Hasan Rafiq

Generalizability Improvement of Deep Learning-Based Non-Intrusive Load Monitoring System Using Data Augmentation

Hasan Rafiq, Xiaohan Shi, Hengxu Zhang et al. · IEEE Transactions on Smart Grid · 2021 · 79 citations

Artificial Intelligence, Convolutional Neural Network, Engineering +18

Regularized LSTM Based Deep Learning Model: First Step towards Real-Time Non-Intrusive Load Monitoring

Hasan Rafiq, Hengxu Zhang, Huimin Li et al. · 2018 · 62 citations

Real-time Monitoring, Engineering, Machine Learning +17

A Deep Recurrent Neural Network for Non-Intrusive Load Monitoring Based on Multi-Feature Input Space and Post-Processing

Hasan Rafiq, Xiaohan Shi, Hengxu Zhang et al. · Energies · 2020 · 54 citations · Full text

Engineering, Machine Learning, Data Science +15

Analysis of residential electricity consumption patterns utilizing smart-meter data: Dubai as a case study

Hasan Rafiq, Prajowal Manandhar, Edwin Rodríguez-Ubiñas et al. · Energy and Buildings · 2023 · 38 citations

Smart-meter Data, Electrical Engineering, Engineering +8

New Forecasting Metrics Evaluated in Prophet, Random Forest, and Long Short-Term Memory Models for Load Forecasting

Prajowal Manandhar, Hasan Rafiq, Edwin Rodríguez-Ubiñas et al. · Energies · 2024 · 12 citations · Full text