Prototype Instrumentation for the Spatial and Temporal Characterisation of Voltage Supply Based on Two-Dimensional Higher-Order Statistics

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2025Departamento/s
Ingeniería en Automática, Electrónica, Arquitectura y Redes de ComputadoresFuente
Energies - 2025, Vol. 18 n. 1 pp. 1-17Resumen
This paper presents a proof-of-concept of a versatile Power Quality (PQ) analyser
for tracking the voltage supply in industrial and residential sectors. It implements 2D
Higher-Order Statistics (HOS) to assess voltage quality, based more on the sinusoidal waveform than on power fluctuations. Beyond the second-order parameters and permissible
deviations regulated by the norm, EN 50160, the two-dimensional traces and probability
density functions, along with a previously studied differential index, manage to identify
different states of the electrical grid. Waveforms were measured in the wall plugs of a public
building. In regard to analysing reliability and voltage waveform, the results corroborate
that incorporating skewness and kurtosis indicators improves the characterisation, as well
as extracting the customers’ supply behaviour under normal and anomalous operations.
The instrument showed good behaviour in site characterisation, and the implemented
method was considered as a probabilistic approach for the risk assessment of an installation. The prototype was tested in the facilities of a public building of the university, being
able to detect deviations in 10 s traces of 3.9% in variance and 0.6% in kurtosis.
Materias
energy data; higher-order statistics; measurement instrument; network voltage status; power quality trackingColecciones
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