Overview
Data Scientist - Scientific and Technological Researcher
Biography
Hernan has PhD in Engineering and a degree in Electronic engineering.
His technical strengths are:
•Digital Signal Processing
•Development of physics-based and data-driven models
•Design and planning of computational multi-parametric studies and experimental campaigns
•Full writing and artwork of scientific journal articles
Scientific Publications
More than 10 papers in top scientific journals (1st quartile in SCIMago), including:
Garrido, H. et al (2022). Synthesis of healthy-structure model responses for damage quantification. Structural Health Monitoring, 147592172210884. https://doi.org/10.1177/14759217221088493
Garrido, H. et al (2020). Numerical, statistical and experimental investigation on damage quantification in beams from modal curvature. Journal of Sound and Vibration, 485. https://doi.org/10.1016/j.jsv.2020.115591
Garrido, H. et al (2018). On the assumed inherent stability of semi-active control systems. Engineering Structures, 159(August 2017), 286–298. https://doi.org/10.1016/j.engstruct.2018.01.009
Garrido, H. et al (2017). A heuristic approach to output-only system identification under transient excitation. Expert Systems with Applications, 68, 11–20. https://doi.org/10.1016/j.eswa.2016.10.007
Garrido, H. et al (2016). Experimental and theoretical study of semi-active friction tendons. Mechatronics, 39, 63–76. https://doi.org/10.1016/j.mechatronics.2016.08.005
Related Skills
Matlab / Python / SQL / C
Experience
•Seismic Qualification Process of the First Extinguishing System of the CAREM Nuclear Power Plant
Generation of excitation records from statistical information
Analysis of data generated by numerical simulations and experimental tests
Development of computational models and experimental calibration
General and Detailed Engineering for full-scale seismic experimental test
•Structural Health Monitoring and Control of Vibrations
Direction of research projects with budget and personnel management
Development of damage identification algorithms from vibration sensors and video recordings
Development of hardware and software for data acquisition systems
Improvement of control algorithms
Invention and patenting of mechanical devices
•Computed aided Design and Manufacturing of a lower limb orthosis
Design of experiments, computer vision measurement and analysis of results
Design of plastic parts for 3D printing
Design of a novel steel spring
Development of physics-based computational model
•Web Applications for Administration of Medical Centers and for Administration of Work Unions
Survey of current Business Intelligence and database design
Full-stack development and deployment based on Django Admin
Design of dashboard for collections management assistance
•LED Banners
Development of hardware and firmware for LED banners used in public
transport and road signs (still in use after more than 10 years)
