WO2023109531A1 - Tracking control method and apparatus - Google Patents

Tracking control method and apparatus Download PDF

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WO2023109531A1
WO2023109531A1 PCT/CN2022/136258 CN2022136258W WO2023109531A1 WO 2023109531 A1 WO2023109531 A1 WO 2023109531A1 CN 2022136258 W CN2022136258 W CN 2022136258W WO 2023109531 A1 WO2023109531 A1 WO 2023109531A1
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angle
radiation
tracking
real
power
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PCT/CN2022/136258
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French (fr)
Chinese (zh)
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张幼
薛博伟
胡琼
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阳光电源(上海)有限公司
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    • GPHYSICS
    • G05CONTROLLING; REGULATING
    • G05DSYSTEMS FOR CONTROLLING OR REGULATING NON-ELECTRIC VARIABLES
    • G05D3/00Control of position or direction
    • G05D3/12Control of position or direction using feedback

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  • the present invention relates to the technical field of photovoltaic power generation, and more specifically, to a tracking control method and device.
  • the power generation efficiency of photovoltaic modules is closely related to the angle of solar radiation. When the sun illuminates the photovoltaic modules vertically, the power generation efficiency of photovoltaic modules is the highest.
  • the tracking technology is used to adjust the angle of the tracking bracket so that the photovoltaic modules are at the optimal tracking angle.
  • the conventional tracking technology mainly senses the change of solar radiation in different directions by installing multiple sensors. Although it can obtain more accurate radiation conditions, it needs to install additional hardware equipment, which will not only increase investment and construction costs, but also exist due to communication between devices. Possibility of instability leading to wrong tracking angles.
  • the present invention provides a tracking control method and device, which can realize optimal tracking angle calculation and control without adding hardware equipment.
  • a tracking control method comprising:
  • the real-time inverter power is input into the power-radiation model to obtain the real-time total radiation of the inclined surface, and the power-radiation model is constructed in advance according to the historical irradiator data and the corresponding inverter power;
  • the angle of the control tracking bracket is adjusted to the optimal tracking angle.
  • the method also includes:
  • the historical irradiance meter data includes the horizontal total radiation data, direct radiation data and diffuse radiation data at each historical moment;
  • the power representing the conversion relationship between the total radiation amount of the inclined surface and the inverter power is constructed- radiation model.
  • the conversion between the total radiation of the inclined surface and the inverter power is constructed
  • the power-radiation model of the relationship includes:
  • the power-radiation model corresponding to each season is constructed according to the total radiation amount of the inclined surface and the power of the inverter at the corresponding tracking support angle at each historical moment of each season.
  • the real-time inverter power is input into the power-radiation model to obtain the real-time total radiation of the inclined surface, including:
  • the real-time inverter power is input to the power-radiation model corresponding to the season at the current moment to obtain the real-time total radiation amount of the inclined surface.
  • determining the optimal tracking angle of the tracking bracket according to the real-time total radiation amount of the inclined surface includes:
  • the short-term horizontal radiation data is horizontal radiation data within a preset time period before the current moment, and the preset time period is Set according to the default smoothing algorithm;
  • the optimal tracking angle of the tracking bracket is determined.
  • the determining the optimal tracking angle of the tracking bracket according to the smoothed real-time horizontal radiation data includes:
  • the optimal tracking angle is determined according to the theoretical total radiation amount corresponding to each inclination angle of the tracking bracket within a preset angle range.
  • determining the optimal tracking angle according to the theoretical total radiation amount corresponding to each inclination angle of the tracking bracket within the preset angle range includes:
  • the tracking bracket angle corresponding to the maximum theoretical total radiation amount is determined as the optimal tracking angle
  • the critical angle is determined as the optimal tracking angle.
  • a tracking control device comprising:
  • a real-time inverter power acquisition unit configured to acquire real-time inverter power
  • the power radiation conversion unit is used to input the real-time inverter power into the power-radiation model to obtain the real-time total radiation of the inclined surface.
  • the power-radiation model is based on the historical irradiance meter data and the corresponding inverter power built;
  • An optimal tracking angle determination unit configured to determine the optimal tracking angle of the tracking bracket according to the total radiation amount of the real-time inclined surface
  • the tracking control unit is used to control the adjustment of the angle of the tracking support to the optimal tracking angle.
  • the device also includes:
  • the historical irradiance meter data acquisition unit is used to acquire the historical irradiance meter data and the corresponding tracking bracket angle, the historical irradiance meter data includes horizontal total radiation data, direct radiation data and diffuse radiation data at each historical moment;
  • the total radiation amount calculation unit on the inclined surface is used to input the historical irradiance meter data and the corresponding tracking bracket angle into the radiation amount calculation model on the inclined surface, so as to obtain the total radiation amount on the inclined surface at the corresponding tracking bracket angle at each historical moment;
  • a historical inverter power acquisition unit configured to acquire inverter power at each historical moment
  • the power-radiation model construction unit is used to construct and represent the total radiation amount of the inclined surface and the inverter power according to the total radiation amount of the inclined surface and the inverter power at the corresponding tracking support angle at each historical moment according to the preset method.
  • the power-radiation model construction unit is specifically used for:
  • the power-radiation model corresponding to each season is constructed according to the total radiation amount of the inclined surface and the power of the inverter at the corresponding tracking support angle at each historical moment of each season.
  • the power radiation conversion unit is specifically used for:
  • the real-time inverter power is input to the power-radiation model corresponding to the season at the current moment to obtain the real-time total radiation amount of the inclined surface.
  • the optimal tracking angle determination unit includes:
  • a radiation data conversion subunit configured to convert the real-time total radiation of the inclined surface into real-time horizontal radiation data
  • the short-term horizontal radiation data acquisition subunit is used to acquire short-term horizontal radiation data
  • the short-term horizontal radiation data is the horizontal radiation data in the preset time period before the current moment
  • the preset time period is set according to the preset smoothing algorithm of
  • a smoothing processing subunit configured to use a preset smoothing algorithm to smooth the real-time horizontal radiation data according to the short-term horizontal radiation data, to obtain smoothed real-time horizontal radiation data;
  • the optimal tracking angle determining subunit is used to determine the optimal tracking angle of the tracking bracket according to the smoothed real-time horizontal radiation data.
  • the optimal tracking angle determining subunit is specifically used for:
  • the optimal tracking angle is determined according to the theoretical total radiation amount corresponding to each inclination angle of the tracking bracket within a preset angle range.
  • the optimal tracking angle determining subunit is specifically used for:
  • the tracking bracket angle corresponding to the maximum theoretical total radiation amount is determined as the optimal tracking angle
  • the critical angle is determined as the optimal tracking angle.
  • the power-radiation model is constructed in advance based on the historical irradiance meter data and the corresponding inverter power, and the real-time total radiation of the inclined surface corresponding to the real-time inverter power is calculated based on the power-radiation model. According to the real-time The total radiation of the inclined surface determines the optimal tracking angle of the tracking bracket, so that the calculation and control of the optimal tracking angle can be realized without adding hardware equipment.
  • FIG. 1 is a schematic flow diagram of a tracking control method disclosed in an embodiment of the present invention
  • FIG. 2 is a schematic flowchart of a partial method of a tracking control method disclosed in an embodiment of the present invention
  • Fig. 3 is a schematic diagram of a power-radiation fitting disclosed in an embodiment of the present invention.
  • Fig. 4 is a schematic flowchart of a partial method of a tracking control method disclosed in an embodiment of the present invention
  • Fig. 5 is a schematic structural diagram of a tracking control device disclosed in an embodiment of the present invention.
  • the present invention provides a tracking control method and device.
  • a power-radiation model in advance based on historical irradiance meter data and corresponding inverter power
  • the real-time inclination corresponding to real-time inverter power can be calculated based on the power-radiation model.
  • the total radiation amount of the surface, so that the optimal tracking angle of the tracking bracket can be determined according to the real-time total radiation amount of the inclined surface without adding hardware equipment.
  • a tracking control method disclosed in this embodiment includes the following steps:
  • S102 Input the real-time inverter power into the power-radiation model to obtain the real-time total radiation of the inclined surface.
  • the power-radiation model is constructed in advance based on the historical irradiator data and the corresponding inverter power;
  • each grid-connected photovoltaic power station must be installed with an irradiator.
  • a power-radiation model is constructed based on the historical irradiator data and the corresponding inverter power, so that the real-time inverter can be calculated based on the power-radiation model.
  • the real-time total radiation of the inclined surface corresponding to the power of the detector does not need to add any hardware devices.
  • the power-radiation model represents the corresponding relationship between the inverter power and the total radiation of the inclined surface, and the real-time total radiation of the inclined surface can be obtained by inputting the real-time inverter power into the power-radiation model.
  • this embodiment discloses a method for constructing a power-radiation model, which specifically includes the following steps:
  • the tracking bracket angle is acquired by the bracket controller installed on the tracking axis.
  • the direct radiation data or diffuse radiation data in the historical irradiance data is missing or the data quality is not good, input the horizontal total radiation data (GHI) at the same historical moment into the radiation decomposition model, such as the Perez model, etc., to obtain the direct radiation data (DNI ) and diffuse radiation data (DHI).
  • GHI horizontal total radiation data
  • the irradiation data of nearby national weather stations or the radiation data of high-quality meteorological satellites can be used instead.
  • the radiation dose calculation model of the inclined surface may be any existing calculation model, which is not specifically limited in the present invention.
  • the inverter power can be calculated according to the inverter current and voltage at each historical moment.
  • the preset method can be a linear fitting method, or use other machine learning methods such as random forest, KNN (k-NearestNeighbor, k-nearest neighbor classification algorithm) in combination with parameters such as temperature, solar azimuth, and altitude angle, and the present invention does not specifically limit it .
  • KNN k-NearestNeighbor, k-nearest neighbor classification algorithm
  • the historical data can be divided into different seasons, and the power-radiation corresponding to different seasons can be constructed respectively.
  • the model When applying the model, first determine the season at the current time, and then input the real-time inverter power into the power-radiation model corresponding to the season at the current time to obtain the real-time total radiation of the inclined surface.
  • the historical data can also be divided into different temperature interval historical data, and the power-radiation models corresponding to different temperature intervals are respectively constructed.
  • the temperature at the current moment is first determined, and then the real-time inverter power is input to the current moment.
  • the power-radiation model corresponding to the temperature range of the temperature is used to obtain the real-time total radiation of the inclined surface.
  • S103 Determine the optimal tracking angle of the tracking bracket according to the real-time total radiation amount of the inclined surface
  • One of the optional methods to determine the optimal tracking angle of the tracking bracket is: input the real-time total radiation of the inclined surface into the inclination-horizontal radiation conversion model to obtain real-time horizontal radiation data, and then input the time-horizontal radiation data into the inclined surface radiation Calculate the model to obtain the theoretical total radiation amount corresponding to each inclination angle of the tracking bracket within the preset angle range, and finally determine the optimal tracking angle according to the theoretical total radiation amount corresponding to each inclination angle of the tracking bracket within the preset angle range.
  • this embodiment also provides a smoothing-based determination
  • the method of tracking the optimal tracking angle of the support after converting the real-time total radiation of the inclined surface into real-time horizontal radiation data, and obtaining the short-term horizontal radiation data, using the preset smoothing algorithm to process the real-time horizontal radiation data according to the short-term horizontal radiation data Smoothing processing, so as to determine the optimal tracking angle of the tracking bracket according to the real-time horizontal radiation data after smoothing processing, wherein the short-term horizontal radiation data is the horizontal radiation data in the preset time period before the current moment, and the preset time period is based on Default smoothing algorithm set.
