Self-adaptive photovoltaic power generation system
By obtaining vegetation and environmental data in the target area, analyzing vegetation protection coefficients and impact coefficients, and generating photovoltaic adjustment instructions, the problems of low power generation efficiency and insufficient ecological protection in desertified or semi-arid areas are solved, and the combination of efficient power generation and ecological protection is achieved.
Patent Information
- Application Number
- CN202510602117.5
- Authority / Receiving Office
- CN · China
- Patent Type
- Applications(China)
- Current Assignee / Owner
- Filing Date
- 2025-05-12
- Publication Date
- 2025-08-15
AI Technical Summary
Traditional adaptive photovoltaic power generation systems cannot make reasonable and efficient photovoltaic adjustments based on vegetation data and environmental data in the target area, resulting in low power generation efficiency and inability to effectively protect the ecology.
By obtaining vegetation data and environmental monitoring data from the target area, analyzing vegetation protection coefficients and vegetation impact coefficients, generating photovoltaic adjustment instructions, adjusting the orientation and location of photovoltaic equipment to adapt to the environment, and achieving efficient power generation and ecological protection.
It has achieved efficient power generation of photovoltaic systems in desertified or semi-arid areas, and at the same time effectively protected vegetation, improving the power generation efficiency of photovoltaic systems and improving the ecological environment.
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Figure CN120498372A_ABST
Abstract
Description
Technical Field
[0001] The present invention relates to the field of photovoltaic technology, and in particular to an adaptive photovoltaic power generation system. Background Art
[0002] With the rapid development and vigorous promotion of photovoltaic power generation technology, the application scenarios of photovoltaic power generation have become diverse. Photovoltaic power generation technology has also been promoted and used in desertified or semi-arid areas. However, traditional photovoltaic power stations face problems such as sand and dust cover, high temperature efficiency attenuation, and land ecological damage. In addition, the environment in desertified or semi-arid areas is harsh, and the vegetation growth environment in desertified or semi-arid areas is also very difficult. Therefore, a power generation system that can adapt to arid environments is of great significance for efficient power generation and ecological restoration in desertified or semi-arid areas.
[0003] The adaptive photovoltaic power generation systems in related technologies are often unable to make reasonable and efficient photovoltaic adjustments to the photovoltaic equipment based on the vegetation data and environmental data in the target area, resulting in the inability to ensure the power generation efficiency of the photovoltaic system and the inability to protect the ecology of the target area. There is room for improvement. Summary of the Invention
[0004] The purpose of the embodiments of the present application is to provide an adaptive photovoltaic power generation system to improve the problem that the adaptive photovoltaic power generation system in the related technology is often unable to make reasonable and efficient photovoltaic adjustments to the photovoltaic equipment based on the vegetation data and environmental data in the target area, resulting in the inability to ensure the power generation efficiency of the photovoltaic system and the inability to protect the ecology of the target area.
[0005] The present application provides an adaptive photovoltaic power generation system, comprising:
[0006] Data acquisition module: obtains regional vegetation data of the target area and sets photovoltaic equipment in the target area according to the regional vegetation data;
[0007] Acquiring environmental monitoring data of the target area, wherein the environmental monitoring data includes regional wind speed, regional dust intensity, regional sunlight direction, and regional wind direction of the target area;
[0008] Analysis module: Analyze the vegetation data of the region to obtain the vegetation protection coefficient of the vegetation in the target region; analyze the regional wind speed and regional dust intensity of the target region to obtain the vegetation impact coefficient of the vegetation in the target region; compare and analyze the vegetation impact coefficient with the vegetation protection coefficient to obtain the photovoltaic adjustment instruction of the target region;
[0009] Adaptation adjustment module: Adaptation adjustment of photovoltaic equipment in the target area according to the photovoltaic adjustment instruction.
[0010] Preferably, photovoltaic equipment in the target area is set according to the vegetation data of the area, specifically:
[0011] The regional vegetation data includes vegetation type, vegetation growth status, vegetation status data and vegetation coverage area of regional vegetation in the target area;
[0012] Obtaining the vegetation impact area of the target area based on the vegetation type and vegetation growth status of the vegetation in the area;
[0013] and obtain the vegetation protection area of the target area based on the vegetation coverage area and vegetation influence area of the vegetation in the said area;
[0014] A photovoltaic setting area of the target area is obtained according to the vegetation protection area, and photovoltaic equipment of the target area is set according to the photovoltaic setting area.
