vehicles, 2022
312022
Estimation of fuel economy on real-world routes for next-generation connected and automated hybrid powertrains
S Gupta, SR Deshpande, D Tufano, M Canova, G Rizzoni, K Aggoune, ...
SAE Technical Paper, 2020
282020
An Enhanced Driver Model for Evaluating Fuel Economy on Real-World Routes
S Gupta, SR Deshpande, P Tulpule, M Canova, G Rizzoni
IFAC-PapersOnLine 52 (5), 574-579, 2019
252019
A deep reinforcement learning framework for eco-driving in connected and automated hybrid electric vehicles
Z Zhu, S Gupta, A Gupta, M Canova
IEEE Transactions on Vehicular Technology, 2023
242023
Real-Time Ecodriving Control in Electrified Connected and Autonomous Vehicles Using Approximate Dynamic Programing
SR Deshpande, S Gupta, A Gupta, M Canova
Journal of Dynamic Systems, Measurement, and Control 144 (1), 011111, 2022
232022
A GPU Implementation of a Look-Ahead Optimal Controller for Eco-Driving Based on Dynamic Programming
Z Zhu, S Gupta, N Pivaro, SR Deshpande, M Canova
2021 European Control Conference (ECC), 899-904, 2021
172021
Eco-Driving of Connected and Autonomous Vehicles with Sequence-to-Sequence Prediction of Target Vehicle Velocity
S Gupta, M Canova
IFAC-PapersOnLine 54 (10), 430-436, 2021
152021
In-vehicle test results for advanced propulsion and vehicle system controls using connected and automated vehicle information
SR Deshpande, S Gupta, D Kibalama, N Pivaro, M Canova, G Rizzoni, ...
SAE International Journal of Advances and Current Practices in Mobility 3 …, 2021
132021
Benchmarking Fuel Economy of Connected and Automated Vehicles in Real World Driving Conditions via Monte Carlo Simulation
S Rajakumar Deshpande, S Gupta, D Kibalama, N Pivaro, M Canova
Dynamic Systems and Control Conference 84270, V001T10A004, 2020
92020
Look-Ahead Optimization of a Connected and Automated 48V Mild-Hybrid Electric Vehicle
S Gupta
The Ohio State University, 2019
42019
A Computationally Efficient Algorithm for Perturbed Dynamic Programs (A-PDP)
S Gupta, S D’Alessandro, A Gupta, S Stockar, M Canova
IEEE Control Systems Letters 7, 847-852, 2022
32022
Koopman Model Predictive Control for Eco-Driving of Automated Vehicles
S Gupta, D Shen, D Karbowski, A Rousseau
2022 American Control Conference (ACC), 2443-2448, 2022
32022
Perturbed Optimal Control for Connected and Automated Vehicles
S Gupta
The Ohio State University, 2022
12022
Data-driven Driver Model for Speed Advisory Systems in Partially Automated Vehicles
S Gupta, O Jacome, S Stockar, M Canova
IFAC-PapersOnLine 55 (37), 706-711, 2022
1*2022
Performance Evaluation of an Eco-driving Controller for Fuel-Cell Electric Trucks in Real-World Driving Conditions
M Spano, A Shiledar, S Gupta, M Villani, D Misul, M Canova, G Rizzoni
SAE Technical Paper, 2024
2024
Optimizing Urban Traffic Efficiency via Virtual Eco-Driving Featured by a Single Automated Vehicle
MF Ozkan, S Gupta, S D'Alessandro, M Spano, D Kibalama, J Paugh, ...
SAE Technical Paper, 2024
2024
Eco-Driving Control of Connected and Automated Vehicles using Neural Network based Rollout
J Paugh, Z Zhu, S Gupta, M Canova, S Stockar
ASME Letters in Dynamic Systems and Control, 1-9, 2023
2023
System and method for controlling vehicle energy consumption using segmented route optimization
K Aggoune, PM Olin, D Tufano, S Gupta, SR DESHPANDE, M Canova
US Patent App. 17/589,931, 2023
2023
Systems and methods for eco-approach and departure at a signalized intersection using vehicle dynamics and powertrain control with multiple horizon optimization
D Kibalama, SR DESHPANDE, S Gupta, N Pivaro, M Canova, K Aggoune, ...
US Patent App. 17/534,621, 2023
2023
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