Felipe C. T. Carvalho Email & Phone Number

Campinas, São Paulo, Brazil

Campinas, São Paulo, Brazil

Campinas, São Paulo, Brazil

• Conducted comprehensive research on Electrical Submersible Pump (ESP) systems under multiphase flow. Contributions include:
• Experimental Testing: Conducted extensive experimental tests on ESP systems to collect data for system parameter identification.
• Model Development: Modeled ESP systems using bond-graph techniques, enhancing modularity and efficiency in dynamic system simulations.
• Advanced Analysis: Applied signal processing tools and physics-informed neural networks (PINNs) to solve inverse problems, estimating fluid properties and system parameters.
• Library Creation: Developed a Julia library to translate bond-graphs into differential equations, facilitating more efficient simulations.
• Research Impact: Published research in international conferences and journals, contributing to the academic and industrial understanding of ESP systems.

Campinas, São Paulo, Brazil

• Conducted innovative research on non-intrusive multiphase flow characterization in pipelines for the oil and gas industry. Achievements include:
• Signal Processing Application: Applied techniques like FFT, STFT, Wavelet Transform, and digital filters in Python to analyze vibration signals and ultrasound data.
• Method Innovation: Developed a novel method to characterize two-phase flows using vibration signals, leading to a patented technique.
• Machine Learning Integration: Utilized machine learning and neural networks to create regression models, accurately correlating vibration signals with multiphase flow parameters.
• Publication and Patent: Achieved recognition through patents and publications in international journals, demonstrating the practical application of my research.

Campinas Area, Brazil

I supported the professors of the instrumentation module of the School of Mechanical engineering of the University of Campinas in subjects related to the module. I was accountable for assisting 83 undergraduate students in understanding the module topics and run the module tests. Additionally, I was able to deepen my knowledge of instrumentation and signal.

Providence, Rhode Island, United States

• Collaborated with Prof. Dr. Karniadakis's research group to apply PINNs in oil industry pumping systems. Key achievements include:
• Method Development: Developed a novel method using PINNs for solving inverse problems in pumping systems, advancing predictive maintenance capabilities.
• Optimization: Enabled the optimization of production pumping systems by accurately monitoring pumping parameters.

São João Del Rei, Minas Gerais, Brazil

• Engaged in research and development in autonomous robotics and control. Key contributions include:
• Robotic Design: Designed and developed an autonomous robot for surface characterization using atomic force microscopy principles.
• Scholarship Research: Conducted research under a FAPEMIG scholarship, developing a controller for a robotic manipulator and contributing to advancements in robotic control systems.
• Collaborative Development: Researched and developed joint applications of autonomous robots and 3D printing at the Digital and Material Technologies Laboratory of Warwick University in Coventry, UK, collaborating with.

Coventry, United Kingdom

I worked on the development and investigation of a new application for three-dimensional printing technology and autonomous robots. I assisted PhD researchers with the robot overall design and upgraded its structure to perform the desired function.Challenges overcome included the design and evaluation of the robot motors controllers to increase the.

Coventry, United Kingdom

I was a visiting undergraduate student under Brazil's former Science without Borders program with Brazil's National Council for Scientific and Technological Development scholarship. I have the opportunity to broaden my knowledge in several areas including optical engineering, robotics, computational fluid dynamics, finite element method and simulation of.

Doctor Of Philosophy - Phd, Mechanical Engineering, 4/4

Master Of Science, Mechanical Engineering, 3.8125/4

Bachelor'S Degree, Mechanical Engineering, 8.26/10

Visiting Student, Mechanical Engineering (Meng)