[0015] Preferably, the regional vegetation data is analyzed to obtain the vegetation protection coefficient of the regional vegetation in the target area, specifically:
[0016] Obtaining vegetation height, vegetation root crown diameter, vegetation root depth, vegetation root distribution area and vegetation distribution density of regional vegetation in the target area based on the vegetation status data;
[0017] According to the vegetation height and root crown diameter of the regional vegetation, the vegetation growth state coefficient of the regional vegetation is obtained;
[0018] According to the vegetation root depth and vegetation root distribution area of the regional vegetation, the vegetation root state coefficient of the regional vegetation is obtained;
[0019] The vegetation distribution state coefficient of the regional vegetation is obtained according to the vegetation distribution density of the regional vegetation;
[0020] Obtaining a vegetation state coefficient of regional vegetation based on the vegetation growth state coefficient, the vegetation root state coefficient, and the vegetation distribution state coefficient;
[0021] Obtaining soil moisture and soil compaction of the target area, and obtaining a soil influence coefficient of regional vegetation based on the soil moisture and soil compaction;
[0022] The vegetation protection coefficient of the regional vegetation in the target area is obtained based on the vegetation status coefficient and the soil influence coefficient of the regional vegetation.
[0023] Preferably, the regional wind speed and regional dust intensity of the target area are analyzed to obtain the vegetation impact coefficient of the regional vegetation in the target area, specifically:
[0024] Obtaining a wind speed impact level corresponding to the regional wind speed according to the regional wind speed of the target area, and obtaining a wind speed impact coefficient corresponding to the wind speed impact level;
[0025] Obtaining a dust impact level corresponding to the regional dust intensity according to the regional dust intensity of the target area, and obtaining a dust impact coefficient corresponding to the dust impact level;
[0026] The vegetation impact coefficient of the target area is obtained based on the wind speed impact coefficient and the sand and dust impact coefficient.
[0027] Preferably, the vegetation impact coefficient is compared and analyzed with the vegetation protection coefficient to obtain the photovoltaic adjustment instruction for the target area, specifically:
[0028] The photovoltaic adjustment instruction includes a first photovoltaic adjustment instruction and a second photovoltaic adjustment instruction;
[0029] If the vegetation impact coefficient is less than the vegetation protection coefficient, a first photovoltaic adjustment instruction for the photovoltaic equipment in the target area is obtained according to the regional illumination direction of the target area;
[0030] If the vegetation impact coefficient is greater than or equal to the vegetation protection coefficient, then determining a candidate photovoltaic orientation angle for the photovoltaic equipment in the target area based on regional wind direction analysis of the target area;
[0031] A comprehensive priority coefficient of a candidate photovoltaic orientation angle is obtained based on the analysis of the illumination direction of the region, a target photovoltaic orientation angle is obtained based on the comprehensive priority coefficient, and a second photovoltaic adjustment instruction for the photovoltaic equipment in the target region is obtained based on the target photovoltaic orientation angle.
[0032] Preferably, if the vegetation impact coefficient is less than the vegetation protection coefficient, a first photovoltaic adjustment instruction for the photovoltaic equipment in the target area is obtained based on the regional illumination direction of the target area, specifically:
[0033] Obtaining a light direction trajectory of the target area according to the light direction of the target area;
[0034] Obtaining a target photovoltaic orientation angle of the photovoltaic device according to the illumination direction of the region, and obtaining a target photovoltaic orientation trajectory of the photovoltaic device according to the illumination direction running trajectory;
[0035] A first photovoltaic adjustment instruction for photovoltaic equipment in the target area is generated according to the target photovoltaic orientation angle and the target photovoltaic orientation trajectory.
[0036] Preferably, if the vegetation impact coefficient is greater than or equal to the vegetation protection coefficient, the candidate photovoltaic orientation angle of the photovoltaic equipment in the target area is obtained based on the regional wind direction analysis of the target area, specifically:
[0037] Obtaining a windbreak angle of the target area according to the regional wind direction of the target area;
[0038] and obtaining a photovoltaic orientation angle set of the photovoltaic device according to the wind protection angle, wherein the photovoltaic orientation angle set includes at least one photovoltaic orientation angle of the photovoltaic device;
[0039] Obtaining a photovoltaic windbreak area corresponding to the photovoltaic orientation angle according to the regional wind speed of the target area and the photovoltaic orientation angle concentration;
[0040] The photovoltaic windbreak area is compared with the vegetation protection area. If the vegetation protection area of the target area is within the photovoltaic windbreak area, the photovoltaic orientation angle corresponding to the photovoltaic windbreak area is recorded as the candidate photovoltaic orientation angle.
