Photo of Satadru Dey

Satadru Dey

Assistant Professor

Affiliation(s):

  • Mechanical Engineering
  • Center for Acoustics and Vibration

Research Areas:

Energy Systems; Sensors & Controls; Transportation Systems

Interest Areas:

Smart cities, energy storage systems (batteries and supercapacitors), connected and autonomous vehicles, transportation networks, electric vehicles, cyber-physical safety and security, socio-technical systems, cyber-physical-social systems

 
 

 

Education

  • Bachelor of Technology (B.Tech.), Electronics and Instrumentation Engineering, University of Kalyani, 2008
  • Master of Technology (M.Tech.), Control System Engineering, Indian Institute of Technology Kharagpur, 2010
  • Ph D, Automotive Engineering, Clemson University, 2015

Publications

Journal Articles

  • Srikanth Srinath and Satadru Dey, 2024, "A Machine Learning Approach Towards Cyber-Physical Security of Battery Systems", The American Society of Mechanical Engineers (ASME) Journal of Dynamic Systems, Measurement and Control
  • Shanthan Kumar Padisala, Sara Sattarzadeh and Satadru Dey, 2024, "Online Detection and Identification of Cathode Cracking in Lithium-Ion Battery Cells", Journal of Energy Storage
  • Tanushree Roy and Satadru Dey, 2024, "On Distinguishability of Anomalies as Physical Faults or Actuation Cyberattacks", ASME Letters in Dynamic Systems and Control
  • Tanushree Roy, Ashley Knichel and Satadru Dey, 2024, "An Input-To-State Safety Approach Toward Safe Control of a Class of Parabolic PDEs Under Disturbances", The Institute of Electrical and Electronics Engineers (IEEE) Transactions on Control Systems Technology
  • Shashank Dhananjay Vyas, Vigneshwar Kumutha Subash, Manav Mepani, Sai Venkatesh, Arpita Sinha, Anirban Guha and Satadru Dey, 2024, "Energy- and Safety-Aware Operation of Battery-Powered Autonomous Robots in Agriculture", IEEE Transactions on AgriFood Electronics
  • Shashank Dhananjay Vyas, Tanushree Roy and Satadru Dey, 2024, "An Input-To-State Safety Approach Towards Thermal Fault-Tolerant Battery Cells", IEEE Transactions on Control Systems Technology
  • Tanushree Roy, Sara Sattarzadeh and Satadru Dey, 2023, "Cyber-Attack Detection in Socio-Technical Transportation Systems Exploiting Redundancies between Physical and Social Data", IEEE Transactions on Systems, Man and Cybernetics: Systems
  • Sara Sattarzadeh, Shanthan Kumar Padisala, Ying Shi, Partha Pratim Mishra, Kandler Smith and Satadru Dey, 2023, "Feedback-Based Fault-Tolerant and Health-Adaptive Optimal Charging of Batteries", Applied Energy, 343, pp. 121187
  • Tanushree Roy and Satadru Dey, 2023, "Actuator Anomaly Detection in Linear Parabolic Distributed Parameter Cyber-Physical Systems", IEEE Transactions on Control Systems Technology
  • Tanushree Roy and Satadru Dey, 2023, "Route Choice-Based Socio-Technical Macroscopic Traffic Model", IEEE Transactions on Intelligent Transportation Systems, 24, (6), pp. 5781-5791
  • Roya Firoozi, Sara Sattarzadeh and Satadru Dey, 2021, "Cylindrical Battery Fault Detection under Extreme Fast Charging: A Physics-Based Learning Approach", Institute of Electrical and Electronics Engineers (IEEE) Transactions on Energy Conversion
  • Sara Sattarzadeh, Tanushree Roy and Satadru Dey, 2021, "Thermal Fault Detection and Localization Framework for Large Format Batteries", Journal of Power Sources
  • Dong Zhang, Satadru Dey, Shuxia Tang, Ross Drummond and Scott J. Moura, 2021, "Battery Internal Temperature Estimation via a Semilinear Thermal PDE Model", Automatica
  • Sakshi Bansal, Satadru Dey and Munmun Khanra, 2021, "Energy Storage Sizing in Plug-In Electric Vehicles: Driving Cycle Uncertainty Effect Analysis and Machine Learning based Sizing Framework", Journal of Energy Storage
  • Sara Sattarzadeh, Tanushree Roy and Satadru Dey, 2021, "Real-Time Estimation of 2-D Temperature Distribution in Lithium-Ion Pouch Cells", IEEE Transactions on Transportation Electrification
  • Pankaj Saha, Satadru Dey and Munmun Khanra, 2021, "Second-life Applications of Supercapacitors: Effective Capacitance Prognosis and Aging", Journal of Power Sources
  • Tanushree Roy, Amara Tariq and Satadru Dey, 2021, "A Socio-Technical Approach for Resilient Connected Transportation Systems in Smart Cities", IEEE Transactions on Intelligent Transportation Systems
  • Xiaosong Hu, Kai Zhang, Kailong Liu, Xianke Lin, Satadru Dey and Simona Onori, 2020, "Advanced Fault Diagnosis for Lithium-Ion Battery Systems: A Review of Fault Mechanisms, Fault Features, and Diagnosis Procedures", IEEE Industrial Electronics Magazine, 14, (3), pp. 65-91
