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A novel short receptive field based dilated causal convolutional network integrated with Bidirectional LSTM for short-term load forecastingJaved, Umar; Ijaz, Khalid; Jawad, Muhammad; Khosa, Ikramullah; Ansari, Ejaz Ahmad; Zaidi, Khurram Shabih; Rafiq, Muhammad Nadeem; Shabbir, NomanExpert systems with applications2022 / art. 117689 https://doi.org/10.1016/j.eswa.2022.117689 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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52

book article

Optimal fractional order PI controller for field oriented current control of switched reluctance motorMughees, Neelam; Ashfgar, Hira; Shabbir, Noman; Rassõlkin, Anton; Kütt, Lauri2021 IEEE 19th International Power Electronics and Motion Control Conference, The Silesian University of Technology Gliwice, Poland, 25 - 29 April, 2021 (PEMC) : proceedings2021 / p. 479-485 https://doi.org/10.1109/PEMC48073.2021.9432616

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53

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An overview of measurement standards for power qualityShabbir, Noman; Kütt, Lauri; Jarkovoi, Marek; Iqbal, Muhammad Naveed; Rassõlkin, Anton; Daniel, KamranAgronomy research2021 / p. 944−960 https://doi.org/10.15159/ar.21.074 Journal metrics at Scopus Article at Scopus

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54

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Performance investigation of active, semi-active and passive suspension using quarter car modelSamaroo, Kyle; Awan, Abdul Waheed; Marimuthu, Siva; Iqbal, Muhammad Naveed; Daniel, Kamran; Shabbir, NomanAlgorithms2025 / art. 100 https://doi.org/10.3390/a18020100

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55

newspaper article

Päikeseelektri tulva aitaks leevendada kohalik salvestusvõimsusAlvela, Ainnovaator.err.ee2023 Päikeseelektri tulva aitaks leevendada kohalik salvestusvõimsus https://digikogu.taltech.ee/et/Item/2c178a6b-f918-4932-bd1b-48fefb7fc7aa

newspaper article

56

book article

Requirements to data acquisition and signal analysis for electrical grid condition monitoringAnijärv, Toomas Erik; Shabbir, Noman; Kütt, Lauri; Iqbal, Muhammad Naveed2020 IEEE 61st International Scientific Conference on Power and Electrical Engineering of Riga Technical University (RTUCON), Riga, Latvia, Nov. 5-7, 2020 : conference proceedings2020 https://doi.org/10.1109/RTUCON51174.2020.9316487

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57

book article

Residential DC load forecasting using long short-term memory network (LSTM)Shabbir, Noman; Ahmadiahangar, Roya; Rosin, Argo; Husev, Oleksandr; Jalakas, Tanel; Martins, Joao2023 IEEE 11th International Conference on Smart Energy Grid Engineering (SEGE)2023 / p. 131-136 https://doi.org/10.1109/SEGE59172.2023.10274596

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58

dissertation

Residential energy management system to support increased renewable penetration = Taastuvenergiaallikate kasutustihedust toetav energiahaldussüsteemShabbir, Noman2022 https://doi.org/10.23658/taltech.37/2022 https://digikogu.taltech.ee/et/Item/2c178a6b-f918-4932-bd1b-48fefb7fc7aa https://www.ester.ee/record=b5503996*est

dissertation

Related publications 6

59

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Residential load forecasting using machine learning techniques : a comparative analysisShabbir, Noman20th International Symposium "Topical problems in the field of electrical and power engineering. Doctoral school of energy and geotechnology. III" : Tallinn, Estonia, September 8-10, 20212021 / p. 73-74 : ill https://www.ester.ee/record=b5457278*est

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60

book article

Residential load forecasting using recurrent neural networksShabbir, Noman; Ahmadiahangar, Roya; Raja, Hadi Ashraf; Kütt, Lauri; Rosin, Argo2020 IEEE 14th International Conference on Compatibility, Power Electronics and Power Engineering (CPE-POWERENG) : proceedings2020 / p. 478-481 : ill https://doi.org/10.1109/CPE-POWERENG48600.2020.9161565

