Marcello Canova

58 papers C 20Journal 32Unranked 6

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Conformalized Transfer Learning for Li-ion Battery State of Health Forecasting under Manufacturing and Usage Variability. CoRR Samuel Filgueira da Silva, Mehmet Fatih Ozkan, Faissal El Idrissi, Marcello Canova
2026	J	`jnl`	Quadratic Surrogate Attractor for Particle Swarm Optimization. CoRR Maurizio Clemente, Marcello Canova
2025	J	`jnl`	Augmented Physics-Based Li-ion Battery Model via Adaptive Ensemble Sparse Learning and Conformal Prediction. CoRR Samuel Filgueira da Silva, Mehmet Fatih Ozkan, Faissal El Idrissi, Marcello Canova
2025	C	`conf`	Improving Low-Fidelity Models of Li-ion Batteries via Hybrid Sparse Identification of Nonlinear Dynamics. ACC Samuel Filgueira da Silva, Mehmet Fatih Ozkan, Faissal El Idrissi, Prashanth Ramesh, Marcello Canova
2025	C	`conf`	Modeling Driver Behavior in Speed Advisory Systems: Koopman-based Approach with Online Update. ACC Mehmet Fatih Ozkan, Jeffrey P. Chrstos, Marcello Canova, Stephanie Stockar
2025	J	`jnl`	Modeling Driver Behavior in Speed Advisory Systems: Koopman-based Approach with Online Update. CoRR Mehmet Fatih Ozkan, Jeffrey P. Chrstos, Marcello Canova, Stephanie Stockar
2025	—	`conf`	Optimal Design of Experiment for Electrochemical Parameter Identification of Li-Ion Battery via Deep Reinforcement Learning. CCTA Mehmet Fatih Ozkan, Samuel Filgueira da Silva, Faissal El Idrissi, Prashanth Ramesh, Marcello Canova
2025	J	`jnl`	Optimal Design of Experiment for Electrochemical Parameter Identification of Li-ion Battery via Deep Reinforcement Learning. CoRR Mehmet Fatih Ozkan, Samuel Filgueira da Silva, Faissal El Idrissi, Prashanth Ramesh, Marcello Canova
2025	J	`jnl`	Real-Time Optimal Design of Experiment for Parameter Identification of Li-Ion Cell Electrochemical Model. CoRR Ian Mikesell, Samuel Filgueira da Silva, Mehmet Fatih Ozkan, Faissal El Idrissi, Prashanth Ramesh, Marcello Canova
2025	J	`jnl`	Traffic-Aware Eco-Driving Control in CAVs via Learning-based Terminal Cost Model. CoRR Mehmet Fatih Ozkan, Dennis Kibalama, Jacob Paugh, Marcello Canova, Stephanie Stockar
2024	J	`jnl`	A Deep Reinforcement Learning Framework for Eco-Driving in Connected and Automated Hybrid Electric Vehicles. IEEE Trans. Veh. Technol. Zhaoxuan Zhu, Shobhit Gupta, Abhishek Gupta, Marcello Canova
2024	J	`jnl`	Data-Driven Personalized Energy Consumption Range Estimation for Plug-in Hybrid Electric Vehicles in Urban Traffic. CoRR Mehmet Fatih Ozkan, James Farrell, Marcello Telloni, Luis Mendez, Radu Pirvan, Jeffrey P. Chrstos, Marcello Canova, Stephanie Stockar
2024	J	`jnl`	Improving Low-Fidelity Models of Li-ion Batteries via Hybrid Sparse Identification of Nonlinear Dynamics. CoRR Samuel Filgueira da Silva, Mehmet Fatih Ozkan, Faissal El Idrissi, Prashanth Ramesh, Marcello Canova
2024	J	`jnl`	Parameter Identification for Electrochemical Models of Lithium-Ion Batteries Using Bayesian Optimization. CoRR Jianzong Pi, Samuel Filgueira da Silva, Mehmet Fatih Ozkan, Abhishek Gupta, Marcello Canova
2024	C	`conf`	Real-Time Eco-Driving of a Connected and Automated Fuel Cell Electric Truck Using Approximate Dynamic Programming. ACC Ankur Shiledar, Shobhit Gupta, Matteo Spano, Manfredi Villani, Marcello Canova, Giorgio Rizzoni
2023	J	`jnl`	A Computationally Efficient Algorithm for Perturbed Dynamic Programs (A-PDP). IEEE Control. Syst. Lett. Shobhit Gupta, Stefano D'Alessandro, Abhishek Gupta, Stephanie Stockar, Marcello Canova
2023	J	`jnl`	Eco-Driving Control of Connected and Automated Vehicles using Neural Network based Rollout. CoRR Jacob Paugh, Zhaoxuan Zhu, Shobhit Gupta, Marcello Canova, Stephanie Stockar
