CN116014917A - Wireless energy supply system and its closed-loop control method, maximum power tracking method - Google Patents
Wireless energy supply system and its closed-loop control method, maximum power tracking method Download PDFInfo
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Abstract
本发明提供一种无线供能系统及其闭环控制方法、最大功率跟踪方法,属于无线输能技术领域。上述无线供能系统包括:光伏阵列、DC‑DC变换器和储能电池;上述闭环控制方法包括:通过实时监控光伏阵列的输出电压,根据DC‑DC变换器的实时输出电压、实时输出电流和储能电池的实时荷电状态所满足的状态条件,确定无线供能系统的工作模式,这些工作模式包括最大功率跟踪模式、恒流输出模式和恒压输出模式。本发明支持自适应地切换系统工作模式,使得无线供能系统在满足最大输出功率的同时避免储能电池出现过载现象,保证了整个系统的安全稳定运行,提高了光伏阵列的能量利用效率,同时提高了储能电池的使用寿命。
The invention provides a wireless energy supply system, a closed-loop control method thereof, and a maximum power tracking method, belonging to the technical field of wireless energy transmission. The above-mentioned wireless energy supply system includes: a photovoltaic array, a DC-DC converter and an energy storage battery; the above-mentioned closed-loop control method includes: monitoring the output voltage of the photovoltaic array in real time, according to the real-time output voltage of the DC-DC converter, the real-time output current and The state conditions satisfied by the real-time state of charge of the energy storage battery determine the working modes of the wireless energy supply system, and these working modes include maximum power tracking mode, constant current output mode and constant voltage output mode. The invention supports adaptively switching the working mode of the system, so that the wireless energy supply system can meet the maximum output power while avoiding the overload phenomenon of the energy storage battery, ensuring the safe and stable operation of the whole system, improving the energy utilization efficiency of the photovoltaic array, and at the same time The service life of the energy storage battery is improved.
Description
技术领域technical field
本发明涉及无线输能技术领域,尤其涉及一种无线供能系统及其闭环控制方法、最大功率跟踪方法。The invention relates to the technical field of wireless energy transmission, in particular to a wireless energy supply system, a closed-loop control method thereof, and a maximum power tracking method.
背景技术Background technique
激光无线供能技术是用激光作为能量的载体实现无线能量传输,将电源系统的电能转化为激光能量,再将激光能量准确传输到光伏阵列上,光伏阵列将激光能量转化为电能存储,并为发动机提供能量或完成其他任务。由于激光方向性强、能量集中,可以携带大量的能量,作为一种远距离传输手段比太阳能电池的光电转换效率高且输出功率大,能够为供能对象提供24小时不间断的电力,广泛应用于无法通过传输电缆从地面直接进行电力供应的浮空器的能源供应上。Laser wireless energy supply technology uses laser as the energy carrier to realize wireless energy transmission, converts the electric energy of the power system into laser energy, and then accurately transmits the laser energy to the photovoltaic array, and the photovoltaic array converts the laser energy into electrical energy for storage. Engines provide energy or perform other tasks. Due to the strong directionality and energy concentration of the laser, it can carry a large amount of energy. As a long-distance transmission method, it has higher photoelectric conversion efficiency and higher output power than solar cells. It can provide 24-hour uninterrupted power for the energy supply object and is widely used. In the energy supply of aerostats that cannot be directly supplied with electricity from the ground through transmission cables.
目前的激光无线供能系统在实际应用中,受到激光发射原理的制约,激光强度在横截面分布不均匀,导致以串并联方式组成的光伏阵列中各个单体光伏电池接收到的激光光照强度不同,进而导致各单体电池间产生的电流不匹配,最终使得光伏阵列输出的P-U(输出功率-输出电压)特性曲线呈现多峰,且随光照强度、光伏电池自身温度实时动态变化,针对这一特性,目前普遍采用DC-DC变换器和最大功率跟踪控制算法来实现激光无线供能系统中的光伏阵列的最大功率输出。In the actual application of the current laser wireless energy supply system, it is restricted by the principle of laser emission, and the laser intensity is unevenly distributed in the cross section, resulting in different laser light intensity received by each single photovoltaic cell in the photovoltaic array composed of series and parallel. , which in turn leads to the current mismatch between the individual cells, and finally makes the P-U (output power-output voltage) characteristic curve of the photovoltaic array output present multi-peaks, and it changes dynamically in real time with the light intensity and the temperature of the photovoltaic cell itself. At present, DC-DC converters and maximum power tracking control algorithms are commonly used to achieve the maximum power output of photovoltaic arrays in laser wireless energy supply systems.
但现有的最大功率跟踪控制算法容易陷入局部最优,进而导致最大功率跟踪困难,难以实现光伏阵列的最大输出能力。此外,受光照强度、光伏电池温度变化以及负载变化的影响,激光无线供能系统的输出难以维持稳定,传统的线性闭环控制方法难以保证大信号扰动下系统的鲁棒性和动态性能。可见,现有的激光无线供能系统还难以保证稳定且最优的功率输出能力。However, the existing maximum power tracking control algorithm is prone to fall into local optimum, which leads to difficulties in maximum power tracking and the realization of the maximum output capability of photovoltaic arrays. In addition, due to the influence of light intensity, photovoltaic cell temperature changes and load changes, the output of the laser wireless energy supply system is difficult to maintain stability, and the traditional linear closed-loop control method is difficult to ensure the robustness and dynamic performance of the system under large signal disturbances. It can be seen that the existing laser wireless energy supply system is still difficult to guarantee a stable and optimal power output capability.
发明内容Contents of the invention
针对现有技术存在的问题,本发明实施例提供一种无线供能系统及其闭环控制方法、最大功率跟踪方法。Aiming at the problems existing in the prior art, embodiments of the present invention provide a wireless energy supply system, a closed-loop control method thereof, and a maximum power tracking method.
本发明提供一种无线供能系统,包括:光伏阵列、DC-DC变换器、储能电池;所述光伏阵列通过所述DC-DC变换器与所述储能电池连接;所述DC-DC变换器中包含主控芯片;其中,The present invention provides a wireless energy supply system, including: a photovoltaic array, a DC-DC converter, and an energy storage battery; the photovoltaic array is connected to the energy storage battery through the DC-DC converter; the DC-DC The converter contains a main control chip; where,
所述主控芯片,用于监测所述DC-DC变换器的实时输出电压、实时输出电流和所述储能电池的实时荷电状态;The main control chip is used to monitor the real-time output voltage and real-time output current of the DC-DC converter and the real-time state of charge of the energy storage battery;
所述主控芯片,还用于根据所述DC-DC变换器的实时输出电压、实时输出电流和所述储能电池的实时荷电状态所满足的状态条件,确定所述无线供能系统的工作模式。The main control chip is also used to determine the state conditions of the wireless energy supply system according to the real-time output voltage and real-time output current of the DC-DC converter and the real-time state of charge of the energy storage battery. Operating mode.