  • an optional smoothing-based method for determining the optimal tracking angle of the tracking bracket disclosed in this embodiment specifically includes the following steps:
  • S301 Obtain the short-term total radiation of the inclined surface, the short-term total radiation of the inclined surface is the total radiation of the inclined surface in a preset time period before the current moment, and the preset time period is set according to a preset smoothing algorithm;
  • the time range corresponding to the short-term total radiation on the inclined surface is set according to the subsequent smoothing algorithm, for example, it can be set to 30 minutes before the current time.
  • the short-term inverter power first obtain the inverter power in the preset time period before the current moment, that is, the short-term inverter power, and then input the short-term inverter power into the power-radiation model to obtain the total radiation amount of the short-term inclined surface.
  • S302 Input the real-time total radiation amount of the inclined surface and the short-term total radiation amount of the inclined surface into the inclination-horizontal radiation conversion model respectively to obtain real-time horizontal radiation data and short-term horizontal radiation data;
  • the inclination-horizontal radiation conversion model may be a GTI_DIRINT model, etc., which is not specifically limited in the present invention.
  • the real-time total radiation of the inclined surface and the short-term total radiation of the inclined surface are respectively input into the conversion model of the inclination-horizontal radiation.
  • the preset smoothing algorithm can be fractal adaptive moving average, Hull moving average and other moving average methods. Overall, the smoothed real-time horizontal radiation data can be obtained as follows:
  • EMA t represents the exponential moving average at time t
  • represents the attenuation degree of the weight
  • the value is between 0 and 1. The larger ⁇ is, the faster the past observations decay.
  • the value of ⁇ can be determined by the preset smoothing algorithm set up.
  • S304 Input the smoothed real-time horizontal radiation data into the inclined surface radiation calculation model to obtain the theoretical total radiation amount corresponding to each inclination angle of the tracking bracket within the preset angle range;
  • the horizontal total radiation data (GHI), direct radiation data (DNI) and diffuse radiation data (DHI) in the smoothed real-time horizontal radiation data are input into the slope radiation calculation model, and exhaustively obtain the tracking bracket in the preset
  • the theoretical total radiation amount corresponding to each inclination angle within the angle range (such as plus or minus 45 degrees).
  • S305 Determine the optimal tracking angle according to the theoretical total radiation amount corresponding to each inclination angle of the tracking bracket within the preset angle range.
  • the angle of the tracking bracket corresponding to the maximum theoretical total radiation is determined from the theoretical total radiation corresponding to each inclination of the tracking bracket within the preset angle range, and then, according to parameters such as component width and array spacing, and sun trajectory parameters, judge Whether the tracking bracket angle corresponding to the maximum theoretical total radiation will cause occlusion between component arrays, if it will not cause occlusion between component arrays, determine the tracking bracket angle corresponding to the maximum theoretical total radiation as the optimal tracking angle, if it will cause component arrays Inter-occlusion, calculate the critical angle for shadow generation, and determine the critical angle as the optimal tracking angle. It is further ensured that the final optimal tracking angle is the global optimum.
  • S104 controlling the angle of the tracking bracket to be adjusted to an optimal tracking angle.
  • a tracking control method disclosed in this embodiment constructs a power-radiation model based on the historical irradiator data and the corresponding inverter power in advance, and realizes the calculation of the real-time corresponding to the real-time inverter power based on the power-radiation model.
  • the total radiation of the inclined surface can track the real-time radiation intensity without installing new hardware equipment or communication equipment, which effectively reduces the construction cost and the stability of communication.
  • the smoothing method is used to smooth the real-time horizontal radiation data.
  • this embodiment discloses a tracking control device correspondingly, please refer to Figure 5, the device includes:
  • a real-time inverter power acquisition unit 401 configured to acquire real-time inverter power
  • the power radiation conversion unit 402 is used to input the real-time inverter power into the power-radiation model to obtain the real-time total radiation of the inclined surface.
  • the power-radiation model is based on the historical irradiance meter data and the corresponding inverter built of power;
  • An optimal tracking angle determination unit 403, configured to determine the optimal tracking angle of the tracking bracket according to the total radiation amount of the real-time inclined surface
  • the tracking control unit 404 is configured to control the adjustment of the angle of the tracking support to the optimal tracking angle.
  • the device also includes:
  • the historical irradiance meter data acquisition unit is used to acquire the historical irradiance meter data and the corresponding tracking bracket angle, the historical irradiance meter data includes horizontal total radiation data, direct radiation data and diffuse radiation data at each historical moment;
  • the total radiation amount calculation unit on the inclined surface is used to input the historical irradiance meter data and the corresponding tracking bracket angle into the radiation amount calculation model on the inclined surface, so as to obtain the total radiation amount on the inclined surface at the corresponding tracking bracket angle at each historical moment;
  • a historical inverter power acquisition unit configured to acquire inverter power at each historical moment
  • the power-radiation model construction unit is used to construct and represent the total radiation amount of the inclined surface and the inverter power according to the total radiation amount of the inclined surface and the inverter power at the corresponding tracking support angle at each historical moment according to the preset method.
  • the power-radiation model construction unit is specifically used for:
  • the power-radiation model corresponding to each season is constructed according to the total radiation amount of the inclined surface and the power of the inverter at the corresponding tracking support angle at each historical moment of each season.
  • the power radiation conversion unit is specifically used for:
  • the real-time inverter power is input to the power-radiation model corresponding to the season at the current moment to obtain the real-time total radiation amount of the inclined surface.
  • the optimal tracking angle determining unit 403 includes:
  • a radiation data conversion subunit configured to convert the real-time total radiation of the inclined surface into real-time horizontal radiation data
  • the short-term horizontal radiation data acquisition subunit is used to acquire short-term horizontal radiation data
  • the short-term horizontal radiation data is the horizontal radiation data in the preset time period before the current moment
  • the preset time period is set according to the preset smoothing algorithm of
  • a smoothing processing subunit configured to use a preset smoothing algorithm to smooth the real-time horizontal radiation data according to the short-term horizontal radiation data, to obtain smoothed real-time horizontal radiation data;
  • the optimal tracking angle determination subunit is used to determine the optimal tracking angle of the tracking bracket according to the smoothed real-time horizontal radiation data.
  • the optimal tracking angle determining subunit is specifically used for:
  • the optimal tracking angle is determined according to the theoretical total radiation amount corresponding to each inclination angle of the tracking bracket within a preset angle range.
  • the optimal tracking angle determining subunit is specifically used for:
  • the tracking bracket angle corresponding to the maximum theoretical total radiation amount is determined as the optimal tracking angle
  • the critical angle is determined as the optimal tracking angle.
  • a tracking control device disclosed in this embodiment by constructing a power-radiation model in advance based on the historical irradiance meter data and the corresponding inverter power, realizes the calculation of the real-time inclined plane corresponding to the real-time inverter power based on the power-radiation model
  • the total radiation amount can track the real-time radiation intensity without installing new hardware equipment or communication equipment, which effectively reduces the construction cost and the stability of communication.
  • the optimal tracking angle is smooth enough when the irradiance fluctuation is not obvious, and can be quickly captured when the irradiance changes sharply, and the lag is minimized, so that the tracking angle is optimized, which not only ensures that the tracking angle is relatively smooth, but does not occur frequently Fluctuation, loss of support and motor life, and ensures rapid tracking when weather conditions change rapidly, reducing power loss caused by excessive smoothing.
  • each embodiment in this specification is described in a progressive manner, each embodiment focuses on the difference from other embodiments, and the same and similar parts of each embodiment can be referred to each other.
  • the description is relatively simple, and for relevant details, please refer to the description of the method part.
  • RAM random access memory
  • ROM read-only memory
  • EEPROM electrically programmable ROM
  • EEPROM electrically erasable programmable ROM
  • registers hard disk, removable disk, CD-ROM, or any other Any other known storage medium.

Abstract

A tracking control method and apparatus. By constructing a power-radiation model in advance according to historical irradiator data and corresponding inverter power, a real-time total inclined surface radiation amount corresponding to real-time inverter power is calculated on the basis of the power-radiation model; and an optimal tracking angle of a tracking support is determined according to the real-time total inclined surface radiation amount, thereby achieving the calculation and control of the optimal tracking angle while a hardware device does not need to be added.

Description

一种跟踪控制方法及装置A tracking control method and device
本申请要求于2021年12月15日提交中国专利局、申请号为202111535345.3、发明名称为“一种跟踪控制方法及装置”的国内申请的优先权,其全部内容通过引用结合在本申请中。This application claims the priority of the domestic application submitted to the China Patent Office on December 15, 2021 with the application number 202111535345.3 and the title of the invention "A Tracking Control Method and Device", the entire contents of which are incorporated in this application by reference.
技术领域technical field
本发明涉及光伏发电技术领域,更具体的,涉及一种跟踪控制方法及装置。The present invention relates to the technical field of photovoltaic power generation, and more specifically, to a tracking control method and device.
背景技术Background technique
光伏组件的发电效率与太阳辐照角度密切相关,当太阳垂直照射光伏组件时,光伏组件的发电效率最高。在实际应用中,为了使光伏组件的发电效率最高,利用跟踪技术调节跟踪支架的角度,使光伏组件在最优跟踪角度。The power generation efficiency of photovoltaic modules is closely related to the angle of solar radiation. When the sun illuminates the photovoltaic modules vertically, the power generation efficiency of photovoltaic modules is the highest. In practical applications, in order to maximize the power generation efficiency of photovoltaic modules, the tracking technology is used to adjust the angle of the tracking bracket so that the photovoltaic modules are at the optimal tracking angle.
目前常规的跟踪技术主要通过安装多个传感器来感知不同方向太阳辐射的变化,虽然能得到较为精确的辐照情况,但需要加装硬件设备,不但会增加投资建设成本,并且存在由于设备间通讯不稳定导致跟踪角度错误的可能性。At present, the conventional tracking technology mainly senses the change of solar radiation in different directions by installing multiple sensors. Although it can obtain more accurate radiation conditions, it needs to install additional hardware equipment, which will not only increase investment and construction costs, but also exist due to communication between devices. Possibility of instability leading to wrong tracking angles.
发明内容Contents of the invention
有鉴于此,本发明提供了一种跟踪控制方法及装置,在不需要增加硬件设备的基础上,实现最优跟踪角度计算及控制。In view of this, the present invention provides a tracking control method and device, which can realize optimal tracking angle calculation and control without adding hardware equipment.
为了实现上述发明目的,本发明提供的具体技术方案如下:In order to realize the foregoing invention object, the specific technical scheme provided by the present invention is as follows:
一种跟踪控制方法,包括:A tracking control method, comprising:
获取实时逆变器功率;Obtain real-time inverter power;
将所述实时逆变器功率输入到功率-辐射模型,得到实时倾斜面总辐射量,所述功率-辐射模型是预先根据历史辐照仪数据以及对应的逆变器功率构建的;The real-time inverter power is input into the power-radiation model to obtain the real-time total radiation of the inclined surface, and the power-radiation model is constructed in advance according to the historical irradiator data and the corresponding inverter power;
根据所述实时倾斜面总辐射量确定跟踪支架的最优跟踪角度;Determine the optimal tracking angle of the tracking bracket according to the total radiation amount of the real-time inclined surface;
控制跟踪支架的角度调整为所述最优跟踪角度。The angle of the control tracking bracket is adjusted to the optimal tracking angle.
