Tafarel de Avila Ferreira

Statistics

Publications

Citations

126

H-Index

Active since

2017

Affiliations

École Polytechnique Fédérale de Lausanne(Current)

SOLIDpower (Switzerland)

Centro Internacional Franco-Argentino de Ciencias de la Información y de Sistemas

National University of Rosario

Consejo Nacional de Investigaciones Científicas y Técnicas

Tafarel de Avila Ferreira is an author at École Polytechnique Fédérale de Lausanne specializing in engineering, systems engineering, and machine learning.

Top concepts

EngineeringSystems EngineeringProcess ControlMachine LearningBusinessFuel CellsWind EnergyControl DesignControl SystemsRobust Modeling

Publications per year

2017–2020

Publications

Real-Time optimization of Uncertain Process Systems via Modifier Adaptation and Gaussian Processes

Tafarel de Avila Ferreira, Harsh Shukla, Timm Faulwasser et al. · 2018 · 34 citations · Full text

Mathematical Programming, Engineering, Machine Learning +18

Analysis of output modifier adaptation for real-time optimization

Aris Papasavvas, Tafarel de Avila Ferreira, A.G. Marchetti et al. · Computers & Chemical Engineering · 2018 · 21 citations · Full text

Output Modifier Adaptation, Engineering, Machine Learning +4

Real-time optimization of an experimental solid-oxide fuel-cell system

Tafarel de Avila Ferreira, Zacharie Wuillemin, A.G. Marchetti et al. · Journal of Power Sources · 2019 · 20 citations · Full text

Engineering, Energy Conversion, Real-time Optimization +2

Use of Transient Measurements for Static Real-Time Optimization

Tafarel de Avila Ferreira, Grégory François, A.G. Marchetti et al. · IFAC-PapersOnLine · 2017 · 19 citations · Full text

Modifier Adaptation as a Feedback Control Scheme

A.G. Marchetti, Tafarel de Avila Ferreira, Sean Costello et al. · Industrial & Engineering Chemistry Research · 2020 · 17 citations · Full text

Real-time Control, Engineering, Real-time Optimization Technique +16

1–5 of 6