Ashfaq Ahmad

CNN based automatic detection of photovoltaic cell defects in electroluminescence images

M. Waqar Akram, Guiqiang Li, Yi Jin et al. · Energy · 2019 · 302 citations

Electrical Engineering, Cell Detection, Image Analysis +8

Automatic detection of photovoltaic module defects in infrared images with isolated and develop-model transfer deep learning

M. Waqar Akram, Guiqiang Li, Yi Jin et al. · Solar Energy · 2020 · 228 citations

Convolutional Neural Network, Image Classification, Image Analysis +10

Short-Term Load Forecasting in Smart Grids: An Intelligent Modular Approach

Ashfaq Ahmad, Nadeem Javaid, Abdul Mateen et al. · Energies · 2019 · 118 citations · Full text

Forecasting Methodology, Engineering, Power Grid Operation +17

Improved outdoor thermography and processing of infrared images for defect detection in PV modules

M. Waqar Akram, Guiqiang Li, Yi Jin et al. · Solar Energy · 2019 · 90 citations

Electrical Engineering, Engineering, Thermography +11

Photovoltaic cell defect classification using convolutional neural network and support vector machine

Ashfaq Ahmad, Yi Jin, Changan Zhu et al. · IET Renewable Power Generation · 2020 · 58 citations · Full text