可选的,所述方法还包括:Optionally, the method also includes:
获取历史辐照仪数据以及对应的跟踪支架角度,历史辐照仪数据包括每一历史时刻的水平总辐射数据、直射辐射数据和散射辐射数据;Obtain the historical irradiance meter data and the corresponding tracking bracket angle. The historical irradiance meter data includes the horizontal total radiation data, direct radiation data and diffuse radiation data at each historical moment;
将历史辐照仪数据以及对应的跟踪支架角度输入倾斜面辐射量计算模型,得到每一历史时刻在对应的跟踪支架角度下的倾斜面总辐射量;Input the historical irradiance meter data and the corresponding tracking bracket angle into the calculation model of the radiation amount on the inclined surface, and obtain the total radiation amount on the inclined surface at the corresponding tracking bracket angle at each historical moment;
获取每一历史时刻的逆变器功率;Obtain the inverter power at each historical moment;
按照预设方法,根据每一历史时刻在对应的跟踪支架角度下的倾斜面总辐射量以及逆变器功率,构建表示倾斜面总辐射量与逆变器功率之间转换关系的所述功率-辐射模型。According to the preset method, according to the total radiation amount of the inclined surface and the inverter power at the corresponding tracking bracket angle at each historical moment, the power representing the conversion relationship between the total radiation amount of the inclined surface and the inverter power is constructed- radiation model.
可选的,所述按照预设方法,根据每一历史时刻在对应的跟踪支架角度下的倾斜面总辐射量以及逆变器功率,构建表示倾斜面总辐射量与逆变器功率之间转换关系的所述功率-辐射模型,包括:Optionally, according to the preset method, according to the total radiation of the inclined surface and the power of the inverter at the corresponding tracking support angle at each historical moment, the conversion between the total radiation of the inclined surface and the inverter power is constructed The power-radiation model of the relationship includes:
将每一历史时刻划分为不同季节历史时刻;Divide each historical moment into different seasonal historical moments;
按照预设方法,分别根据每个季节历史时刻在对应的跟踪支架角度下的倾斜面总辐射量以及逆变器功率,构建每个季节对应的所述功率-辐射模型。According to the preset method, the power-radiation model corresponding to each season is constructed according to the total radiation amount of the inclined surface and the power of the inverter at the corresponding tracking support angle at each historical moment of each season.
可选的,将所述实时逆变器功率输入到功率-辐射模型,得到实时倾斜面总辐射量,包括:Optionally, the real-time inverter power is input into the power-radiation model to obtain the real-time total radiation of the inclined surface, including:
确定当前时刻所在季节;Determine the season at the current moment;
将所述实时逆变器功率输入到当前时刻所在季节对应的所述功率-辐射模型,得到实时倾斜面总辐射量。The real-time inverter power is input to the power-radiation model corresponding to the season at the current moment to obtain the real-time total radiation amount of the inclined surface.
可选的,根据所述实时倾斜面总辐射量确定跟踪支架的最优跟踪角度,包括:Optionally, determining the optimal tracking angle of the tracking bracket according to the real-time total radiation amount of the inclined surface includes:
将所述实时倾斜面总辐射量转换为实时水平辐射数据,并获取短期水平辐射数据,所述短期水平辐射数据为当前时刻之前预设时间段内的水平辐射数据,所述预设时间段为根据预设平滑算法设定的;Converting the real-time total radiation amount of the inclined surface into real-time horizontal radiation data, and obtaining short-term horizontal radiation data, the short-term horizontal radiation data is horizontal radiation data within a preset time period before the current moment, and the preset time period is Set according to the default smoothing algorithm;
利用预设平滑算法,根据所述短期水平辐射数据对所述实时水平辐射数据进行平滑处理,得到平滑处理后的实时水平辐射数据;smoothing the real-time horizontal radiation data according to the short-term horizontal radiation data by using a preset smoothing algorithm to obtain smoothed real-time horizontal radiation data;
根据平滑处理后的实时水平辐射数据,确定跟踪支架的最优跟踪角度。According to the smoothed real-time horizontal radiation data, the optimal tracking angle of the tracking bracket is determined.
可选的,所述根据平滑处理后的实时水平辐射数据,确定跟踪支架的最优跟踪角度,包括:Optionally, the determining the optimal tracking angle of the tracking bracket according to the smoothed real-time horizontal radiation data includes:
将平滑处理后的实时水平辐射数据输入到倾斜面辐射计算模型,得到跟踪支架在预设角度范围内每个倾角对应的理论总辐射量;Input the smoothed real-time horizontal radiation data into the inclined surface radiation calculation model to obtain the theoretical total radiation corresponding to each inclination of the tracking bracket within the preset angle range;
根据跟踪支架在预设角度范围内每个倾角对应的理论总辐射量,确定所述最优跟踪角度。The optimal tracking angle is determined according to the theoretical total radiation amount corresponding to each inclination angle of the tracking bracket within a preset angle range.
可选的,所述根据跟踪支架在预设角度范围内每个倾角对应的理论总辐射量,确定所述最优跟踪角度,包括:Optionally, determining the optimal tracking angle according to the theoretical total radiation amount corresponding to each inclination angle of the tracking bracket within the preset angle range includes:
从跟踪支架在预设角度范围内每个倾角对应的理论总辐射量中确定最大理论总辐射量对应的跟踪支架角度;Determine the tracking bracket angle corresponding to the maximum theoretical total radiation amount from the theoretical total radiation amount corresponding to each inclination angle of the tracking bracket within the preset angle range;
判断最大理论总辐射量对应的跟踪支架角度是否会导致组件阵列间遮挡;Determine whether the tracking bracket angle corresponding to the maximum theoretical total radiation will cause occlusion between component arrays;
若不会导致组件阵列间遮挡,将最大理论总辐射量对应的跟踪支架角度确定为所述最优跟踪角度;If it will not cause occlusion between component arrays, the tracking bracket angle corresponding to the maximum theoretical total radiation amount is determined as the optimal tracking angle;
若会导致组件阵列间遮挡,计算产生阴影的临界角度;If it will cause occlusion between component arrays, calculate the critical angle for shadow generation;
将所述临界角度确定为所述最优跟踪角度。The critical angle is determined as the optimal tracking angle.
一种跟踪控制装置,包括:A tracking control device, comprising:
实时逆变器功率获取单元,用于获取实时逆变器功率;A real-time inverter power acquisition unit, configured to acquire real-time inverter power;
功率辐射换算单元,用于将所述实时逆变器功率输入到功率-辐射模型,得到实时倾斜面总辐射量,所述功率-辐射模型是预先根据历史辐照仪数据以及对应的逆变器功率构建的;The power radiation conversion unit is used to input the real-time inverter power into the power-radiation model to obtain the real-time total radiation of the inclined surface. The power-radiation model is based on the historical irradiance meter data and the corresponding inverter power built;
最优跟踪角度确定单元,用于根据所述实时倾斜面总辐射量确定跟踪支架的最优跟踪角度;An optimal tracking angle determination unit, configured to determine the optimal tracking angle of the tracking bracket according to the total radiation amount of the real-time inclined surface;
跟踪控制单元,用于控制跟踪支架的角度调整为所述最优跟踪角度。The tracking control unit is used to control the adjustment of the angle of the tracking support to the optimal tracking angle.
可选的,所述装置还包括:Optionally, the device also includes:
历史辐照仪数据获取单元,用于获取历史辐照仪数据以及对应的跟踪支架角度,历史辐照仪数据包括每一历史时刻的水平总辐射数据、直射辐射数据和散射辐射数据;The historical irradiance meter data acquisition unit is used to acquire the historical irradiance meter data and the corresponding tracking bracket angle, the historical irradiance meter data includes horizontal total radiation data, direct radiation data and diffuse radiation data at each historical moment;
倾斜面总辐射量计算单元,用于将历史辐照仪数据以及对应的跟踪支架角度输入倾斜面辐射量计算模型,得到每一历史时刻在对应的跟踪支架角度下的倾斜面总辐射量;The total radiation amount calculation unit on the inclined surface is used to input the historical irradiance meter data and the corresponding tracking bracket angle into the radiation amount calculation model on the inclined surface, so as to obtain the total radiation amount on the inclined surface at the corresponding tracking bracket angle at each historical moment;
历史逆变器功率获取单元,用于获取每一历史时刻的逆变器功率;A historical inverter power acquisition unit, configured to acquire inverter power at each historical moment;
功率-辐射模型构建单元,用于按照预设方法,根据每一历史时刻在对应的跟踪支架角度下的倾斜面总辐射量以及逆变器功率,构建表示倾斜面总辐射量与逆变器功率之间转换关系的所述功率-辐射模型。The power-radiation model construction unit is used to construct and represent the total radiation amount of the inclined surface and the inverter power according to the total radiation amount of the inclined surface and the inverter power at the corresponding tracking support angle at each historical moment according to the preset method. The power-radiation model of the conversion relationship between.
可选的,所述功率-辐射模型构建单元,具体用于:Optionally, the power-radiation model construction unit is specifically used for:
将每一历史时刻划分为不同季节历史时刻;Divide each historical moment into different seasonal historical moments;
按照预设方法,分别根据每个季节历史时刻在对应的跟踪支架角度下的倾斜面总辐射量以及逆变器功率,构建每个季节对应的所述功率-辐射模型。According to the preset method, the power-radiation model corresponding to each season is constructed according to the total radiation amount of the inclined surface and the power of the inverter at the corresponding tracking support angle at each historical moment of each season.
可选的,所述功率辐射换算单元,具体用于:Optionally, the power radiation conversion unit is specifically used for:
确定当前时刻所在季节;Determine the season at the current moment;
将所述实时逆变器功率输入到当前时刻所在季节对应的所述功率-辐射模型,得到实时倾斜面总辐射量。The real-time inverter power is input to the power-radiation model corresponding to the season at the current moment to obtain the real-time total radiation amount of the inclined surface.
可选的,所述最优跟踪角度确定单元,包括:Optionally, the optimal tracking angle determination unit includes:
辐射数据转换子单元,用于将所述实时倾斜面总辐射量转换为实时水平辐射数据;A radiation data conversion subunit, configured to convert the real-time total radiation of the inclined surface into real-time horizontal radiation data;
短期水平辐射数据获取子单元,用于获取短期水平辐射数据,所述短期水平辐射数据为当前时刻之前预设时间段内的水平辐射数据,所述预设时间段为根据预设平滑算法设定的;The short-term horizontal radiation data acquisition subunit is used to acquire short-term horizontal radiation data, the short-term horizontal radiation data is the horizontal radiation data in the preset time period before the current moment, and the preset time period is set according to the preset smoothing algorithm of;
平滑处理子单元,用于利用预设平滑算法,根据所述短期水平辐射数据对所述实时水平辐射数据进行平滑处理,得到平滑处理后的实时水平辐射数据;A smoothing processing subunit, configured to use a preset smoothing algorithm to smooth the real-time horizontal radiation data according to the short-term horizontal radiation data, to obtain smoothed real-time horizontal radiation data;
最优跟踪角度确定子单元,用于根据平滑处理后的实时水平辐射数据,确定跟踪支架的最优跟踪角度。The optimal tracking angle determining subunit is used to determine the optimal tracking angle of the tracking bracket according to the smoothed real-time horizontal radiation data.
