Parameter determination method and device of photovoltaic model, equipment and storage medium

A photovoltaic model and parameter determination technology, applied in the field of data processing, can solve problems such as the inability to accurately and reliably determine photovoltaic model parameters, and achieve the effect of accurate and reliable parameters

Pending Publication Date: 2022-05-13
HUBEI UNIV OF ARTS & SCI
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Problems solved by technology

[0004] The main purpose of the present invention is to provide a parameter determination method, device, equipment and storage medium of a photovoltaic model, aiming to solve the technical problem that the prior art cannot accurately and reliably determine the parameters of the photovoltaic model

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  • Parameter determination method and device of photovoltaic model, equipment and storage medium
  • Parameter determination method and device of photovoltaic model, equipment and storage medium

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Embodiment Construction

[0056] It should be understood that the specific embodiments described here are only used to explain the present invention, not to limit the present invention.

[0057] refer to figure 1 , figure 1 It is a schematic diagram of the device structure for determining the parameters of the photovoltaic model of the hardware operating environment involved in the solution of the embodiment of the present invention.

[0058] Such as figure 1 As shown, the parameter determination device of the photovoltaic model may include: a processor 1001 , such as a central processing unit (Central Processing Unit, CPU), a communication bus 1002 , a user interface 1003 , a network interface 1004 , and a memory 1005 . Wherein, the communication bus 1002 is used to realize connection and communication between these components. The user interface 1003 may include a display screen (Display), an input unit such as a keyboard (Keyboard), and the optional user interface 1003 may also include a standard...

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Abstract

The invention discloses a parameter determination method and device of a photovoltaic model, equipment and a storage medium. According to the method, the to-be-optimized parameters corresponding to the photovoltaic model are obtained, the to-be-optimized parameters are used as population individuals to construct the learning population based on the preset adaptive teaching optimization algorithm, then the target function value of each to-be-optimized parameter in the learning population is obtained, and the adaptive learning stage of the learner in the learning population is determined according to the target function value. Determining a preset learning mode according to the current cyclic algebra and the learner adaptive learning stage, updating the learner parameters in the learning population according to the preset learning mode, obtaining the updated learner parameters, and determining the parameters of the photovoltaic model according to the updated learner parameters. According to the method, the preset learning mode suitable for the user can be adaptively selected according to the learning level of the user, and the to-be-optimized parameters can be continuously updated, so that the parameters of the photovoltaic model are more accurate and reliable.

Description

technical field [0001] The invention relates to the technical field of data processing, in particular to a method, device, equipment and storage medium for determining parameters of a photovoltaic model. Background technique [0002] Due to environmental pollution, climate change, and global warming caused by the extensive use of fossil energy in the past, renewable energy has attracted more and more attention. Among renewable energy sources, such as wind energy, solar energy, nuclear energy, tidal energy, geothermal energy, biomass energy, etc., solar energy is considered to be one of the most potential energy sources due to its wide availability and cleanness. In solar power generation, photovoltaic (Photovoltaic, PV) system, as a widely used technology, has attracted much attention in recent years because it can directly convert solar energy into electrical energy. As for the PV system, its electric energy conversion performance is very dependent on the choice of the PV ...

Claims

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Application Information

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IPC IPC(8): G06F30/27G06N3/00
CPCG06F30/27G06N3/006
Inventor 李水佳谷琼龚文引宁彬胡春阳蔡之华
Owner HUBEI UNIV OF ARTS & SCI
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