[0041] Preferably, a comprehensive priority coefficient of a candidate photovoltaic orientation angle is obtained based on analysis of the regional sunlight direction and the regional wind direction, a target photovoltaic orientation angle is obtained based on the comprehensive priority coefficient, and a second photovoltaic adjustment instruction for the photovoltaic equipment in the target area is obtained based on the target photovoltaic orientation angle, specifically:
[0042] Obtaining a proportion of the vegetation protection area in the photovoltaic windbreak area corresponding to the photovoltaic orientation angle to be selected, and obtaining a first angle priority coefficient of the photovoltaic orientation angle to be selected based on the proportion of the area;
[0043] Comparing the selected photovoltaic orientation angle with the regional illumination direction of the selected area, obtaining an illumination deviation angle between the selected photovoltaic orientation angle and the regional illumination direction;
[0044] Setting a standard deviation angle, calculating the difference between the selected photovoltaic orientation angle and the illumination deviation angle and the standard deviation angle in the regional illumination direction, and obtaining a second angle priority coefficient for the selected photovoltaic orientation angle;
[0045] Obtaining a comprehensive priority coefficient of the photovoltaic orientation angle to be selected according to the first angle priority coefficient and the second angle priority coefficient;
[0046] Obtaining a target photovoltaic orientation angle of photovoltaic equipment in a target area according to the comprehensive priority coefficient;
[0047] A second photovoltaic adjustment instruction for the photovoltaic equipment in the target area is generated according to the target photovoltaic orientation angle.
[0048] Preferably, the target photovoltaic orientation angle of the photovoltaic equipment in the target area is obtained according to the comprehensive priority coefficient, specifically:
[0049] The photovoltaic orientation angle with the largest comprehensive priority coefficient in the photovoltaic orientation angle set is recorded as the target photovoltaic orientation angle;
[0050] If the photovoltaic orientation angle set has only one candidate photovoltaic orientation angle with the largest comprehensive priority coefficient, the candidate photovoltaic orientation angle is recorded as the target photovoltaic orientation angle;
[0051] If there are at least two candidate photovoltaic orientation angles with the same comprehensive priority coefficient and both of them are the largest, then generating a candidate priority level of the candidate photovoltaic orientation angle according to the second angle priority coefficient corresponding to the candidate photovoltaic orientation angle, wherein the candidate priority level is negatively correlated with the second angle priority coefficient;
[0052] According to the candidate priorities, a target photovoltaic orientation angle is obtained from the candidate photovoltaic orientation angles having the same and maximum comprehensive priority coefficients.
[0053] In summary, the beneficial effects of the present application are as follows: the present application sets up photovoltaic equipment in the target area based on regional vegetation data, and obtains the vegetation protection coefficient of the target area by analyzing the vegetation data of the target area, and obtains the vegetation impact coefficient of the regional vegetation in the target area by analyzing the regional wind speed and regional dust intensity of the target area; and compares and analyzes the vegetation impact coefficient with the vegetation protection coefficient to obtain the photovoltaic adjustment instruction of the target area; the photovoltaic adjustment instruction includes a first photovoltaic adjustment instruction and a second photovoltaic adjustment instruction; wherein, if the vegetation impact coefficient is less than the vegetation protection coefficient, the first photovoltaic adjustment instruction of the photovoltaic equipment in the target area is obtained based on the regional light direction analysis of the target area; if the vegetation impact coefficient is greater than or equal to the vegetation protection coefficient, the second photovoltaic adjustment instruction of the photovoltaic equipment in the target area is obtained based on the regional wind direction of the target area; finally, the photovoltaic equipment in the target area is adaptively adjusted according to the photovoltaic adjustment instruction, so as to realize reasonable and efficient photovoltaic adjustment of the photovoltaic equipment according to the vegetation data and environmental data in the target area, while ensuring the power generation efficiency of the photovoltaic system, the target area is also effectively protected ecologically. BRIEF DESCRIPTION OF THE DRAWINGS
[0054] In order to more clearly illustrate the technical solutions of the embodiments of the present application, some of the drawings in the embodiments of the present application will be briefly described below. It should be understood that the following drawings only show some embodiments of the present application and therefore should not be considered as limiting the scope of the present application.
[0055] Figure 1 This is a structural schematic diagram of an adaptive photovoltaic power generation system provided by the present invention. DETAILED DESCRIPTION
[0056] Below is a combination of the embodiments and Figure 1 The present application will be described in further detail, but the implementation methods of the present application are not limited thereto.
[0057] Reference Figure 1As shown, this is a structural schematic diagram of an adaptive photovoltaic power generation system provided in an embodiment of the present application. The application scenario of the present application is to act in desertified or semi-arid areas, and to perform photovoltaic power generation based on the adaptive power generation system while protecting vegetation in desertified or semi-arid areas from wind and sand.