可选的,所述最优跟踪角度确定子单元,具体用于:Optionally, the optimal tracking angle determining subunit is specifically used for:
将平滑处理后的实时水平辐射数据输入到倾斜面辐射计算模型,得到跟踪支架在预设角度范围内每个倾角对应的理论总辐射量;Input the smoothed real-time horizontal radiation data into the inclined surface radiation calculation model to obtain the theoretical total radiation corresponding to each inclination of the tracking bracket within the preset angle range;
根据跟踪支架在预设角度范围内每个倾角对应的理论总辐射量,确定所述最优跟踪角度。The optimal tracking angle is determined according to the theoretical total radiation amount corresponding to each inclination angle of the tracking bracket within a preset angle range.
可选的,所述最优跟踪角度确定子单元,具体用于:Optionally, the optimal tracking angle determining subunit is specifically used for:
将平滑处理后的实时水平辐射数据输入到倾斜面辐射计算模型,得到跟踪支架在预设角度范围内每个倾角对应的理论总辐射量;Input the smoothed real-time horizontal radiation data into the inclined surface radiation calculation model to obtain the theoretical total radiation corresponding to each inclination of the tracking bracket within the preset angle range;
从跟踪支架在预设角度范围内每个倾角对应的理论总辐射量中确定最大理论总辐射量对应的跟踪支架角度;Determine the tracking bracket angle corresponding to the maximum theoretical total radiation amount from the theoretical total radiation amount corresponding to each inclination angle of the tracking bracket within the preset angle range;
判断最大理论总辐射量对应的跟踪支架角度是否会导致组件阵列间遮挡;Determine whether the tracking bracket angle corresponding to the maximum theoretical total radiation will cause occlusion between component arrays;
若不会导致组件阵列间遮挡,将最大理论总辐射量对应的跟踪支架角度确定为所述最优跟踪角度;If it will not cause occlusion between component arrays, the tracking bracket angle corresponding to the maximum theoretical total radiation amount is determined as the optimal tracking angle;
若会导致组件阵列间遮挡,计算产生阴影的临界角度;If it will cause occlusion between component arrays, calculate the critical angle for shadow generation;
将所述临界角度确定为所述最优跟踪角度。The critical angle is determined as the optimal tracking angle.
本实施例中,通过预先根据历史辐照仪数据以及对应的逆变器功率构建功率-辐射模型,实现基于该功率-辐射模型计算实时逆变器功率对应的实时倾斜面总辐射量,根据实时倾斜面总辐射量确定跟踪支架的最优跟踪角度,从而在不需要增加硬件设备的基础上,实现最优跟踪角度计算及控制。In this embodiment, the power-radiation model is constructed in advance based on the historical irradiance meter data and the corresponding inverter power, and the real-time total radiation of the inclined surface corresponding to the real-time inverter power is calculated based on the power-radiation model. According to the real-time The total radiation of the inclined surface determines the optimal tracking angle of the tracking bracket, so that the calculation and control of the optimal tracking angle can be realized without adding hardware equipment.
附图说明Description of drawings
为了更清楚地说明本发明实施例或现有技术中的技术方案,下面将对实施例或现有技术描述中所需要使用的附图作简单地介绍,显而易见地,下面描述中的附图仅仅是本发明的实施例,对于本领域普通技术人员来讲,在不付出创造性劳动的前提下,还可以根据提供的附图获得其它的附图。In order to more clearly illustrate the technical solutions in the embodiments of the present invention or the prior art, the following will briefly introduce the drawings that need to be used in the description of the embodiments or the prior art. Obviously, the accompanying drawings in the following description are only It is an embodiment of the present invention, and those skilled in the art can also obtain other drawings according to the provided drawings on the premise of not paying creative efforts.
图1为本发明实施例公开的一种跟踪控制方法的流程示意图;FIG. 1 is a schematic flow diagram of a tracking control method disclosed in an embodiment of the present invention;
图2为本发明实施例公开的一种跟踪控制方法的部分方法流程示意图;FIG. 2 is a schematic flowchart of a partial method of a tracking control method disclosed in an embodiment of the present invention;
图3为本发明实施例公开的一种功率-辐射拟合示意图;Fig. 3 is a schematic diagram of a power-radiation fitting disclosed in an embodiment of the present invention;
图4为本发明实施例公开的一种跟踪控制方法的部分方法流程示意图;Fig. 4 is a schematic flowchart of a partial method of a tracking control method disclosed in an embodiment of the present invention;
图5为本发明实施例公开的一种跟踪控制装置的结构示意图。Fig. 5 is a schematic structural diagram of a tracking control device disclosed in an embodiment of the present invention.
具体实施方式Detailed ways
下面将结合本发明实施例中的附图,对本发明实施例中的技术方案进行清楚、完整地描述,显然,所描述的实施例仅仅是本发明一部分实施例,而不是全部的实施例。基于本发明中的实施例,本领域普通技术人员在没有做出创造性劳动前提下所获得的所有其他实施例,都属于本发明保护的范围。The following will clearly and completely describe the technical solutions in the embodiments of the present invention with reference to the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are only some, not all, embodiments of the present invention. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the protection scope of the present invention.
本发明提供了一种跟踪控制方法及装置,通过预先根据历史辐照仪数据以及对应的逆变器功率构建功率-辐射模型,实现基于该功率-辐射模型计算实时逆变器功率对应的实时倾斜面总辐射量,从而在不需要增加硬件设备的基础上,根据实时倾斜面总辐射量确定跟踪支架的最优跟踪角度。The present invention provides a tracking control method and device. By constructing a power-radiation model in advance based on historical irradiance meter data and corresponding inverter power, the real-time inclination corresponding to real-time inverter power can be calculated based on the power-radiation model. The total radiation amount of the surface, so that the optimal tracking angle of the tracking bracket can be determined according to the real-time total radiation amount of the inclined surface without adding hardware equipment.
具体的,请参阅图1,本实施例公开的一种跟踪控制方法包括以下步骤:Specifically, referring to FIG. 1, a tracking control method disclosed in this embodiment includes the following steps:
S101:获取实时逆变器功率;S101: Obtain real-time inverter power;
获取实时逆变器电流以及电压,并根据逆变器电流以及电压计算实时逆变器功率。Obtain real-time inverter current and voltage, and calculate real-time inverter power based on inverter current and voltage.
S102:将实时逆变器功率输入到功率-辐射模型,得到实时倾斜面总辐射量,功率-辐射模型是预先根据历史辐照仪数据以及对应的逆变器功率构建的;S102: Input the real-time inverter power into the power-radiation model to obtain the real-time total radiation of the inclined surface. The power-radiation model is constructed in advance based on the historical irradiator data and the corresponding inverter power;
根据国家电网要求,每个并网光伏电站均须安装辐照仪,本实施例根据历史辐照仪数据以及对应的逆变器功率构建功率-辐射模型,从而基于功率-辐射模型计算实时逆变器功率对应的实时倾斜面总辐射量,不需要添加任何硬件设备。According to the requirements of the State Grid, each grid-connected photovoltaic power station must be installed with an irradiator. In this embodiment, a power-radiation model is constructed based on the historical irradiator data and the corresponding inverter power, so that the real-time inverter can be calculated based on the power-radiation model. The real-time total radiation of the inclined surface corresponding to the power of the detector does not need to add any hardware devices.
功率-辐射模型表示逆变器功率与倾斜面总辐射量之间的对应关系,将实时逆变器功率输入到功率-辐射模型即可得到实时倾斜面总辐射量。The power-radiation model represents the corresponding relationship between the inverter power and the total radiation of the inclined surface, and the real-time total radiation of the inclined surface can be obtained by inputting the real-time inverter power into the power-radiation model.
请参阅图2,本实施例公开了一种构建功率-辐射模型的方法,具体包括以下步骤:Referring to Fig. 2, this embodiment discloses a method for constructing a power-radiation model, which specifically includes the following steps:
S201:获取历史辐照仪数据以及对应的跟踪支架角度,历史辐照仪数据包括每一历史时刻的水平总辐射数据、直射辐射数据和散射辐射数据;S201: Obtain historical irradiance meter data and corresponding tracking bracket angles, the historical irradiance meter data includes horizontal total radiation data, direct radiation data and diffuse radiation data at each historical moment;
跟踪支架角度通过安装在跟踪轴上的支架控制器获取。The tracking bracket angle is acquired by the bracket controller installed on the tracking axis.
若历史辐照仪数据中的直射辐射数据或散射辐射数据缺失或者数据质量不佳,将同一历史时刻的水平总辐射数据(GHI)输入辐射分解模型,如Perez模型等,得到直射辐射数据(DNI)和散射辐射数据(DHI)。If the direct radiation data or diffuse radiation data in the historical irradiance data is missing or the data quality is not good, input the horizontal total radiation data (GHI) at the same historical moment into the radiation decomposition model, such as the Perez model, etc., to obtain the direct radiation data (DNI ) and diffuse radiation data (DHI).
进一步,若电站辐照仪历史数据无法获取,则可利用附近国家气象站辐照数据代替或者高质量气象卫星辐射数据代替。Furthermore, if the historical data of the radiometer of the power station cannot be obtained, the irradiation data of nearby national weather stations or the radiation data of high-quality meteorological satellites can be used instead.
S202:将历史辐照仪数据以及对应的跟踪支架角度输入倾斜面辐射量计算模型,得到每一历史时刻在对应的跟踪支架角度下的倾斜面总辐射量;S202: Input the historical irradiance meter data and the corresponding tracking bracket angle into the calculation model of the radiation amount on the inclined surface, and obtain the total radiation amount on the inclined surface under the corresponding tracking bracket angle at each historical moment;
其中,倾斜面辐射量计算模型可以为现有的任意一种计算模型,本发明不做具体限定。Wherein, the radiation dose calculation model of the inclined surface may be any existing calculation model, which is not specifically limited in the present invention.
S203:获取每一历史时刻的逆变器功率;S203: Obtain the inverter power at each historical moment;
根据每一历史时刻的逆变器电流及电压可计算逆变器功率。The inverter power can be calculated according to the inverter current and voltage at each historical moment.
S204:按照预设方法,根据每一历史时刻在对应的跟踪支架角度下的倾斜面总辐射量以及逆变器功率,构建表示倾斜面总辐射量与逆变器功率之间转换关系的功率-辐射模型。S204: According to the preset method, according to the total radiation amount of the inclined surface and the inverter power at the corresponding tracking support angle at each historical moment, construct the power representing the conversion relationship between the total radiation amount of the inclined surface and the inverter power - radiation model.
预设方法可以为线性拟合方法、或者结合温度、太阳方位角、高度角等参数利用随机森林、KNN(k-NearestNeighbor,k最邻近分类算法)等其他机器学习方法,本发明不做具体限定。The preset method can be a linear fitting method, or use other machine learning methods such as random forest, KNN (k-NearestNeighbor, k-nearest neighbor classification algorithm) in combination with parameters such as temperature, solar azimuth, and altitude angle, and the present invention does not specifically limit it .
