Felipe C. T. Carvalho Email and Phone Number
Felipe C. T. Carvalho work email
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Felipe C. T. Carvalho personal email
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Highly motivated Ph.D. Mechanical Engineer and current Post-Doctorate Researcher with a passion for solving complex real-world problems in the oil and gas industry using advanced AI techniques. My expertise lies in Physics-Informed Neural Networks (PINNs), signal processing, and data analysis. With a strong foundation in physics, mathematics, and engineering, I've collaborated with multidisciplinary teams to drive technological and scientific advancements.At CEPETRO and during my time at Brown University, I developed innovative methods to enhance multiphase fluid flow simulations and optimize production pumping systems. My research has led to patents and publications, showcasing my ability to bridge theory and practical applications.I'm driven by curiosity and a desire to make a tangible impact in the energy sector. Let's connect to explore opportunities for collaboration and innovation in AI and engineering!
Cepetro - Center For Energy And Petroleum Studies
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Research ScientistCepetro - Center For Energy And Petroleum Studies Oct 2024 - PresentCampinas, São Paulo, Brazil
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Postdoctoral ResearcherUnicamp - Universidade Estadual De Campinas Jan 2024 - Oct 2024Campinas, São Paulo, Brazil -
Phd StudentUniversity Of Campinas Jul 2019 - Dec 2023Campinas, São Paulo,BrazilConducted 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.
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Master'S Degree StudentUniversity Of Campinas Aug 2016 - Jul 2019Campinas, São Paulo, BrazilConducted 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.
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Teaching Intern In InstrumentationUniversidade Estadual De Campinas Feb 2018 - Jul 2018Campinas Area, BrazilI 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 analysis tools with specialists on this topic.
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Visiting Researcher FellowBrown University Dec 2022 - May 2023Providence, Rhode Island, United StatesCollaborated 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. -
Undegraduate StudentFederal University Of Sãojoão Del-Rei Feb 2011 - Jan 2016São João Del Rei, Minas Gerais, BrazilEngaged 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 Ph.D. researchers on prototype designs. -
InternDigital And Material Technologies Laboratory Jun 2015 - Aug 2015Coventry, United KingdomI 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 navigation accuracy and the development of the navigation algorithm for embedded systems.
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Undergraduate StudentUniversity Of Warwick Sep 2014 - Aug 2015Coventry, United KingdomI 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 operations. Additionally, I developed research to characterise surfaces with autonomous robots.
Felipe C. T. Carvalho Skills
Felipe C. T. Carvalho Education Details
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3.8125/4
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Mechanical Engineering (Meng)
Frequently Asked Questions about Felipe C. T. Carvalho
What company does Felipe C. T. Carvalho work for?
Felipe C. T. Carvalho works for Cepetro - Center For Energy And Petroleum Studies
What is Felipe C. T. Carvalho's role at the current company?
Felipe C. T. Carvalho's current role is Researcher| Expert in AI for Energy Production | Innovator in Scientific Machine Learning & Signal Processing | Driving Technological Advancements.
What is Felipe C. T. Carvalho's email address?
Felipe C. T. Carvalho's email address is fe****@****ail.com
What schools did Felipe C. T. Carvalho attend?
Felipe C. T. Carvalho attended Universidade Estadual De Campinas, Universidade Estadual De Campinas, Universidade Federal De São João Del-Rei - Ufsj Oficial, University Of Warwick.
What are some of Felipe C. T. Carvalho's interests?
Felipe C. T. Carvalho has interest in Robotics, Finite Element Methods, Heat Transfer, Hiking And Swimming, New Technologies, Economy, Computational Fluidynamics, Energy, Science And Technology, Space.
What skills is Felipe C. T. Carvalho known for?
Felipe C. T. Carvalho has skills like Abaqus, Star Ccm+, Matlab, Python, Solidworks, Microsoft Office, Ansys Fluent, Ees, C++, Labview, Java, Vba.
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