2022	J	`jnl`	Data-driven Driver Model for Speed Advisory Systems in Partially Automated Vehicles. CoRR Olivia Jacome, Shobhit Gupta, Stephanie Stockar, Marcello Canova
2022	J	`jnl`	Model Predictive Control for Automotive Climate Control Systems via Value Function Approximation. IEEE Control. Syst. Lett. Dennis Kibalama, Yuxing Liu, Stephanie Stockar, Marcello Canova
2022	J	`jnl`	Safe Model-Based Off-Policy Reinforcement Learning for Eco-Driving in Connected and Automated Hybrid Electric Vehicles. IEEE Trans. Intell. Veh. Zhaoxuan Zhu, Nicola Pivaro, Shobhit Gupta, Abhishek Gupta, Marcello Canova
2021	J	`jnl`	A Deep Reinforcement Learning Framework for Eco-driving in Connected and Automated Hybrid Electric Vehicles. CoRR Zhaoxuan Zhu, Shobhit Gupta, Abhishek Gupta, Marcello Canova
2021	—	`conf`	A GPU Implementation of a Look-Ahead Optimal Controller for Eco-Driving Based on Dynamic Programming. ECC Zhaoxuan Zhu, Shobhit Gupta, Nicola Pivaro, Shreshta Rajakumar Deshpande, Marcello Canova
2021	J	`jnl`	A GPU Implementation of a Look-Ahead Optimal Controller for Eco-Driving Based on Dynamic Programming. CoRR Zhaoxuan Zhu, Shobhit Gupta, Nicola Pivaro, Shreshta Rajakumar Deshpande, Marcello Canova
2021	J	`jnl`	An Algorithm to Warm Start Perturbed (WASP) Constrained Dynamic Programs. CoRR Abhishek Gupta, Shreshta Rajakumar Deshpande, Marcello Canova
2021	J	`jnl`	Eco-Driving of Connected and Autonomous Vehicles with Sequence-to-Sequence Prediction of Target Vehicle Velocity. CoRR Shobhit Gupta, Marcello Canova
2021	J	`jnl`	Integrated Approximate Dynamic Programming and Equivalent Consumption Minimization Strategy for Eco-Driving in a Connected and Automated Vehicle. IEEE Trans. Veh. Technol. Shreshta Rajakumar Deshpande, Daniel Jung, Leo Bauer, Marcello Canova
2021	J	`jnl`	Model Predictive Control for Automotive Climate Control Systems via Value Function Approximation. CoRR Dennis Kibalama, Yuxing Liu, Stephanie Stockar, Marcello Canova
2021	J	`jnl`	Real-time Eco-Driving Control in Electrified Connected and Autonomous Vehicles using Approximate Dynamic Programming. CoRR Shreshta Rajakumar Deshpande, Shobhit Gupta, Abhishek Gupta, Marcello Canova
2021	J	`jnl`	Safe Model-based Off-policy Reinforcement Learning for Eco-Driving in Connected and Automated Hybrid Electric Vehicles. CoRR Zhaoxuan Zhu, Nicola Pivaro, Shobhit Gupta, Abhishek Gupta, Marcello Canova
2020	J	`jnl`	Distributed Energy and Thermal Management of a 48-V Diesel Mild Hybrid Electric Vehicle With Electrically Heated Catalyst. IEEE Trans. Control. Syst. Technol. Yuxing Liu, Marcello Canova, Yue-Yun Wang
2020	C	`conf`	Energy Management of Hybrid Electric Vehicles via Deep Q-Networks. ACC Zhaoxuan Zhu, Yuxing Liu, Marcello Canova
2020	J	`jnl`	Integrated Approximate Dynamic Programming and Equivalent Consumption Minimization Strategy for Eco-Driving in a Connected and Automated Vehicle. CoRR Shreshta Rajakumar Deshpande, Daniel Jung, Marcello Canova
2020	C	`conf`	Optimal Energy and Thermal Management of Hybrid Battery Packs Using Convex Optimization. ACC Danny Freudiger, Matilde D'Arpino, Marcello Canova
2019	C	`conf`	Inverse Model Allocation for Optimized Coordination of a Turbocharged SI Engine with Electric Supercharger. ACC Cristian Rostiti, Marcello Canova, Andrea Serrani, Erik Hellström, Baitao Xiao
2018	J	`jnl`	A Reduced-Order Electrochemical Model of Li-Ion Batteries for Control and Estimation Applications. IEEE Trans. Veh. Technol. Guodong Fan, Xiaoyu Li, Marcello Canova
2018	C	`conf`	Distributed Model Predictive Control of an Electrically Boosted Diesel Engine Air Path System. ACC Yuxing Liu, Yue-Yun Wang, Marcello Canova
2018	C	`conf`	High-Frequency Exhaust Port Pressure Estimation Using a Reduced Order Wave Action Model. ACC Stephanie Stockar, Marcello Canova, Baitao Xiao, Julia H. Buckland, Wen Dai
