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Based on different load templates, cases are also simulated and analyzed.
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The generic Class1 DUC weekday load templates in different seasons are depicted in Fig. 10a.
When the smart meters have at least p≥k different load profile forecasts (F_{i}in mathbb {R}^{k}) within the privacy ball of a given template load profile (Lin mathbb {R}^{k}), i.e., in the linear part of Fig. 5, they can simply read out the p original distances d i =d(L,F i ) of their known load profile forecasts to the given template load profile.
Open image in new window Fig. 10 Generic load profile templates Open image in new window Fig. 11 Energy management results with different load profiles.
Regarding the DUC load template, the trends in different seasons and days (weekday or weekend) are different.
However, in a practical setting like in Section 5, with 96 values of 16 bits size, this would require the utility to provide a total of (phantom {dot {i}!}2^{{16}^{96}} > 10^{{10}^{115}}) different template load profiles, which is clearly infeasible.
The load template used in Sect.
c In different loading volumes.
Typical per-unit base load curves, chosen from the base load template pool, are shown in Fig. 7a, b.
Two rollers (different loads) were used.
The bulk loader loads tab-delimited files using loading templates (not the same as template files).
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