根据本发明提供的一种无线供能系统,所述主控芯片中包括最大功率跟踪模式控制回路;所述工作模式包括最大功率跟踪模式;According to a wireless energy supply system provided by the present invention, the main control chip includes a maximum power tracking mode control loop; the working mode includes a maximum power tracking mode;
所述最大功率跟踪模式控制回路,进一步用于当所述储能电池的实时荷电状态未处于满电状态,且所述DC-DC变换器的实时输出电流不高于所述储能电池的安全充电电流时,则确定所述无线供能系统的工作模式为所述最大功率跟踪模式;The maximum power tracking mode control loop is further used when the real-time state of charge of the energy storage battery is not in a fully charged state, and the real-time output current of the DC-DC converter is not higher than that of the energy storage battery When the charging current is safe, it is determined that the working mode of the wireless energy supply system is the maximum power tracking mode;
所述最大功率跟踪模式包括:调节所述DC-DC变换器的占空比,以使所述光伏阵列的输出功率变化,直至所述光伏阵列的输出功率达到当前状态下的最大功率。The maximum power tracking mode includes: adjusting the duty ratio of the DC-DC converter to change the output power of the photovoltaic array until the output power of the photovoltaic array reaches the maximum power in the current state.
根据本发明提供的一种无线供能系统,所述主控芯片中包括恒压输出模式控制回路;所述工作模式包括恒压输出模式;According to a wireless energy supply system provided by the present invention, the main control chip includes a constant voltage output mode control loop; the working mode includes a constant voltage output mode;
所述恒压输出模式控制回路,用于当所述储能电池的实时荷电状态处于满电状态时,则将所述工作模式切换为所述恒压输出模式;The constant voltage output mode control loop is used to switch the working mode to the constant voltage output mode when the real-time state of charge of the energy storage battery is in a fully charged state;
所述恒压输出模式包括:调节所述DC-DC变换器的输出电压,以使所述DC-DC变换器的输出电压与所述储能电池的满电电压相同。The constant voltage output mode includes: adjusting the output voltage of the DC-DC converter, so that the output voltage of the DC-DC converter is the same as the full-charge voltage of the energy storage battery.
根据本发明提供的一种无线供能系统,所述主控芯片中包括恒流输出模式控制回路,所述工作模式包括恒流输出模式;According to a wireless energy supply system provided by the present invention, the main control chip includes a constant current output mode control loop, and the working mode includes a constant current output mode;
所述恒流输出模式控制回路,用于在所述储能电池的实时荷电状态未处于满电状态,且所述DC-DC变换器的实时输出电流高于所述储能电池的安全充电电流时,将所述无线供能系统的工作模式切换为所述恒流输出模式;所述恒流输出模式包括:调节所述DC-DC变换器的占空比,以使所述DC-DC变换器的输出电流与所述储能电池的安全充电电流相同。The constant current output mode control loop is used to ensure that the real-time state of charge of the energy storage battery is not fully charged, and the real-time output current of the DC-DC converter is higher than the safe charge of the energy storage battery current, switch the working mode of the wireless energy supply system to the constant current output mode; the constant current output mode includes: adjusting the duty cycle of the DC-DC converter so that the DC-DC The output current of the converter is the same as the safe charging current of the energy storage battery.
根据本发明提供的一种无线供能系统,所述系统还包括激光发射端;其中,According to a wireless energy supply system provided by the present invention, the system further includes a laser emitting end; wherein,
所述激光发射端,用于发射激光至所述光伏阵列,以使所述光伏阵列将激光能量转化为第一电压,并输出所述第一电压至所述DC-DC变换器;The laser emitting end is used to emit laser light to the photovoltaic array, so that the photovoltaic array converts laser energy into a first voltage, and outputs the first voltage to the DC-DC converter;
所述DC-DC变换器,用于将所述第一电压变换为第二电压,以供所述储能电池储存电能。The DC-DC converter is used to convert the first voltage into a second voltage for the energy storage battery to store electric energy.
本发明还提供一种闭环控制方法,应用于如上述任一项所述的无线供能系统;包括:The present invention also provides a closed-loop control method, which is applied to the wireless energy supply system described in any one of the above; including:
监测所述DC-DC变换器的实时输出电压、实时输出电流和所述储能电池的实时荷电状态;monitoring the real-time output voltage and real-time output current of the DC-DC converter and the real-time state of charge of the energy storage battery;
根据所述DC-DC变换器的实时输出电压、实时输出电流和所述储能电池的实时荷电状态所满足的状态条件,确定所述无线供能系统的工作模式。The working mode of the wireless energy supply system is determined according to the state conditions satisfied by the real-time output voltage and real-time output current of the DC-DC converter and the real-time charge state of the energy storage battery.
根据本发明提供的一种闭环控制方法,所述根据所述DC-DC变换器的实时输出电压、实时输出电流和所述储能电池的实时荷电状态所满足的状态条件,确定所述无线供能系统的工作模式,包括:According to a closed-loop control method provided by the present invention, according to the state conditions satisfied by the real-time output voltage and real-time output current of the DC-DC converter and the real-time state of charge of the energy storage battery, the wireless The working mode of the energy supply system, including:
当所述储能电池的实时荷电状态未处于满电状态,且所述DC-DC变换器的实时输出电流不高于所述储能电池的安全充电电流时,则确定所述无线供能系统的工作模式为最大功率跟踪模式;所述最大功率跟踪模式包括:调节所述DC-DC变换器的占空比,以使所述光伏阵列的输出功率变化,直至所述光伏阵列的输出功率达到当前状态下的最大输出功率。When the real-time state of charge of the energy storage battery is not fully charged, and the real-time output current of the DC-DC converter is not higher than the safe charging current of the energy storage battery, then determine that the wireless energy supply The working mode of the system is the maximum power tracking mode; the maximum power tracking mode includes: adjusting the duty cycle of the DC-DC converter so that the output power of the photovoltaic array changes until the output power of the photovoltaic array Reach the maximum output power in the current state.
根据本发明提供的一种闭环控制方法,所述根据所述DC-DC变换器的实时输出电压、实时输出电流和所述储能电池的实时荷电状态所满足的状态条件,确定所述无线供能系统的工作模式,包括:According to a closed-loop control method provided by the present invention, according to the state conditions satisfied by the real-time output voltage and real-time output current of the DC-DC converter and the real-time state of charge of the energy storage battery, the wireless The working mode of the energy supply system, including:
当所述储能电池的实时荷电状态处于满电状态时,则将所述无线供能系统的工作模式切换为恒压输出模式;所述恒压输出模式包括:调节所述DC-DC变换器的占空比,以使所述DC-DC变换器的输出电压与所述储能电池的满电电压相同。When the real-time state of charge of the energy storage battery is in a fully charged state, the working mode of the wireless energy supply system is switched to a constant voltage output mode; the constant voltage output mode includes: adjusting the DC-DC conversion The duty ratio of the converter is adjusted so that the output voltage of the DC-DC converter is the same as the fully charged voltage of the energy storage battery.
