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Jawad, Muhammad (author)

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1

book article

Analytics-driven BESS control mechanism for congestion management in distribution networksShabbir, Noman; Kütt, Lauri; Astapov, Victor; Daniel, Kamran; Jawad, Muhammad; Sardar, Muhammad Usman2025 IEEE Texas Power and Energy Conference (TPEC)2025 / p. 1-6 https://doi.org/10.1109/TPEC63981.2025.10907051 Article at Scopus Article at WOS

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journal article EST / journal article ENG

Battery size optimization with customer PV installations and domestic load profileShabbir, Noman; Kütt, Lauri; Astapov, Victor; Jawad, Muhammad; Allik, Alo; Husev, OleksandrIEEE Access2022 / p. 13012-13025 : ill https://doi.org/10.1109/ACCESS.2022.3147977 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

journal article EST / journal article ENG
Related publications 1
- Residential energy management system to support increased renewable penetration = Taastuvenergiaallikate kasutustihedust toetav energiahaldussüsteem
3

journal article EST / journal article ENG

A cost-effective electric vehicle intelligent charge scheduling method for commercial smart parking lots using a simplified convex relaxation techniqueJawad, Muhammad; Qureshi, Muhammad Bilal; Ali, Sahibzada Muhammad; Shabbir, Noman; Khan, Muhammad Usman; Aloraini, Afnan; Nawaz, RaheelSensors2020 / p. 1-19 https://doi.org/10.3390/s20174842 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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4

journal article EST / journal article ENG

A detailed testing procedure of numerical differential protection relay for EHV auto transformerEhsan, Umer; Jawad, Muhammad; Javed, Umar; Zaidi, Khurram Shabih; Rehman, Ateeq Ur; Rassõlkin, Anton; Althobaiti, Maha M.; Hamam, Habib; Shafiq, MuhammadEnergies2021 / art. 8447 https://doi.org/10.3390/en14248447 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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5

book article

Distributed average integral control based energy management modelShaukat, Neelofar; Khan, Bilal; Qureshi, Muhammad Bilal; Jawad, Muhammad; Shabbir, Noman; Daniel, Kamran2023 IEEE International Conference on Energy Technologies for Future Grids (ETFG)2023 / 5 p https://doi.org/10.1109/ETFG55873.2023.10407358

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6

journal article EST / journal article ENG

Economic analysis and impact on national grid by domestic photovoltaic system installations in PakistanShabbir, Noman; Usman, Muhammad; Jawad, Muhammad; Zafar, Muhammad H.; Iqbal, Muhammad Naveed; Kütt, LauriRenewable energy2020 / p. 509-521 : ill https://doi.org/10.1016/j.renene.2020.01.114 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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7

journal article EST / journal article ENG

Enhancing PV hosting capacity and mitigating congestion in distribution networks with deep learning based PV forecasting and battery managementShabbir, Noman; Kütt, Lauri; Astapov, Victor; Daniel, Kamran; Jawad, Muhammad; Husev, Oleksandr; Rosin, Argo; Martins, JoaoApplied energy2024 / art. 123770 https://doi.org/10.1016/j.apenergy.2024.123770 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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8

journal article EST / journal article ENG

Forecasting of energy consumption and production using recurrent neural networksShabbir, Noman; Kütt, Lauri; Jawad, Muhammad; Iqbal, Muhammad Naveed; Shams Ghahfarokhi, PayamAdvances 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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9

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Multi-step ahead short-term residential DC load forecasting : A comparative study of NGBoost-based algorithmsShabbir, Noman; Husev, Oleksandr; Nourollahi Hokmabad, Hossein; Daniel, Kamran; Jawad, Muhammad; Martins, Joao2025 IEEE Seventh International Conference on DC Microgrids (ICDCM)2025 / 6 p https://doi.org/10.1109/ICDCM63994.2025.11144710 Article at Scopus Article at WOS

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10

book article

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

book article
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journal article EST / journal article ENG

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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12

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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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13

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 Article at Scopus Article at WOS

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14

journal article EST / journal article ENG

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

journal article EST / journal article ENG
Related publications 1
- Residential energy management system to support increased renewable penetration = Taastuvenergiaallikate kasutustihedust toetav energiahaldussüsteem
15

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

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16

journal article EST / journal article ENG

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
17

journal article EST / journal article ENG

Two-Stage Optimization-Learning Framework for Uncertainty-Aware Multi-Zonal Data Center Energy ManagementRafique, Abubakar; Yu, Xiaojun; Jawad, Muhammad; Song, Qun; Yuan, Zhaohui; Sadiq, Muhammad Tariq; Daniel, Kamran; Shabbir, NomanEnergies2026 / art. 1736 https://doi.org/10.3390/en19071736

journal article EST / journal article ENG
18

book article

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

book article
19

book article EST / book article ENG

XGBoost based day ahead solar energy generation forecasting using trends and periodicity features in historical and weather dataShabbir, Noman; Daniel, Kamran; Rosin, Argo; Raja, Hadi Ashraf; Jawad, Muhammad; Martins, Joao2025 IEEE XXXII International Conference on Electronics, Electrical Engineering and Computing (INTERCON)2025 / 6 p https://doi.org/10.1109/INTERCON67304.2025.11244700

book article EST / book article ENG
20

book article

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

book article

Number of records 20, displaying 1 - 20

1. Ahmad, Jawad
2. Chaudry, Altamash Jawad
3. Hussain Shahzad, Syed Jawad
4. Shahzad, Jawad
5. Shahzad, Syed Jawad Hussain
6. Alam, Mahtab Muhammad
7. Alam, Muhammad Mahtab
8. Ali, Muhammad Intizar
9. Ashraf, Muhammad Zeeshan
10. Hassan, Muhammad
11. Iqbal, Muhammad Naveed
12. Khan, Sikandar Muhammad Zulqarnain
13. Mahtab Alam, Muhammad
14. Mubasher, Muhammad
15. Muhammad Adeel Tajammul
16. Muhammad Mahtab Alam
17. Muhammad, Naveed 1983-
18. Munir, Muhammad Sohaib
19. Naseer, Muhammad Usman
20. Prawirasasra, Muhammad Saladin
21. Qadar, Rana Muhammad Arslan
22. Rashid, Muhammad Haroon
23. Sardar, Muhammad Usman
24. Shafiq, Muhammad
25. Tajammul, Muhammad Adeel

1. Alam, Muhammad Mahtab
2. Iqbal, Muhammad Naveed
3. Khan, Sikandar Muhammad Zulqarnain
4. Muhammad, Yar
5. Prawirasasra, Muhammad Saladin
6. Rashid, Muhammad Haroon
7. Shafiq, Muhammad

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