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journal article

Enhancing transmission line reliability : an AI-driven approach to fault identification and classificationShabbir, Noman; Kamran, Daniel; Raja, Hadi AshrafElectronics2024

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27

book article

Estimation of peak voltage value and its occurrence timing upon non-sinusoidal supply voltageDaniel, Kamran; Kütt, Lauri; Iqbal, Muhammad Naveed; Shabbir, Noman; Jarkovoi, Marek2024 IEEE 18th International Conference on Compatibility, Power Electronics and Power Engineering (CPE-POWERENG)2024 / p. 1-6 https://doi.org/10.1109/CPE-POWERENG60842.2024.10604412

book article

Related publications 1

Load current harmonic sensitivity of AC/DC power converters of energy efficient devices = Energiatõhusate seadmete vahelduv-alalisvoolumuundurite koormusvoolu harmoonikute tundlikkus

28

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Exploratory data analysis based short-term electrical load forecasting : a comprehensive analysisJaved, Umar; Ijaz, Khalid; Shabbir, Noman; Kütt, Lauri; Husev, OleksandrEnergies2021 / art. 5510 https://doi.org/10.3390/en14175510 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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29

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Fault detection and protection strategy for multi-terminal HVDC grids using wavelet analysisKaur, Jashandeep; Jayasooriya, Manilka; Iqbal, Muhammad Naveed; Daniel, Kamran; Shabbir, Noman; Peterson, KristjanEnergies2025 / art. 1147 https://doi.org/10.3390/en18051147

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30

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Feasibility investigation for residential battery sizing considering EV charging demandShabbir, Noman; Kütt, Lauri; Daniel, Kamran; Astapov, Victor; Raja, Hadi Ashraf; Iqbal, Muhammad Naveed; Husev, OleksandrSustainability2022 / art. 1079 https://doi.org/10.3390/su14031079 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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Related publications 1

Residential energy management system to support increased renewable penetration = Taastuvenergiaallikate kasutustihedust toetav energiahaldussüsteem

31

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Forecasting of energy consumption and production using recurrent neural networksShabbir, Noman; Kütt, Lauri; Jawad, Muhammad; Iqbal, Muhammad Naveed; Ghahfarokhi, Payam ShamsAdvances in electrical and electronic engineering2020 / p. 190−197 https://doi.org/10.15598/aeee.v18i3.3597 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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32

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Forecasting of wind speed and power through FFNN and CFNN using HPSOBA and MHPSO-BAACs techniquesEllahi, Manzoor; Usman, Muhammad Rehan; Arif, Waqas; Usman, Hafiz Fuad; Khan, Waheed A.; Satrya, Gandeva Bayu; Daniel, Kamran; Shabbir, NomanElectronics2022 / art. 4193 https://doi.org/10.3390/electronics11244193 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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33

book article

Forecasting short term wind energy generation using machine learningShabbir, Noman; Ahmadiahangar, Roya; Kütt, Lauri; Iqbal, Muhammad Naveed; Rosin, Argo2019 IEEE 60th International Scientific Conference on Power and Electrical Engineering of Riga Technical University (RTUCON), 7-9 October 2019 : conference proceedings2019 / 4 p https://doi.org/10.1109/RTUCON48111.2019.8982365

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34

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Hybrid Attention-Based LSTM and XGBoost Model for Short-Term Residential Load ForecastingShabbir, Noman; Shahid, Arqum; Daniel, Kamran; Jawad, M.; Rosin, Argo; Martins, Joao2025 IEEE the 13th International Conference on Smart Energy Grid Engineering (SEGE 2025)2025

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35

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Impact of cable impedance on the harmonic emission of LED lampsIqbal, Muhammad Naveed; Kütt, Lauri; Asad, Bilal; Shabbir, Noman2020 21st International Scientific Conference on Electric Power Engineering (EPE), October 19-21, 2020, Prague, Czech Republic2020 / 5 p https://doi.org/10.1109/EPE51172.2020.9269271

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36

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Impact of LED thermal stability to household lighting harmonic load current modelingIqbal, Muhammad Naveed; Jarkovoi, Marek; Kütt, Lauri; Shabbir, Noman2019 Electric Power Quality and Supply Reliability Conference (PQ) & 2019 Symposium on Electrical Engineering and Mechatronics (SEEM), Kärdla, Estonia, June 12-15, 2019 : proceedings2019 / 6 p. : ill https://doi.org/10.1109/PQ.2019.8818226

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37

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The impact of load on global parameters of electrical machines in case of healthy and broken rotor barsKudelina, Karolina; Raja, Hadi Ashraf; Autsou, Siarhei; Asad, Bilal; Vaimann, Toomas; Rassõlkin, Anton; Kallaste, Ants; Shabbir, Noman2022 18th Biennial Baltic Electronics Conference (BEC)2022 / 5 l. https://doi.org/10.1109/BEC56180.2022.9935614