[0058] An adaptive photovoltaic power generation system, comprising:
[0059] Data acquisition module: obtains regional vegetation data of the target area and sets photovoltaic equipment in the target area based on the regional vegetation data;
[0060] Obtain environmental monitoring data for the target area, including regional wind speed, regional dust intensity, regional sunlight direction, and regional wind direction;
[0061] Analysis module: Analyzes regional vegetation data to obtain the vegetation protection coefficient of the vegetation in the target area; analyzes the regional wind speed and regional dust intensity in the target area to obtain the vegetation impact coefficient of the vegetation in the target area; compares and analyzes the vegetation impact coefficient with the vegetation protection coefficient to obtain the photovoltaic adjustment instructions for the target area;
[0062] Adaptation and adjustment module: Adapts and adjusts photovoltaic equipment in the target area according to photovoltaic adjustment instructions.
[0063] Obtain the regional vegetation data of the target area and set the photovoltaic equipment in the target area based on the regional vegetation data, specifically:
[0064] Regional vegetation data include vegetation type, vegetation growth status, vegetation status data and vegetation coverage area of regional vegetation in the target area;
[0065] Based on the vegetation type and vegetation growth status of the regional vegetation, the vegetation impact area of the target area is obtained;
[0066] And based on the vegetation coverage area and vegetation impact area of the regional vegetation, the vegetation protection area of the target area is obtained;
[0067] The photovoltaic setting area of the target area is obtained according to the vegetation protection area, and the photovoltaic equipment of the target area is set according to the photovoltaic setting area.
[0068] In some embodiments, different vegetation types and different vegetation growth states have different requirements for nutrients in the surrounding areas, so the vegetation impact areas corresponding to different vegetation types and different vegetation growth states are different. For example, for the same type of vegetation, the vegetation impact area in the budding stage is 1 meter, while the vegetation impact area in the mature stage may be 0.5 meters; in addition, the vegetation impact area is the union area of the vegetation impact areas of all areas in the target area, and the vegetation protection area is also the union area of the vegetation coverage area and the vegetation impact area.
[0069] In some embodiments, the photovoltaic installation area corresponding to the photovoltaic device is a vegetation protection area of the regional vegetation in the target area.
[0070] By analyzing the regional vegetation data, the vegetation protection coefficient of the target area is obtained, which is:
[0071] Obtain vegetation height, vegetation crown diameter, vegetation root depth, vegetation root distribution area and vegetation distribution density in the target area based on vegetation status data;
[0072] According to the vegetation height and root crown diameter of the regional vegetation, the vegetation growth state coefficient of the regional vegetation is obtained;
[0073] According to the vegetation root depth and vegetation root distribution area of the regional vegetation, the vegetation root state coefficient of the regional vegetation is obtained;
[0074] The vegetation distribution state coefficient of the regional vegetation is obtained according to the vegetation distribution density of the regional vegetation;
[0075] According to the vegetation growth state coefficient, vegetation root state coefficient and vegetation distribution state coefficient, the vegetation state coefficient of the regional vegetation is obtained;
[0076] Obtain the soil moisture value and soil compaction of the target area, and obtain the soil impact coefficient of the regional vegetation based on the soil moisture value and soil compaction;
[0077] Based on the vegetation status coefficient and soil influence coefficient of the regional vegetation, the vegetation protection coefficient of the regional vegetation in the target area is obtained.
[0078] In some embodiments, the vegetation growth state coefficient can be calculated according to the calculation function: vegetation growth state coefficient = vegetation height weight * vegetation height + vegetation root crown diameter weight * vegetation root crown diameter; the vegetation root state coefficient can be calculated according to the calculation function: vegetation root state coefficient = vegetation root depth weight * vegetation root depth + vegetation root distribution area weight * vegetation root distribution area; the vegetation distribution state coefficient can be calculated according to the calculation function: vegetation growth state coefficient = vegetation distribution density weight * vegetation distribution density; wherein the vegetation height weight, vegetation root crown diameter weight, vegetation root depth weight, vegetation root distribution area weight, and vegetation distribution density weight are all preset based on the historical growth data of regional vegetation;
[0079] The vegetation state coefficient of the regional vegetation can be calculated by the following calculation function: vegetation state coefficient = vegetation growth state coefficient * growth state factor + vegetation root state coefficient * root state factor + vegetation distribution state coefficient * distribution state factor, where the growth state factor, root state factor and distribution state factor are preset according to the influence weights of the vegetation growth state coefficient, the vegetation root state coefficient and the vegetation distribution state coefficient on the vegetation state coefficient respectively;
[0080] The soil impact coefficient of regional vegetation can be calculated by the following function: soil impact coefficient = moisture factor * soil moisture value + compaction factor * soil compaction, where the moisture factor and soil compaction factor are preset based on the historical soil monitoring data of the target area;
[0081] The vegetation protection coefficient of the vegetation in the target area can be calculated by the calculation function: vegetation protection coefficient = state factor * vegetation state coefficient + soil factor * soil influence coefficient; among them, the state factor and soil factor are preset according to the weight ratio of the influence of the vegetation state coefficient and the soil influence coefficient on the vegetation protection coefficient respectively.
