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Hasan Rafiq

Observed name: Rafiq, Hasan
ORCID: 0000-0002-9593-8143
Observed ORCID: 0000-0002-9593-8143
OpenAlex ID: A5014219232
A review of current methods and challenges of advanced deep learning-based non-intrusive load monitoring (NILM) in residential context
2024 · Hasan Rafiq, Prajowal Manandhar, et al. · Energy and Buildings · 136
Generalizability Improvement of Deep Learning-Based Non-Intrusive Load Monitoring System Using Data Augmentation
2021 · Hasan Rafiq, Xiaohan Shi, et al. · IEEE Transactions on Smart Grid · 93
Current status, challenges, and prospects of data-driven urban energy modeling: A review of machine learning methods
2023 · Prajowal Manandhar, Hasan Rafiq, et al. · Energy Reports · 69
Regularized LSTM Based Deep Learning Model: First Step towards Real-Time Non-Intrusive Load Monitoring
2018 · Hasan Rafiq, Hengxu Zhang, et al. · IEEE International Conference on Smart Energy Grid Engineering (SEGE) · 66
A Deep Recurrent Neural Network for Non-Intrusive Load Monitoring Based on Multi-Feature Input Space and Post-Processing
2020 · Hasan Rafiq, Xiaohan Shi, et al. · Energies · 58
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Analysis of residential electricity consumption patterns utilizing smart-meter data: Dubai as a case study
2023 · Hasan Rafiq, Prajowal Manandhar, et al. · Energy and Buildings · 51
New Forecasting Metrics Evaluated in Prophet, Random Forest, and Long Short-Term Memory Models for Load Forecasting
2024 · Prajowal Manandhar, Hasan Rafiq, et al. · Energies · 26
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Understanding Energy Behavioral Changes Due to COVID-19 in the Residents of Dubai Using Electricity Consumption Data and Their Impacts
2022 · Prajowal Manandhar, Hasan Rafiq, et al. · Energies · 11
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Control system design of UPFC for optimal power flow control
2013 · Hasan Rafiq, Salman Shakeel, et al. · International Conference on Open Source Systems and Technologies (ICOSST) · 7
Wind Speed Effect on the Performance of Free-Standing PV Modules in Hot Desert Climate
2023 · Mohamed Ahmed Alantali, Hasan Rafiq, et al. · Middle East and North Africa Solar Conference (MENA-SC) · 6
Coordinated Frequency Control Strategy of BESS integrating high proportion of Wind power plant with a Steam turbine
2018 · Manesh Kumar Ochani, Hengxu Zhang, et al. · International Conference on Power System Technology (POWERCON) · 4
Decision Support Tools for Developing Energy Strategies in Smart Cities
2024 · Prajowal Manandhar, Hasan Rafiq, et al. · IEEE International Smart Cities Conference (ISC2) · 3
Identification of Micro-Defects in Solar Cells using Electroluminescence Images via Hybrid Approach
2023 · Prajowal Manandhar, Hasan Rafiq, et al. · Middle East and North Africa Solar Conference (MENA-SC) · 3
Sequential Disaggregation of Residential Energy Consumption Using Random Forest Regression
2025 · Hasan Rafiq, Prajowal Manandhar, et al. · Communications in computer and information science · 1
Impacts of Photovoltaic Modules on Residential Buildings in Dubai
2023 · Prajowal Manandhar, Sarah Alzarouni, et al. · Middle East and North Africa Solar Conference (MENA-SC) · 1
Impact Of Orientation On The Thermal Performance Of Building-Integrated Photovoltaic Modules In Ventilated Façades In Hot Climates
2025 · Al-Neama, Mohammed, Hayyas, Sherifa Al, et al. · International Journal of Environmental Sciences
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Energy Performance Standards of HVAC Systems in Hot Arid Climates: A Comparative Analysis of GCC and UAE Regulations
2024 · O. A. Qureshi, Shoaib Ahmed Shah, et al. · IEEE Sustainable Power and Energy Conference (iSPEC)
Enhanced Non-Intrusive Load Monitoring Using Convolutional Neural Networks and Synthetically Balanced Appliance Consumption Patterns
2024 · Hasan Rafiq, Prajowal Manandhar, et al. · IEEE International Smart Cities Conference (ISC2)
Comparative Analysis on the Accuracy of Short-Term Load Forecasting: Using Advanced Approaches in Time Series, Machine Learning, and Deep Learning
2023 · Prajowal Manandhar, Hasan Rafiq, et al. · SSRN Electronic Journal
Works count: 19
Citation count: 535
H-index: 8
I10-index: 8
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