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Journal Articles

Eco-Driving Control of Connected and Automated Vehicles Using Neural Network–Based Rollout

Jacob Paugh, Zhaoxuan Zhu, Shobhit Gupta, Marcello Canova, Stephanie Stockar
Journal: ASME Letters in Dynamic Systems and Control
Publisher: ASME
Article Type: Research Papers
Letters Dyn. Sys. Control. October 2023, 3(4): 041004.
Paper No: ALDSC-23-1044
https://doi.org/10.1115/1.4064089
Published Online: December 7, 2023
View Article titled, Eco-Driving Control of Connected and Automated Vehicles Using Neural Network–Based Rollout
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Topics: Artificial neural networks, Autonomous vehicles, Optimization, Vehicles, Algorithms
Proceedings Papers

A Computationally Efficient Approach for the Simulation of Silicon Anodes in Lithium-Ion Cells

Rebecca Webb, Xiaoling Chen, Sandip Mazumder, Marcello Canova
Proc. ASME. IMECE2022, Volume 6: Energy, V006T08A006, October 30–November 3, 2022
Publisher: American Society of Mechanical Engineers
Paper No: IMECE2022-96150
https://doi.org/10.1115/IMECE2022-96150
View Paper titled, A Computationally Efficient Approach for the Simulation of Silicon Anodes in Lithium-Ion Cells
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Topics: Anodes, Lithium, Lithium-ion batteries, Silicon, Simulation, Stress, Algebra, Computation, Couplings, Differential equations
Journal Articles

Special Issue: Optimal Energy Management and Control in Connected and Automated Vehicles

Marcello Canova, Mahdi Shahbakhti, Hoseinali Borhan, Scott Hotz
Journal: Journal of Dynamic Systems, Measurement, and Control
Publisher: ASME
Article Type: Guest Editorial
J. Dyn. Sys., Meas., Control. January 2022, 144(1): 010301.
Paper No: DS-21-1400
https://doi.org/10.1115/1.4053416
Published Online: January 31, 2022
View Article titled, Special Issue: Optimal Energy Management and Control in Connected and Automated Vehicles
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Topics: Autonomous vehicles, Energy management, Vehicles
Journal Articles

Real-Time Ecodriving Control in Electrified Connected and Autonomous Vehicles Using Approximate Dynamic Programing

Shreshta Rajakumar Deshpande, Shobhit Gupta, Abhishek Gupta, Marcello Canova
Journal: Journal of Dynamic Systems, Measurement, and Control
Publisher: ASME
Article Type: Research-Article
J. Dyn. Sys., Meas., Control. January 2022, 144(1): 011111.
Paper No: DS-21-1200
https://doi.org/10.1115/1.4053292
Published Online: January 25, 2022
View Article titled, Real-Time Ecodriving Control in Electrified Connected and Autonomous Vehicles Using Approximate Dynamic Programing
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Topics: Algorithms, Optimization, Vehicles, Simulation, Fuel consumption, Dynamic programming, Traffic, Cities, Batteries
Journal Articles

Parameter Identification for Electrochemical Models of Lithium-Ion Batteries Using Sensitivity Analysis

Chitra Dangwal, Marcello Canova
Journal: ASME Letters in Dynamic Systems and Control
Publisher: ASME
Article Type: Research Papers
Letters Dyn. Sys. Control. October 2021, 1(4): 041014.
Paper No: ALDSC-20-1064
https://doi.org/10.1115/1.4050794
Published Online: May 4, 2021
View Article titled, Parameter Identification for Electrochemical Models of Lithium-Ion Batteries Using Sensitivity Analysis
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Topics: Algorithms, Calibration, Diffusion (Physics), Lithium, Optimization, Particle swarm optimization, Particulate matter, Sensitivity analysis, Optimization algorithms, Lithium-ion batteries
Journal Articles

Extended Physics-Based Reduced-Order Capacity Fade Model for Lithium-Ion Battery Cells

Zachary Salyer, Matilde D’Arpino, Marcello Canova
Journal: ASME Letters in Dynamic Systems and Control
Publisher: ASME
Article Type: Research Papers
Letters Dyn. Sys. Control. October 2021, 1(4): 041002.
Paper No: ALDSC-20-1066
https://doi.org/10.1115/1.4050126
Published Online: March 11, 2021
View Article titled, Extended Physics-Based Reduced-Order Capacity Fade Model for Lithium-Ion Battery Cells
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Topics: Active materials, Calibration, Lithium, Lithium-ion batteries, Physics, Solid electrolytes, Storage, Temperature, Anodes, Electrodes
Proceedings Papers

