Research

Developing intelligent computational tools for engineering design, analysis, and operation.

Artificial intelligence and optimization

Development, enhancement, and hybridization of optimization algorithms, computational intelligence, and metaheuristics for complex engineering problems.

Robotics and UAVs

Design, modeling, control, navigation, perception, and autonomous operation of UAVs, mobile robots, and multi-robot systems for monitoring, inspection, and smart agriculture.

Power and energy systems

Power-system modeling, planning, and optimal operation; renewable energy integration; microgrids and smart grids.

Computational electromagnetics

Numerical modeling and multiphysics optimization of electromagnetic devices through virtual prototyping and simulation-based design.

Wiring network diagnosis

Non-destructive testing, signal analysis, and intelligent fault detection in complex wiring networks, including aircraft electrical systems and microgrids.

Magnetic refrigeration

Design and optimization of magnetic refrigeration systems using magnetocaloric materials and magnetic field sources.

Algorithms developed

MVPA — Most Valuable Player Algorithm
Inspired by strategic dynamics in sports.

ESDA — Electrostatic Discharge Algorithm
Inspired by electrostatic discharge phenomena.

ECPO — Electric Charged Particles Optimization
Modeled on charged-particle interactions.