以线性拟合方法为例,通过对每一历史时刻在对应的跟踪支架角度下的倾斜面总辐射量以及逆变器功率进行线性拟合,得到表示逆变器功率与倾斜面总辐射量之间的对应关系的功率-辐射模型。图3为拟合结果为y=0.1289x的功率-辐射拟合示意图,y为倾斜面总辐射量,x为逆变器功率。Taking the linear fitting method as an example, by linearly fitting the total radiation of the inclined surface and the inverter power at the corresponding tracking bracket angle at each historical moment, the relationship between the inverter power and the total radiation of the inclined surface is obtained. The power-radiation model of the correspondence between. Fig. 3 is a schematic diagram of power-radiation fitting with a fitting result of y=0.1289x, y is the total radiation amount of the inclined surface, and x is the power of the inverter.
由于辐照转化成功率受温度影响明显,因此,在历史数据足够多的情况下,如历史数据达到一年的时间长度,可以将历史数据划分为不同季节,分别构建不同季节对应的功率-辐射模型,在应用时首先确定确定当前时刻所在季节,然后将实时逆变器功率输入到当前时刻所在季节对应的功率-辐射模型,得到实时倾斜面总辐射量。Since the success rate of irradiation conversion is significantly affected by temperature, in the case of sufficient historical data, such as the historical data reaches the length of one year, the historical data can be divided into different seasons, and the power-radiation corresponding to different seasons can be constructed respectively. When applying the model, first determine the season at the current time, and then input the real-time inverter power into the power-radiation model corresponding to the season at the current time to obtain the real-time total radiation of the inclined surface.
进一步,还可以将历史数据划分为不同的温度区间历史数据,分别构建不同温度区间对应的功率-辐射模型,在应用时首先确定当前时刻的温度,然后将实时逆变器功率输入到当前时刻的温度所在温度区间对应的功率-辐射模型,得到实时倾斜面总辐射量。Furthermore, the historical data can also be divided into different temperature interval historical data, and the power-radiation models corresponding to different temperature intervals are respectively constructed. When applying, the temperature at the current moment is first determined, and then the real-time inverter power is input to the current moment. The power-radiation model corresponding to the temperature range of the temperature is used to obtain the real-time total radiation of the inclined surface.
S103:根据实时倾斜面总辐射量确定跟踪支架的最优跟踪角度;S103: Determine the optimal tracking angle of the tracking bracket according to the real-time total radiation amount of the inclined surface;
其中一种可选的确定跟踪支架的最优跟踪角度的方法为:将实时倾斜面总辐射量输入倾角-水平辐射转换模型,得到实时水平辐射数据,然后将时水平辐射数据输入到倾斜面辐射计算模型,得到跟踪支架在预设角度范围内每个倾角对应的理论总辐射量,最后根据跟踪支架在预设角度范围内每个倾角对应的理论总辐射量,确定所述最优跟踪角度。One of the optional methods to determine the optimal tracking angle of the tracking bracket is: input the real-time total radiation of the inclined surface into the inclination-horizontal radiation conversion model to obtain real-time horizontal radiation data, and then input the time-horizontal radiation data into the inclined surface radiation Calculate the model to obtain the theoretical total radiation amount corresponding to each inclination angle of the tracking bracket within the preset angle range, and finally determine the optimal tracking angle according to the theoretical total radiation amount corresponding to each inclination angle of the tracking bracket within the preset angle range.
另外,为了在辐射波动不明显或辐照变化剧烈时能更加准确的获取跟踪支架在预设角度范围内每个倾角对应的理论总辐射量,本实施例还提供了一种基于平滑处理的确定跟踪支架的最优跟踪角度的方法,在将实时倾斜面总辐射量 转换为实时水平辐射数据,且获取短期水平辐射数据之后,利用预设平滑算法,根据短期水平辐射数据对实时水平辐射数据进行平滑处理,从而根据平滑处理后的实时水平辐射数据,确定跟踪支架的最优跟踪角度,其中,短期水平辐射数据为当前时刻之前预设时间段内的水平辐射数据,该预设时间段为根据预设平滑算法设定的。In addition, in order to more accurately obtain the theoretical total radiation amount corresponding to each inclination angle of the tracking bracket within the preset angle range when the radiation fluctuation is not obvious or the radiation changes sharply, this embodiment also provides a smoothing-based determination The method of tracking the optimal tracking angle of the support, after converting the real-time total radiation of the inclined surface into real-time horizontal radiation data, and obtaining the short-term horizontal radiation data, using the preset smoothing algorithm to process the real-time horizontal radiation data according to the short-term horizontal radiation data Smoothing processing, so as to determine the optimal tracking angle of the tracking bracket according to the real-time horizontal radiation data after smoothing processing, wherein the short-term horizontal radiation data is the horizontal radiation data in the preset time period before the current moment, and the preset time period is based on Default smoothing algorithm set.
请参阅图4,本实施例公开的一种可选的基于平滑处理的确定跟踪支架的最优跟踪角度的方法具体包括以下步骤:Referring to FIG. 4, an optional smoothing-based method for determining the optimal tracking angle of the tracking bracket disclosed in this embodiment specifically includes the following steps:
S301:获取短期倾斜面总辐射量,短期倾斜面总辐射量为当前时刻之前预设时间段内的倾斜面总辐射量,预设时间段为根据预设平滑算法设定的;S301: Obtain the short-term total radiation of the inclined surface, the short-term total radiation of the inclined surface is the total radiation of the inclined surface in a preset time period before the current moment, and the preset time period is set according to a preset smoothing algorithm;
可以理解的是,不同平滑算法所需的时间长度不同,本实施例根据后续使用的平滑算法设定短期倾斜面总辐射量对应的时间段范围,如可以设定为当前时刻之前的30分钟。It can be understood that the length of time required by different smoothing algorithms is different. In this embodiment, the time range corresponding to the short-term total radiation on the inclined surface is set according to the subsequent smoothing algorithm, for example, it can be set to 30 minutes before the current time.
具体的,首先获取当前时刻之前预设时间段内的逆变器功率,即短期逆变器功率,然后将短期逆变器功率输入到功率-辐射模型,得到短期倾斜面总辐射量。Specifically, first obtain the inverter power in the preset time period before the current moment, that is, the short-term inverter power, and then input the short-term inverter power into the power-radiation model to obtain the total radiation amount of the short-term inclined surface.
S302:将实时倾斜面总辐射量与短期倾斜面总辐射量分别输入倾角-水平辐射转换模型,得到实时水平辐射数据以及短期水平辐射数据;S302: Input the real-time total radiation amount of the inclined surface and the short-term total radiation amount of the inclined surface into the inclination-horizontal radiation conversion model respectively to obtain real-time horizontal radiation data and short-term horizontal radiation data;
倾角-水平辐射转换模型可以为GTI_DIRINT模型等,本发明不做具体限定。The inclination-horizontal radiation conversion model may be a GTI_DIRINT model, etc., which is not specifically limited in the present invention.
具体的,将实时倾斜面总辐射量与短期倾斜面总辐射量分别输入倾角-水平辐射转换模型。得到实时水平辐射数据中的水平总辐射数据(GHI)、直射辐射数据(DNI)和散射辐射数据(DHI),以及短期水平辐射数据中的水平总辐射数据(GHI)、直射辐射数据(DNI)和散射辐射数据(DHI)。Specifically, the real-time total radiation of the inclined surface and the short-term total radiation of the inclined surface are respectively input into the conversion model of the inclination-horizontal radiation. Obtain the horizontal total radiation data (GHI), direct radiation data (DNI) and diffuse radiation data (DHI) in the real-time horizontal radiation data, as well as the horizontal total radiation data (GHI), direct radiation data (DNI) in the short-term horizontal radiation data and Diffuse Radiation Data (DHI).
S303:利用预设平滑算法,根据短期水平辐射数据对实时水平辐射数据进行平滑处理,得到平滑处理后的实时水平辐射数据;S303: Using a preset smoothing algorithm, smoothing the real-time horizontal radiation data according to the short-term horizontal radiation data, to obtain smoothed real-time horizontal radiation data;
预设平滑算法可以为分形自适应移动平均、赫尔移动平均等移动平均方法,总体可按如下方法得到平滑处理后的实时水平辐射数据:The preset smoothing algorithm can be fractal adaptive moving average, Hull moving average and other moving average methods. Overall, the smoothed real-time horizontal radiation data can be obtained as follows:
Figure PCTCN2022136258-appb-000001
Figure PCTCN2022136258-appb-000001
其中,EMA t表示t时刻的指数移动平均值,α表示权重的衰减程度,取值在0和1之间,α越大,过去的观测值衰减的越快,α取值可由预设平滑算法设定。 Among them, EMA t represents the exponential moving average at time t, α represents the attenuation degree of the weight, and the value is between 0 and 1. The larger α is, the faster the past observations decay. The value of α can be determined by the preset smoothing algorithm set up.
S304:将平滑处理后的实时水平辐射数据输入到倾斜面辐射计算模型,得到跟踪支架在预设角度范围内每个倾角对应的理论总辐射量;S304: Input the smoothed real-time horizontal radiation data into the inclined surface radiation calculation model to obtain the theoretical total radiation amount corresponding to each inclination angle of the tracking bracket within the preset angle range;
具体的,将平滑处理后的实时水平辐射数据中的水平总辐射数据(GHI)、直射辐射数据(DNI)和散射辐射数据(DHI)输入倾斜面辐射计算模型,穷举得到跟踪支架在预设角度范围(如正负45度之间)内每个倾角对应的理论总辐射量。Specifically, the horizontal total radiation data (GHI), direct radiation data (DNI) and diffuse radiation data (DHI) in the smoothed real-time horizontal radiation data are input into the slope radiation calculation model, and exhaustively obtain the tracking bracket in the preset The theoretical total radiation amount corresponding to each inclination angle within the angle range (such as plus or minus 45 degrees).
S305:根据跟踪支架在预设角度范围内每个倾角对应的理论总辐射量,确定最优跟踪角度。S305: Determine the optimal tracking angle according to the theoretical total radiation amount corresponding to each inclination angle of the tracking bracket within the preset angle range.
具体的,从跟踪支架在预设角度范围内每个倾角对应的理论总辐射量中确定最大理论总辐射量对应的跟踪支架角度,然后,根据组件宽度以及阵列间距等参数、太阳轨迹参数,判断最大理论总辐射量对应的跟踪支架角度是否会导致组件阵列间遮挡,若不会导致组件阵列间遮挡,将最大理论总辐射量对应的跟踪支架角度确定为最优跟踪角度,若会导致组件阵列间遮挡,计算产生阴影的临界角度,将临界角度确定为最优跟踪角度。进一步保证最后得到的最优跟踪角度为全局最优。Specifically, the angle of the tracking bracket corresponding to the maximum theoretical total radiation is determined from the theoretical total radiation corresponding to each inclination of the tracking bracket within the preset angle range, and then, according to parameters such as component width and array spacing, and sun trajectory parameters, judge Whether the tracking bracket angle corresponding to the maximum theoretical total radiation will cause occlusion between component arrays, if it will not cause occlusion between component arrays, determine the tracking bracket angle corresponding to the maximum theoretical total radiation as the optimal tracking angle, if it will cause component arrays Inter-occlusion, calculate the critical angle for shadow generation, and determine the critical angle as the optimal tracking angle. It is further ensured that the final optimal tracking angle is the global optimum.
