38 citations · 76 across the 8 of their papers we have counts for
11 papers · 1 filter
A Physics-Informed Reinforcement Learning Approach for Degradation-Aware Long-Term Charging Optimization in Batteries
Shanthan Kumar Padisala, Bharatkumar Hegde, Ibrahim Haskara +1
Batteries degrade with usage and continuous cycling. This aging is typically reflected through the resistance growth and the capacity fade of battery cells. Over the years, various…
Real-Time Thermal State Estimation and Forecasting in Laser Powder Bed Fusion
Yukta Pareek, Abdul Malik Al Mardhouf Al Saadi, Amrita Basak +1
Laser Powder Bed Fusion (L-PBF) is a widely adopted additive manufacturing process for fabricating complex metallic parts layer by layer. Effective thermal management is essential…
Model Predictive Control-Based Optimal Energy Management of Autonomous Electric Vehicles Under Cold Temperatures
Shanthan Kumar Padisala, Satadru Dey
In autonomous electric vehicles (AEVs), battery energy must be judiciously allocated to satisfy primary propulsion demands and secondary auxiliary demands, particularly the Heating…
Exploring Adversarial Threat Models in Cyber Physical Battery Systems
Shanthan Kumar Padisala, Shashank Dhananjay Vyas, Satadru Dey
Technological advancements like the Internet of Things (IoT) have facilitated data exchange across various platforms. This data exchange across various platforms has transformed th…
On Distinguishability of Anomalies as Physical Faults or Actuation Cyberattacks
Tanushree Roy, Satadru Dey
Increased automation has created an impetus to integrate infrastructure with wide-spread connectivity in order to improve efficiency, sustainability, autonomy, and security. Noneth…
An Input-to-State Safety Approach Towards Safe Control of a Class of Parabolic PDEs Under Disturbances
Tanushree Roy, Ashley Knichel, Satadru Dey
Distributed Parameter Systems (DPSs), modelled by partial differential equations (PDEs), are increasingly vulnerable to disturbances arising from various sources. Although detectio…
Security of Distributed Parameter Cyber-Physical Systems: Cyber-Attack Detection in Linear Parabolic PDEs
Tanushree Roy, Satadru Dey
Security of Distributed Parameter Cyber-Physical Systems (DPCPSs) is of critical importance in the face of cyber-attack threats. Although security aspects of Cyber-Physical Systems…
Cylindrical Battery Fault Detection under Extreme Fast Charging: A Physics-based Learning Approach
Roya Firoozi, Sara Sattarzadeh, Satadru Dey
High power operation in extreme fast charging significantly increases the risk of internal faults in Electric Vehicle batteries which can lead to accelerated battery failure. Early…
Cyber-Attack Detection in Socio-Technical Transportation Systems Exploiting Redundancies Between Physical and Social Data
Tanushree Roy, Sara Sattarzadeh, Satadru Dey
Cyber-physical-social connectivity is a key element in Intelligent Transportation Systems (ITSs) due to the ever-increasing interaction between human users and technological system…
Thermal Fault Detection and Localization Framework for Large Format Batteries
Sara Sattarzadeh, Tanushree Roy, Satadru Dey
Safety against thermal failures is crucial in battery systems. Real-time thermal diagnostics can be a key enabler of such safer batteries. Thermal fault diagnostics in large format…
Route Choice-based Socio-Technical Macroscopic Traffic Model
Tanushree Roy, Satadru Dey
Human route choice is undeniably one of the key contributing factors towards traffic dynamics. However, most existing macroscopic traffic models are typically concerned with drivin…