4 papers
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…