通过对实时水平辐射数据进行平滑处理再计算最优跟踪角度,在辐照波动不明显时足够平滑,在辐照变化剧烈时能迅速捕捉,将滞后最小化,从而对跟踪角度进行了优化,既保证了最优跟踪角度相对平滑,不发生频繁的波动,损耗支架及电机寿命,又保证了在天气条件快速变化时能迅速跟踪,减少过度平滑带来的发电量损失。By smoothing the real-time horizontal radiation data and then calculating the optimal tracking angle, it is smooth enough when the radiation fluctuation is not obvious, and can be quickly captured when the radiation changes sharply, and the lag is minimized, so that the tracking angle is optimized. It ensures that the optimal tracking angle is relatively smooth, without frequent fluctuations, which will damage the life of the bracket and the motor. It also ensures that it can track quickly when the weather conditions change rapidly, and reduces the loss of power generation caused by excessive smoothing.
S104:控制跟踪支架的角度调整为最优跟踪角度。S104: controlling the angle of the tracking bracket to be adjusted to an optimal tracking angle.
可见,本实施例公开的一种跟踪控制方法,通过预先根据历史辐照仪数据以及对应的逆变器功率构建功率-辐射模型,实现基于该功率-辐射模型计算实时逆变器功率对应的实时倾斜面总辐射量,无需安装新的硬件设备或者通讯设备便可对实时辐射强度进行跟踪,有效降低了建设成本及通讯的稳定性问题,同时采用平滑处理方法对实时水平辐射数据进行平滑处理,再计算最优跟踪角度,在辐照波动不明显时足够平滑,在辐照变化剧烈时能迅速捕捉,将滞后最 小化,从而对跟踪角度进行了优化,既保证了跟踪角度相对平滑,不发生频繁的波动,损耗支架及电机寿命,又保证了在天气条件快速变化时能迅速跟踪,减少过度平滑带来的发电量损失。It can be seen that a tracking control method disclosed in this embodiment constructs a power-radiation model based on the historical irradiator data and the corresponding inverter power in advance, and realizes the calculation of the real-time corresponding to the real-time inverter power based on the power-radiation model. The total radiation of the inclined surface can track the real-time radiation intensity without installing new hardware equipment or communication equipment, which effectively reduces the construction cost and the stability of communication. At the same time, the smoothing method is used to smooth the real-time horizontal radiation data. Then calculate the optimal tracking angle, which is smooth enough when the irradiance fluctuation is not obvious, and can be quickly captured when the irradiance changes sharply, and the lag is minimized, thereby optimizing the tracking angle, which ensures that the tracking angle is relatively smooth and does not occur Frequent fluctuations will reduce the life of the bracket and the motor, and ensure rapid tracking when the weather conditions change rapidly, reducing the loss of power generation caused by excessive smoothing.
基于上述实施例公开的一种跟踪控制方法,本实施例对应公开了一种跟踪控制装置,请参阅图5,该装置包括:Based on the tracking control method disclosed in the above embodiment, this embodiment discloses a tracking control device correspondingly, please refer to Figure 5, the device includes:
实时逆变器功率获取单元401,用于获取实时逆变器功率;A real-time inverter power acquisition unit 401, configured to acquire real-time inverter power;
功率辐射换算单元402,用于将所述实时逆变器功率输入到功率-辐射模型,得到实时倾斜面总辐射量,所述功率-辐射模型是预先根据历史辐照仪数据以及对应的逆变器功率构建的;The power radiation conversion unit 402 is used to input the real-time inverter power into the power-radiation model to obtain the real-time total radiation of the inclined surface. The power-radiation model is based on the historical irradiance meter data and the corresponding inverter built of power;
最优跟踪角度确定单元403,用于根据所述实时倾斜面总辐射量确定跟踪支架的最优跟踪角度;An optimal tracking angle determination unit 403, configured to determine the optimal tracking angle of the tracking bracket according to the total radiation amount of the real-time inclined surface;
跟踪控制单元404,用于控制跟踪支架的角度调整为所述最优跟踪角度。The tracking control unit 404 is configured to control the adjustment of the angle of the tracking support to the optimal tracking angle.
可选的,所述装置还包括:Optionally, the device also includes:
历史辐照仪数据获取单元,用于获取历史辐照仪数据以及对应的跟踪支架角度,历史辐照仪数据包括每一历史时刻的水平总辐射数据、直射辐射数据和散射辐射数据;The historical irradiance meter data acquisition unit is used to acquire the historical irradiance meter data and the corresponding tracking bracket angle, the historical irradiance meter data includes horizontal total radiation data, direct radiation data and diffuse radiation data at each historical moment;
倾斜面总辐射量计算单元,用于将历史辐照仪数据以及对应的跟踪支架角度输入倾斜面辐射量计算模型,得到每一历史时刻在对应的跟踪支架角度下的倾斜面总辐射量;The total radiation amount calculation unit on the inclined surface is used to input the historical irradiance meter data and the corresponding tracking bracket angle into the radiation amount calculation model on the inclined surface, so as to obtain the total radiation amount on the inclined surface at the corresponding tracking bracket angle at each historical moment;
历史逆变器功率获取单元,用于获取每一历史时刻的逆变器功率;A historical inverter power acquisition unit, configured to acquire inverter power at each historical moment;
功率-辐射模型构建单元,用于按照预设方法,根据每一历史时刻在对应的跟踪支架角度下的倾斜面总辐射量以及逆变器功率,构建表示倾斜面总辐射量与逆变器功率之间转换关系的所述功率-辐射模型。The power-radiation model construction unit is used to construct and represent the total radiation amount of the inclined surface and the inverter power according to the total radiation amount of the inclined surface and the inverter power at the corresponding tracking support angle at each historical moment according to the preset method. The power-radiation model of the conversion relationship between.
可选的,所述功率-辐射模型构建单元,具体用于:Optionally, the power-radiation model construction unit is specifically used for:
将每一历史时刻划分为不同季节历史时刻;Divide each historical moment into different seasonal historical moments;
按照预设方法,分别根据每个季节历史时刻在对应的跟踪支架角度下的倾斜面总辐射量以及逆变器功率,构建每个季节对应的所述功率-辐射模型。According to the preset method, the power-radiation model corresponding to each season is constructed according to the total radiation amount of the inclined surface and the power of the inverter at the corresponding tracking support angle at each historical moment of each season.
可选的,所述功率辐射换算单元,具体用于:Optionally, the power radiation conversion unit is specifically used for:
确定当前时刻所在季节;Determine the season at the current moment;
将所述实时逆变器功率输入到当前时刻所在季节对应的所述功率-辐射模型,得到实时倾斜面总辐射量。The real-time inverter power is input to the power-radiation model corresponding to the season at the current moment to obtain the real-time total radiation amount of the inclined surface.
可选的,所述最优跟踪角度确定单元403,包括:Optionally, the optimal tracking angle determining unit 403 includes:
辐射数据转换子单元,用于将所述实时倾斜面总辐射量转换为实时水平辐射数据;A radiation data conversion subunit, configured to convert the real-time total radiation of the inclined surface into real-time horizontal radiation data;
短期水平辐射数据获取子单元,用于获取短期水平辐射数据,所述短期水平辐射数据为当前时刻之前预设时间段内的水平辐射数据,所述预设时间段为根据预设平滑算法设定的;The short-term horizontal radiation data acquisition subunit is used to acquire short-term horizontal radiation data, the short-term horizontal radiation data is the horizontal radiation data in the preset time period before the current moment, and the preset time period is set according to the preset smoothing algorithm of;
平滑处理子单元,用于利用预设平滑算法,根据所述短期水平辐射数据对所述实时水平辐射数据进行平滑处理,得到平滑处理后的实时水平辐射数据;A smoothing processing subunit, configured to use a preset smoothing algorithm to smooth the real-time horizontal radiation data according to the short-term horizontal radiation data, to obtain smoothed real-time horizontal radiation data;
最优跟踪角度确定子单元,用于根据平滑处理后的实时水平辐射数据,确定跟踪支架的最优跟踪角度。The optimal tracking angle determination subunit is used to determine the optimal tracking angle of the tracking bracket according to the smoothed real-time horizontal radiation data.
可选的,所述最优跟踪角度确定子单元,具体用于:Optionally, the optimal tracking angle determining subunit is specifically used for:
将平滑处理后的实时水平辐射数据输入到倾斜面辐射计算模型,得到跟踪支架在预设角度范围内每个倾角对应的理论总辐射量;Input the smoothed real-time horizontal radiation data into the inclined surface radiation calculation model to obtain the theoretical total radiation corresponding to each inclination of the tracking bracket within the preset angle range;
根据跟踪支架在预设角度范围内每个倾角对应的理论总辐射量,确定所述最优跟踪角度。The optimal tracking angle is determined according to the theoretical total radiation amount corresponding to each inclination angle of the tracking bracket within a preset angle range.
可选的,所述最优跟踪角度确定子单元,具体用于:Optionally, the optimal tracking angle determining subunit is specifically used for:
将平滑处理后的实时水平辐射数据输入到倾斜面辐射计算模型,得到跟踪支架在预设角度范围内每个倾角对应的理论总辐射量;Input the smoothed real-time horizontal radiation data into the inclined surface radiation calculation model to obtain the theoretical total radiation corresponding to each inclination of the tracking bracket within the preset angle range;
从跟踪支架在预设角度范围内每个倾角对应的理论总辐射量中确定最大理论总辐射量对应的跟踪支架角度;Determine the tracking bracket angle corresponding to the maximum theoretical total radiation amount from the theoretical total radiation amount corresponding to each inclination angle of the tracking bracket within the preset angle range;
判断最大理论总辐射量对应的跟踪支架角度是否会导致组件阵列间遮挡;Determine whether the tracking bracket angle corresponding to the maximum theoretical total radiation will cause occlusion between component arrays;
若不会导致组件阵列间遮挡,将最大理论总辐射量对应的跟踪支架角度确定为所述最优跟踪角度;If it will not cause occlusion between component arrays, the tracking bracket angle corresponding to the maximum theoretical total radiation amount is determined as the optimal tracking angle;
若会导致组件阵列间遮挡,计算产生阴影的临界角度;If it will cause occlusion between component arrays, calculate the critical angle for shadow generation;
将所述临界角度确定为所述最优跟踪角度。The critical angle is determined as the optimal tracking angle.
本实施例公开的一种跟踪控制装置,通过预先根据历史辐照仪数据以及对应的逆变器功率构建功率-辐射模型,实现基于该功率-辐射模型计算实时逆变 器功率对应的实时倾斜面总辐射量,无需安装新的硬件设备或者通讯设备便可对实时辐射强度进行跟踪,有效降低了建设成本及通讯的稳定性问题,同时采用平滑处理方法对实时水平辐射数据进行平滑处理,再计算最优跟踪角度,在辐照波动不明显时足够平滑,在辐照变化剧烈时能迅速捕捉,将滞后最小化,从而对跟踪角度进行了优化,既保证了跟踪角度相对平滑,不发生频繁的波动,损耗支架及电机寿命,又保证了在天气条件快速变化时能迅速跟踪,减少过度平滑带来的发电量损失。A tracking control device disclosed in this embodiment, by constructing a power-radiation model in advance based on the historical irradiance meter data and the corresponding inverter power, realizes the calculation of the real-time inclined plane corresponding to the real-time inverter power based on the power-radiation model The total radiation amount can track the real-time radiation intensity without installing new hardware equipment or communication equipment, which effectively reduces the construction cost and the stability of communication. The optimal tracking angle is smooth enough when the irradiance fluctuation is not obvious, and can be quickly captured when the irradiance changes sharply, and the lag is minimized, so that the tracking angle is optimized, which not only ensures that the tracking angle is relatively smooth, but does not occur frequently Fluctuation, loss of support and motor life, and ensures rapid tracking when weather conditions change rapidly, reducing power loss caused by excessive smoothing.