Benchmarking Fuel Economy of Connected and Automated Vehicles in Real World Driving Conditions via Monte Carlo Simulation

Shreshta Rajakumar Deshpande, Shobhit Gupta, Dennis Kibalama, Nicola Pivaro, Marcello Canova
Proc. ASME. DSCC2020, Volume 1: Adaptive/Intelligent Sys. Control; Driver Assistance/Autonomous Tech.; Control Design Methods; Nonlinear Control; Robotics; Assistive/Rehabilitation Devices; Biomedical/Neural Systems; Building Energy Systems; Connected Vehicle Systems; Control/Estimation of Energy Systems; Control Apps.; Smart Buildings/Microgrids; Education; Human-Robot Systems; Soft Mechatronics/Robotic Components/Systems; Energy/Power Systems; Energy Storage; Estimation/Identification; Vehicle Efficiency/Emissions, V001T10A004, October 5–7, 2020
Publisher: American Society of Mechanical Engineers
Paper No: DSCC2020-3250
https://doi.org/10.1115/DSCC2020-3250
View Paper titled, Benchmarking Fuel Economy of Connected and Automated Vehicles in Real World Driving Conditions via Monte Carlo Simulation
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Topics: Autonomous vehicles, Corporate average fuel economy, Fuel efficiency, Simulation, Vehicles, Traffic, Algorithms, Cities, Electrical discharge machining, Energy efficiency
Proceedings Papers

A Model Predictive Approach for the Coordination of Powertrain Control Systems

Stephanie Stockar, Cristian Rostiti, Marcello Canova, Michael Prucka
Proc. ASME. DSCC2019, Volume 1: Advanced Driver Assistance and Autonomous Technologies; Advances in Control Design Methods; Advances in Robotics; Automotive Systems; Design, Modeling, Analysis, and Control of Assistive and Rehabilitation Devices; Diagnostics and Detection; Dynamics and Control of Human-Robot Systems; Energy Optimization for Intelligent Vehicle Systems; Estimation and Identification; Manufacturing, V001T04A004, October 8–11, 2019
Publisher: American Society of Mechanical Engineers
Paper No: DSCC2019-9146
https://doi.org/10.1115/DSCC2019-9146
View Paper titled, A Model Predictive Approach for the Coordination of Powertrain Control Systems
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Topics: Automotive industry, Calibration, Control algorithms, Control engineering, Control equipment, Control systems, Design, Engines, Fuel consumption, Governments
Journal Articles

A Backlash Compensator for Drivability Improvement Via Real-Time Model Predictive Control

Cristian Rostiti, Yuxing Liu, Marcello Canova, Stephanie Stockar, Gang Chen, Hussein Dourra, Michael Prucka
Journal: Journal of Dynamic Systems, Measurement, and Control
Publisher: ASME
Article Type: Technical Briefs
J. Dyn. Sys., Meas., Control. October 2018, 140(10): 104501.
Paper No: DS-17-1405
https://doi.org/10.1115/1.4039562
Published Online: May 2, 2018
View Article titled, A Backlash Compensator for Drivability Improvement Via Real-Time Model Predictive Control
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Topics: Dynamics (Mechanics), Engines, Gears, Torque, Vehicles, Wheels, Predictive control
Proceedings Papers

Suppressing Chaotic/Hyperchaotic Dynamics of Smart Valves Network Using Decentralized and Centralized Schemes

Mostafa Bagheri, Peiman Naseradinmousavi, Hashem Ashrafiuon, Marcello Canova, David B. Segala
Proc. ASME. DSCC2017, Volume 3: Vibration in Mechanical Systems; Modeling and Validation; Dynamic Systems and Control Education; Vibrations and Control of Systems; Modeling and Estimation for Vehicle Safety and Integrity; Modeling and Control of IC Engines and Aftertreatment Systems; Unmanned Aerial Vehicles (UAVs) and Their Applications; Dynamics and Control of Renewable Energy Systems; Energy Harvesting; Control of Smart Buildings and Microgrids; Energy Systems, V003T42A001, October 11–13, 2017
Publisher: American Society of Mechanical Engineers
Paper No: DSCC2017-5006
https://doi.org/10.1115/DSCC2017-5006
View Paper titled, Suppressing Chaotic/Hyperchaotic Dynamics of Smart Valves Network Using Decentralized and Centralized Schemes
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Topics: Dynamics (Mechanics), Valves, Natural gas fields, Piping systems, Robustness, Solenoids, Tradeoffs
Proceedings Papers

