Publications

Coming Soon...............

2024

• H. Wang, A. Biswas, R. Ahmed, F. Yan and A. Emadi, "Hierarchical Energy Management Recognizing Powertrain Dynamics for Electrified Vehicles with Deep Reinforcement Learning and Transfer Learning," in IEEE Transactions on Transportation Electrification, doi: 10.1109/TTE.2024.3442689

• F. A. Barrios, A. Biswas and A. Emadi, "Deep Learning-Based Motion Prediction Leveraging Autonomous Driving Datasets: State-of-the-Art," in IEEE Access, vol. 12, pp. 93318-93332, 2024, doi: 10.1109/ACCESS.2024.3423809.

• Mauro, M.; Biswas, A.; Fiorillo, C.; Wang, H.; Spessa, E.; Miretti, F.; Ahmed, R.; Bonfitto, A.; Emadi, A. Real-Time Implementable Integrated Energy and Cabin Temperature Management for Battery Life Extension in Electric Vehicles. Energies 2024, 17, 3185. https://doi.org/10.3390/en17133185Fiorillo, C.; Mauro, M.; Biswas, A.; Bonfitto, A.; Emadi, A. Designing a Real-Time Implementable Optimal Adaptive Cruise Control for Improving Battery Health and Energy Consumption in EVs through V2V Communication. Energies 2024, 17, 1986. https://doi.org/10.3390/en17091986

• §Eduardo Louback, Atriya Biswas, Fabricio Machado, Ali Emadi, A review of the design process of energy management systems for dual-motor battery electric vehicles, Renewable and Sustainable Energy Reviews, Volume 193, 2024, 114293, ISSN 1364-0321, https://doi.org/10.1016/j.rser.2024.114293.

• A. Biswas, M. Acquarone, H. Wang, F. Miretti, D. A. Misul and A. Emadi, "Safe Reinforcement Learning for Energy Management of Electrified Vehicle with Novel Physics-Informed Exploration Strategy," in IEEE Transactions on Transportation Electrification, doi: 10.1109/TTE.2024.3361462.

2023

• A. Biswas, A. Rathore, and A. Emadi, “Coordinated clutch actuation for drivability improvement and energy management of a novel multi-mode hybrid electric vehicle and HIL validation,” Energy Conversion and Management, vol. 287, p.117060, 2023

2022

• Wang, Yue, Atriya Biswas, Romina Rodriguez, Zahra Keshavarz-Motamed and Ali Emadi. Hybrid electric vehicle specific engines: State-of-the-art review’. In: Energy Reports 8 (2022), pp. 832–851. ISSN: 2352-4847

2021

• Biswas, Atriya, Pier Giuseppe Anselma, Aashit Rathore and Ali Emadi. ‘Effect of coordinated control on real-time optimal mode selection for multi-mode hybrid electric powertrain’. Appl. Energy 289 (2021), p. 116695. ISSN: 0306-2619.

• A. Biswas, P. G. Anselma and A. Emadi, "Real-Time Optimal Energy Management of Multimode Hybrid Electric Powertrain With Online Trainable Asynchronous Advantage Actor–Critic Algorithm," in IEEE Transactions on Transportation Electrification, vol. 8, no. 2, pp. 2676-2694, June 2022, doi: 10.1109/TTE.2021.3138330.

2020

• Reihaneh Ostadian, John Ramoul, Atriya Biswas and Ali Emadi. ‘Intelligent Energy Management Systems for Electrified Vehicles: Current Status, Challenges, and Emerging Trends’. IEEE Open Journal of Vehicular Technology 1 (2020), pp. 279–295.

• Anselma, Pier Giuseppe et al. ‘Accelerated Sizing of a Power Split Electrified Powertrain’. SAE International Journal of Advances and Current Practices in Mobility 2.5 (Apr. 2020),pp. 2701–2711. ISSN: 2641-9637.

• Anselma, Pier Giuseppe, Atriya Biswas, Giovanni Belingardi and Ali Emadi. Rapid assessment of the fuel economy capability of parallel and series-parallel hybrid electric vehicles, Applied Energy 275 (2020). Impact Factor: 11.44, p. 115319. ISSN: 0306-2619

2019

• A. Biswas and A. Emadi, "Energy Management Systems for Electrified Powertrains: State-of-the-Art Review and Future Trends," in IEEE Transactions on Vehicular Technology, vol. 68, no. 7, pp. 6453-6467, July 2019, doi: 10.1109/TVT.2019.2914457

2024

• Patel, Harsh Dipak kumar, Phillip J. Kollmeyer, Fabricio A. Machado, Atriya Biswas and Ali Emadi. ‘Electric Vehicle Motor Sizing and Optimization with Two-Speed Gearbox’. In: 2024 IEEE Transportation Electrification Conference and Expo (ITEC). June 2024, pp. 1–6. DOI:10.1109/ITEC60657.2024.10598956.

• Jha, Anurag, Oorja Dorkar, Atriya Biswas and Ali Emadi. ‘iTransformer Network Based Approach for Accurate Remaining Useful Life Prediction in Lithium-Ion Batteries’. In: 2024 IEEE Transportation Electrification Conference and Expo (ITEC). June 2024, pp. 1–8. DOI:10.1109/ITEC60657.2024.10598898.

2023

• Miranda, Tiago Suede, Atriya Biswas and Ali Emadi. ‘Electric Bus State-Of-Health Aware Cost Analysis Given Energy Consumption and Initial Battery Purchase Price’. In: 2023 IEEE Transportation Electrification Conference and Expo, Asia-Pacific (ITEC Asia-Pacific). 2023, pp. 1–8.DOI: 10.1109/ITECAsia-Pacific59272.2023.10372229

2022

• Wang, Yue et al. ‘Adaptive Real-Time Energy Management of a Multi-Mode Hybrid Electric Powertrain’. In: WCX SAE World Congress Experience. SAE International, Mar. 2022.

