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Scopus Author ID: 56341073300
SciProfiles: 2334809

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Employment (3)

Dubai Electricity and Water Authority PJSC: Dubai, Dubai, AE

2021-09-19 to present | Associate Researcher (Research & Development Centre)
Employment
Source: Self-asserted source
Prajowal Manandhar

National Space Science and Technology Center, UAE University: Al Ain, Abu Dhabi, AE

2019-09-15 to 2021-09-16 | Senior Researcher (Remote Sensing)
Employment
Source: Self-asserted source
Prajowal Manandhar

Khalifa University of Science Technology - Masdar City Campus: Masdar City, Abu Dhabi, AE

2018-11-13 to 2019-08-30 | Postdoctoral Fellow
Employment
Source: Self-asserted source
Prajowal Manandhar

Education and qualifications (1)

Khalifa University of Science Technology: Abu Dhabi, Abu Dhabi, AE

2014-08-01 to 2018-05-31 | PhD in Interdisciplinary Engineering
Education
Source: Self-asserted source
Prajowal Manandhar

Works (28)

A review of current methods and challenges of advanced deep learning-based non-intrusive load monitoring (NILM) in residential context

Energy and Buildings
2024 | Journal article
DOI: 10.1016/j.enbuild.2024.113890
EID:

2-s2.0-85185287320

Part of ISSN: 03787788
Contributors: Rafiq, H.; Manandhar, P.; Rodriguez-Ubinas, E.; Ahmed Qureshi, O.; Palpanas, T.
Source: Self-asserted source
Prajowal Manandhar via Scopus - Elsevier

New Forecasting Metrics Evaluated in Prophet, Random Forest, and Long Short-Term Memory Models for Load Forecasting

Energies
2024-12 | Journal article | Author
DOI: 10.3390/en17236131
Contributors: Prajowal Manandhar; Hasan Rafiq; Edwin Rodriguez-Ubinas; Themis Palpanas
Source: check_circle
Multidisciplinary Digital Publishing Institute

Analysis of residential electricity consumption patterns utilizing smart-meter data: Dubai as a case study

Energy and Buildings
2023 | Journal article
DOI: 10.1016/j.enbuild.2023.113103
EID:

2-s2.0-85156101483

Part of ISSN: 03787788
Contributors: Rafiq, H.; Manandhar, P.; Rodriguez-Ubinas, E.; Barbosa, J.D.; Qureshi, O.A.
Source: Self-asserted source
Prajowal Manandhar via Scopus - Elsevier

Comparative Analysis on the Accuracy of Short-Term Load Forecasting: Using Advanced Approaches in Time Series, Machine Learning, and Deep Learning

SSRN
2023 | Other
DOI: 10.2139/ssrn.4508653
EID:

2-s2.0-85165142453

Part of ISSN: 15565068
Contributors: Manandhar, P.; Rafiq, H.; Palpanas, T.; Rodriguez-Ubinas, E.
Source: Self-asserted source
Prajowal Manandhar via Scopus - Elsevier

Current status, challenges, and prospects of data-driven urban energy modeling: A review of machine learning methods

Energy Reports
2023 | Journal article
DOI: 10.1016/j.egyr.2023.01.094
EID:

2-s2.0-85147441830

Part of ISSN: 23524847
Contributors: Manandhar, P.; Rafiq, H.; Rodriguez-Ubinas, E.
Source: Self-asserted source
Prajowal Manandhar via Scopus - Elsevier

Identification of Micro-Defects in Solar Cells using Electroluminescence Images via Hybrid Approach

2023 Middle East and North Africa Solar Conference, MENA-SC 2023 - Proceedings
2023 | Conference paper
DOI: 10.1109/MENA-SC54044.2023.10374502
EID:

2-s2.0-85183466815

Part of ISBN: 9781665491464
Contributors: Manandhar, P.; Rafiq, H.; Kumar, S.; Qureshi, O.A.; Rodriguez-Ubinas, E.
Source: Self-asserted source
Prajowal Manandhar via Scopus - Elsevier

Impacts of Photovoltaic Modules on Residential Buildings in Dubai

2023 Middle East and North Africa Solar Conference, MENA-SC 2023 - Proceedings
2023 | Conference paper
DOI: 10.1109/MENA-SC54044.2023.10374520
EID:

2-s2.0-85183461719

Part of ISBN: 9781665491464
Contributors: Manandhar, P.; Alzarouni, S.; Trepci, E.; Rafiq, H.; Rodriguez-Ubinas, E.
Source: Self-asserted source
Prajowal Manandhar via Scopus - Elsevier

Quantitative assessment of the HVAC system of zero-energy houses of the Solar Decathlon Middle East 2021

Energy Reports
2023 | Journal article
DOI: 10.1016/j.egyr.2023.05.042
EID:

2-s2.0-85161347084

Part of ISSN: 23524847
Contributors: Qureshi, O.A.; Trepci, E.; Shahzad, A.A.; Manandhar, P.; Rodriguez-Ubinas, E.
Source: Self-asserted source
Prajowal Manandhar via Scopus - Elsevier