根据本发明提供的一种最大功率跟踪方法,所述根据所述DC-DC变换器的实时输出电压、实时输出电流和所述储能电池的实时荷电状态所满足的状态条件,确定所述无线供能系统的工作模式,包括:According to a maximum power tracking method provided by the present invention, the state conditions satisfied by the real-time output voltage and real-time output current of the DC-DC converter and the real-time state of charge of the energy storage battery are determined to determine the The working mode of the wireless energy supply system, including:
当所述储能电池的实时荷电状态未处于满电状态,且所述DC-DC变换器的实时输出电流高于所述储能电池的安全充电电流时,则将所述无线供能系统的工作模式切换为恒流输出模式;所述恒流输出模式包括:调节所述DC-DC变换器的占空比,以使DC-DC变换器的输出电流与储能电池的安全充电电流相同。When the real-time state of charge of the energy storage battery is not fully charged, and the real-time output current of the DC-DC converter is higher than the safe charging current of the energy storage battery, the wireless energy supply system The working mode of the DC-DC converter is switched to the constant current output mode; the constant current output mode includes: adjusting the duty cycle of the DC-DC converter, so that the output current of the DC-DC converter is the same as the safe charging current of the energy storage battery .
本发明还提供一种最大功率跟踪方法,应用于上述无线供能系统,包括:The present invention also provides a maximum power tracking method, which is applied to the above wireless energy supply system, including:
监测所述DC-DC变换器的实时输出电压、实时输出电流和所述储能电池的实时荷电状态;monitoring the real-time output voltage and real-time output current of the DC-DC converter and the real-time state of charge of the energy storage battery;
当所述储能电池的实时荷电状态未处于满电状态,且所述DC-DC变换器的实时输出电流不高于所述储能电池的安全充电电流时,则确定所述无线供能系统的工作模式为最大功率跟踪模式;所述最大功率跟踪模式包括:调节所述DC-DC变换器的占空比,以使所述光伏阵列的输出功率变化,直至所述光伏阵列的输出功率达到当前环境状态下的最大输出功率。When the real-time state of charge of the energy storage battery is not fully charged, and the real-time output current of the DC-DC converter is not higher than the safe charging current of the energy storage battery, then determine that the wireless energy supply The working mode of the system is the maximum power tracking mode; the maximum power tracking mode includes: adjusting the duty cycle of the DC-DC converter so that the output power of the photovoltaic array changes until the output power of the photovoltaic array Reach the maximum output power under the current ambient state.
根据本发明提供的一种最大功率跟踪方法,所述最大功率跟踪模式进一步包括:According to a maximum power tracking method provided by the present invention, the maximum power tracking mode further includes:
以所述DC-DC变换器的占空比作为粒子群中的粒子的位置变量,使用基于捕食搜索策略的粒子群优化算法对所述粒子的位置变量进行迭代更新,得到粒子群的全局最优位置;Taking the duty cycle of the DC-DC converter as the position variable of the particle in the particle swarm, using the particle swarm optimization algorithm based on the predator search strategy to iteratively update the position variable of the particle to obtain the global optimum of the particle swarm Location;
基于所述全局最优位置计算得到光伏阵列的输出电压,以及,与所述输出电压对应的所述无线供能系统在当前环境状态下的最大输出功率。The output voltage of the photovoltaic array and the maximum output power of the wireless energy supply system corresponding to the output voltage under the current environmental state are obtained through calculation based on the global optimal position.
根据本发明提供的一种最大功率跟踪方法,所述最大功率跟踪模式进一步包括:According to a maximum power tracking method provided by the present invention, the maximum power tracking mode further includes:
确定DC-DC变换器的占空比的全局搜索空间,将所述全局搜索空间划分为多个不同等级的子空间;determining the global search space of the duty cycle of the DC-DC converter, and dividing the global search space into a plurality of subspaces of different levels;
确定待搜索的当前等级的子空间;determine the subspace of the current level to be searched;
在当前等级的子空间内初始化粒子群规模以及最大迭代次数;Initialize the size of the particle swarm and the maximum number of iterations in the subspace of the current level;
在所述当前等级的子空间中进行迭代寻优,根据预设适应度函数更新局部最优解,直至在预设的最大迭代次数内得到更优解;Perform iterative optimization in the subspace of the current level, and update the local optimal solution according to the preset fitness function until a better solution is obtained within the preset maximum number of iterations;
将更优解作为历史最优解,并根据等级关系更新等级,得到更新后的当前等级的子空间;返回所述确定待搜索的当前等级的子空间的步骤。Taking the better solution as the historical optimal solution, and updating the level according to the level relationship to obtain the updated subspace of the current level; return to the step of determining the subspace of the current level to be searched.
根据本发明提供的最大功率跟踪方法,还包括:若在所述预设的最大迭代次数内无更优解,则根据等级关系更新等级,得到更新后的当前等级的子空间,返回所述确定待搜索的当前等级的子空间,直至更新后的等级达到预设等级,输出当前得到的历史最优解;According to the maximum power tracking method provided by the present invention, it also includes: if there is no better solution within the preset maximum number of iterations, updating the level according to the level relationship, obtaining the updated subspace of the current level, and returning to the determination The subspace of the current level to be searched until the updated level reaches the preset level, and the currently obtained historical optimal solution is output;
将当前得到的历史最优解作为在所述全局搜索空间内的全局最优解。The currently obtained historical optimal solution is taken as the global optimal solution in the global search space.
根据本发明提供的最大功率跟踪方法,所述监测所述DC-DC变换器的实时输出电压、实时输出电流和所述储能电池的实时荷电状态之后,还包括:According to the maximum power tracking method provided by the present invention, after monitoring the real-time output voltage and real-time output current of the DC-DC converter and the real-time state of charge of the energy storage battery, it further includes:
使用预设权函数对所述DC-DC变换器的实时输出电压、实时输出电流和所述储能电池的实时荷电状态进行加权比较后,根据比较结果判断所述光伏阵列无线供能系统所满足的状态条件。After performing a weighted comparison of the real-time output voltage and real-time output current of the DC-DC converter and the real-time state of charge of the energy storage battery using a preset weight function, judge the power of the photovoltaic array wireless energy supply system according to the comparison result. Status condition met.
