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Method and system for calculating power loss of abnormal string of equipment and computer equipment

A technology of power loss and string, applied in the direction of calculation, neural learning method, design optimization/simulation, etc., can solve the problem that the power loss of abnormal strings cannot be quantified, and achieve the quantification of power loss, fine management, and grid security and stability. Effect

Pending Publication Date: 2022-02-11
HUANENG CLEAN ENERGY RES INST +1
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] This application provides a method, system and computer equipment for calculating the power loss of abnormal strings of equipment, so as to at least solve the technical problem in the related art that the power loss of abnormal strings cannot be quantified

Method used

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  • Method and system for calculating power loss of abnormal string of equipment and computer equipment
  • Method and system for calculating power loss of abnormal string of equipment and computer equipment
  • Method and system for calculating power loss of abnormal string of equipment and computer equipment

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Embodiment 1

[0027] figure 1 A flow chart of a method for calculating the power loss of an abnormal string of equipment provided by an embodiment of the present disclosure, as shown in figure 1 As shown, the method includes:

[0028] Step 1: Obtain the current and voltage data of each string in the photovoltaic equipment at each moment of the current date and the daily abnormal label of the string;

[0029] Step 2: Determine the abnormal strings and normal strings in the photovoltaic device corresponding to the current date by using the abnormal strings of each string in the photovoltaic device;

[0030] Step 3: Input the current of each normal string at each moment on the current date into the pre-established fully connected neural network model corresponding to each abnormal string at the same time, and obtain the current of each abnormal string at each moment on the current date. predicted current;

[0031] Step 4: Based on the predicted current at each moment corresponding to each a...

Embodiment 2

[0078] figure 2 A structural diagram of a system for calculating the power loss of an abnormal string of equipment provided by an embodiment of the present disclosure, as shown in figure 2 As shown, the system includes:

[0079] The first obtaining module is used to obtain the current and voltage data and the daily abnormal label of each group string in the photovoltaic device at each moment under the current date;

[0080] The first determining module is used to determine the abnormal group string and the normal group string in the photovoltaic device corresponding to the current date by using the group string day abnormal label of each group string in the photovoltaic device;

[0081] The second acquisition module is used to simultaneously input the current of each normal string at each moment on the current date into the pre-established fully connected neural network model corresponding to each abnormal string, and respectively obtain the current corresponding to each ab...

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Abstract

The invention relates to a method and a system for calculating electricity loss of an equipment abnormal group string and computer equipment. The method comprises the following steps of acquiring current and voltage data and group string daily abnormal labels of each group string in photovoltaic equipment at each moment on the current date; determining an abnormal group string and a normal group string in the photovoltaic equipment corresponding to the current date by using the group string daily abnormal label of each group string in the photovoltaic equipment; inputting the current of each normal string at each moment on the current date into a pre-established full-connection neural network model corresponding to each abnormal string at the same time, and respectively obtaining predicted current of each moment corresponding to each abnormal string on the current date; and based on the predicted current at each moment corresponding to each abnormal group string on the current date and the obtained current and voltage data of the abnormal group string, determining daily power loss caused by the abnormal group string of the photovoltaic equipment. According to the method, an electric quantity loss value caused by the abnormal string in the photovoltaic equipment can be quantified, and accuracy is high.

Description

technical field [0001] The invention relates to the field of power loss of abnormal strings in photovoltaic equipment, in particular to a method, system and computer equipment for calculating the power loss of abnormal strings of equipment. Background technique [0002] With the popularity of photovoltaic power plants, there is a strong demand for cost-effective operation and maintenance of power plants. A photovoltaic power station generally includes a string inverter and multiple photovoltaic strings, and each photovoltaic string includes multiple photovoltaic modules. Multiple photovoltaic strings are connected to the same string inverter, and the string inverter converts direct current into alternating current to be connected to the grid. Among them, pre-identifying abnormal photovoltaic strings and calculating the power loss caused by abnormal photovoltaic strings are the key to the economical and efficient operation and maintenance of power stations. [0003] At pres...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F30/27G06Q10/04G06Q50/06G06N3/04G06N3/08
CPCG06F30/27G06Q10/04G06Q50/06G06N3/084G06N3/045
Inventor 王振荣曾谁飞卢泽华李邦兴冯帆王青天王华赵鹏程王恩民李小翔任鑫郑建飞周军军苏人奇刘述鹏
Owner HUANENG CLEAN ENERGY RES INST