  • Satadru Dey and Munmun Khanra, 2020, "Cybersecurity of Plug-In Electric Vehicles: Cyber Attack Detection during Charging", IEEE Transactions on Industrial Electronics, 68, (1), pp. 478-487
  • Satadru Dey, Hector E. Perez and Scott J. Moura, 2019, "Robust Fault Detection of a Class of Uncertain Linear Parabolic PDEs", Automatica, 107, pp. 502-510
  • Pankaj Saha, Satadru Dey and Munmun Khanra, 2019, "Accurate Estimation of State-Of-Charge of Supercapacitor under Uncertain Leakage and Open Circuit Voltage Map", Journal of Power Sources, 434, pp. 226696
  • Dong Zhang, Satadru Dey, Luis D. Couto and Scott J. Moura, 2019, "Battery Adaptive Observer for a Single-Particle Model with Intercalation-Induced Stress", IEEE Transactions on Control Systems Technology, 28, (4), pp. 1363-1377
  • Satadru Dey, Ying Shi, Kandler Smith, Andrew M. Colclasure and Xuemin Li, 2019, "From Battery Cell to Electrodes: Real-Time Estimation of Charge and Health of Individual Battery Electrodes", IEEE Transactions on Industrial Electronics, 67, (3), pp. 2167-2175
  • Pankaj Saha, Satadru Dey and Munmun Khanra, 2019, "Modeling and State-Of-Charge Estimation of Supercapacitor considering Leakage Effect", IEEE Transactions on Industrial Electronics, 67, (1), pp. 350-357
  • Dong Zhang, Satadru Dey and Scott J. Moura, 2019, "Real-Time Capacity Estimation of Lithium-Ion Batteries Utilizing Thermal Dynamics", IEEE Transactions on Control Systems Technology, 28, (3), pp. 992-1000
  • Tanushree Roy and Satadru Dey, 2018, "Fault Detectability Conditions for Linear Deterministic Heat Equations", IEEE Control Systems Letters, 3, (1), pp. 204-209
  • Zoleikha Abdollahi Biron, Satadru Dey and Pierluigi Pisu, 2018, "Real-Time Detection and Estimation of Denial of Service Attack in Connected Vehicle Systems", IEEE Transactions on Intelligent Transportation Systems, 19, (12), pp. 3893-3902
  • Changfu Zou, Xiaosong Hu, Satadru Dey, Lei Zhang and Xiaolin Tang, 2017, "Nonlinear Fractional-Order Estimator With Guaranteed Robustness and Stability for Lithium-Ion Batteries", IEEE Transactions on Industrial Electronics, 65, (7), pp. 5951-5961
  • Satadru Dey, Hector E. Perez and Scott J. Moura, 2017, "Model-Based Battery Thermal Fault Diagnostics: Algorithms, Analysis, and Experiments", IEEE Transactions on Control Systems Technology, 27, (2), pp. 576-587
  • Satadru Dey, Sara Mohon, Beshah Ayalew, Harikesh Arunachalam and Simona Onori, 2017, "A Novel Model-Based Estimation Scheme for Battery-Double-Layer Capacitor Hybrid Energy Storage Systems", IEEE Transactions on Control Systems Technology, 27, (2), pp. 689-702
  • Hector E. Perez, Satadru Dey, Xiaosong Hu and Scott J. Moura, 2017, "Optimal Charging of Li-Ion Batteries via a Single Particle Model with Electrolyte and Thermal Dynamics", Journal of the Electrochemical Society, 164, (7), pp. A1679
  • Hector E. Perez, Xiaosong Hu, Satadru Dey and Scott J. Moura, 2017, "Optimal Charging of Li-Ion Batteries with Coupled Electro-Thermal-Aging Dynamics", IEEE Transactions on Vehicular Technology, 66, (9), pp. 7761-7770
  • Satadru Dey and Beshah Ayalew, 2017, "Real-Time Estimation of Lithium-Ion Concentration in both Electrodes of a Lithium-Ion Battery Cell Utilizing Electrochemical–Thermal Coupling", ASME Journal of Dynamic Systems, Measurement, and Control, 139, (3), pp. 031007
  • Satadru Dey, Zoleikha Biron, Sagar Tatipamula, Nabarun Das, Sara Mohon, Beshah Ayalew and Pierluigi Pisu, 2016, "Model-Based Real-Time Thermal Fault Diagnosis of Lithium-Ion Batteries", Control Engineering Practice, 56, pp. 37-48
  • Satadru Dey, Sara Mohon, Pierluigi Pisu and Beshah Ayalew, 2016, "Sensor Fault Detection, Isolation, and Estimation in Lithium-Ion Batteries", IEEE Transactions on Control Systems Technology, 24, (6), pp. 2141-2149
  • Satadru Dey, Beshah Ayalew and Pierluigi Pisu, 2015, "Nonlinear Adaptive Observer for a Lithium-Ion Battery Cell based on Coupled Electrochemical–Thermal Model", ASME Journal of Dynamic Systems, Measurement, and Control, 137, (11), pp. 111005
  • Satadru Dey, Pierluigi Pisu and Beshah Ayalew, 2015, "A Comparative Study of Three Fault Diagnosis Schemes for Wind Turbines", IEEE Transactions on Control Systems Technology, 23, (5), pp. 1853-1868
  • Satadru Dey, Beshah Ayalew and Pierluigi Pisu, 2015, "Nonlinear Robust Observers for State-Of-Charge Estimation of Lithium-Ion Cells Based on a Reduced Electrochemical Model", IEEE Transactions on Control Systems Technology, 23, (5), pp. 1935-1942