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61

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A review of harmonic detection, suppression, aggregation and estimation techniquesDaniel, Kamran; Kütt, Lauri; Iqbal, Muhammad Naveed; Shabbir, Noman; Raja, Hadi Ashraf; Sardar, Muhammad UsmanApplied sciences2024 / art. 10966 https://doi.org/10.3390/app142310966 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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62

journal article

Short-term PV energy generation forecasting using deep learningShabbir, Noman; Ahmadiahangar, Roya; Rosin, Argo; Astapov, Victor; Kilter, JakoTelematique2022 https://www.provinciajournal.com/index.php/telematique/article/view/813

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63

book article

Short-term residental DC load forecasting using extreme gradient boost (XgBoost) algorithmShabbir, Noman; Husev, Oleksandr; Daniel, Kamran; Jawad, Muhammad; Rosin, Argo; Martins, Joao2024 IEEE 18th International Conference on Compatibility, Power Electronics and Power Engineering (CPE-POWERENG)2024 / 6 p https://doi.org/10.1109/CPE-POWERENG60842.2024.10604392

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64

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Short-term wind energy forecasting using deep learning-based predictive analyticsShabbir, Noman; Kütt, Lauri; Jawad, Muhammad; Husev, OleksandrCMC-Computers, Materials & Continua2022 / p. 1017-1033 https://doi.org/10.32604/cmc.2022.024576 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

65

journal article EST / journal article ENG

Spectrum analysis for condition monitoring and fault diagnosis of ventilation motor : a case studyShabbir, Noman; Kütt, Lauri; Asad, Bilal; Jawad, Muhammad; Iqbal, Muhammad Naveed; Daniel, KamranEnergies2021 / art. 2001 https://doi.org/10.3390/en14072001 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

journal article EST / journal article ENG

66

newspaper article

TalTechi teadur tahab viia elektrikulud nulli lähedalearileht.delfi.ee2023 TalTechi teadur tahab viia elektrikulud nulli lähedale

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67

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Techno-economic analysis and energy forecasting study of domestic and commercial photovoltaic system installations in EstoniaShabbir, Noman; Kütt, Lauri; Raja, Hadi Ashraf; Jawad, Muhammad; Allik, Alo; Husev, OleksandrEnergy2022 / art. 124156 https://doi.org/10.1016/j.energy.2022.124156 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

68

journal article EST / journal article ENG

Time-dependent variations in current harmonic emission by LED lamps in the low-voltage networkIqbal, Muhammad Naveed; Kütt, Lauri; Asad, Bilal; Shabbir, Noman; Rasheed, IftikharElectrical Engineering2021 / p. 1525-1539 : ill https://doi.org/10.1007/s00202-020-01175-4 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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69

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Waveform variation defined model for harmonic current emissions including cross-order supply voltage harmonics influenceDaniel, Kamran; Kütt, Lauri; Iqbal, Muhammad Naveed; Shabbir, Noman; Jarkovoi, Marek; Parker, MartinIEEE Access2023 / p. 42276-42289 : ill https://doi.org/10.1109/ACCESS.2023.3270805 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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

70

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Wind energy forecasting using recurrent neural networksShabbir, Noman; Kütt, Lauri; Jawad, Muhammad; Ahmadiahangar, Roya; Iqbal, Muhammad Naveed; Rosin, Argo2019 Big Data, Knowledge and Control Systems Engineering (BdKCSE)2019 / 5 p. : ill https://doi.org/10.1109/BdKCSE48644.2019.9010593

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71

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Vision towards 5G : comparison of radio propagation models for licensed and unlicensed indoor femtocell sensor networksShabbir, Noman; Kütt, Lauri; Alam, Muhammad Mahtab; Roosipuu, PriitPhysical communication2021 / art. 101371 https://doi.org/10.1016/j.phycom.2021.101371 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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72

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Voltage main harmonic level influence on harmonic current emission modelingDaniel, Kamran; Kütt, Lauri; Iqbal, Muhammad Naveed; Shabbir, Noman; Jarkovoi, Marek; Parker, Martin2023 International Conference on Future Energy Solutions (FES)2023 / p. 1-6 https://doi.org/10.1109/FES57669.2023.10183302

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

73

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XgBoost based short-term electrical load forecasting considering trends & periodicity in historical dataShabbir, Noman; Ahmadiahangar, Roya; Rosin, Argo; Jawad, Muhammad; Kilter, Jako; Martins, Joao2023 IEEE International Conference on Energy Technologies for Future Grids (ETFG)2023 / 6 p https://doi.org/10.1109/ETFG55873.2023.10407926

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Shabbir, Noman (author)

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