National Grid frequency trace
收藏DataCite Commons2026-05-07 更新2026-05-10 收录
下载链接:
https://datadryad.org/dataset/doi:10.5061/dryad.z34tmpgb4
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资源简介:
The attached dataset provides the GB grid frequency every second
for two hours (02.00-04.00) on 1 September 2015 (at some location that I
do not remember). I used it to test some linear stochastic
process models for the frequency as a function of time. On the
2-hour timescale the trace fit reasonably well to an Ornstein-Uhlenbeck
(OU) process with a decay time of around 30 minutes. On a
shorter timescale, in particular the first 3 minutes 20 seconds, the trace
looked smooth so I fitted it to a first-order filtered OU process, which
gave me time constants of 11 minutes and 1.9 seconds. This was
important evidence that a useful model for power imbalance as a function
of time is a filtered white noise. Furthermore, the power
spectrum of the 2-hour trace showed a regime with slope around -4 for
periods shorter than 25 seconds, consistent with being a first-order
filtered OU process, until the Nyquist cutoff at 2 seconds.
提供机构:
Dryad
创建时间:
2020-08-14