[0082] The regional wind speed and regional dust intensity of the target area are analyzed to obtain the vegetation impact coefficient of the regional vegetation in the target area, specifically:
[0083] According to the regional wind speed of the target area, the wind speed impact level corresponding to the regional wind speed is obtained, and the wind speed impact coefficient corresponding to the wind speed impact level is obtained;
[0084] According to the regional dust intensity of the target area, the dust impact level corresponding to the regional dust intensity is obtained, and the dust impact coefficient corresponding to the dust impact level is obtained;
[0085] Based on the wind speed impact coefficient and the sand and dust impact coefficient, the vegetation impact coefficient of the target area is obtained.
[0086] In some embodiments, the wind speed impact coefficient can be obtained based on a wind speed impact level-wind speed impact coefficient comparison table, which is set based on historical wind speed monitoring data of the target area; the sand and dust impact coefficient can be obtained based on a sand and dust impact level-sand and dust impact coefficient comparison table, which is set based on historical sand and dust monitoring data of the target area;
[0087] In addition, the vegetation impact coefficient of the target area can be calculated by the calculation function: vegetation impact coefficient = wind speed impact coefficient * wind speed impact factor + sand and dust impact coefficient * sand and dust impact factor; among which the wind speed impact factor and the sand and dust impact factor are preset according to the weight ratio of the wind speed impact coefficient and the sand and dust impact coefficient to the vegetation impact coefficient respectively.
[0088] Compare and analyze the vegetation impact coefficient and the vegetation protection coefficient to obtain the photovoltaic adjustment instructions for the target area, specifically:
[0089] The photovoltaic adjustment instruction includes a first photovoltaic adjustment instruction and a second photovoltaic adjustment instruction;
[0090] If the vegetation impact coefficient is less than the vegetation protection coefficient, a first photovoltaic adjustment instruction for the photovoltaic equipment in the target area is obtained based on the regional illumination direction of the target area;
[0091] If the vegetation impact coefficient is greater than or equal to the vegetation protection coefficient, the candidate photovoltaic orientation angle of the photovoltaic equipment in the target area is obtained based on the regional wind direction analysis of the target area;
[0092] A comprehensive priority coefficient of a candidate photovoltaic orientation angle is obtained based on the analysis of the regional light direction, a target photovoltaic orientation angle is obtained based on the comprehensive priority coefficient, and a second photovoltaic adjustment instruction for the photovoltaic equipment in the target area is obtained based on the target photovoltaic orientation angle.
[0093] If the vegetation impact coefficient is less than the vegetation protection coefficient, the first photovoltaic adjustment instruction of the photovoltaic equipment in the target area is obtained according to the regional illumination direction of the target area, specifically:
[0094] Obtaining the light direction trajectory of the target area according to the light direction of the target area;
[0095] The target photovoltaic orientation angle of the photovoltaic device is obtained according to the regional sunlight direction, and the target photovoltaic orientation trajectory of the photovoltaic device is obtained according to the running trajectory of the sunlight direction;
[0096] A first photovoltaic adjustment instruction for photovoltaic equipment in the target area is generated according to the target photovoltaic orientation angle and the target photovoltaic orientation trajectory.
[0097] In some embodiments, the target photovoltaic orientation angle is the orientation angle when the vertical direction of the photovoltaic panel of the photovoltaic device faces the direction of regional illumination, and the regional illumination direction is the direction in which the regional illumination shines on the photovoltaic panel of the photovoltaic device.
[0098] If the vegetation impact coefficient is greater than or equal to the vegetation protection coefficient, the candidate photovoltaic orientation angles of the photovoltaic equipment in the target area are obtained based on the regional wind direction analysis of the target area, specifically:
[0099] Obtain the wind protection angle of the target area according to the regional wind direction of the target area;
[0100] and obtaining a photovoltaic orientation angle set of the photovoltaic device according to the wind protection angle, wherein the photovoltaic orientation angle set includes at least one photovoltaic orientation angle of the photovoltaic device;
[0101] According to the regional wind speed of the target area and the photovoltaic orientation angle where the photovoltaic orientation angle is concentrated, the photovoltaic windproof area corresponding to the photovoltaic orientation angle is obtained;
[0102] The photovoltaic windbreak area is compared with the vegetation protection area. If the vegetation protection area of the target area is within the photovoltaic windbreak area, the photovoltaic orientation angle corresponding to the photovoltaic windbreak area is recorded as the candidate photovoltaic orientation angle.
