Photovoltaic power prediction method
A power prediction and photovoltaic technology, applied in the field of data processing, can solve problems such as local optimization of network parameters, achieve the effect of improving prediction accuracy and reducing training errors
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[0117] image 3 for figure 1 An implementation of preprocessing the historical weather data and historical output power in step S102 in step S102 includes two steps S301 to S302:
[0118] S301: Clean historical weather data and historical output power.
[0119] It should be noted that the specific process of cleaning historical weather data and historical output power can be found in the prior art, or see Figure 4 The specific process shown.
[0120] Such as Figure 4 As shown, step S301 includes three steps from S401 to S403:
[0121] S401: Determine whether there is an abnormal value or missing data in historical weather data and / or historical output power.
[0122] It should be noted that, to determine whether there is an abnormal value in historical weather data and / or historical output power, the judgment is mainly performed by drawing a numerical curve, and the abnormal value appears as a glitch on the curve. Judging whether there is a lack of data in historical weather data an...
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