LSTM and RBFNN Based Univariate and Multivariate Forecasting of Day-ahead Solar Irradiance for Atlantic Region in Canada and Mediterranean Region in Libya

Najiya Omar; Hamed Aly; Timothy Little

doi:10.1109/CEEPE51765.2021.9475652

LSTM and RBFNN Based Univariate and Multivariate Forecasting of Day-ahead Solar Irradiance for Atlantic Region in Canada and Mediterranean Region in Libya

Najiya Omar, Hamed Aly, Timothy Little

Institutional Research Division

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

4 Citations (Scopus)

Original language	English
Title of host publication	2021 4th International Conference on Energy, Electrical and Power Engineering, CEEPE 2021
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	1130-1135
Number of pages	6
ISBN (Electronic)	9781665433631
DOIs	https://doi.org/10.1109/CEEPE51765.2021.9475652
Publication status	Published - Apr 23 2021
Event	4th International Conference on Energy, Electrical and Power Engineering, CEEPE 2021 - Chongqing, China Duration: Apr 23 2021 → Apr 25 2021

Publication series

Name	2021 4th International Conference on Energy, Electrical and Power Engineering, CEEPE 2021

Conference

Conference	4th International Conference on Energy, Electrical and Power Engineering, CEEPE 2021
Country/Territory	China
City	Chongqing
Period	4/23/21 → 4/25/21

ASJC Scopus Subject Areas

Information Systems and Management
Energy Engineering and Power Technology
Renewable Energy, Sustainability and the Environment
Electrical and Electronic Engineering
Safety, Risk, Reliability and Quality
Control and Optimization
Instrumentation

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

Access to Document

10.1109/CEEPE51765.2021.9475652

Cite this

Omar, N., Aly, H., & Little, T. (2021). LSTM and RBFNN Based Univariate and Multivariate Forecasting of Day-ahead Solar Irradiance for Atlantic Region in Canada and Mediterranean Region in Libya. In 2021 4th International Conference on Energy, Electrical and Power Engineering, CEEPE 2021 (pp. 1130-1135). Article 9475652 (2021 4th International Conference on Energy, Electrical and Power Engineering, CEEPE 2021). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/CEEPE51765.2021.9475652

LSTM and RBFNN Based Univariate and Multivariate Forecasting of Day-ahead Solar Irradiance for Atlantic Region in Canada and Mediterranean Region in Libya. / Omar, Najiya; Aly, Hamed; Little, Timothy.
2021 4th International Conference on Energy, Electrical and Power Engineering, CEEPE 2021. Institute of Electrical and Electronics Engineers Inc., 2021. p. 1130-1135 9475652 (2021 4th International Conference on Energy, Electrical and Power Engineering, CEEPE 2021).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Omar, N, Aly, H & Little, T 2021, LSTM and RBFNN Based Univariate and Multivariate Forecasting of Day-ahead Solar Irradiance for Atlantic Region in Canada and Mediterranean Region in Libya. in 2021 4th International Conference on Energy, Electrical and Power Engineering, CEEPE 2021., 9475652, 2021 4th International Conference on Energy, Electrical and Power Engineering, CEEPE 2021, Institute of Electrical and Electronics Engineers Inc., pp. 1130-1135, 4th International Conference on Energy, Electrical and Power Engineering, CEEPE 2021, Chongqing, China, 4/23/21. https://doi.org/10.1109/CEEPE51765.2021.9475652

Omar N, Aly H, Little T. LSTM and RBFNN Based Univariate and Multivariate Forecasting of Day-ahead Solar Irradiance for Atlantic Region in Canada and Mediterranean Region in Libya. In 2021 4th International Conference on Energy, Electrical and Power Engineering, CEEPE 2021. Institute of Electrical and Electronics Engineers Inc. 2021. p. 1130-1135. 9475652. (2021 4th International Conference on Energy, Electrical and Power Engineering, CEEPE 2021). doi: 10.1109/CEEPE51765.2021.9475652

Omar, Najiya ; Aly, Hamed ; Little, Timothy. / LSTM and RBFNN Based Univariate and Multivariate Forecasting of Day-ahead Solar Irradiance for Atlantic Region in Canada and Mediterranean Region in Libya. 2021 4th International Conference on Energy, Electrical and Power Engineering, CEEPE 2021. Institute of Electrical and Electronics Engineers Inc., 2021. pp. 1130-1135 (2021 4th International Conference on Energy, Electrical and Power Engineering, CEEPE 2021).

@inproceedings{9d6cbebf527f40bcb789225741f05a64,

title = "LSTM and RBFNN Based Univariate and Multivariate Forecasting of Day-ahead Solar Irradiance for Atlantic Region in Canada and Mediterranean Region in Libya",

author = "Najiya Omar and Hamed Aly and Timothy Little",

note = "Publisher Copyright: {\textcopyright} 2021 IEEE.; 4th International Conference on Energy, Electrical and Power Engineering, CEEPE 2021 ; Conference date: 23-04-2021 Through 25-04-2021",

year = "2021",

month = apr,

day = "23",

doi = "10.1109/CEEPE51765.2021.9475652",

language = "English",

series = "2021 4th International Conference on Energy, Electrical and Power Engineering, CEEPE 2021",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

pages = "1130--1135",

booktitle = "2021 4th International Conference on Energy, Electrical and Power Engineering, CEEPE 2021",

address = "United States",

}

TY - GEN

T1 - LSTM and RBFNN Based Univariate and Multivariate Forecasting of Day-ahead Solar Irradiance for Atlantic Region in Canada and Mediterranean Region in Libya

AU - Omar, Najiya

AU - Aly, Hamed

AU - Little, Timothy

PY - 2021/4/23

Y1 - 2021/4/23

UR - http://www.scopus.com/inward/record.url?scp=85111425582&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=85111425582&partnerID=8YFLogxK

U2 - 10.1109/CEEPE51765.2021.9475652

DO - 10.1109/CEEPE51765.2021.9475652

M3 - Conference contribution

AN - SCOPUS:85111425582

T3 - 2021 4th International Conference on Energy, Electrical and Power Engineering, CEEPE 2021

SP - 1130

EP - 1135

BT - 2021 4th International Conference on Energy, Electrical and Power Engineering, CEEPE 2021

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 4th International Conference on Energy, Electrical and Power Engineering, CEEPE 2021

Y2 - 23 April 2021 through 25 April 2021

ER -

LSTM and RBFNN Based Univariate and Multivariate Forecasting of Day-ahead Solar Irradiance for Atlantic Region in Canada and Mediterranean Region in Libya

Publication series

Conference

ASJC Scopus Subject Areas

UN SDGs

Access to Document

Other files and links

Fingerprint

Cite this