本发明还提供一种电子设备,包括存储器、处理器及存储在存储器上并可在处理器上运行的计算机程序,所述处理器执行所述程序时实现如上述任一种闭环控制方法,或者任一种所述最大功率跟踪方法。The present invention also provides an electronic device, including a memory, a processor, and a computer program stored on the memory and operable on the processor. When the processor executes the program, any one of the above closed-loop control methods is implemented, or Any one of the maximum power tracking methods.
本发明还提供一种非暂态计算机可读存储介质,其上存储有计算机程序,该计算机程序被处理器执行时实现如上述任一种闭环控制方法,或者任一种所述最大功率跟踪方法。The present invention also provides a non-transitory computer-readable storage medium, on which a computer program is stored, and when the computer program is executed by a processor, any one of the above-mentioned closed-loop control methods, or any one of the above-mentioned maximum power tracking methods .
本发明还提供一种计算机程序产品,包括计算机程序,所述计算机程序被处理器执行时实现如上述任一种闭环控制方法,或者如上述任一种最大功率跟踪方法。The present invention also provides a computer program product, including a computer program. When the computer program is executed by a processor, any one of the above closed-loop control methods, or any one of the above maximum power tracking methods is implemented.
本发明提供的无线供能系统和最大功率跟踪方法,通过实时监控光伏阵列的输出电压,根据DC-DC变换器的实时输出电压、实时输出电流和储能电池的实时荷电状态所满足的状态条件,确定无线供能系统的工作模式,从而可以灵活切换无线供能系统的工作模式,以使光伏阵列工作在最大输出功率点附近,同时保证储能电池的安全工作,提高了光伏阵列的能量利用效率,同时提高了储能电池的使用寿命。The wireless energy supply system and the maximum power tracking method provided by the present invention monitor the output voltage of the photovoltaic array in real time, according to the state satisfied by the real-time output voltage, real-time output current of the DC-DC converter and the real-time state of charge of the energy storage battery Conditions, determine the working mode of the wireless energy supply system, so that the working mode of the wireless energy supply system can be switched flexibly, so that the photovoltaic array works near the maximum output power point, while ensuring the safe operation of the energy storage battery, and improving the energy of the photovoltaic array. Utilization efficiency, while improving the service life of the energy storage battery.
附图说明Description of drawings
为了更清楚地说明本发明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一简单地介绍,显而易见地,下面描述中的附图是本发明的一些实施例,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,还可以根据这些附图获得其他的附图。In order to more clearly illustrate the present invention or the technical solutions in the prior art, the accompanying drawings that need to be used in the description of the embodiments or the prior art will be briefly introduced below. Obviously, the accompanying drawings in the following description are the present invention. For some embodiments of the invention, those skilled in the art can also obtain other drawings based on these drawings without creative effort.
图1是本发明提供的无线供能系统的结构示意图;Fig. 1 is a schematic structural diagram of a wireless energy supply system provided by the present invention;
图2是本发明提供的闭环控制方法的流程示意图;Fig. 2 is a schematic flow chart of the closed-loop control method provided by the present invention;
图3(a)是光伏电池的I-V曲线示意图;Figure 3(a) is a schematic diagram of the I-V curve of a photovoltaic cell;
图3(b)是光伏电池的P-U曲线示意图;Figure 3(b) is a schematic diagram of the P-U curve of the photovoltaic cell;
图4是本发明提供的最大功率跟踪方法的流程示意图之一;Fig. 4 is one of the schematic flow charts of the maximum power tracking method provided by the present invention;
图5是本发明提供的最大功率跟踪方法的流程示意图之二;Fig. 5 is the second schematic flow diagram of the maximum power tracking method provided by the present invention;
图6是全局搜索空间及其子空间的示意图;Fig. 6 is a schematic diagram of a global search space and its subspaces;
图7是本发明提供的最大功率跟踪方法的流程示意图之三;Fig. 7 is the third schematic flow chart of the maximum power tracking method provided by the present invention;
图8是本发明提供的无线供能系统中线性加权补偿器的结构示意图;Fig. 8 is a schematic structural diagram of a linear weighted compensator in the wireless energy supply system provided by the present invention;
图9是一实施例中的无线供能系统中光伏阵列的结构示意图;Fig. 9 is a schematic structural diagram of a photovoltaic array in a wireless energy supply system in an embodiment;
图10是一实施例中的无线供能系统的电路结构示意图;Fig. 10 is a schematic diagram of a circuit structure of a wireless energy supply system in an embodiment;
图11是本发明提供的最大功率跟踪方法运行结果示意图;Fig. 11 is a schematic diagram of the running results of the maximum power tracking method provided by the present invention;
图12(a)是本发明提供的最大功率跟踪方法的运行结果之功率变化示意图;Fig. 12(a) is a schematic diagram of the power change of the running result of the maximum power tracking method provided by the present invention;
图12(b)是本发明提供的最大功率跟踪方法的运行结果示意图之电流变化示意图;Figure 12(b) is a schematic diagram of the current change in the schematic diagram of the operating results of the maximum power tracking method provided by the present invention;
图12(c)是本发明提供的最大功率跟踪方法的运行结果示意图之电压变化示意图;Figure 12(c) is a schematic diagram of the voltage change in the schematic diagram of the operating results of the maximum power tracking method provided by the present invention;
图13是本发明提供的电子设备的结构示意图。Fig. 13 is a schematic structural diagram of an electronic device provided by the present invention.
具体实施方式Detailed ways
为使本发明的目的、技术方案和优点更加清楚,下面将结合本发明中的附图,对本发明中的技术方案进行清楚、完整地描述,显然,所描述的实施例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作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。In order to make the purpose, technical solutions and advantages of the present invention clearer, the technical solutions in the present invention will be clearly and completely described below in conjunction with the accompanying drawings in the present invention. Obviously, the described embodiments are part of the embodiments of the present invention , but not all examples. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without creative efforts fall within the protection scope of the present invention.
下面结合图1-图13描述本发明的具体实施方式。The specific implementation manner of the present invention will be described below with reference to FIGS. 1-13 .