Model Order Reduction of Electrochemical Batteries Using Galerkin Method

Guodong Fan, Marcello Canova
Proc. ASME. DSCC2015, Volume 1: Adaptive and Intelligent Systems Control; Advances in Control Design Methods; Advances in Non-Linear and Optimal Control; Advances in Robotics; Advances in Wind Energy Systems; Aerospace Applications; Aerospace Power Optimization; Assistive Robotics; Automotive 2: Hybrid Electric Vehicles; Automotive 3: Internal Combustion Engines; Automotive Engine Control; Battery Management; Bio Engineering Applications; Biomed and Neural Systems; Connected Vehicles; Control of Robotic Systems, V001T13A006, October 28–30, 2015
Publisher: American Society of Mechanical Engineers
Paper No: DSCC2015-9788
https://doi.org/10.1115/DSCC2015-9788
View Paper titled, Model Order Reduction of Electrochemical Batteries Using Galerkin Method
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Topics: Galerkin method, Diffusion (Physics), Boundary-value problems, Dynamics (Mechanics), Electrolytes, Lithium-ion batteries, Modeling, Particulate matter
Proceedings Papers

Electrochemical-Thermal Modeling of Li-Ion Battery Packs

Guodong Fan, Ke Pan, Alexander Bartlett, Marcello Canova, Giorgio Rizzoni
Proc. ASME. DSCC2014, Volume 2: Dynamic Modeling and Diagnostics in Biomedical Systems; Dynamics and Control of Wind Energy Systems; Vehicle Energy Management Optimization; Energy Storage, Optimization; Transportation and Grid Applications; Estimation and Identification Methods, Tracking, Detection, Alternative Propulsion Systems; Ground and Space Vehicle Dynamics; Intelligent Transportation Systems and Control; Energy Harvesting; Modeling and Control for Thermo-Fluid Applications, IC Engines, Manufacturing, V002T23A004, October 22–24, 2014
Publisher: American Society of Mechanical Engineers
Paper No: DSCC2014-6082
https://doi.org/10.1115/DSCC2014-6082
View Paper titled, Electrochemical-Thermal Modeling of Li-Ion Battery Packs
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Topics: Lithium-ion batteries, Modeling, Batteries, Automotive industry, Boundary-value problems, Composite materials, Design, Reliability, Simulation, Simulation results
Journal Articles

A Lumped-Parameter Modeling Methodology for One-Dimensional Hyperbolic Partial Differential Equations Describing Nonlinear Wave Propagation in Fluids

Stephanie Stockar, Marcello Canova, Yann Guezennec, Giorgio Rizzoni
Journal: Journal of Dynamic Systems, Measurement, and Control
Publisher: ASME
Article Type: Research-Article
J. Dyn. Sys., Meas., Control. January 2015, 137(1): 011002.
Paper No: DS-13-1059
https://doi.org/10.1115/1.4027924
Published Online: August 28, 2014
View Article titled, A Lumped-Parameter Modeling Methodology for One-Dimensional Hyperbolic Partial Differential Equations Describing Nonlinear Wave Propagation in Fluids
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Topics: Computation, Flow (Dynamics), Fluids, Modeling, Nonlinear waves, Partial differential equations, Pipes, Pressure, Shock tubes, Simulation
Proceedings Papers

Lumped-Parameter Modeling of an Automotive Air Conditioning System for Energy Optimization and Management

Quansheng Zhang, Marcello Canova
Proc. ASME. DSCC2013, Volume 1: Aerial Vehicles; Aerospace Control; Alternative Energy; Automotive Control Systems; Battery Systems; Beams and Flexible Structures; Biologically-Inspired Control and its Applications; Bio-Medical and Bio-Mechanical Systems; Biomedical Robots and Rehab; Bipeds and Locomotion; Control Design Methods for Adv. Powertrain Systems and Components; Control of Adv. Combustion Engines, Building Energy Systems, Mechanical Systems; Control, Monitoring, and Energy Harvesting of Vibratory Systems, V001T04A003, October 21–23, 2013
Publisher: American Society of Mechanical Engineers
Paper No: DSCC2013-3835
https://doi.org/10.1115/DSCC2013-3835
View Paper titled, Lumped-Parameter Modeling of an Automotive Air Conditioning System for Energy Optimization and Management
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Topics: Air conditioning, Modeling, Optimization, Design, Energy consumption, Approximation, Automobiles, Compressors, Condensers (steam plant), Corporate average fuel economy
Proceedings Papers

Waste Heat Recovery From Internal Combustion Engines: Feasibility Study on an Organic Rankine Cycle With Application to the Ohio State EcoCAR PHEV