• Toller, Jack, Atriya Biswas and Ali Emadi. ‘The Development of a Drive and Duty Cycle for a Refuse Truck in the City of Hamilton using Non-Invasive Sensors’. In: 2022 IEEE Transportation Electrification Conference Expo (ITEC). June 2022, pp. 249–254.

• Biswas, Atriya et al. ‘Energy Management System for Input-Split Hybrid Electric Vehicle(Si-EVT) with Dynamic Coordinated Control and Mode-Transition Loss’. In: WCX SAE World Congress Experience. SAE International, Mar. 2022.

• Biswas, Atriya, Yue Wang and Ali Emadi. ‘Effect of immediate reward function on the performance of reinforcement learning-based energy management system’. In: 2022 IEEE Transportation Electrification Conference Expo (ITEC). June 2022, pp. 1021–1026.

• Biswas, Atriya, Sumedh Dhale, Samuel Khzym and Ali Emadi. ‘Detailed Implementation of Hardware-In-the-Loop Validation of an Advanced Energy Management Controller for Power-Split HEVs’. In: 2022 International Conference on Computing, Communication, and Intelligent Systems (ICCCIS). 2022, pp. 229–236. DOI: 10.1109/ICCCIS56430.2022.10037692.

• Anselma, Pier Giuseppe et al. ‘A Computationally Lightweight Dynamic Programming Formulation for Hybrid Electric Vehicles’. In: WCX SAE World Congress Experience. SAE International, Mar. 2022.

2020

• Bruck, Lucas et al. ‘An Iterative Histogram-Based Optimization of Calibration Tables in a Powertrain Controller’. In: WCX SAE World Congress Experience. SAE International, Apr. 2020.

• Bruck, Lucas et al. ‘A Dynamic Programming Algorithm for HEV Powertrains Using Battery Power as State Variable’. In: WCX SAE World Congress Experience. SAE International, Apr. 2020.

• Biswas, Atriya, Pier Giuseppe Anselma, Aashit Rathore and Ali Emadi. ‘Comparison of Three Real-Time Implementable Energy Management Strategies for Multi-mode Electrified Powertrain’. In: 2020 IEEE Transportation Electrification Conference Expo (ITEC). 2020,pp. 514–519.

2019

• Biswas, Atriya, P. G. Anselma and A. Emadi. ‘Real-Time Optimal Energy Management of Electrified Powertrains with Reinforcement Learning’. In: Proc. 2019 IEEE Transp. Electrification Conference (ITEC). June 2019, pp. 1–6.

• Anselma, Pier Giuseppe, Atriya Biswas, Joel Roeleveld, Giovanni Belingardi and Ali Emadi. ‘Multi-Fidelity Near-Optimal on-Line Control of a Parallel Hybrid Electric Vehicle Powertrain’. In: 2019 IEEE Transportation Electrification Conference and Expo (ITEC). 2019, pp. 1–6.

2018

• Biswas, Atriya, R. Gu, P. Kollmeyer, R. Ahmed and A. Emadi. ‘Simultaneous State and Parameter Estimation of Li-Ion Battery With One State Hysteresis Model Using Augmented Unscented Kalman Filter’. In: 2018 IEEE Transportation Electrification Conference and Expo (ITEC). June 2018, pp. 1065–1070.

• Vidal, Carlos et al. ‘Hybrid Energy Storage System State-Of-Charge Estimation Using Artificial Neural Network For Micro-Hybrid Applications’. In: 2018 IEEE Transportation Electrification Conference and Expo (ITEC). 2018, pp. 1075–1081.

2024

• A Biswas, “Building Sustainable Transportation for Tomorrow using Driving Simulators and Virtual Reality” 2024 North America Sales Meeting of VI-Grade in Canton, Feb 2024, Canton, Michigan.

2022

• A Biswas, “Detailed Implementation of Hardware-In-the-Loop Validation of an Advanced Energy Management Controller for Power-Split HEVs” 2022 International Conference on Computing, Communication, and Intelligent Systems (ICCCIS), Nov 2022, New Delhi India

• A Biswas, “Effect of immediate reward function on the performance of reinforcement learning-based energy management system” 2022 IEEE Transportation Electrification Conference Expo (ITEC), June 2022, Anaheim, California

• A Biswas , “Energy Management System for Input-Split Hybrid Electric Vehicle (Si-EVT) with Dynamic Coordinated Control and Mode-Transition Loss” WCX SAE World Congress, Mar 2022, virtual conference

• Short course: Hybrid and Electric Powertrains 1: Power-Split Electrified Transmissions @ McMaster Automotive Resource Center, May 2022

• Short course: Hybrid and Electric Powertrains 2: Energy Management Systems for Electrified Powertrains @ McMaster Automotive Resource Center, May 2022

2020

• A Biswas, “Comparison of Three Real-Time Implementable Energy Management Strategies for Multi-mode Electrified Powertrain” 2020 IEEE Transportation Electrification Conference Expo(ITEC), June 2020, virtual conference.

2019

• A Biswas, “Real-Time Optimal Energy Management of Electrified Powertrains with Reinforcement Learning” 2019 IEEE Transportation Electrification Conference Expo (ITEC), June 2019, Novi, Michigan.

2018

• A Biswas, “Simultaneous State and Parameter Estimation of Li-Ion Battery With One State Hysteresis Model Using Augmented Unscented Kalman Filter” 2018 IEEE Transportation Electrification Conference Expo (ITEC), June 2018, Long Beach, California.

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