Influence of Data Sampling Frequency on Household Consumption Load Profile Features: A Case Study in Spain

• Published in: Sensors (Basel, Switzerland) Vol. 20; no. 21; p. 6034
• Main Authors: Hernandez, J. C., Sanchez-Sutil, F., Cano-Ortega, A., Baier, C. R.
• Format: Journal Article
• Language: English
• Published: Basel MDPI AG 23.10.2020; MDPI
• Subjects: Accuracy; advanced metering infrastructure; Algorithms; Autocorrelation; Bias; Data compression; Data sampling; Datasets; electric load profile; Electricity; Energy; Households; Load fluctuation; smart meter; Statistical analysis; temporal data granularity; Temporal resolution; time series; time slices; Spain

Smart meter (SM) deployment in the residential context provides a vast amount of data of high granularity at the individual household level. In this context, the choice of temporal resolution for describing household load profile features has a crucial impact on the results of any action or assessme...