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38

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Improving Residential Load Forecasting : A Probabilistic Tree-based Approach for Multi-Step Ahead PredictionShabbir, Noman; Daniel, Kamran; Jawad, M.; Rosin, Argo; Martins, J.International Scientific Conference on Information, Communication and Energy Systems and Technologies (ICEST)2025

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39

journal article

Inaccuracies and uncertainties for harmonic estimation in distribution networksIqbal, Muhammad Naveed; Kütt, Lauri; Daniel, Kamran; Shabbir, Noman; Amjad, Anas; Awan, Abdul Waheed; Ali, MajidSustainability2024 / art. 6523 https://doi.org/10.3390/su16156523

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40

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Increasing PV hosting capacity in LV distribution networks using congestion control techniquesShabbir, Noman21st International Symposium "Topical problems in the field of electrical and power engineering. Doctoral school of energy and geotechnology. III" : Pärnu, Estonia, June 15-18, 20222022 / p. 87-88 https://www.ester.ee/record=b5504019*est

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41

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Integrating Attention-Based LSTM with XGBoost for Improved Residential DC Load ForecastingShabbir, Noman; Shahid, Arqum; Daniel, Kamran; Rosin, Argo; Kilter, Jako; Martins, Joao2025 IEEE International Conference on Energy Technologies for Future Grids (ETFG)2025

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42

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Integrating smart energy management system with internet of things and cloud computing for efficient demand side management in smart gridsSaleem, M. Usman; Shakir, Mustafa; Usman, M. Rehan; Bajwa, M. Hamza Tahir; Shabbir, Noman; Shams Ghahfarokhi, Payam; Daniel, KamranEnergies2023 / art. 4835 : ill https://doi.org/10.3390/en16124835 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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43

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Load current harmonic model complexity reduction through empirical pattern analysisDaniel, Kamran; Kütt, Lauri; Iqbal, Muhammad Naveed; Shabbir, Noman; Jarkovoi, Marek; Parker, Martin2023 IEEE 17th International Conference on Compatibility, Power Electronics and Power Engineering (CPE-POWERENG)2023 / p. 1-6 https://doi.org/10.1109/CPE-POWERENG58103.2023.10227474

book article

Related publications 1

Load current harmonic sensitivity of AC/DC power converters of energy efficient devices = Energiatõhusate seadmete vahelduv-alalisvoolumuundurite koormusvoolu harmoonikute tundlikkus

44

book article

Machine learning and deep learning techniques for residential load forecasting : a comparative analysisShabbir, Noman; Kütt, Lauri; Raja, Hadi Ashraf; Ahmadiahangar, Roya; Rosin, Argo; Husev, Oleksandr2021 IEEE 62nd International Scientific Conference on Power and Electrical Engineering of Riga Technical University (RTUCON): conference proceedings2021 / p. 1-5 https://doi.org/10.1109/RTUCON53541.2021.9711741

book article

Related publications 1

Residential energy management system to support increased renewable penetration = Taastuvenergiaallikate kasutustihedust toetav energiahaldussüsteem

45

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Machine learning and deep learning techniques for wind energy forecastingShabbir, Noman19th International Symposium “Topical problems in the field of electrical and power engineering. Doctoral school of energy and geotechnology. III” : Tartu, Estonia, January 14-17, 20202020 / p. 95-96 : ill https://www.ester.ee/record=b5291755*est

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46

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Modeling of lighting load in residential buildingsIqbal, Muhammad Naveed; Kütt, Lauri; Shabbir, NomanInternational journal of engineering and advanced technology2018 / p. 233–236 https://www.scopus.com/record/display.uri?eid=2-s2.0-85064435587&origin=resultslist

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47

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Modeling of lighting load in residential buildingsIqbal, Muhammad Naveed; Kütt, Lauri; Shabbir, NomanProceeding of the 4th International Conference on Recent Trends in Computer Science and Electronics 20192019 / p. 111 http://www.rtcse.org/RTCSE_2019.pdf

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48

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Non orthogonal multiple access: basic concepts and misconceptionsHassan, Syed Rizwan; Shabbir, Noman; Unbreen, Arooj; Rehman, Ateeq Ur; Iqbal, AhmadNFC IEFR journal of engineering and scientific research2020 / 4 p http://doi.org/10.24081/nijesr.2019.1.0001

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49

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Non-intrusive load monitoring based smart energy management system for smart buildingsJawad, Muhammad; Shabbir, Noman; Ahmadiahangar, Roya; Rosin, Argo; Khaleel, T.; Tahir, W.2024 7th International Conference on Information and Computer Technologies (ICICT) : proceedings2024 / p. 46-50 https://doi.org/10.1109/ICICT62343.2024.00014

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50

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A novel renewable powered stand-alone electric vehicle parking-lot modelJawad, Muhammad; Asghar, Hira; Arshad, Jehangir; Javed, Abbas; Qureshi, Muhammad Bilal; Ali, Sahibzada Muhammad; Shabbir, Noman; Rassõlkin, AntonSustainable energy, grids and networks2023 / art. 100992, 14 p. : ill https://doi.org/10.1016/j.segan.2022.100992 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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Shabbir, Noman (author)

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