Energy and utilities
research papers

Albumentations in Energy and utilities research

Used in 15 research papers

Energy infrastructure, utilities, renewable-energy, and pipeline inspection.

Aerial view of a field of solar panels
Photo: Lio Voo on Pexels

Public examples

Most-cited research papers

Showing the top 15

  1. #1

    Segmentation of cell-level anomalies in electroluminescence images of photovoltaic modules

    2021
    91 citations

  2. #2

    InsPLAD: A Dataset and Benchmark for Power Line Asset Inspection in UAV Images

    2023
    79 citations

  3. #3

    VEPL Dataset: A Vegetation Encroachment in Power Line Corridors Dataset for Semantic Segmentation of Drone Aerial Orthomosaics

    2023
    17 citations

  4. #4

    Segmentation and Defect Classification of the Power Line Insulators: A Deep Learning-based Approach

    2020
    15 citations

  5. #5

    An enhanced algorithm for cell-level anomaly segmentation in photovoltaic solar panels using electroluminescence imaging

    2025
    14 citations

  6. #6

    Assessment of the large-scale extraction of photovoltaic (PV) panels with a workflow based on artificial neural networks and algorithmic postprocessing of vectorization results

    2023
    13 citations

  7. #7

    AE-YOLOv5 for Detection of Power Line Insulator Defects

    2024
    9 citations

  8. #8

    Optimised path planning and environment-adaptive defect detection for wind turbine blades based on improved ant colony algorithm and EP-YOLOv12n

    2026
    3 citations

  9. #9

    Explainable Machine Learning for Tower-Radar Monitoring of Wind Turbine Blades: Fine-Grained Blade Recognition Under Changing Operational Conditions

    2026
    2 citations

  10. #10

    A Review of Open-Access Image Datasets for Power Line Inspection

    2026
    1 citations

  11. #11

    Balancing geometric efficiency and meteorological optimality in rooftop photovoltaic layout planning

    2026
    0 citations

  12. #12

    DT-Inspect: A Deployment-Oriented, Training-Time-Only Image-Enhancement Framework forWind Turbine Drivetrain Damage Detection from Borescope Field Imagery

    2026
    0 citations

  13. #13

    UAV-Based Transmission Tower Inspection Using Hierarchical Multitask Learning Under Heterogeneous Supervision

    2026
    0 citations

  14. #14

    Evaluation and Application of Transformer Architectures for Image-Based Detection and Localization of Damage to Wind Turbines

    2025
    0 citations

  15. #15

    Research on High speed and high precision visual detection Method for Surface defects of photovoltaic cells

    2022
    0 citations