Chair for Wind Power Drives
Address
Building 4741
Room 301
Campus Boulevard 61
52074 Aachen
Vita
Baher Azzam, M. Sc., obtained his Master degree in Management and Engineering in Production Systems from RWTH Aachen University in 2018. He holds a Bachelor of Science In Mechanical Engineering from Texas A&M University.
He works at the Center for Wind Power Drives since 2018 as a scientific researcher in the field of data analytics. His work includes applying statistics and machine learning techniques to capture more value from the large amount of multidimensional data generated by wind turbines and wind farms.
Publications
| Source | Author(s) |
|---|---|
| [Contribution to a book, Journal Article] From Strain to Loads : Development of a Measurement Solution for Wind Turbine Transmission Input Loads during Drivetrain Testing In: Sensors, 23 (4), 1824, 2023 [DOI: 10.3390/s23041824] | Bilen, Eren Azzam, Baher (Corresponding author) Schelenz, Ralf Runkel, Tim Raddatz, Malte et al. |
| [Contribution to a book, Journal Article] From Simulations to Accelerated Testing : Design of Experiments for Accelerated Load Testing of a Wind Turbine Drivetrain Based on Aeroelastic Multibody Simulation Data In: Applied Sciences, 13 (1), 356, 2022 [DOI: 10.3390/app13010356] | Azzam, Baher (Corresponding author) Schelenz, Ralf Cardaun, Martin Jacobs, Georg |
| [Contribution to a book, Journal Article] Sensor Screening Methodology for Virtually Sensing Transmission Input Loads of a Wind Turbine Using Machine Learning Techniques and Drivetrain Simulations In: Sensors, 22 (10), 3659, 2022 [DOI: 10.3390/s22103659] | Azzam, Baher (Corresponding author) Schelenz, Ralf Jacobs, Georg |
| [Journal Article] Early stage white etching crack identification using artificial neural networks In: Forschung im Ingenieurwesen = Engineering research, 85 (2), 153-163, 2021 [DOI: 10.1007/s10010-021-00481-y] | Liu, Xiaodi Azzam, Baher Harzendorf, Freia (Corresponding author) Kolb, Johann Schelenz, Ralf et al. |
| [Journal Article] Development of a wind turbine gearbox virtual load sensor using multibody simulation and artificial neural networks In: Forschung im Ingenieurwesen = Engineering research, 85 (2), 241-250, 2021 [DOI: 10.1007/s10010-021-00460-3] | Azzam, Baher (Corresponding author) Schelenz, Ralf Roscher, Björn Baseer, Abdul Jacobs, Georg |
| [Poster] Development of a Wind Turbine Gearbox Virtual Sensor using Multibody Simulation and Artificial Neural Networks In: WindEurope Offshore 2019 Copenhagen 2019-11-26 - 2019-11-28, 2019 | Azzam, Baher Baseer, Abdul Schelenz, Ralf Jacobs, Georg |
| [Contribution to a book, Journal Article] Pattern Discovery in White Etching Crack Experimental Data Using Machine Learning Techniques In: Applied Sciences, 9 (24), 5502, 2019 [DOI: 10.3390/app9245502] | Azzam, Baher (Corresponding author) Harzendorf, Freia Schelenz, Ralf Holweger, Walter Jacobs, Georg |
| [Contribution to a book, Contribution to a conference proceedings] White Etching Crack Bearing Failure : Identification of High Risk Lubricant Compounds using Artificial Neural Networks In: International Conference on Gears 2019, 3rd International Conference on High Performance Plastic Gears 2019, 3rd International Conference on Gear Production 2019 : Garching / Munich, Germany September 18 - 20, 2019 / VDI-Society for Product and Process Design, 569-582, 2019 [DOI: 10.51202/9783181023556-569] | Azzam, Baher Harzendorf, Freia Schelenz, Ralf Jacobs, Georg Holweger, Walter |
| [Contribution to a book, Contribution to a conference proceedings] Big Data - Smart Data, analytische Datenauswertung von Betriebsdaten In: 10. VDI-Fachtagung Schwingungen von Windenergieanlagen 2019 : Bremen, 04.-05. Juni 2019 / Fachgesellschaft VDI-GPP; Fachbereich Schwingungstechnik, 17-28, 2019 [DOI: 10.51202/9783181023464-17] | Holweger, Walter Harzendorf, Freia Azzam, Baher Fliege, Jörg |
| [Conference Presentation] White Etching Crack Bearing Failure : Risk Classification of Lubricants and Identification of High Risk Lubricant Compounds using Random Forests and Support Vector Machines In: Wind Energy Science Conference 2019 Cork 2019-06-17 - 2019-06-20, 2019 | Azzam, Baher Harzendorf, Freia Schelenz, Ralf Holweger, Walter Jacobs, Georg |
| [Contribution to a book, Contribution to a conference proceedings, Journal Article] Manufacturing cost : a critical evaluation criteria for new developments in wind turbine drivetrain technologies In: Journal of physics / Conference Series, 1102, 012024, 2018 [DOI: 10.1088/1742-6596/1102/1/012024] | Harzendorf, Freia (Corresponding author) Azzam, Baher Schelenz, Ralf Jacobs, Georg |