Short-term solar radiation forecast using total sky imager via transfer learning

Energy Reports
2023 | Journal article
DOI: 10.1016/j.egyr.2022.11.087
EID:

2-s2.0-85142166305

Part of ISSN: 23524847
Contributors: Manandhar, P.; Temimi, M.; Aung, Z.
Source: Self-asserted source
Prajowal Manandhar via Scopus - Elsevier

Understanding Energy Behavioral Changes Due to COVID-19 in the Residents of Dubai Using Electricity Consumption Data and Their Impacts

Energies
2023 | Journal article
DOI: 10.3390/en16010285
EID:

2-s2.0-85145661330

Part of ISSN: 19961073
Contributors: Manandhar, P.; Rafiq, H.; Rodriguez-Ubinas, E.; Barbosa, J.D.; Qureshi, O.A.; Tarek, M.; Sgouridis, S.
Source: Self-asserted source
Prajowal Manandhar via Scopus - Elsevier
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Critical Feature Selection and Machine Learning-based Models for Monofacial and Bifacial Photovoltaics

Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST
2022 | Conference paper
DOI: 10.1007/978-3-031-20398-5_12
EID:

2-s2.0-85144218707

Part of ISBN: 9783031203978
Part of ISSN: 1867822X 18678211
Contributors: Shahzad, A.A.; Manandhar, P.; Qureshi, O.A.; Baloch, A.A.B.; Rodriguez-Ubinas, E.; Alberts, V.; Sgouridis, S.
Source: Self-asserted source
Prajowal Manandhar via Scopus - Elsevier

Tilt correction to maximize energy yield from bifacial PV modules

IOP Conference Series: Earth and Environmental Science
2022 | Conference paper
DOI: 10.1088/1755-1315/1008/1/012008
EID:

2-s2.0-85129201147

Part of ISSN: 17551315 17551307
Contributors: Barbosa, J.D.; Ansari, A.S.; Manandhar, P.; Qureshi, O.A.; Rodriguez Ubinas, E.I.; Alberts, V.; Sgouridis, S.
Source: Self-asserted source
Prajowal Manandhar via Scopus - Elsevier

Automatic generation of seamless mosaics using invariant features

Remote Sensing
2021 | Journal article
DOI: 10.3390/rs13163094
EID:

2-s2.0-85112297565

Part of ISSN: 20724292
Contributors: Manandhar, P.; Jalil, A.; Alhashmi, K.; Marpu, P.
Source: Self-asserted source
Prajowal Manandhar via Scopus - Elsevier

Generation of Detailed Classification Maps using High-Resolution Satellite Images At Country-wide Scale

2021 IEEE India Geoscience and Remote Sensing Symposium, InGARSS 2021 - Proceedings
2021 | Conference paper
DOI: 10.1109/InGARSS51564.2021.9792021
EID:

2-s2.0-85133165202

Part of ISBN: 9781665442497
Contributors: Manandhar, P.; Jalil, A.; Zehi, S.; Fareaa, S.; Marpu, P.R.; Alaydaroos, F.
Source: Self-asserted source
Prajowal Manandhar via Scopus - Elsevier

Using Occupant's Data for Electricity Load Prediction based on Machine Learning

Proceedings - 2021 2nd International Conference on Electronics, Communications and Information Technology, CECIT 2021
2021 | Conference paper
DOI: 10.1109/CECIT53797.2021.00225
EID:

2-s2.0-85128688399

Part of ISBN: 9781665437578
Contributors: Manandhar, P.; Lin, M.; Ramirez, J.D.B.; Rodriguez-Ubinas, E.
Source: Self-asserted source
Prajowal Manandhar via Scopus - Elsevier

A study of local climate zones in Abu Dhabi with Urban weather stations and numerical simulations

Sustainability (Switzerland)
2020 | Journal article
DOI: 10.3390/SU12010156
EID:

2-s2.0-85079611939

Part of ISSN: 20711050
Contributors: Manandhar, P.; Bande, L.; Tsoupos, A.; Marpu, P.R.; Armstrong, P.
Source: Self-asserted source
Prajowal Manandhar via Scopus - Elsevier

Characterization of local climate zones using ENVI-met and site data in the city of Al-Ain, UAE

International Journal of Sustainable Development and Planning
2020 | Journal article
DOI: 10.18280/ijsdp.150517
EID:

2-s2.0-85089694897

Part of ISSN: 1743761X 17437601
Contributors: Bande, L.; Manandhar, P.; Ghazal, R.; Marpu, P.
Source: Self-asserted source
Prajowal Manandhar via Scopus - Elsevier

Local Climate Zones Definition in Relation to ENVI-met in the City of Dubai, UAE.