Conference Proceedings

  • Shashank Dhananjay Vyas, Shanthan Kumar Padisala and Satadru Dey, 2023, "A Physics-Informed Neural Network Approach Towards Cyber Attack Detection in Vehicle Platoons", 2023 American Control Conference, pp. 4537-4542
  • Shashank Dhananjay Vyas, Tanushree Roy and Satadru Dey, 2022, "Thermal Fault-Tolerance in Lithium-Ion Battery Cells: A Barrier Function based Input-To-State Safety Framework", 2022 IEEE Conference on Control Technology and Applications (CCTA)
  • Shanthan Kumar Padisala, Sara Sattarzadeh and Satadru Dey, 2022, "Reduced and Reformulated Electrochemical Model-based Detection and Isolation of Electrode-level Faults in Lithium-Ion Battery Cells", Modeling, Estimation and Control Conference 2022, pp. 734-739
  • Sara Sattarzadeh, Tanushree Roy and Satadru Dey, 2021, "Clustering-Based Sensor Placement for Thermal Fault Diagnostics in Large-Format Batteries", pp. 381-386
  • Tanushree Roy and Satadru Dey, 2020, "Secure Traffic Networks in Smart Cities: Analysis and Design of Cyber-Attack Detection Algorithms", pp. 4102-4107
  • Sara Sattarzadeh, Satadru Dey, Andrew M. Colclasure and Kandler Smith, 2020, "Addressing the Observability Problem in Batteries: Algorithm Design for Electrode-Level Charge and Health Estimation", pp. 1131-1136
  • Satadru Dey, Ying Shi, Kandler Smith and Munmun Khanra, 2019, "Safer Batteries via Active Fault Tolerant Control", pp. 1561-1566
  • Satadru Dey and Scott J. Moura, 2019, "Robust Fault Diagnosis of Uncertain One-Dimensional Wave Equations", pp. 2902-2907
  • Dong Zhang, Satadru Dey and Scott J. Moura, 2018, "Lithium-Ion Battery State Estimation for a Single Particle Model with Intercalation-Induced Stress", pp. 2294-2299
  • Pankaj Saha, Satadru Dey and Munmun Khanra, 2017, "Modelling of Charge and Selfdischarge Responses of Supercpacitors", pp. 225-228
  • Dong Zhang, Satadru Dey, Hector E. Perez and Scott J. Moura, 2017, "Remaining Useful Life Estimation of Lithium-Ion Batteries based on Thermal Dynamics", pp. 4042-4047
  • Zoleikha Abdollahi Biron, Satadru Dey and Pierluigi Pisu, 2017, "Resilient Control Strategy under Denial of Service in Connected Vehicles", pp. 4971-4976
  • Satadru Dey, Hector E. Perez and Scott J. Moura, 2017, "Thermal Fault Diagnostics in Lithium-Ion Batteries based on a Distributed Parameter Thermal Model", pp. 68-73
  • Zoleikha Abdollahi Biron, Satadru Dey and Pierluigi Pisu, 2017, "Sensor Fault Diagnosis of Connected Vehicles under Imperfect Communication Network", pp. V001T16A003
  • Satadru Dey, Yongqiang Wang and Beshah Ayalew, 2016, "A Distributed Computation Scheme for Real-Time Control and Estimation of PDEs", pp. 1667-1672
  • Satadru Dey, Sara Mohon and Simona Onori, 2016, "Model-Based Sensor Fault Diagnostics of Double-Layer Capacitors", pp. 1512-1517
  • Satadru Dey, Sara Mohon, Pierluigi Pisu, Beshah Ayalew and Simona Onori, 2016, "Online State and Parameter Estimation of Battery-Double Layer Capacitor Hybrid Energy Storage System", pp. 676-681
  • Satadru Dey and Beshah Ayalew, 2016, "A Diagnostic Scheme for Detection, Isolation and Estimation of Electrochemical Faults in Lithium-Ion Cells", pp. V001T13A001
