Monthly electrical energy consumption modeling using ant lion optimizer

Yesilbudak, Mehmet, Sagliyan, Ozge and Colak, Ayse 2019. Monthly electrical energy consumption modeling using ant lion optimizer. Presented at: 8th International Conference on Renewable Energy Research and Applications (ICRERA), Brasov, Romania, 3-6 Nov 2019. 2019 8th International Conference on Renewable Energy Research and Applications (ICRERA). IEEE, pp. 977-981. 10.1109/ICRERA47325.2019.8996557

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Abstract

This study concentrates on the application of ant lion optimizer in the monthly electrical energy consumption modeling. For this purpose, daily electrical energy consumption recorded for spring and summer seasons of Turkey is used as the output variable. For the same time period, daily average temperature, daily average wind speed, daily average humidity, daily average rainfall and daily total global solar radiation are utilized as the input variables affecting the electrical energy consumption. Many efficient consumption models are developed on the monthly basis and their modeling results are extensively compared in terms of different accuracy measures. In both seasons, commonly, the electrical energy consumption curves estimated by the ant lion optimizer-based exponential model shows good agreement with the actual ones.

Item Type:	Conference or Workshop Item (Paper)
Date Type:	Publication
Status:	Published
Schools:	Engineering
Publisher:	IEEE
ISBN:	9781728135878
ISSN:	2572-6013
Last Modified:	20 Oct 2021 01:11
URI:	https://orca.cardiff.ac.uk/id/eprint/130426

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