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Hasan Rafiq
Hasan Rafiq
Assistant Principal Researcher at DEWA R&D Centre
Email verificata su dewa.gov.ae
Titolo
Citata da
Citata da
Anno
Regularized LSTM based deep learning model: first step towards real-time non-intrusive load monitoring
H Rafiq, H Zhang, H Li, MK Ochani
2018 IEEE International Conference on Smart Energy Grid Engineering (SEGE …, 2018
632018
Generalizability improvement of deep learning-based non-intrusive load monitoring system using data augmentation
H Rafiq, X Shi, H Zhang, H Li, MK Ochani, AA Shah
IEEE Transactions on Smart Grid 12 (4), 3265-3277, 2021
602021
A deep recurrent neural network for non-intrusive load monitoring based on multi-feature input space and post-processing
H Rafiq, X Shi, H Zhang, H Li, MK Ochani
Energies 13 (9), 2195, 2020
402020
Current status, challenges, and prospects of data-driven urban energy modeling: A review of machine learning methods
P Manandhar, H Rafiq, E Rodriguez-Ubinas
Energy reports 9, 2757-2776, 2023
172023
Analysis of residential electricity consumption patterns utilizing smart-meter data: Dubai as a case study
H Rafiq, P Manandhar, E Rodriguez-Ubinas, JD Barbosa, OA Qureshi
Energy and Buildings 291, 113103, 2023
132023
Control system design of UPFC for optimal power flow control
H Rafiq, S Shakeel, S Nawaz, MK Bashir, Y Saleem, M Saleem, T Izhar
2013 International Conference on Open Source Systems and Technologies, 23-27, 2013
112013
Coordinated Frequency Control Strategy of BESS integrating high proportion of Wind power plant with a Steam turbine
MK Ochani, H Zhang, H Rafiq, A Nawaz
2018 International Conference on Power System Technology (POWERCON), 979-985, 2018
72018
A review of current methods and challenges of advanced deep learning-based non-intrusive load monitoring (NILM) in residential context
H Rafiq, P Manandhar, E Rodriguez-Ubinas, OA Qureshi, T Palpanas
Energy and Buildings, 113890, 2024
32024
Understanding Energy Behavioral Changes Due to COVID-19 in the Residents of Dubai Using Electricity Consumption Data and Their Impacts
P Manandhar, H Rafiq, E Rodriguez-Ubinas, JD Barbosa, OA Qureshi, ...
Energies 16 (1), 285, 2022
22022
Identification of Micro-Defects in Solar Cells using Electroluminescence Images via Hybrid Approach
P Manandhar, H Rafiq, S Kumar, OA Qureshi, E Rodriguez-Ubinas
2023 Middle East and North Africa Solar Conference (MENA-SC), 1-3, 2023
2023
Wind Speed Effect on the Performance of Free-Standing PV Modules in Hot Desert Climate
MA Alantali, H Rafiq, SA Alzarouni, OA Qureshi, E Rodriguez-Ubinas
2023 Middle East and North Africa Solar Conference (MENA-SC), 1-5, 2023
2023
Impacts of Photovoltaic Modules on Residential Buildings in Dubai
P Manandhar, S Alzarouni, E Trepci, H Rafiq, E Rodriguez-Ubinas
2023 Middle East and North Africa Solar Conference (MENA-SC), 1-4, 2023
2023
Energy Reports
P Manandhar, H Rafiq, E Rodriguez-Ubinas
2023
DAMPING FUNCTION OF GUPFC BASED ON PHILLIPS-HEFFRON MODEL
H Rafiq, Y Saleem
NED University Journal of Research 12 (2), 31, 2015
2015
Comparative Analysis on the Accuracy of Short-Term Load Forecasting: Using Advanced Approaches in Time Series, Machine Learning, and Deep Learning
P Manandhar, H Rafiq, T Palpanas, E Rodriguez-Ubinas
Machine Learning, and Deep Learning, 0
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