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As can be seen from Fig. 10, the forecasting error fluctuates drastically with large amplitude.
The deterministic error fluctuates greatly and reaches up to 400 kW more than once, while the absolute value of the deviation from stochastic expectation model is relatively small and the changes are more stable compared with the deterministic prediction; only at 22 00 does it reach up to 400 kW.
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Relative errors fluctuate with the change of modification coefficient.
In the case of the UK (left panel), the P-spline model and our model provide a satisfactory fit; their errors fluctuate around zero, resulting in mean absolute errors of 0.17 and 0.16 years, respectively.
The sharper the positioning error curve fluctuates, the bigger the corresponding PCI value is, which means that the recent positioning results are not stable.
The length of 95% confidence interval of MCF are respectively 0.1%, 0.6%, 1.2%, and 2%, indicating that the sampling error slightly fluctuates the value of MCF; however, only 0.2% (1 out of 415) of the detected mutations, which is on the boundary of our cutoff, will be affected by this fluctuation, not changing the overall results (Author response image 11).
By combining the backstepping and DSC methods, a bounded control input is designed to ensure that all signals of the closed-loop system are bounded and the tracking error can fluctuate around the origin within a small neighborhood.
Normal variation in hybridization conditions and sequencing runs will likely cause the relative contribution of each of these sources of error to fluctuate between individual samples and sequencing runs.
However, as in Figure 10c and 10d it was easily affected by the perception module errors and fluctuate a lot before converging.
Therefore, the localization error decreases and fluctuates in a relatively stable range.
The calibration modeling error starts to fluctuate around its extremum after a certain number of measurements, which obviously shows the limits of the deterministic modeling by means of ray tracing.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com