Publications (Google Scholar)

• 2023

  H.Tella, M. Mohandes, A. Al-Shaikhi, B. Liu, S. Rehman and H. Nuha, "Bagging and Voting Deep Learning Ensemble Methods for Binary Classifications of Solar Panel Cells Defects," 2023 20th International Multi-Conference on Systems, Signals & Devices (SSD), Mahdia, Tunisia, 2023, pp. 104-108, doi: 10.1109/SSD58187.2023.10411247. Code Implementation

• 2022

  H. Tella, M. Mohandes, B. Liu, S. Rehman and A. Al-Shaikhi, "Deep Learning System for Defect Classification of Solar Panel Cells," 2022 14th International Conference on Computational Intelligence and Communication Networks (CICN), 2022, pp. 448-453, doi:10.1109/CICN56167.2022.10008277. Code Implementation

Awards/Research Fund

• Aug 2021 - KFUPM Graduate Assistant Scholarship for Conferences

• May 2023

  SDAIA-KFUPM (JRCAI) Research grant winner, Title : AI-Based PV Panels Inspection using Drones (Thesis Project Section), PI : Prof M. Mohandes (Advisor), Role : Software Developer and assisted in preparation of results for the proposal. Research grant total: SAR 325,000 ($86,645)

Presentation

• May 2023 - Thesis Defence Presentation

  Successfully defended Master's thesis on solar panel defects detection with a comprehensive presentation highlighting cells, modules and panels defects. Demonstrated expertise in Computer Vision (classifications, segmentation and object detection).

  

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• Feb 2023 - IEEE 20th SSD Presentation

  Presentation of accepted paper at the IEEE 20th International Multi-Conference on Systems, Signals and Devices (SSD), Tunisia on the February, 21st 2022.

  

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• Dec 2022 - IEEE 14th CICN Presentation

  Presentation of accepted paper at the IEEE 14th International Conference on Computational Intelligence and Communication Networks (CICN), Khobar, Saudi Arabia on the December, 3rd 2022.

  

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