本说明书中各个实施例采用递进的方式描述,每个实施例重点说明的都是与其他实施例的不同之处,各个实施例之间相同相似部分互相参见即可。对于实施例公开的装置而言,由于其与实施例公开的方法相对应,所以描述的比较简单,相关之处参见方法部分说明即可。Each embodiment in this specification is described in a progressive manner, each embodiment focuses on the difference from other embodiments, and the same and similar parts of each embodiment can be referred to each other. As for the device disclosed in the embodiment, since it corresponds to the method disclosed in the embodiment, the description is relatively simple, and for relevant details, please refer to the description of the method part.
还需要说明的是,在本文中,诸如第一和第二等之类的关系术语仅仅用来将一个实体或者操作与另一个实体或操作区分开来,而不一定要求或者暗示这些实体或操作之间存在任何这种实际的关系或者顺序。而且,术语“包括”、“包含”或者其任何其他变体意在涵盖非排他性的包含,从而使得包括一系列要素的过程、方法、物品或者设备不仅包括那些要素,而且还包括没有明确列出的其他要素,或者是还包括为这种过程、方法、物品或者设备所固有的要素。在没有更多限制的情况下,由语句“包括一个……”限定的要素,并不排除在包括所述要素的过程、方法、物品或者设备中还存在另外的相同要素。It should also be noted that in this article, relational terms such as first and second etc. are only used to distinguish one entity or operation from another entity or operation, and do not necessarily require or imply that these entities or operations Any such actual relationship or order exists between. Furthermore, the term "comprises", "comprises" or any other variation thereof is intended to cover a non-exclusive inclusion such that a process, method, article, or apparatus comprising a set of elements includes not only those elements, but also includes elements not expressly listed. other elements of or also include elements inherent in such a process, method, article, or device. Without further limitations, an element defined by the phrase "comprising a ..." does not exclude the presence of additional identical elements in the process, method, article or apparatus comprising said element.
结合本文中所公开的实施例描述的方法或算法的步骤可以直接用硬件、处理器执行的软件模块,或者二者的结合来实施。软件模块可以置于随机存储器(RAM)、内存、只读存储器(ROM)、电可编程ROM、电可擦除可编程ROM、寄存器、硬盘、可移动磁盘、CD-ROM、或技术领域内所公知的任意其它形式的存储介质中。The steps of the methods or algorithms described in connection with the embodiments disclosed herein may be directly implemented by hardware, software modules executed by a processor, or a combination of both. Software modules can be placed in random access memory (RAM), internal memory, read-only memory (ROM), electrically programmable ROM, electrically erasable programmable ROM, registers, hard disk, removable disk, CD-ROM, or any other Any other known storage medium.
上述各个实施例之间可任意组合,对所公开的实施例的上述说明,本说明书中各实施例中记载的特征可以相互替换或者组合,使本领域专业技术人员能够实现或使用本申请。The above-mentioned embodiments can be combined arbitrarily. For the above description of the disclosed embodiments, the features recorded in each embodiment in this specification can be replaced or combined with each other, so that those skilled in the art can implement or use the present application.
对所公开的实施例的上述说明,使本领域专业技术人员能够实现或使用本发明。对这些实施例的多种修改对本领域的专业技术人员来说将是显而易见的,本文中所定义的一般原理可以在不脱离本发明的精神或范围的情况下,在 其它实施例中实现。因此,本发明将不会被限制于本文所示的这些实施例,而是要符合与本文所公开的原理和新颖特点相一致的最宽的范围。The above description of the disclosed embodiments is provided to enable any person skilled in the art to make or use the invention. Various modifications to these embodiments will be readily apparent to those skilled in the art, and the general principles defined herein may be implemented in other embodiments without departing from the spirit or scope of the invention. Therefore, the present invention will not be limited to the embodiments shown herein, but is to be accorded the widest scope consistent with the principles and novel features disclosed herein.

Claims (14)

  1. 一种跟踪控制方法,其特征在于,包括:A tracking control method, characterized in that, comprising:
    获取实时逆变器功率;Obtain real-time inverter power;
    将所述实时逆变器功率输入到功率-辐射模型,得到实时倾斜面总辐射量,所述功率-辐射模型是预先根据历史辐照仪数据以及对应的逆变器功率构建的;The real-time inverter power is input into the power-radiation model to obtain the real-time total radiation of the inclined surface, and the power-radiation model is constructed in advance according to the historical irradiator data and the corresponding inverter power;
    根据所述实时倾斜面总辐射量确定跟踪支架的最优跟踪角度;Determine the optimal tracking angle of the tracking bracket according to the total radiation amount of the real-time inclined surface;
    控制跟踪支架的角度调整为所述最优跟踪角度。The angle of the control tracking bracket is adjusted to the optimal tracking angle.
  2. 根据权利要求1所述的方法,其特征在于,所述方法还包括:The method according to claim 1, further comprising:
    获取历史辐照仪数据以及对应的跟踪支架角度,历史辐照仪数据包括每一历史时刻的水平总辐射数据、直射辐射数据和散射辐射数据;Obtain the historical irradiance meter data and the corresponding tracking bracket angle. The historical irradiance meter data includes the horizontal total radiation data, direct radiation data and diffuse radiation data at each historical moment;
    将历史辐照仪数据以及对应的跟踪支架角度输入倾斜面辐射量计算模型,得到每一历史时刻在对应的跟踪支架角度下的倾斜面总辐射量;Input the historical irradiance meter data and the corresponding tracking bracket angle into the calculation model of the radiation amount on the inclined surface, and obtain the total radiation amount on the inclined surface at the corresponding tracking bracket angle at each historical moment;
    获取每一历史时刻的逆变器功率;Obtain the inverter power at each historical moment;
    按照预设方法,根据每一历史时刻在对应的跟踪支架角度下的倾斜面总辐射量以及逆变器功率,构建表示倾斜面总辐射量与逆变器功率之间转换关系的所述功率-辐射模型。According to the preset method, according to the total radiation amount of the inclined surface and the inverter power at the corresponding tracking bracket angle at each historical moment, the power representing the conversion relationship between the total radiation amount of the inclined surface and the inverter power is constructed- radiation model.
  3. 根据权利要求2所述的方法,其特征在于,所述按照预设方法,根据每一历史时刻在对应的跟踪支架角度下的倾斜面总辐射量以及逆变器功率,构建表示倾斜面总辐射量与逆变器功率之间转换关系的所述功率-辐射模型,包括:The method according to claim 2, characterized in that, according to the preset method, according to the total radiation amount of the sloped surface and the power of the inverter at the corresponding tracking bracket angle at each historical moment, the construction representing the total radiation of the sloped surface is constructed. The power-radiation model of the conversion relationship between the quantity and the inverter power includes:
    将每一历史时刻划分为不同季节历史时刻;Divide each historical moment into different seasonal historical moments;
    按照预设方法,分别根据每个季节历史时刻在对应的跟踪支架角度下的倾斜面总辐射量以及逆变器功率,构建每个季节对应的所述功率-辐射模型。According to the preset method, the power-radiation model corresponding to each season is constructed according to the total radiation amount of the inclined surface and the power of the inverter at the corresponding tracking support angle at each historical moment of each season.
  4. 根据权利要求3所述的方法,其特征在于,将所述实时逆变器功率输入到功率-辐射模型,得到实时倾斜面总辐射量,包括:The method according to claim 3, wherein the real-time inverter power is input into a power-radiation model to obtain a real-time total radiation amount of an inclined surface, comprising:
    确定当前时刻所在季节;Determine the season at the current moment;
    将所述实时逆变器功率输入到当前时刻所在季节对应的所述功率-辐射模型,得到实时倾斜面总辐射量。The real-time inverter power is input to the power-radiation model corresponding to the season at the current moment to obtain the real-time total radiation amount of the inclined surface.
  5. 根据权利要求1所述的方法,其特征在于,根据所述实时倾斜面总辐 射量确定跟踪支架的最优跟踪角度,包括:The method according to claim 1, wherein, determining the optimal tracking angle of the tracking support according to the real-time inclined surface total radiation, comprises:
    将所述实时倾斜面总辐射量转换为实时水平辐射数据,并获取短期水平辐射数据,所述短期水平辐射数据为当前时刻之前预设时间段内的水平辐射数据,所述预设时间段为根据预设平滑算法设定的;Converting the real-time total radiation amount of the inclined surface into real-time horizontal radiation data, and obtaining short-term horizontal radiation data, the short-term horizontal radiation data is horizontal radiation data within a preset time period before the current moment, and the preset time period is Set according to the default smoothing algorithm;
    利用预设平滑算法,根据所述短期水平辐射数据对所述实时水平辐射数据进行平滑处理,得到平滑处理后的实时水平辐射数据;smoothing the real-time horizontal radiation data according to the short-term horizontal radiation data by using a preset smoothing algorithm to obtain smoothed real-time horizontal radiation data;
    根据平滑处理后的实时水平辐射数据,确定跟踪支架的最优跟踪角度。According to the smoothed real-time horizontal radiation data, the optimal tracking angle of the tracking bracket is determined.
  6. 根据权利要求5所述的方法,其特征在于,所述根据平滑处理后的实时水平辐射数据,确定跟踪支架的最优跟踪角度,包括:The method according to claim 5, wherein said determining the optimal tracking angle of the tracking bracket according to the smoothed real-time horizontal radiation data includes:
    将平滑处理后的实时水平辐射数据输入到倾斜面辐射计算模型,得到跟踪支架在预设角度范围内每个倾角对应的理论总辐射量;Input the smoothed real-time horizontal radiation data into the inclined surface radiation calculation model to obtain the theoretical total radiation corresponding to each inclination of the tracking bracket within the preset angle range;
    根据跟踪支架在预设角度范围内每个倾角对应的理论总辐射量,确定所述最优跟踪角度。The optimal tracking angle is determined according to the theoretical total radiation amount corresponding to each inclination angle of the tracking bracket within a preset angle range.
  7. 根据权利要求6所述的方法,其特征在于,所述根据跟踪支架在预设角度范围内每个倾角对应的理论总辐射量,确定所述最优跟踪角度,包括:The method according to claim 6, wherein the determination of the optimal tracking angle according to the theoretical total radiation amount corresponding to each inclination angle of the tracking bracket within the preset angle range includes:
    从跟踪支架在预设角度范围内每个倾角对应的理论总辐射量中确定最大理论总辐射量对应的跟踪支架角度;Determine the tracking bracket angle corresponding to the maximum theoretical total radiation amount from the theoretical total radiation amount corresponding to each inclination angle of the tracking bracket within the preset angle range;
    判断最大理论总辐射量对应的跟踪支架角度是否会导致组件阵列间遮挡;Determine whether the tracking bracket angle corresponding to the maximum theoretical total radiation will cause occlusion between component arrays;
    若不会导致组件阵列间遮挡,将最大理论总辐射量对应的跟踪支架角度确定为所述最优跟踪角度;If it will not cause occlusion between component arrays, the tracking bracket angle corresponding to the maximum theoretical total radiation amount is determined as the optimal tracking angle;
    若会导致组件阵列间遮挡,计算产生阴影的临界角度;If it will cause occlusion between component arrays, calculate the critical angle for shadow generation;
    将所述临界角度确定为所述最优跟踪角度。The critical angle is determined as the optimal tracking angle.