如图1所示,图1展示了本发明中的无线供能系统示意图;该无线供能系统包括光伏阵列、DC-DC变换器(Direct Current-Direct Current Converter;直流-直流变换器)和储能电池;光伏阵列通过DC-DC变换器与储能电池连接,DC-DC变换器,简称直流变换器,用于将光伏阵列输出的不稳定的低压直流电转换为稳定的母线电压,同时实现对光伏阵列最大输出功率的跟踪。DC-DC变换器中包含主控芯片,主控芯片的电路结构中主要包括最大功率跟踪模式控制回路、恒压输出模式控制回路、恒流输出模式控制回路、控制模式决策模块和PWM(Pulse Width Modulation,PWM,脉冲宽度调制)模块;其中,各个控制回路可监测DC-DC变换器的输入输出信号,并使用各自的比较环节计算出光伏阵列的输出电压与参考电压的差值e,进而通过各自的自适应闭环控制器来实现无线供能系统在不同工作模式下的切换,或在出现扰动时,通过PWM模块实现对DC-DC变换器的占空比的调节,实现对光伏阵列最大输出功率跟踪和系统的稳定控制。As shown in Figure 1, Figure 1 shows a schematic diagram of a wireless energy supply system in the present invention; the wireless energy supply system includes a photovoltaic array, a DC-DC converter (Direct Current-Direct Current Converter; DC-DC converter) and storage The photovoltaic array is connected to the energy storage battery through a DC-DC converter. Tracking of maximum output power of photovoltaic arrays. The DC-DC converter contains a main control chip. The circuit structure of the main control chip mainly includes the maximum power tracking mode control loop, the constant voltage output mode control loop, the constant current output mode control loop, the control mode decision module and the PWM (Pulse Width Modulation, PWM, pulse width modulation) module; each control loop can monitor the input and output signals of the DC-DC converter, and use their respective comparison links to calculate the difference e between the output voltage of the photovoltaic array and the reference voltage, and then pass Respective adaptive closed-loop controllers are used to realize the switching of the wireless energy supply system in different working modes, or when a disturbance occurs, the duty cycle of the DC-DC converter is adjusted through the PWM module to achieve the maximum output of the photovoltaic array Power tracking and stability control of the system.
在一实施例中,上述主控芯片,用于监测DC-DC变换器的实时输出电压、实时输出电流和所述储能电池的实时荷电状态。In one embodiment, the above-mentioned main control chip is used to monitor the real-time output voltage and real-time output current of the DC-DC converter and the real-time state of charge of the energy storage battery.
其中,DC-DC变换器,即直流变换器,用于将光伏阵列输出的直流电压转换为储能电池或负载能够使用的直流电压;其主要工作方式是脉宽调制(Pulse Width Modulation,PWM,脉冲宽度调制)工作方式,基本原理是通过开关管把直流电斩成方波(脉冲波),通过PWM模块调节方波的占空比(脉冲宽度与脉冲周期之比)来改变电压。可选地,DC-DC变换器可以是降压变换器,也可以是升压变换器。储能电池,也称蓄电池,其实时荷电状态(Stateof Charge,SOC)用于反映电池的剩余容量占电池满电容量的比值。Among them, the DC-DC converter, that is, the DC converter, is used to convert the DC voltage output by the photovoltaic array into a DC voltage that can be used by the energy storage battery or the load; its main working mode is pulse width modulation (Pulse Width Modulation, PWM, Pulse Width Modulation) working method, the basic principle is to cut the direct current into a square wave (pulse wave) through the switch tube, and adjust the duty cycle of the square wave (the ratio of the pulse width to the pulse period) through the PWM module to change the voltage. Optionally, the DC-DC converter may be a buck converter or a boost converter. Energy storage battery, also known as storage battery, its real-time state of charge (State of Charge, SOC) is used to reflect the ratio of the remaining capacity of the battery to the full capacity of the battery.
具体地,主控芯片对DC-DC变换器的输入输出信号进行采样,得到DC-DC变换器的实时输出电压、实时输出电流,主控芯片还可以通过采样获取储能电池的实时荷电状态SOC。Specifically, the main control chip samples the input and output signals of the DC-DC converter to obtain the real-time output voltage of the DC-DC converter , real-time output current , the main control chip can also obtain the real-time state of charge SOC of the energy storage battery through sampling.
上述主控芯片,还用于根据DC-DC变换器的实时输出电压、实时输出电流和储能电池的实时荷电状态所满足的状态条件,确定无线供能系统的工作模式。The above-mentioned main control chip is also used to determine the working mode of the wireless energy supply system according to the state conditions satisfied by the real-time output voltage and real-time output current of the DC-DC converter and the real-time state of charge of the energy storage battery.
具体地,为了实现光伏阵列始终工作在最大输出功率点附近,需要通过实时监测到的DC-DC变换器的实时输出电压、实时输出电流,判断当前的无线供能系统是否工作在光伏阵列的最大输出功率点附近,若光伏阵列未工作在最大输出功率点附近,则通过最大功率跟踪模式控制回路调节DC-DC变换器的占空比,直至光伏阵列的输出功率达到当前环境条件下的最大输出功率点。Specifically, in order to realize that the photovoltaic array always works near the maximum output power point, it is necessary to judge whether the current wireless energy supply system is working at the maximum output power point of the photovoltaic array through the real-time output voltage and real-time output current of the DC-DC converter. Near the output power point, if the photovoltaic array does not work near the maximum output power point, the duty cycle of the DC-DC converter is adjusted through the maximum power tracking mode control loop until the output power of the photovoltaic array reaches the maximum output under the current environmental conditions power point.
另外,由于无线供能系统包括光伏阵列和储能电池,储能电池的工作状态也容易受到环境(例如自身温度)的变化而变化,光伏阵列的输出电压或输出电流可能超过储能电池的安全工作电流或满电电压,可能造成系统不稳定,因此本发明还可根据上述DC-DC变换器的实时输出电压、实时输出电流和储能电池的实时荷电状态之间的大小关系,判断当前无线供能系统是否工作在不安全状态,从而调整DC-DC变换器的实时输出电压、实时输出电流,以保证无线供能系统的安全稳定运行;具体来说,主控芯片,可通过恒压输出模式控制回路或恒流输出模式控制回路采集DC-DC变换器的实时输出电压、实时输出电流和储能电池的实时荷电状态,并通过各自的比较环节判断上述实时采样值与参考值之间的差值,从而判断无线供能系统当前所需的工作模式,通过触发控制模式决策模块将无线供能系统切换至恒压输出模式或恒流输出模式。In addition, since the wireless energy supply system includes a photovoltaic array and an energy storage battery, the working state of the energy storage battery is also susceptible to changes in the environment (such as its own temperature), and the output voltage or output current of the photovoltaic array may exceed the safety of the energy storage battery. The operating current or full voltage may cause system instability, so the present invention can also judge the current Whether the wireless energy supply system is working in an unsafe state, so as to adjust the real-time output voltage and real-time output current of the DC-DC converter to ensure the safe and stable operation of the wireless energy supply system; specifically, the main control chip can pass constant voltage The output mode control loop or the constant current output mode control loop collects the real-time output voltage, real-time output current of the DC-DC converter and the real-time state of charge of the energy storage battery, and judges the difference between the above-mentioned real-time sampling value and the reference value through their respective comparison links. The difference between them, so as to judge the current working mode of the wireless energy supply system, and switch the wireless energy supply system to the constant voltage output mode or constant current output mode by triggering the control mode decision module.
