A Review on Neural Network Based Models for Short Term Solar Irradiance Forecasting

Abbas Mohammed Assaf; Habibollah Haron; Haza Nuzly Abdull Hamed; Fuad A. Ghaleb; Sultan Noman Qasem; Abdullah M. Albarrak

doi:10.3390/app13148332

A Review on Neural Network Based Models for Short Term Solar Irradiance Forecasting

Abbas Mohammed Assaf^*, Habibollah Haron^*, Haza Nuzly Abdull Hamed, Fuad A. Ghaleb, Sultan Noman Qasem, Abdullah M. Albarrak

^*Corresponding author for this work

Research output: Contribution to journal › Review article › peer-review

13 Citations (SciVal)

Original language	English
Article number	8332
Journal	Applied Sciences (Switzerland)
Volume	13
Issue number	14
DOIs	https://doi.org/10.3390/app13148332
Publication status	Published (VoR) - 19 Jul 2023

Keywords

Attention Mechanism
Convolutional Neural Network
deep learning
Generative Adversarial Network
hybrid model
Long Short-Term Memory
solar irradiance forecasting

Access to Document

10.3390/app13148332

Cite this

@article{e5b625ef8dc34a8ba7d296dbff0fac4c,

title = "A Review on Neural Network Based Models for Short Term Solar Irradiance Forecasting",

keywords = "Attention Mechanism, Convolutional Neural Network, deep learning, Generative Adversarial Network, hybrid model, Long Short-Term Memory, solar irradiance forecasting",

author = "Assaf, {Abbas Mohammed} and Habibollah Haron and {Abdull Hamed}, {Haza Nuzly} and Ghaleb, {Fuad A.} and Qasem, {Sultan Noman} and Albarrak, {Abdullah M.}",

note = "Publisher Copyright: {\textcopyright} 2023 by the authors.",

year = "2023",

month = jul,

day = "19",

doi = "10.3390/app13148332",

language = "English",

volume = "13",

journal = "Applied Sciences (Switzerland)",

issn = "2076-3417",

publisher = "MDPI",

number = "14",

}

TY - JOUR

T1 - A Review on Neural Network Based Models for Short Term Solar Irradiance Forecasting

AU - Assaf, Abbas Mohammed

AU - Haron, Habibollah

AU - Abdull Hamed, Haza Nuzly

AU - Ghaleb, Fuad A.

AU - Qasem, Sultan Noman

AU - Albarrak, Abdullah M.

PY - 2023/7/19

Y1 - 2023/7/19

KW - Attention Mechanism

KW - Convolutional Neural Network

KW - deep learning

KW - Generative Adversarial Network

KW - hybrid model

KW - Long Short-Term Memory

KW - solar irradiance forecasting

UR - http://www.scopus.com/inward/record.url?scp=85166235190&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=85166235190&partnerID=8YFLogxK

U2 - 10.3390/app13148332

DO - 10.3390/app13148332

M3 - Review article

SN - 2076-3417

VL - 13

JO - Applied Sciences (Switzerland)

JF - Applied Sciences (Switzerland)

IS - 14

M1 - 8332

ER -

A Review on Neural Network Based Models for Short Term Solar Irradiance Forecasting

Keywords

Access to Document

Other files and links

Cite this