Research Summary
Satadru's lab focuses on several applications related to energy and transportation infrastructure in smart cities. Some of these applications include:
- Safety and security of battery systems
- Fast charging of batteries
- Health diagnostics of supercapacitors
- Second-life batteries and supercapacitors
- Secure, connected, and autonomous transportation
- Traffic management of freeways
- Socio-technical modeling of transportation systems
In the News
Research Keywords
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Recent Publications
Data-driven Learning-based Sensor Placement and Temperature Distribution Reconstruction in Lithium-ion Pouch Cells
Bhaskar, K., Rahn, C. D. & Dey, S., Oct 1 2024, In: IFAC-PapersOnLine. 58, 28, p. 49-54 6 p.Research output: Contribution to journal › Conference article › peer-review
Dynamical Modeling of Battery Life-Cycle Ecosystem
Bhaskar, K., Vyas, S. D., Padisala, S. K., Rahn, C. D., Hu, X. & Dey, S., Oct 1 2024, In: IFAC-PapersOnLine. 58, 28, p. 642-647 6 p.Research output: Contribution to journal › Conference article › peer-review
Special Issue on Energy in Smart Infrastructures: Storage and Utilizations
Dey, S., Docimo, D., Shi, Y. & Pangborn, H., Jan 1 2024, In: Journal of Dynamic Systems, Measurement and Control, Transactions of the ASME. 146, 1, 010301.Research output: Contribution to journal › Editorial › peer-review
Online detection and identification of cathode cracking in Lithium-ion battery cells
Padisala, S. K., Sattarzadeh, S. & Dey, S., Aug 1 2024, In: Journal of Energy Storage. 95, 112441.Research output: Contribution to journal › Article › peer-review
An Input-to-State Safety Approach Toward Safe Control of a Class of Parabolic PDEs under Disturbances
Roy, T., Knichel, A. & Dey, S., 2024, In: IEEE Transactions on Control Systems Technology. 32, 5, p. 1936-1943 8 p.Research output: Contribution to journal › Article › peer-review
Cyber-Attack Detection in Socio-Technical Transportation Systems Exploiting Redundancies Between Physical and Social Data
Roy, T., Sattarzadeh, S. & Dey, S., Mar 1 2024, In: IEEE Transactions on Systems, Man, and Cybernetics: Systems. 54, 3, p. 1477-1488 12 p.Research output: Contribution to journal › Article › peer-review
On Distinguishability of Anomalies as Physical Faults or Actuation Cyberattacks
Roy, T. & Dey, S., Jul 1 2024, In: ASME Letters in Dynamic Systems and Control. 4, 2, 031003.Research output: Contribution to journal › Article › peer-review
A Machine Learning Approach toward Cyber-Physical Security of Battery Systems
Srinath, S. & Dey, S., Nov 1 2024, In: Journal of Dynamic Systems, Measurement and Control, Transactions of the ASME. 146, 6, 064503.Research output: Contribution to journal › Article › peer-review
An Input-to-State Safety Approach Toward Thermal Fault-Tolerant Battery Cells
Vyas, S. D., Roy, T. & Dey, S., 2024, In: IEEE Transactions on Control Systems Technology. 32, 5, p. 1647-1658 12 p.Research output: Contribution to journal › Article › peer-review
Reinforcement Learning-based Adversarial Attack Generation Examples in Connected and Autonomous Vehicles: A Case Study on Vehicular Platoons
Vyas, S. D. & Dey, S., Oct 1 2024, In: IFAC-PapersOnLine. 58, 28, p. 78-83 6 p.Research output: Contribution to journal › Conference article › peer-review
Actuator Anomaly Detection in Linear Parabolic Distributed Parameter Cyber-Physical Systems
Roy, T. & Dey, S., Nov 1 2023, In: IEEE Transactions on Control Systems Technology. 31, 6, p. 2437-2448 12 p.Research output: Contribution to journal › Article › peer-review
Route Choice-Based Socio-Technical Macroscopic Traffic Model
Roy, T. & Dey, S., Jun 1 2023, In: IEEE Transactions on Intelligent Transportation Systems. 24, 6, p. 5781-5791 11 p.Research output: Contribution to journal › Article › peer-review
Feedback-based fault-tolerant and health-adaptive optimal charging of batteries
Sattarzadeh, S., Padisala, S. K., Shi, Y., Mishra, P. P., Smith, K. & Dey, S., Aug 1 2023, In: Applied Energy. 343, 121187.Research output: Contribution to journal › Article › peer-review
Cylindrical Battery Fault Detection Under Extreme Fast Charging: A Physics-Based Learning Approach
Firoozi, R., Sattarzadeh, S. & Dey, S., Jun 1 2022, In: IEEE Transactions on Energy Conversion. 37, 2, p. 1241-1250 10 p.Research output: Contribution to journal › Article › peer-review
Reduced and Reformulated Electrochemical Model-based Detection and Isolation of Electrode-level Faults in Lithium-ion Battery Cells
Padisala, S. K., Sattarzadeh, S. & Dey, S., 2022, In: IFAC-PapersOnLine. 55, 37, p. 734-739 6 p.Research output: Contribution to journal › Conference article › peer-review