A foundation cloud picture restoration method based on an improved Criminisi algorithm

A ground-based cloud image and repair method technology, which is applied in computing, image enhancement, image analysis, etc., can solve problems such as incomplete cloud image information, and achieve the effect of simple structure

Active Publication Date: 2019-05-07
TIANJIN UNIV
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  • Description
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AI Technical Summary

Problems solved by technology

TSI equipment solves the cloud image observation problem to a certain extent, but because there is a shading band on the mirror surface of the TSI equipment, and the mechanical arm used to support the lens is also projected on the mirror surface, the obtain

Method used

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  • A foundation cloud picture restoration method based on an improved Criminisi algorithm
  • A foundation cloud picture restoration method based on an improved Criminisi algorithm
  • A foundation cloud picture restoration method based on an improved Criminisi algorithm

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Embodiment Construction

[0040] In order to overcome the deficiencies of the prior art, the present invention aims to propose a new restoration method of the ground-based cloud image, which can better repair the image of the ground-based cloud image and expand the effective area of ​​the cloud image. The TSI equipment is used to collect the ground-based cloud image, combined with the geographical location information, the positions of the shading belt and the lens arm in the cloud image are automatically marked, that is, the area to be repaired is determined, and then the improved Criminisi algorithm is used to repair the ground-based cloud image. The flow chart of technical scheme of the present invention is as figure 1 As shown, it mainly includes the following:

[0041] 1. Location extraction of the area to be repaired

[0042] 1) Determine the shooting time of the TSI cloud image and the latitude and longitude of the location of the device;

[0043] 2) Calculate the solar declination angle δ;

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Abstract

The invention relates to the technical field of digital image processing, and provides a new foundation cloud picture restoration method which can better restore an image of a foundation cloud picture, expand an effective area of the cloud picture and automatically mark the positions of a shading belt and a lens arm in the cloud picture, namely, determine a to-be-restored area and restore the foundation cloud picture. According to the technical scheme, the foundation cloud picture repairing method based on the improved Criminisi algorithm comprises the following steps that 1, the position of ato-be-repaired area is extracted; (1) determining the shooting time of a TSI cloud picture and the longitude and latitude of the position where equipment is located, (2) calculating the solar declination angle Delta, (3) calculating the solar time angle omega, (4) calculating the solar azimuth angle Gamma s and the zenith angle theta z, (5) determining the position of a shading band, (6) determining the position of a lens arm, and (2) repairing the cloud picture.

Description

technical field [0001] The invention relates to the technical field of digital image processing, in particular to a method for repairing ground-based cloud images in a photovoltaic system. Background technique [0002] Photovoltaic power generation is an energy conversion system that uses the photovoltaic effect to directly convert solar radiation energy into usable electrical energy. The amount of power output by using photovoltaic power generation is determined by the amount of solar radiation received by the solar photovoltaic panel, so it is closely related to real-time weather conditions, which will lead to instability of output power performance and estimation errors. The output power of photovoltaic power generation is closely related to the ground irradiance. Cloud energy directly affects the ground irradiance. Its generation, demise and movement lead to uncertain changes in output power. Analyzing and discussing how clouds affect ground irradiance has become a key ...

Claims

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Application Information

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IPC IPC(8): G06T5/00G06T7/30
CPCY02A90/10
Inventor 路志英周庆霞李鑫
Owner TIANJIN UNIV
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