Abderrahim Akhrouf — PhD in Fluid Mechanics
Welcome — I’m Abderrahim Akhrouf, a PhD candidate in Fluid Mechanics. I build machine learning models and apply electrical impedance tomography to improve pump energy efficiency and real-time monitoring. This site highlights my thesis, publications, and experience.
Optimizing energy consumption in electric pumps
Combining electrical impedance tomography with machine learning to monitor and optimize pump performance. Explore the thesis summary and code below.
Read Thesis Publications Contact
Thesis: ML + EIT
Optimizing electric pump energy consumption with EIT and machine learning.
Latest Publication
B-spline-based Modulating Function Method for Arterial Blood Flow's Estimations
IFAC-PapersOnLine, Volume 58, Issue 24, Pages 573-578, 2024
This paper considers the estimation problem of arterial blood flow by using a fractional model of arterial hemodynamics. An enhanced two-stage algorithm using modulating functions, genetic algorithms, and B-spline basis functions is proposed for joint estimation of blood flow and fractional differentiation order.
Read PaperCore Skills
Machine Learning Deep Learning Reinforcement Learning Time-series EIT Python MATLAB