  8. 一种跟踪控制装置,其特征在于,包括:A tracking control device, characterized in that it comprises:
    实时逆变器功率获取单元,用于获取实时逆变器功率;A real-time inverter power acquisition unit, configured to acquire real-time inverter power;
    功率辐射换算单元,用于将所述实时逆变器功率输入到功率-辐射模型,得到实时倾斜面总辐射量,所述功率-辐射模型是预先根据历史辐照仪数据以及对应的逆变器功率构建的;The power radiation conversion unit is used to input the real-time inverter power into the power-radiation model to obtain the real-time total radiation of the inclined surface. The power-radiation model is based on the historical irradiance meter data and the corresponding inverter power built;
    最优跟踪角度确定单元,用于根据所述实时倾斜面总辐射量确定跟踪支架的最优跟踪角度;An optimal tracking angle determination unit, configured to determine the optimal tracking angle of the tracking bracket according to the total radiation amount of the real-time inclined surface;
    跟踪控制单元,用于控制跟踪支架的角度调整为所述最优跟踪角度。The tracking control unit is used to control the adjustment of the angle of the tracking support to the optimal tracking angle.
  9. 根据权利要求8所述的装置,其特征在于,所述装置还包括:The device according to claim 8, wherein the device further comprises:
    历史辐照仪数据获取单元,用于获取历史辐照仪数据以及对应的跟踪支架角度,历史辐照仪数据包括每一历史时刻的水平总辐射数据、直射辐射数据和散射辐射数据;The historical irradiance meter data acquisition unit is used to acquire the historical irradiance meter data and the corresponding tracking bracket angle, the historical irradiance meter data includes horizontal total radiation data, direct radiation data and diffuse radiation data at each historical moment;
    倾斜面总辐射量计算单元,用于将历史辐照仪数据以及对应的跟踪支架角度输入倾斜面辐射量计算模型,得到每一历史时刻在对应的跟踪支架角度下的倾斜面总辐射量;The total radiation amount calculation unit on the inclined surface is used to input the historical irradiance meter data and the corresponding tracking bracket angle into the radiation amount calculation model on the inclined surface, so as to obtain the total radiation amount on the inclined surface at the corresponding tracking bracket angle at each historical moment;
    历史逆变器功率获取单元,用于获取每一历史时刻的逆变器功率;A historical inverter power acquisition unit, configured to acquire inverter power at each historical moment;
    功率-辐射模型构建单元,用于按照预设方法,根据每一历史时刻在对应的跟踪支架角度下的倾斜面总辐射量以及逆变器功率,构建表示倾斜面总辐射量与逆变器功率之间转换关系的所述功率-辐射模型。The power-radiation model construction unit is used to construct and represent the total radiation amount of the inclined surface and the inverter power according to the total radiation amount of the inclined surface and the inverter power at the corresponding tracking support angle at each historical moment according to the preset method. The power-radiation model of the conversion relationship between.
  10. 根据权利要求9所述的装置,其特征在于,所述功率-辐射模型构建单元,具体用于:The device according to claim 9, wherein the power-radiation model construction unit is specifically used for:
    将每一历史时刻划分为不同季节历史时刻;Divide each historical moment into different seasonal historical moments;
    按照预设方法,分别根据每个季节历史时刻在对应的跟踪支架角度下的倾斜面总辐射量以及逆变器功率,构建每个季节对应的所述功率-辐射模型。According to the preset method, the power-radiation model corresponding to each season is constructed according to the total radiation amount of the inclined surface and the power of the inverter at the corresponding tracking support angle at each historical moment of each season.
  11. 根据权利要求10所述的装置,其特征在于,所述功率辐射换算单元,具体用于:The device according to claim 10, wherein the power radiation conversion unit is specifically used for:
    确定当前时刻所在季节;Determine the season at the current moment;
    将所述实时逆变器功率输入到当前时刻所在季节对应的所述功率-辐射模型,得到实时倾斜面总辐射量。The real-time inverter power is input to the power-radiation model corresponding to the season at the current moment to obtain the real-time total radiation amount of the inclined surface.
  12. 根据权利要求8所述的装置,其特征在于,所述最优跟踪角度确定单元,包括:The device according to claim 8, wherein the optimal tracking angle determination unit comprises:
    辐射数据转换子单元,用于将所述实时倾斜面总辐射量转换为实时水平辐射数据;A radiation data conversion subunit, configured to convert the real-time total radiation of the inclined surface into real-time horizontal radiation data;
    短期水平辐射数据获取子单元,用于获取短期水平辐射数据,所述短期水平辐射数据为当前时刻之前预设时间段内的水平辐射数据,所述预设时间段为根据预设平滑算法设定的;The short-term horizontal radiation data acquisition subunit is used to acquire short-term horizontal radiation data, the short-term horizontal radiation data is the horizontal radiation data in the preset time period before the current moment, and the preset time period is set according to the preset smoothing algorithm of;
    平滑处理子单元,用于利用预设平滑算法,根据所述短期水平辐射数据对所述实时水平辐射数据进行平滑处理,得到平滑处理后的实时水平辐射数据;A smoothing processing subunit, configured to use a preset smoothing algorithm to smooth the real-time horizontal radiation data according to the short-term horizontal radiation data, to obtain smoothed real-time horizontal radiation data;
    最优跟踪角度确定子单元,用于根据平滑处理后的实时水平辐射数据,确定跟踪支架的最优跟踪角度。The optimal tracking angle determination subunit is used to determine the optimal tracking angle of the tracking bracket according to the smoothed real-time horizontal radiation data.
  13. 根据权利要求12所述的装置,其特征在于,所述最优跟踪角度确定子单元,具体用于:The device according to claim 12, wherein the optimal tracking angle determining subunit is specifically used for:
    将平滑处理后的实时水平辐射数据输入到倾斜面辐射计算模型,得到跟踪支架在预设角度范围内每个倾角对应的理论总辐射量;Input the smoothed real-time horizontal radiation data into the inclined surface radiation calculation model to obtain the theoretical total radiation corresponding to each inclination of the tracking bracket within the preset angle range;
    根据跟踪支架在预设角度范围内每个倾角对应的理论总辐射量,确定所述最优跟踪角度。The optimal tracking angle is determined according to the theoretical total radiation amount corresponding to each inclination angle of the tracking bracket within a preset angle range.
  14. 根据权利要求12所述的装置,其特征在于,所述最优跟踪角度确定子单元,具体用于:The device according to claim 12, wherein the optimal tracking angle determining subunit is specifically used for:
    将平滑处理后的实时水平辐射数据输入到倾斜面辐射计算模型,得到跟踪支架在预设角度范围内每个倾角对应的理论总辐射量;Input the smoothed real-time horizontal radiation data into the inclined surface radiation calculation model to obtain the theoretical total radiation corresponding to each inclination of the tracking bracket within the preset angle range;
    从跟踪支架在预设角度范围内每个倾角对应的理论总辐射量中确定最大理论总辐射量对应的跟踪支架角度;Determine the tracking bracket angle corresponding to the maximum theoretical total radiation amount from the theoretical total radiation amount corresponding to each inclination angle of the tracking bracket within the preset angle range;
    判断最大理论总辐射量对应的跟踪支架角度是否会导致组件阵列间遮挡;Determine whether the tracking bracket angle corresponding to the maximum theoretical total radiation will cause occlusion between component arrays;
    若不会导致组件阵列间遮挡,将最大理论总辐射量对应的跟踪支架角度确定为所述最优跟踪角度;If it will not cause occlusion between component arrays, the tracking bracket angle corresponding to the maximum theoretical total radiation amount is determined as the optimal tracking angle;
    若会导致组件阵列间遮挡,计算产生阴影的临界角度;If it will cause occlusion between component arrays, calculate the critical angle for shadow generation;
    将所述临界角度确定为所述最优跟踪角度。The critical angle is determined as the optimal tracking angle.
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CN114253302A (en) * 2021-12-15 2022-03-29 阳光电源(上海)有限公司 Tracking control method and device
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Citations (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2013164286A (en) * 2012-02-09 2013-08-22 Toshiba Corp Solar radiation amount prediction method, photovoltaic power generation output prediction method and system
CN103984988A (en) * 2014-05-06 2014-08-13 国家电网公司 Method for correcting super-short-term prediction of photovoltaic power of ARMA module in real time through light metering network
JP2018018505A (en) * 2016-07-28 2018-02-01 ケーディーティー カンパニー リミテッド Device and method for diagnosing inverter mppt performance of photovoltaic power generation system
CN110348175A (en) * 2019-08-12 2019-10-18 阳光电源股份有限公司 A kind of photovoltaic plant effective irradiation calculation method and device
CN113093813A (en) * 2021-04-02 2021-07-09 阳光电源股份有限公司 Photovoltaic module-based inverse tracking method, controller and photovoltaic tracking system
CN113419566A (en) * 2021-07-02 2021-09-21 阳光电源股份有限公司 Method and system for adjusting tracking angle of photovoltaic module
CN114253302A (en) * 2021-12-15 2022-03-29 阳光电源(上海)有限公司 Tracking control method and device

Family Cites Families (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN103500365B (en) * 2013-09-18 2016-05-04 广州供电局有限公司 Photovoltaic generation power forecasting method and system
CN111738526B (en) * 2020-07-01 2022-08-23 中广核新能源投资(深圳)有限公司 Photovoltaic system optimization design method with system yield optimization as target
CN112200377A (en) * 2020-10-16 2021-01-08 国能日新科技股份有限公司 Photovoltaic medium-long term power generation capacity forecasting method and device based on SARIMAX model
CN113778140B (en) * 2021-09-15 2024-04-12 阳光电源(上海)有限公司 Tracking method and device of tracking bracket and photovoltaic system

Patent Citations (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2013164286A (en) * 2012-02-09 2013-08-22 Toshiba Corp Solar radiation amount prediction method, photovoltaic power generation output prediction method and system
CN103984988A (en) * 2014-05-06 2014-08-13 国家电网公司 Method for correcting super-short-term prediction of photovoltaic power of ARMA module in real time through light metering network
JP2018018505A (en) * 2016-07-28 2018-02-01 ケーディーティー カンパニー リミテッド Device and method for diagnosing inverter mppt performance of photovoltaic power generation system
CN110348175A (en) * 2019-08-12 2019-10-18 阳光电源股份有限公司 A kind of photovoltaic plant effective irradiation calculation method and device
CN113093813A (en) * 2021-04-02 2021-07-09 阳光电源股份有限公司 Photovoltaic module-based inverse tracking method, controller and photovoltaic tracking system
CN113419566A (en) * 2021-07-02 2021-09-21 阳光电源股份有限公司 Method and system for adjusting tracking angle of photovoltaic module
CN114253302A (en) * 2021-12-15 2022-03-29 阳光电源(上海)有限公司 Tracking control method and device

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