上述实施例,通过DC-DC变换器中的主控芯片实时监控无线供能系统中的物理量,通过各个物理量之间关系判断无线供能系统所满足的状态条件,根据状态条件自适应地调节无线供能系统的工作模式,使得无线供能系统在满足最大功率输出的同时保证无线供能系统的安全稳定运行,保证整个无线供能系统的能量高效变换利用,并提高了整个系统的稳定性和可靠性。In the above embodiments, the physical quantities in the wireless energy supply system are monitored in real time by the main control chip in the DC-DC converter, the state conditions satisfied by the wireless energy supply system are judged through the relationship between each physical quantity, and the wireless energy supply system is adaptively adjusted according to the state conditions. The working mode of the energy supply system enables the wireless energy supply system to meet the maximum power output while ensuring the safe and stable operation of the wireless energy supply system, ensuring the efficient conversion and utilization of energy in the entire wireless energy supply system, and improving the stability and stability of the entire system. reliability.
在一实施例中,上述主控芯片中包括最大功率跟踪模式控制回路;上述工作模式包括最大功率跟踪模式。In an embodiment, the above-mentioned main control chip includes a maximum power tracking mode control loop; the above-mentioned working mode includes a maximum power tracking mode.
上述最大功率跟踪模式控制回路,进一步用于当储能电池的实时荷电状态未处于满电状态,且DC-DC变换器的实时输出电流不高于储能电池的安全充电电流时,则确定无线供能系统的工作模式为最大功率跟踪模式;最大功率跟踪模式包括:调节DC-DC变换器的占空比,以使光伏阵列的等效负载变化,直至光伏阵列的输出功率达到当前状态下的最大功率。The above maximum power tracking mode control loop is further used to determine when the real-time state of charge of the energy storage battery is not in a fully charged state, and the real-time output current of the DC-DC converter is not higher than the safe charging current of the energy storage battery The working mode of the wireless energy supply system is the maximum power tracking mode; the maximum power tracking mode includes: adjusting the duty cycle of the DC-DC converter to change the equivalent load of the photovoltaic array until the output power of the photovoltaic array reaches the current state of the maximum power.
具体地,如图1所示,上述最大功率跟踪模式控制回路包括针对DC-DC变换器的输入电压、输入电流的采样环节,MPPT控制器(最大功率跟踪控制器)、比较环节、自适应闭环控制器。其中,输入电压、输入电流为DC-DC变换器的输入电压、输入电流,也即光伏阵列的输出电压、输出电流;MPPT控制器用于给定最大功率点的参考电压,比较环节通过比较计算出光伏阵列的输出电压与最大功率点的参考电压之间的差值e,进而通过自适应闭环控制器根据差值e的判断结果,触发控制模式决策模块将无线供能系统的工作模式切换到最大功率跟踪模式,在最大功率跟踪模式下,通过PWM模块对DC-DC变换器的占空比的调节,来实现对光伏阵列最大输出功率跟踪。Specifically, as shown in Figure 1, the above-mentioned maximum power tracking mode control loop includes the input voltage for the DC-DC converter ,Input Current The sampling link, MPPT controller (maximum power tracking controller), comparison link, adaptive closed-loop controller . where the input voltage ,Input Current It is the input voltage and input current of the DC-DC converter, that is, the output voltage and output current of the photovoltaic array; the MPPT controller is used to set the reference voltage of the maximum power point , the comparison link calculates the output voltage of the photovoltaic array by comparison reference voltage with maximum power point The difference e between, and then through the adaptive closed-loop controller According to the judgment result of the difference e, the trigger control mode decision-making module switches the working mode of the wireless energy supply system to the maximum power tracking mode. In the maximum power tracking mode, the duty cycle of the DC-DC converter is adjusted by the PWM module , to realize the maximum output power tracking of the photovoltaic array.
进一步地,可通过MPPT(Maximum Power Point Tracking,最大功率点跟踪)算法实现对光伏阵列输出多峰功率曲线的全局最大功率跟踪。Further, the global maximum power tracking of the output multi-peak power curve of the photovoltaic array can be realized through the MPPT (Maximum Power Point Tracking) algorithm.
更进一步地,上述MPPT算法可选用基于捕食搜索策略的粒子群优化算法(Predatory Search-Particle Swarm Optimization;PS-PSO)来实现。Furthermore, the above MPPT algorithm can be implemented by using the Predatory Search-Particle Swarm Optimization (PS-PSO) algorithm based on the predatory search strategy.
上述实施例,通过实时监控光伏阵列的输出电压,从而可以对光伏阵列的输出电压进行调节,以使光伏阵列工作在最大输出功率点附近,能够提高光伏阵列的能量利用效率。In the above embodiments, by monitoring the output voltage of the photovoltaic array in real time, the output voltage of the photovoltaic array can be adjusted so that the photovoltaic array works near the maximum output power point, and the energy utilization efficiency of the photovoltaic array can be improved.
在一实施例中,如图1所示,上述主控芯片中包括恒压输出模式控制回路;上述工作模式包括恒压输出模式。In one embodiment, as shown in FIG. 1 , the above-mentioned main control chip includes a constant voltage output mode control loop; the above-mentioned working mode includes a constant voltage output mode.
上述恒压输出模式控制回路,用于当储能电池的实时荷电状态处于满电状态时,则通过控制模式决策模块将无线供能系统的工作模式切换为恒压输出模式;上述恒压输出模式包括:调节DC-DC变换器的输出电压,以使DC-DC变换器的输出电压与储能电池的电压相同。The above constant voltage output mode control loop is used to switch the working mode of the wireless energy supply system to the constant voltage output mode through the control mode decision module when the real-time state of charge of the energy storage battery is in a fully charged state; the above constant voltage output mode The mode includes: adjusting the output voltage of the DC-DC converter so that the output voltage of the DC-DC converter is the same as the voltage of the energy storage battery.
具体地,过高的光伏阵列输出电压会对储能电池的寿命带来影响,为了保证储能电池工作在安全工作模式下,本发明还使用了恒压输出模式控制回路,恒压输出模式控制回路包括对DC-DC变换器的输出电压的采样环节、电压比较环节、自适应闭环控制器。将采样得到的DC-DC变换器的输出电压与预设的参考输出电压进行比较得到差值e,自适应闭环控制器对e判断,并根据判断结果,通过控制模式决策模块,将无线供能系统切换到恒压输出模式下,通过PWM调节DC-DC变换器的占空比,从而调节DC-DC变换器的输出电压,限制DC-DC变换器的输出电压,使其与储能电池的满电电压相同。Specifically, an excessively high output voltage of the photovoltaic array will affect the life of the energy storage battery. In order to ensure that the energy storage battery works in a safe working mode, the present invention also uses a constant voltage output mode control loop. The constant voltage output mode control loop consists of the output voltage of the DC-DC converter The sampling link, the voltage comparison link, and the adaptive closed-loop controller . The output voltage of the DC-DC converter obtained by sampling with a preset reference output voltage Compare to get the difference e, adaptive closed-loop controller Judge e, and according to the judgment result, switch the wireless energy supply system to the constant voltage output mode through the control mode decision module, and adjust the duty cycle of the DC-DC converter through PWM to adjust the output of the DC-DC converter Voltage , to limit the output voltage of the DC-DC converter , making it the same as the fully charged voltage of the energy storage battery.
