2023
DOI: 10.3389/fenrg.2023.1288683
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Advancements in super-resolution methods for smart meter data

Malin Iversen,
Mehak Khan,
Amir Miraki
et al.

Abstract: This paper presents a comprehensive review of super-resolution methods for smart meter data analysis. Smart meters provide valuable insights into household electricity consumption, but their low-frequency data limits the ability to capture detailed patterns. Super-resolution techniques address this challenge through the reconstruction of high-resolution data from low-resolution measurements. The review covers both non-machine learning-based methods (interpolation, signal processing, and statistics) and machine… Show more

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