Philipp Skarke, Shawn Midlam-Mohler, Marcello Canova
Proc. ASME. ICEF2012, ASME 2012 Internal Combustion Engine Division Fall Technical Conference, 609-615, September 23–26, 2012
Publisher: American Society of Mechanical Engineers
Paper No: ICEF2012-92018
https://doi.org/10.1115/ICEF2012-92018
View Paper titled, Waste Heat Recovery From Internal Combustion Engines: Feasibility Study on an Organic Rankine Cycle With Application to the Ohio State EcoCAR PHEV
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Topics: Heat recovery, Internal combustion engines, Organic Rankine cycle, Vehicles, Engineering prototypes, Engineering simulation, Engines, Highways, Simulation, Cities
Proceedings Papers

Powertrain Waste Heat Recovery: A Systems Approach to Maximize Drivetrain Efficiency

Kevin Laboe, Marcello Canova
Proc. ASME. ICES2012, ASME 2012 Internal Combustion Engine Division Spring Technical Conference, 985-992, May 6–9, 2012
Publisher: American Society of Mechanical Engineers
Paper No: ICES2012-81160
https://doi.org/10.1115/ICES2012-81160
View Paper titled, Powertrain Waste Heat Recovery: A Systems Approach to Maximize Drivetrain Efficiency
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Topics: Carbon dioxide, Circuits, Cooling, Cycles, Emissions, Engines, Exhaust systems, Fuel consumption, Gases, Heat
Proceedings Papers

Analysis of Heat-Spreading Thermal Management Solutions for Lithium-Ion Batteries

Hussam Khasawneh, John Neal, Marcello Canova, Yann Guezennec, Ryan Wayne, Jonathan Taylor, Martin Smalc, Julian Norley
Proc. ASME. IMECE2011, Volume 4: Energy Systems Analysis, Thermodynamics and Sustainability; Combustion Science and Engineering; Nanoengineering for Energy, Parts A and B, 421-428, November 11–17, 2011
Publisher: American Society of Mechanical Engineers
Paper No: IMECE2011-63662
https://doi.org/10.1115/IMECE2011-63662
View Paper titled, Analysis of Heat-Spreading Thermal Management Solutions for Lithium-Ion Batteries
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Topics: Heat, Lithium-ion batteries, Thermal management, Batteries, Graphite, Simulation, Weight (Mass), Cooling systems, Emergency power, Energy consumption
Proceedings Papers

A System Dynamics Modeling Methodology to Predict Transient Phenomena in Compressible Fluid Flow Systems

Kenneth Follen, Stephanie Stockar, Marcello Canova, Yann Guezennec, Giorgio Rizzoni
Proc. ASME. DSCC2011, ASME 2011 Dynamic Systems and Control Conference and Bath/ASME Symposium on Fluid Power and Motion Control, Volume 2, 611-617, October 31–November 2, 2011
Publisher: American Society of Mechanical Engineers
Paper No: DSCC2011-5944
https://doi.org/10.1115/DSCC2011-5944
View Paper titled, A System Dynamics Modeling Methodology to Predict Transient Phenomena in Compressible Fluid Flow Systems
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Topics: Compressible flow, Modeling, System dynamics, Transients (Dynamics), Internal combustion engines, Calibration, Engines, Fluids, Numerical analysis, Combustion
Proceedings Papers

A Reduced-Order Electrochemical Model of Lithium-Ion Cells for System Identification of Battery Aging

James Marcicki, Giorgio Rizzoni, A. T. Conlisk, Marcello Canova
Proc. ASME. DSCC2011, ASME 2011 Dynamic Systems and Control Conference and Bath/ASME Symposium on Fluid Power and Motion Control, Volume 2, 709-716, October 31–November 2, 2011
Publisher: American Society of Mechanical Engineers
Paper No: DSCC2011-6013
https://doi.org/10.1115/DSCC2011-6013
View Paper titled, A Reduced-Order Electrochemical Model of Lithium-Ion Cells for System Identification of Battery Aging
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Topics: Battery life, Electrodes, Energy storage, Graphite, Iron, Lithium, Lithium-ion batteries, Modeling, Sensitivity analysis
Journal Articles

A Model-Based Methodology for Real-Time Estimation of Diesel Engine Cylinder Pressure

Ahmed Al-Durra, Marcello Canova, Stephen Yurkovich
Journal: Journal of Dynamic Systems, Measurement, and Control
Publisher: ASME
Article Type: Research Papers
J. Dyn. Sys., Meas., Control. May 2011, 133(3): 031005.
https://doi.org/10.1115/1.4003370
Published Online: March 24, 2011
View Article titled, A Model-Based Methodology for Real-Time Estimation of Diesel Engine Cylinder Pressure
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Topics: Cylinders, Pressure, Sensors, Engines, Combustion, Cycles, Errors