上述实施例,通过使用恒压输出模式控制回路控制DC-DC变换器的输出电压,以使得在储能电池处于满电状态下时,DC-DC变换器的输出电压与储能电池的电压相同,能够保证储能电池工作在安全工作模式,提高储能电池的使用寿命。In the above embodiment, the output voltage of the DC-DC converter is controlled by using the constant voltage output mode control loop, so that when the energy storage battery is fully charged, the output voltage of the DC-DC converter is the same as the voltage of the energy storage battery , can ensure that the energy storage battery works in a safe working mode, and improve the service life of the energy storage battery.
在一实施例中,上述主控芯片中包括恒流输出模式控制回路,上述工作模式包括恒流输出模式。In one embodiment, the above-mentioned main control chip includes a constant current output mode control loop, and the above-mentioned working mode includes a constant current output mode.
上述恒流输出模式控制回路,用于在储能电池的实时荷电状态未处于满电状态,且DC-DC变换器的实时输出电流高于储能电池的安全充电电流时,将无线供能系统的工作模式切换为恒流输出模式;恒流模式包括:调节DC-DC变换器的占空比,以使DC-DC变换器的输出电流与储能电池的安全充电电流相同。The above constant current output mode control loop is used to wirelessly supply energy when the real-time state of charge of the energy storage battery is not fully charged and the real-time output current of the DC-DC converter is higher than the safe charging current of the energy storage battery. The working mode of the system is switched to the constant current output mode; the constant current mode includes: adjusting the duty cycle of the DC-DC converter so that the output current of the DC-DC converter is the same as the safe charging current of the energy storage battery.
具体地,如图1所示,恒流输出模式控制回路包括输出电流采样环节、电流比较环节、自适应闭环控制器。其中输出电流为DC-DC变换器的输出电流,电流比较环节用于比较上述输出电流与储能电池的安全充电电流之间的大小,当DC-DC变换器的输出电流大于储能电池的安全充电电流时,自适应闭环控制器基于对比较结果e的判断,触发控制模式决策模块将无线供能系统的工作模式切换到恒流输出模式,在恒流输出模式中,通过PWM模块调节DC-DC变换器的占空比,以使输出电流与储能电池的安全充电电流相同。Specifically, as shown in Figure 1, the constant current output mode control loop includes the output current Sampling link, current comparison link, adaptive closed-loop controller . where the output current is the output current of the DC-DC converter, and the current comparison link is used to compare the above output current The size between the safe charging current of the energy storage battery, when the output current of the DC-DC converter When the charging current is greater than the safe charging current of the energy storage battery, the adaptive closed-loop controller Based on the judgment of the comparison result e, the trigger control mode decision module switches the working mode of the wireless energy supply system to the constant current output mode. In the constant current output mode, the duty cycle of the DC-DC converter is adjusted by the PWM module to make the output current It is the same as the safe charging current of the energy storage battery.
上述实施例,通过监控DC-DC变换器的实时输出电流,并比较实时输出电压与储能电池的安全充电电流时,将无线供能系统的工作模式切换到恒流输出模式,能够保证在光伏阵列输出功率趋向于最大化的同时保证无线供能系统的安全可靠运行,提高储能电池的使用寿命。In the above embodiment, by monitoring the real-time output current of the DC-DC converter and comparing the real-time output voltage with the safe charging current of the energy storage battery, switching the working mode of the wireless energy supply system to the constant current output mode can ensure The output power of the array tends to be maximized while ensuring the safe and reliable operation of the wireless energy supply system and improving the service life of the energy storage battery.
在一实施例中,上述无线供能系统还包括激光发射端,上述激光发射端,用于发射激光至光伏阵列,以使光伏阵列利用激光能量输出第一电压至DC-DC变换器;DC-DC变换器,用于将第一电压变换为第二电压,以供储能电池储存电能。In one embodiment, the above wireless energy supply system further includes a laser emitting end, the above laser emitting end is used to emit laser light to the photovoltaic array, so that the photovoltaic array uses the laser energy to output the first voltage to the DC-DC converter; DC- The DC converter is used to transform the first voltage into a second voltage for the energy storage battery to store electric energy.
具体地,本发明所提供的无线供能系统能够应用于对太阳光、激光或其他光能的转化利用中,本实施例尤其提供了应用于激光能量传输和转化的无线供能系统,如图1所示,该无线供能系统还包括激光发射端,其中,激光发射端,用于发射激光至光伏阵列,以使光伏阵列将激光能量转化为第一电压,并输出第一电压至DC-DC变换器;DC-DC变换器,用于将第一电压变换为第二电压,以供储能电池储存电能,或供负载使用电能。DC-DC变换器的主控芯片控制整个系统的工作模式,此处不再赘述。Specifically, the wireless energy supply system provided by the present invention can be applied to the conversion and utilization of sunlight, laser or other light energy. This embodiment especially provides a wireless energy supply system applied to laser energy transmission and conversion, as shown in the figure 1, the wireless energy supply system also includes a laser emitting end, wherein the laser emitting end is used to emit laser light to the photovoltaic array, so that the photovoltaic array converts the laser energy into a first voltage, and outputs the first voltage to DC- DC converter; DC-DC converter, used to convert the first voltage to the second voltage, so as to store electric energy for the energy storage battery or use electric energy for the load. The main control chip of the DC-DC converter controls the working mode of the entire system, which will not be repeated here.
上述实施例,提供了一种应用于激光能量传输的无线供能系统,通过该无线供能系统能够解决由于激光发光不稳定导致的光伏阵列输出功率难以保持在最大功率工作点附近的问题,同时通过该系统还能保证激光能量无线供能系统的安全稳定运行,提高储能电池的使用寿命。The above embodiments provide a wireless energy supply system applied to laser energy transmission, through which the wireless energy supply system can solve the problem that the output power of the photovoltaic array is difficult to maintain near the maximum power operating point due to the instability of laser light emission, and at the same time The system can also ensure the safe and stable operation of the laser energy wireless energy supply system and improve the service life of the energy storage battery.