  • Satadru Dey, Beshah Ayalew and Pierluigi Pisu, 2016, "Estimation of Lithium-Ion Concentrations in both Electrodes of a Lithium-Ion Battery Cell", pp. V002T26A001
  • Satadru Dey, Zoleikha Abdollahi Biron, Sagar Tatipamula, Nabarun Das, Sara Mohon, Beshah Ayalew and Pierluigi Pisu, 2015, "On-Board Thermal Fault Diagnosis of Lithium-Ion Batteries For Hybrid Electric Vehicle Application", pp. 389-394
  • Sara Mohon, Satadru Dey, Pierluigi Pisu and Beshah Ayalew, 2015, "A Quantized Stochastic Modeling Approach for Fault Diagnosis of Lithium-Ion Batteries", pp. 970-975
  • Sara Mohon, Satadru Dey, Beshah Ayalew and Pierluigi Pisu, 2015, "A Hardware-In-The-Loop Platform for a Series Hybrid Powertrain Featuring Two Equivalent Consumption Minimization Strategies", pp. V003T01A008
  • Satadru Dey, Beshah Ayalew and Pierluigi Pisu, 2014, "Adaptive Observer Design for a Li-Ion Cell Based on Coupled Electrochemical-Thermal Model", pp. V002T23A001
  • Adamu Yebi, Beshah Ayalew and Satadru Dey, 2014, "Observer Design for State Estimation of UV Curing Processes", pp. V002T24A005
  • Satadru Dey, Beshah Ayalew and Pierluigi Pisu, 2014, "Combined Estimation of State-Of-Charge and State-Of-Health of Li-Ion Battery Cells using SMO on Electrochemical Model", pp. 1-6
  • Satadru Dey and Beshah Ayalew, 2014, "Nonlinear Observer Designs for State-Of-Charge Estimation of Lithium-Ion Batteries", pp. 248-253
  • Kiran Bhaskar, Christopher D Rahn and Satadru Dey, , "Data-Driven Learning-Based Sensor Placement and Temperature Distribution Reconstruction in Lithium-Ion Pouch Cells", Modeling, Estimation, and Control Conference (MECC 2024)
  • Shashank Dhananjay Vyas and Satadru Dey, , "Reinforcement Learning-Based Adversarial Attack Generation Examples in Connected and Autonomous Vehicles: A Case Study on Vehicular Platoons", Modeling, Estimation, and Control Conference (MECC 2024)
  • Kiran Bhaskar, Shashank Dhananjay Vyas, Shanthan Kumar Padisala, Christopher D Rahn, Xianbiao Hu and Satadru Dey, , "Dynamical Modeling of Battery Life-Cycle Ecosystem", Modeling, Estimation, and Control Conference (MECC 2024)

Research Projects

Honors and Awards

Service

Service to Penn State:

Service to External Organizations:

 


 

About

With more than 60 faculty members, 330 graduate students, and 1,000 undergraduate students, the Penn State Department of Mechanical Engineering embraces a culture that welcomes individuals with a diversity of backgrounds and expertise. Our faculty and students are innovating today what will impact tomorrow’s solutions to meeting our energy needs, homeland security, biomedical devices, and transportation systems. We offer B.S. degrees in mechanical engineering as well as resident (M.S., Ph.D.) and online (M.S.) graduate degrees in mechanical engineering. See how we’re inspiring change and impacting tomorrow at me.psu.edu.

Department of Mechanical Engineering

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The Pennsylvania State University

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Phone: 814-865-2519