[0103] In some embodiments, the wind protection angle of the target area is all angles relative to the wind direction of the area; the photovoltaic orientation angle is the angle between the vertical direction of the photovoltaic panel of the photovoltaic device and the horizontal line.
[0104] The comprehensive priority coefficient of the candidate photovoltaic orientation angle is obtained based on the analysis of the regional light direction, the target photovoltaic orientation angle is obtained based on the comprehensive priority coefficient, and the second photovoltaic adjustment instruction of the photovoltaic equipment in the target area is obtained based on the target photovoltaic orientation angle, specifically:
[0105] Obtaining the proportion of the vegetation protection area in the photovoltaic windbreak area corresponding to the photovoltaic orientation angle to be selected, and obtaining the first angle priority coefficient of the photovoltaic orientation angle to be selected based on the proportion of the area;
[0106] Comparing the selected photovoltaic orientation angle with the regional illumination direction of the selected area, obtaining the illumination deviation angle between the selected photovoltaic orientation angle and the regional illumination direction;
[0107] Set the standard deviation angle, calculate the difference between the illumination deviation angle and the standard deviation angle of the selected photovoltaic orientation angle and the regional illumination direction, and obtain the second angle priority coefficient of the selected photovoltaic orientation angle;
[0108] Obtaining a comprehensive priority coefficient of the photovoltaic orientation angle to be selected based on the first angle priority coefficient and the second angle priority coefficient;
[0109] The target photovoltaic orientation angle of the photovoltaic equipment in the target area is obtained based on the comprehensive priority coefficient;
[0110] A second photovoltaic adjustment instruction is generated for the photovoltaic equipment in the target area according to the target photovoltaic orientation angle.
[0111] In some embodiments, the first angle priority coefficient of the selected photovoltaic orientation angle is positively correlated with the regional proportion; the illumination deviation angle between the selected photovoltaic orientation angle and the regional illumination direction refers to the deviation angle between the vertical direction of the photovoltaic panel of the photovoltaic device and the regional illumination direction; if the standard deviation angle is set to 10 degrees, the illumination deviation angle between the selected photovoltaic orientation angle and the regional illumination direction is 20 degrees, and the second angle priority coefficient of the selected photovoltaic orientation angle is 10;
[0112] For example, if the first angle priority coefficient of the selected photovoltaic orientation angle is obtained by taking and marking the first angle priority coefficient OX, and the second angle priority coefficient of the selected photovoltaic orientation angle is obtained by taking and marking the second angle priority coefficient TX; then the function The comprehensive priority coefficient ZX of the selected photovoltaic orientation angle is calculated, where a1 and a2 are preset proportional factors. For example, if the first angle priority coefficient of the selected photovoltaic orientation angle is 50, the first angle priority coefficient OX is 50; if the second angle priority coefficient of the selected photovoltaic orientation angle is 10, the second angle priority coefficient TX is 10; if the preset proportional factors a1 and a2 are 0.1 and 100, then the calculation function The calculated comprehensive priority coefficient ZX of the selected photovoltaic orientation angle is 15; the proportional factors a1 and a2 are the influence weights of the first angle priority coefficient and the second angle priority coefficient on the comprehensive priority coefficient, respectively. The calculation function and proportional factors are preset according to the actual impact of the target area during actual application.
[0113] The target photovoltaic orientation angle of the photovoltaic equipment in the target area is obtained based on the comprehensive priority coefficient, specifically:
[0114] The candidate photovoltaic orientation angle with the largest comprehensive priority coefficient in the photovoltaic orientation angle set is recorded as the target photovoltaic orientation angle;
[0115] Among them, if the photovoltaic orientation angle set has only one candidate photovoltaic orientation angle with the largest comprehensive priority coefficient, the candidate photovoltaic orientation angle is recorded as the target photovoltaic orientation angle;
[0116] If there are at least two candidate photovoltaic orientation angles with the same comprehensive priority coefficient and both of them are the largest, then the candidate priority of the candidate photovoltaic orientation angle is generated according to the second angle priority coefficient corresponding to the candidate photovoltaic orientation angle, wherein the candidate priority is negatively correlated with the second angle priority coefficient;
[0117] According to the candidate priorities, the target photovoltaic orientation angle among the candidate photovoltaic orientation angles having the same and maximum comprehensive priority coefficients is obtained.
