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Profile Details
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USD 80 /hr
Hire Dr. Elie A.
Germany
USD 80 /hr

Vibro-acoustics expert with great experience in Machine Learning, Statistics and Data Processing

Profile Summary
Subject Matter Expertise
Services
Writing Technical Writing, Audio Transcription, General Proofreading & Editing
Research Feasibility Study, Gap Analysis, Scientific and Technical Research
Consulting Go-to-Market Strategy Consulting, Scientific and Technical Consulting, Manufacturing Consulting
Data & AI Predictive Modeling, Statistical Analysis, Algorithm Design-Non ML, Data Visualization, Data Mining, Data Cleaning, Data Processing, Data Insights
Product Development Prototyping, Reverse Engineering
Work Experience

Acoustics Engineer

Lufthansa Technik

October 2024 - Present

Research Engineer

Institute of Technical Acoustics

February 2018 - September 2023

Education

Doctorate

RWTH Aachen University

February 2018 - February 2025

Certifications
  • Certification details not provided.
Publications
BOOK
Elie Abi Raad, Michael Vorländer, Uwe Reisgen(2024). Real-time monitoring of ultrasonic metal welding . Online-Ressource Universita¨tsbibliothek der RWTH Aachen
Elie Abi Raad, Marcelo Argotti, Sebastian Duran, Ela Fasllija, Thiago Henrique Gomes Lobato, Karin Loh, Glen McLachlan, Diogo Pereira, Giuseppina Emma Puglisi(2023). Three Years of the EAA's Young Acousticians Network in Social Media . Online-Ressource Universita¨tsbibliothek der RWTH Aachen
Elie Abi Raad, Isabel Balz, Uwe Reisgen, Michael Vorländer(2019). Investigation of the applicability of acoustic emission and vibration analysis to describe the thermo-mechanical mechanism during ultrasonic metal welding . Online-Ressource Universita¨tsbibliothek der RWTH Aachen
JOURNAL ARTICLE
Acoustic monitoring of weld strength in ultrasonic metal welding by tracking welding stages @article{Abi_Raad_2023, title={Acoustic monitoring of weld strength in ultrasonic metal welding by tracking welding stages}, volume={101}, ISSN={1526-6125}, url={http://dx.doi.org/10.1016/j.jmapro.2023.06.052}, DOI={10.1016/j.jmapro.2023.06.052}, journal={Journal of Manufacturing Processes}, publisher={Elsevier BV}, author={Abi Raad, Elie and Vorländer, Michael}, year={2023}, month=sep, pages={1055–1064} } . Journal of Manufacturing Processes.
Experimental setup for laser vibrometry measurements of the vibrating horn in Ultrasonic Metal Welding @article{Abi_Raad_2023, title={Experimental setup for laser vibrometry measurements of the vibrating horn in Ultrasonic Metal Welding}, volume={265}, ISSN={0736-2935}, url={http://dx.doi.org/10.3397/in_2022_0358}, DOI={10.3397/in_2022_0358}, number={5}, journal={INTER-NOISE and NOISE-CON Congress and Conference Proceedings}, publisher={Institute of Noise Control Engineering (INCE)}, author={Abi Raad, Elie and Müller, Florian W. and Reisgen, Uwe and Vorländer, Michael}, year={2023}, month=feb, pages={2549–2560} } . INTER-NOISE and NOISE-CON Congress and Conference Proceedings.
Abi Raad, E., Vorländer, M.(2023). Acoustic monitoring of weld strength in ultrasonic metal welding by tracking welding stages . Journal of Manufacturing Processes. 101. p. 1055-1064.
Abi Raad, Elie, Vorländer, Michael (2023). Acoustic monitoring of weld strength in ultrasonic metal welding by tracking welding stages .
I. Balz, E. Abi Raad, E. Rosenthal, R. Lohoff, A. Schiebahn, U. Reisgen, M. Vorländer (2020). Process monitoring of ultrasonic metal welding of battery tabs using external sensor data . Journal of Advanced Joining Processes.
I. Balz, E. Abi Raad, E. Rosenthal, R. Lohoff, A. Schiebahn, U. Reisgen, M. Vorländer (2020). Process monitoring of ultrasonic metal welding of battery tabs using external sensor data .
Balz, I., Raad, E.A., Rosenthal, E., Lohoff, R., Schiebahn, A., Reisgen, U., Vorländer, M.(2020). Process monitoring of ultrasonic metal welding of battery tabs using external sensor data . Journal of Advanced Joining Processes. 1.
CONFERENCE PAPER
Abi Raad, Elie, Vorländer, Michael (2023). Frequency response characterization of the welding process in Ultrasonic Metal Welding .
Elie Abi Raad, Xiaokang Pan, Michael Vorländer (2022). On using Machine Learning in Ultrasonic Metal Welding . DAGA 2022.
Abi Raad, Elie, Vorländer, Michael (2021). Using Dynamic Time Warping for Ultrasonic Sheet Metal Welding Monitoring .
Elie Abi Raad, Thomas Joyeux-Alcindor, Michael Vorländer (2021). Transfer function analysis of welding stage models in Ultrasonic Metal Welding . DAGA 2021.
Using Dynamic Time Warping for Ultrasonic Sheet Metal Welding monitoring @inproceedings{raad:hal-03240279, TITLE = {{Using Dynamic Time Warping for Ultrasonic Sheet Metal Welding monitoring}}, AUTHOR = {Raad, Elie Abi and Vorl{\"a}nder, Michael}, URL = {https://hal.science/hal-03240279}, BOOKTITLE = {{Forum Acusticum}}, ADDRESS = {Lyon, France}, HAL_LOCAL_REFERENCE = {Material and acoustical properties of solids and fluids, scattering, non linearity}, PAGES = {2309-2315}, YEAR = {2020}, MONTH = Dec, DOI = {10.48465/fa.2020.0521}, KEYWORDS = {Dynamic time warping ; laser doppler vibrometer ; Ultrasonic sheet metal welding}, PDF = {https://hal.science/hal-03240279v1/file/000521.pdf}, HAL_ID = {hal-03240279}, HAL_VERSION = {v1}, } .
Abi Raad, Elie, Balz, Isabel, Reisgen, Uwe, Vorländer, Michael (2020). Derivation of characteristic vibroacoustic parameters in Ultrasonic Sheet Metal Welding .
Abi Raad, E., Balz, I., Reisgen, U., Vorländer, M.(2019). Investigation of the applicability of acoustic emission and vibration analysis to describe the thermo-mechanical mechanism during ultrasonic metal welding . Proceedings of the International Congress on Acoustics. 2019-September. p. 4700-4707.
Abi Raad, Elie, Balz, Isabel, Reisgen, Uwe, Vorländer, Michael (2019). Investigation of the applicability of acoustic emission and vibration analysis to describe the thermo-mechanical mechanism during ultrasonic metal welding .
BOOK CHAPTER
Abi Raad, Elie, Uribe, Jose Maria, Vorländer, Michael (2021). Eigenfrequency analysis of the vibrating horn in Ultrasonic Metal Welding .