2017	J	`jnl`	Non-Intrusive Reference Governors for Over-Actuated Linear Systems. IEEE Trans. Autom. Control. Junqiang Zhou, Marcello Canova, Andrea Serrani
2016	C	`conf`	Control of a two-stage turbocharged diesel engine air path system for mode transition via feedback linearization. ACC Yuxing Liu, Junqiang Zhou, Lisa Fiorentini, Marcello Canova, Yue-Yun Wang
2016	J	`jnl`	Coordinated Performance Optimization of a Variable Geometry Compressor With Model Predictive Control for a Turbocharged Diesel Engine. IEEE Trans. Control. Syst. Technol. Junqiang Zhou, Lisa Fiorentini, Marcello Canova, Yue-Yun Wang
2016	J	`jnl`	Energy-Optimal Control of an Automotive Air Conditioning System for Ancillary Load Reduction. IEEE Trans. Control. Syst. Technol. Quansheng Zhang, Stephanie Stockar, Marcello Canova
2016	J	`jnl`	Predictive inverse model allocation for constrained over-actuated linear systems. Autom. Junqiang Zhou, Marcello Canova, Andrea Serrani
2015	—	`conf`	A comparison of model order reduction techniques for electrochemical characterization of Lithium-ion batteries. CDC Guodong Fan, Ke Pan, Marcello Canova
2015	—	`conf`	Model Predictive Control of a two-stage turbocharged Diesel engine air-path system for rapid catalyst warm-up. ECC Yuxing Liu, Junqiang Zhou, Lisa Fiorentini, Marcello Canova, Yue-Yun Wang
2015	—	`conf`	Non-intrusive reference governors for over-actuated constrained linear systems. ECC Junqiang Zhou, Marcello Canova, Andrea Serrani
2015	C	`conf`	Stability and feasibility of predictive inverse model allocation for constrained over-actuated linear systems. ACC Junqiang Zhou, Marcello Canova, Andrea Serrani
2014	C	`conf`	A softly switched multiple Model Predictive Control of a turbocharged Diesel engine. ACC Junqiang Zhou, Lisa Fiorentini, Marcello Canova
2014	C	`conf`	H∞ robust control of an automotive air conditioning system. ACC Quansheng Zhang, Lisa Fiorentini, Marcello Canova
2013	—	`conf`	Dynamic steady-state allocation for over-actuated turbocharged diesel engines. CDC Junqiang Zhou, Lisa Fiorentini, Marcello Canova, Andrea Serrani
2013	C	`conf`	Model-order reduction for prediction of pressure wave propagation dynamics in the IC engine air path system. ACC Stephanie Stockar, Marcello Canova, Yann G. Guezennec
2013	C	`conf`	Sliding mode control of an automotive air conditioning system. ACC Quansheng Zhang, Marcello Canova, Giorgio Rizzoni
2013	C	`conf`	Surge index and compressor efficiency estimation for Diesel engines with variable geometry compressor system. ACC Junqiang Zhou, Lisa Fiorentini, Fabio Chiara, Marcello Canova
2013	C	`conf`	System analysis and optimization of Variable Geometry Compressor for turbocharged diesel engines. ACC Junqiang Zhou, Lisa Fiorentini, Fabio Chiara, Marcello Canova
2012	C	`conf`	Nonlinear parameter estimation for capacity fade in Lithium-ion cells based on a reduced-order electrochemical model. ACC James Marcicki, Fabio Todeschini, Simona Onori, Marcello Canova
2011	C	`conf`	A Model-based estimator of engine cylinder pressure imbalance for combustion feedback control applications. ACC Ahmed Al-Durra, Lisa Fiorentini, Marcello Canova, Stephen Yurkovich
2011	C	`conf`	An exhaust manifold pressure estimator for a two-stage turbocharged Diesel engine. ACC Fabio Chiara, Marcello Canova, Yue-Yun Wang
2011	J	`jnl`	Energy-Optimal Control of Plug-in Hybrid Electric Vehicles for Real-World Driving Cycles. IEEE Trans. Veh. Technol. Stephanie Stockar, Vincenzo Marano, Marcello Canova, Giorgio Rizzoni, Lino Guzzella
2005	C	`conf`	A control-oriented model of combustion process in a HCCI diesel engine. ACC Marcello Canova, Renaud Garcin, Shawn Midlam-Mohler, Yann G. Guezennec, Giorgio Rizzoni