[0118] In some embodiments, the negative correlation between the priority to be selected and the second angle priority coefficient means that the smaller the second angle priority coefficient is, the higher the priority to be selected corresponding to the photovoltaic orientation angle to be selected is.
[0119] The above are merely preferred embodiments of the present invention. The scope of protection of the present invention is not limited to the above embodiments. All technical solutions based on the principles of the present invention are within the scope of protection of the present invention. It should be noted that improvements and modifications that do not depart from the principles of the present invention are within the scope of protection of the present invention.
Claims
1. An adaptive photovoltaic power generation system, characterized in that: include: Data acquisition module: obtains regional vegetation data of the target area and sets photovoltaic equipment in the target area according to the regional vegetation data; Acquiring environmental monitoring data of the target area, wherein the environmental monitoring data includes regional wind speed, regional dust intensity, regional sunlight direction, and regional wind direction of the target area; Analysis module: Analyze the vegetation data of the region to obtain the vegetation protection coefficient of the vegetation in the target region; analyze the regional wind speed and regional dust intensity of the target region to obtain the vegetation impact coefficient of the vegetation in the target region; compare and analyze the vegetation impact coefficient with the vegetation protection coefficient to obtain the photovoltaic adjustment instruction of the target region; Adaptation adjustment module: Adaptation adjustment of photovoltaic equipment in the target area according to the photovoltaic adjustment instruction.
2. The adaptive photovoltaic power generation system according to claim 1, characterized in that: Obtain regional vegetation data for the target area, and set up photovoltaic equipment in the target area based on the regional vegetation data, specifically: The regional vegetation data includes vegetation type, vegetation growth status, vegetation status data and vegetation coverage area of regional vegetation in the target area; Obtaining the vegetation impact area of the target area based on the vegetation type and vegetation growth status of the vegetation in the area; and obtain the vegetation protection area of the target area based on the vegetation coverage area and vegetation influence area of the vegetation in the said area; A photovoltaic setting area of the target area is obtained according to the vegetation protection area, and photovoltaic equipment of the target area is set according to the photovoltaic setting area.
3. The adaptive photovoltaic power generation system according to claim 2, characterized in that: The vegetation data of the area is analyzed to obtain the vegetation protection coefficient of the vegetation in the target area, specifically: Obtaining vegetation height, vegetation root crown diameter, vegetation root depth, vegetation root distribution area and vegetation distribution density of regional vegetation in the target area based on the vegetation status data; According to the vegetation height and root crown diameter of the regional vegetation, the vegetation growth state coefficient of the regional vegetation is obtained; According to the vegetation root depth and vegetation root distribution area of the regional vegetation, the vegetation root state coefficient of the regional vegetation is obtained; The vegetation distribution state coefficient of the regional vegetation is obtained according to the vegetation distribution density of the regional vegetation; Obtaining a vegetation state coefficient of regional vegetation based on the vegetation growth state coefficient, the vegetation root state coefficient, and the vegetation distribution state coefficient; Obtaining soil moisture and soil compaction of the target area, and obtaining a soil influence coefficient of regional vegetation based on the soil moisture and soil compaction; The vegetation protection coefficient of the regional vegetation in the target area is obtained based on the vegetation status coefficient and the soil influence coefficient of the regional vegetation.
4. The adaptive photovoltaic power generation system according to claim 3, characterized in that: The regional wind speed and regional dust intensity of the target area are analyzed to obtain the vegetation impact coefficient of the regional vegetation in the target area, specifically: Obtaining a wind speed impact level corresponding to the regional wind speed according to the regional wind speed of the target area, and obtaining a wind speed impact coefficient corresponding to the wind speed impact level; Obtaining a dust impact level corresponding to the regional dust intensity according to the regional dust intensity of the target area, and obtaining a dust impact coefficient corresponding to the dust impact level; The vegetation impact coefficient of the target area is obtained based on the wind speed impact coefficient and the sand and dust impact coefficient.
5. The adaptive photovoltaic power generation system according to claim 4, characterized in that: The vegetation impact coefficient is compared and analyzed with the vegetation protection coefficient to obtain the photovoltaic adjustment instructions for the target area, specifically: The photovoltaic adjustment instruction includes a first photovoltaic adjustment instruction and a second photovoltaic adjustment instruction; If the vegetation impact coefficient is less than the vegetation protection coefficient, a first photovoltaic adjustment instruction for the photovoltaic equipment in the target area is obtained according to the regional illumination direction of the target area; If the vegetation impact coefficient is greater than or equal to the vegetation protection coefficient, then obtaining a candidate photovoltaic orientation angle for the photovoltaic equipment in the target area based on regional wind direction analysis of the target area; A comprehensive priority coefficient of a candidate photovoltaic orientation angle is obtained based on the analysis of the illumination direction of the region, a target photovoltaic orientation angle is obtained based on the comprehensive priority coefficient, and a second photovoltaic adjustment instruction for the photovoltaic equipment in the target region is obtained based on the target photovoltaic orientation angle.
