Hasan Rafiq

发表论文 12 篇 · 总被引 285 次 · h-index 5

代表论文

A review of current methods and challenges of advanced deep learning-based non-intrusive load monitoring (NILM) in residential context (2024 · Energy and Buildings · 被引 107)
Generalizability Improvement of Deep Learning-Based Non-Intrusive Load Monitoring System Using Data Augmentation (2021 · IEEE Transactions on Smart Grid · 被引 71)
Current status, challenges, and prospects of data-driven urban energy modeling: A review of machine learning methods (2023 · Energy Reports · 被引 55)
Analysis of residential electricity consumption patterns utilizing smart-meter data: Dubai as a case study (2023 · Energy and Buildings · 被引 38)
New Forecasting Metrics Evaluated in Prophet, Random Forest, and Long Short-Term Memory Models for Load Forecasting (2024 · Energies · 被引 18)
Understanding Energy Behavioral Changes Due to COVID-19 in the Residents of Dubai Using Electricity Consumption Data and Their Impacts (2022 · Energies · 被引 5)