Emerging Harris Hawks Optimization based load demand forecasting and optimal sizing of stand-alone hybrid renewable energy systems– A case study of Kano and Abuja, Nigeria

Emerging Harris Hawks Optimization based load demand forecasting and optimal sizing of stand-alone hybrid renewable energy systems– A case study of Kano and Abuja, Nigeria

This paper presents load forecasting and optimal sizing for minimizing the Annualized Cost of the System (ACS) of a stand-alone photovoltaic (PV)/wind/battery hybrid renewable energy system. To achieve load forecasting, the Support Vector Regression (SVR) was integrated with the emerging Harris Hawk...

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Bibliographic Details
Main Authors: S.I. Abba, Bara'u Gafai Najashi, Abdulazeez Rotimi, Bashir Musa, Nasser Yimen, S.J. Kawu, S.M. Lawan, Mustafa Dagbasi
Format: Article
Language:English
Published: Elsevier 2021-12-01
Series:Results in Engineering
Subjects:
Forecasting
Harris-hawks
Load demand
Optimal sizing
Particle swarm optimization
Annualized cost of the system
Online Access:http://www.sciencedirect.com/science/article/pii/S259012302100061X

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http://www.sciencedirect.com/science/article/pii/S259012302100061X

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