6. The adaptive photovoltaic power generation system according to claim 5, characterized in that: If the vegetation impact coefficient is less than the vegetation protection coefficient, a first photovoltaic adjustment instruction for the photovoltaic equipment in the target area is obtained based on the regional illumination direction of the target area, specifically: Obtaining a light direction trajectory of the target area according to the light direction of the target area; Obtaining a target photovoltaic orientation angle of the photovoltaic device according to the illumination direction of the region, and obtaining a target photovoltaic orientation trajectory of the photovoltaic device according to the illumination direction running trajectory; A first photovoltaic adjustment instruction for photovoltaic equipment in the target area is generated according to the target photovoltaic orientation angle and the target photovoltaic orientation trajectory.
7. The adaptive photovoltaic power generation system according to claim 6, characterized in that: If the vegetation impact coefficient is greater than or equal to the vegetation protection coefficient, the candidate photovoltaic orientation angle of the photovoltaic equipment in the target area is obtained based on the regional wind direction analysis of the target area, specifically: Obtaining a windbreak angle of the target area according to the regional wind direction of the target area; and obtaining a photovoltaic orientation angle set of the photovoltaic device according to the wind protection angle, wherein the photovoltaic orientation angle set includes at least one photovoltaic orientation angle of the photovoltaic device; Obtaining a photovoltaic windbreak area corresponding to the photovoltaic orientation angle according to the regional wind speed of the target area and the photovoltaic orientation angle concentration; The photovoltaic windbreak area is compared with the vegetation protection area. If the vegetation protection area of the target area is within the photovoltaic windbreak area, the photovoltaic orientation angle corresponding to the photovoltaic windbreak area is recorded as the candidate photovoltaic orientation angle.
8. The adaptive photovoltaic power generation system according to claim 7, characterized in that: The comprehensive priority coefficient of the candidate photovoltaic orientation angle is obtained based on the analysis of the regional sunlight direction and the regional wind direction, the target photovoltaic orientation angle is obtained based on the comprehensive priority coefficient, and the second photovoltaic adjustment instruction of the photovoltaic equipment in the target area is obtained based on the target photovoltaic orientation angle, specifically: Obtaining a proportion of the vegetation protection area in the photovoltaic windbreak area corresponding to the photovoltaic orientation angle to be selected, and obtaining a first angle priority coefficient of the photovoltaic orientation angle to be selected based on the proportion of the area; Comparing the selected photovoltaic orientation angle with the regional illumination direction of the selected area, obtaining an illumination deviation angle between the selected photovoltaic orientation angle and the regional illumination direction; Setting a standard deviation angle, calculating the difference between the selected photovoltaic orientation angle and the illumination deviation angle and the standard deviation angle in the regional illumination direction, and obtaining a second angle priority coefficient for the selected photovoltaic orientation angle; Obtaining a comprehensive priority coefficient of the photovoltaic orientation angle to be selected according to the first angle priority coefficient and the second angle priority coefficient; Obtaining a target photovoltaic orientation angle of photovoltaic equipment in a target area according to the comprehensive priority coefficient; A second photovoltaic adjustment instruction for the photovoltaic equipment in the target area is generated according to the target photovoltaic orientation angle.
9. The adaptive photovoltaic power generation system according to claim 8, characterized in that: The target photovoltaic orientation angle of the photovoltaic equipment in the target area is obtained according to the comprehensive priority coefficient, specifically: The photovoltaic orientation angle with the largest comprehensive priority coefficient in the photovoltaic orientation angle set is recorded as the target photovoltaic orientation angle; If the photovoltaic orientation angle set has only one candidate photovoltaic orientation angle with the largest comprehensive priority coefficient, the candidate photovoltaic orientation angle is recorded as the target photovoltaic orientation angle; If there are at least two candidate photovoltaic orientation angles with the same comprehensive priority coefficient and both of them are the largest, then generating a candidate priority level of the candidate photovoltaic orientation angle according to the second angle priority coefficient corresponding to the candidate photovoltaic orientation angle, wherein the candidate priority level is negatively correlated with the second angle priority coefficient; According to the candidate priorities, a target photovoltaic orientation angle is obtained from the candidate photovoltaic orientation angles having the same and maximum comprehensive priority coefficients.