IOP Conference Series: Materials Science and Engineering
2020 | Conference paper
DOI: 10.1088/1757-899X/829/1/012013
EID:

2-s2.0-85085560457

Part of ISSN: 1757899X 17578981
Contributors: Bande, L.; Manandhar, P.; Marpu, P.; Battah, M.A.
Source: Self-asserted source
Prajowal Manandhar via Scopus - Elsevier

Towards Generating the Habitat Maps for UAE using a Transfer Learning Approach

2020 Mediterranean and Middle-East Geoscience and Remote Sensing Symposium, M2GARSS 2020 - Proceedings
2020 | Conference paper
DOI: 10.1109/M2GARSS47143.2020.9105128
EID:

2-s2.0-85086723776

Part of ISBN: 9781728121901
Contributors: Manandhar, P.; Hashmi, K.A.; Marpu, P.R.; Alaydaroos, F.
Source: Self-asserted source
Prajowal Manandhar via Scopus - Elsevier

Change detection and transfer learning approach for updating the habitat maps in UAE

International Geoscience and Remote Sensing Symposium (IGARSS)
2019 | Conference paper
DOI: 10.1109/IGARSS.2019.8900490
EID:

2-s2.0-85098935230
Contributors: Manandhar, P.; Marpu, P.R.
Source: Self-asserted source
Prajowal Manandhar via Scopus - Elsevier

Evaluating the effectiveness of outdoor evaporative cooling in a hot, arid climate

Building and Environment
2019 | Journal article
DOI: 10.1016/j.buildenv.2019.01.016
EID:

2-s2.0-85060091526

Part of ISSN: 03601323
Contributors: Dhariwal, J.; Manandhar, P.; Bande, L.; Marpu, P.; Armstrong, P.; Reinhart, C.F.
Source: Self-asserted source
Prajowal Manandhar via Scopus - Elsevier

Towards automatic extraction and updating of VGI-based road networks using deep learning

Remote Sensing
2019 | Journal article
DOI: 10.3390/rs11091012
EID:

2-s2.0-85065727619

Part of ISSN: 20724292
Contributors: Manandhar, P.; Marpu, P.R.; Aung, Z.; Melgani, F.
Source: Self-asserted source
Prajowal Manandhar via Scopus - Elsevier

An Ensemble Approach to Transfer Learning for Classification of Habitat Mapping

2018 International Conference on Signal Processing and Information Security, ICSPIS 2018
2018 | Conference paper
DOI: 10.1109/CSPIS.2018.8642722
EID:

2-s2.0-85063499693

Part of ISBN: 9781728102573
Contributors: Manandhar, P.; Marpu, P.R.; Aung, Z.
Source: Self-asserted source
Prajowal Manandhar via Scopus - Elsevier

Deep Learning Approach to Update Road Network using VGI Data

2018 International Conference on Signal Processing and Information Security, ICSPIS 2018
2018 | Conference paper
DOI: 10.1109/CSPIS.2018.8642728
EID:

2-s2.0-85063519713

Part of ISBN: 9781728102573
Contributors: Manandhar, P.; Marpu, P.R.; Aung, Z.
Source: Self-asserted source
Prajowal Manandhar via Scopus - Elsevier

Segmentation based traversing-agent approach for road width extraction from satellite images using volunteered geographic information

Applied Computing and Informatics
2018 | Journal article
DOI: 10.1016/j.aci.2018.07.004
EID:

2-s2.0-85106392560

Part of ISSN: 22108327 26341964
Contributors: Manandhar, P.; Marpu, P.R.; Aung, Z.
Source: Self-asserted source
Prajowal Manandhar via Scopus - Elsevier

Urban climate data sensing, warehousing, and analysis: A case study in the city of Abu Dhabi, United Arab Emirates

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2018 | Conference paper
DOI: 10.1007/978-3-030-04303-2_12
EID:

2-s2.0-85057234175

Part of ISBN: 9783030043025
Part of ISSN: 16113349 03029743
Contributors: Manandhar, P.; Marpu, P.R.; Aung, Z.
Source: Self-asserted source
Prajowal Manandhar via Scopus - Elsevier

Segmentation based building detection in high resolution satellite images

International Geoscience and Remote Sensing Symposium (IGARSS)
2017 | Conference paper
DOI: 10.1109/IGARSS.2017.8127823
EID:

2-s2.0-85041833445

Part of ISBN: 9781509049516
Contributors: Manandhar, P.; Aung, Z.; Marpu, P.R.
Source: Self-asserted source
Prajowal Manandhar via Scopus - Elsevier

Towards practical anomaly-based intrusion detection by outlier mining on TCP packets

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2014 | Conference paper
DOI: 10.1007/978-3-319-10085-2_14
EID:

2-s2.0-84958538934

Part of ISBN: 9783319100845
Part of ISSN: 16113349 03029743
Contributors: Manandhar, P.; Aung, Z.
Source: Self-asserted source
Prajowal Manandhar via Scopus - Elsevier

Peer review (1 review for 1 publication/grant)

Review activity for PloS one. (1)
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