Load estimation of domestic smart meter measurements using moving average and moving median techniques

Al-Wakeel, Ali ORCID: https://orcid.org/0000-0003-4970-7309, Wu, Jianzhong ORCID: https://orcid.org/0000-0001-7928-3602 and Jenkins, Nick ORCID: https://orcid.org/0000-0003-3082-6260 2019. Load estimation of domestic smart meter measurements using moving average and moving median techniques. Presented at: International Conference on Applied Energy, Västerås, Sweden, 12-15 Aug 2019.

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Abstract

In this paper, the performance of the moving average and moving median load estimation techniques is investigated using aggregated measurements of domestic smart meters. The load estimation techniques were tested using forward and backward walk approaches. Forward walk aims to estimate future load measurements using past measurements while backward walk estimates missing past measurements of the load using more recent measurements. Simulation results show that the moving average combined with forward walk produces load estimates with higher accuracies than the moving median and backward walk.

Item Type:	Conference or Workshop Item (Paper)
Status:	Unpublished
Schools:	Engineering
Date of First Compliant Deposit:	16 October 2019
Last Modified:	04 Jan 2023 02:08
URI:	https://orca.cardiff.ac.uk/id/eprint/126060

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