Research
Main Research Interests and Significant Contributions to Research
Modeling, control, and optimization of dynamic systems;
Model-based control in advanced propulsion systems;
Energy management control and optimization in HEVs and PHEVs;
Energy storage systems- Li-ion and PbA batteries, Supercapacitors;
Battery aging modeling, state of health estimation, and life prediction for control;
Damage degradation modeling in interconnected systems;
Blockchain and Data-Driven Models for Energy Traceability and Management;
Electrochemical, Physics-Based, Hybrid, and Data-Driven Models, Physics-Informed and Purely Data-Driven Models for Prognosis and Performance Prediction;
Artificial Intelligence and Machine Learning in Power and Propulsion Systems;
Neural-Symbolic Computation and Next-Generation AI Models;
Neural Language Modeling for Natural Language Generation and Understanding;
Optimizing Energy Storage Systems with AI and Machine Learning.
Detailed, Future-oriented Teaching Concept
Leading Positions within University
Technical Responsible - Project: - ANP Funding
Project Leader: PRIMA Batteries - German Project
Leading Position outside University
Process coordinator - Cal Oeste Ltda (Company)