在一个实施例中,如图2所示,提供了一种闭环控制方法,以该方法应用于图1中的无线供能系统为例进行说明,无线供能系统中的DC-DC变换器包含主控芯片,主控芯片用于执行以下步骤:In one embodiment, as shown in Figure 2, a closed-loop control method is provided, and the application of the method to the wireless energy supply system in Figure 1 is used as an example for illustration. The DC-DC converter in the wireless energy supply system includes Main control chip, the main control chip is used to perform the following steps:
步骤201,监测DC-DC变换器的实时输出电压、实时输出电流和储能电池的实时荷电状态。
其中,DC-DC变换器,即直流变换电路,用于将光伏阵列输出的直流电压转换为储能电池或负载能够使用的直流电压;其主要工作方式是脉宽调制(Pulse WidthModulation,PWM,脉冲宽度调制)工作方式,基本原理是通过开关管把直流电斩成方波(脉冲波),通过调节方波的占空比(脉冲宽度与脉冲周期之比)来改变电压。可选地,DC-DC变换器可以是降压变换器,也可以是升压变换器。储能电池,也称蓄电池,用于储存光伏阵列输出的电流,储能电池的实时荷电状态用于反映电池的剩余容量占电池满电容量的比值。Among them, the DC-DC converter, that is, the DC conversion circuit, is used to convert the DC voltage output by the photovoltaic array into a DC voltage that can be used by the energy storage battery or the load; its main working mode is pulse width modulation (Pulse Width Modulation, PWM, pulse Width modulation) working mode, the basic principle is to chop the direct current into a square wave (pulse wave) through the switch tube, and change the voltage by adjusting the duty cycle of the square wave (the ratio of the pulse width to the pulse period). Optionally, the DC-DC converter may be a buck converter or a boost converter. The energy storage battery, also known as the storage battery, is used to store the current output by the photovoltaic array, and the real-time state of charge of the energy storage battery is used to reflect the ratio of the remaining capacity of the battery to the full capacity of the battery.
具体地,主控芯片对DC-DC变换器的输入输出信号进行采样,如图1所示,得到DC-DC变换器的实时输出电压、实时输出电流,主控芯片还可以通过采样获取储能电池的实时荷电状态(State of Charge,SOC)。Specifically, the main control chip samples the input and output signals of the DC-DC converter, as shown in Figure 1, to obtain the real-time output voltage of the DC-DC converter , real-time output current , the main control chip can also obtain the real-time state of charge (State of Charge, SOC) of the energy storage battery through sampling.
步骤202,判断上述实时输出电压、实时输出电流、实时荷电状态SOC所满足的状态条件,根据状态条件切换无线供能系统的工作模式。具体包括:如图1所示,当储能电池的实时荷电状态SOC和DC-DC变换器的实时输出电流满足第一状态条件时,则确定系统的工作模式为最大功率跟踪模式;最大功率跟踪模式包括:通过PWM模块调节DC-DC变换器的占空比,以使光伏阵列的等效负载变化,直至光伏阵列的输出功率达到当前状态下的最大功率。
其中,最大功率跟踪模式,一般称为MPPT(Maximum Power Point Tracking,最大功率点跟踪),是指根据外界不同的环境温度、光照强度、以及光伏阵列的自身工作特性等来调节光伏阵列的输出功率,使得光伏阵列始终输出最大功率。光伏阵列的最大输出功率跟踪方法所依据的原理如图3(a)、图3(b)所示,图3(a)展示了光伏电池的输出电压-输出电流曲线(I-V曲线),图3(b)展示了光伏电池的输出功率-输出电压曲线(P-U曲线),图3(a)、图3(b)中,为光伏电池的等效负载,为光伏电池的等效输出电压;P为光伏电池的输出功率;D为DC-DC变换器的占空比,占空比D是指DC-DC变换器输出的脉冲信号的脉冲宽度与脉冲周期之比,在本发明中,可根据DC-DC变换器的实时输出电压的采样值,计算得到DC-DC变换器的占空比;在图3(a)中,点O为光伏电池的最大输出功率点,以射线A为分割线,射线A上方的工作特性曲线较平缓,可见光伏电池基本为恒流输出,射线A下方的工作特性曲线可以看出光伏电池工作的输出电压基本不变,为恒压输出;由图3(b)可明显看出,光伏电池的工作特性是非线性的,在一定的环境温度、光强照射下,随着输出电压的升高,输出功率先变大后变小,P-U曲线中会出现一个最大功率点,MPPT工作原理就是为了充分利用光伏电池的工作特性,使之运行在最大输出功率点,通过调节光伏电池的等效负载,改变光伏电池的输出电压和输出电流,一直到输出功率最大。该最大输出功率点,还受到温度、光强等环境条件的影响,例如,光伏阵列在上午的最大输出功率为500W,而到了下午,其最大输出功率可能变为800W,因此如何找到光伏电池当前状态下的最大功率点并进行追踪以使光伏电池始终保持高效工作很有必要;另外,光伏阵列在使用过程中易受周围环境(如浮云,建筑物,树木遮荫等)和电池板表面的灰尘的干扰,导致光伏阵列的输出功率减小,输出特性曲线变得复杂,例如输出特性曲线呈多极值点(多峰),此时更需要使用MPPT找到光伏电池的最大功率点。Among them, the maximum power tracking mode, generally called MPPT (Maximum Power Point Tracking, maximum power point tracking), refers to adjusting the output power of the photovoltaic array according to different ambient temperatures, light intensity, and the operating characteristics of the photovoltaic array itself. , so that the photovoltaic array always outputs the maximum power. The principle of the maximum output power tracking method of the photovoltaic array is shown in Figure 3(a) and Figure 3(b). Figure 3(a) shows the output voltage-output current curve (IV curve) of the photovoltaic cell, and Figure 3 (b) shows the output power-output voltage curve (PU curve) of photovoltaic cells, in Figure 3(a) and Figure 3(b), is the equivalent load of the photovoltaic cell, is the equivalent output voltage of the photovoltaic cell; P is the output power of the photovoltaic cell; D is the duty cycle of the DC-DC converter, and the duty cycle D refers to the pulse width and pulse period of the pulse signal output by the DC-DC converter In the present invention, the duty cycle of the DC-DC converter can be calculated according to the sampling value of the real-time output voltage of the DC-DC converter; in Figure 3(a), point O is the maximum The output power point, taking ray A as the dividing line, the operating characteristic curve above the ray A is relatively flat, it can be seen that the photovoltaic cell is basically a constant current output, and the operating characteristic curve below the ray A shows that the output voltage of the photovoltaic cell is basically unchanged. It is a constant voltage output; it can be clearly seen from Figure 3 (b) that the operating characteristics of photovoltaic cells are nonlinear. Under a certain ambient temperature and light intensity, as the output voltage increases, the output power first increases and then increases. If it becomes smaller, a maximum power point will appear in the PU curve. The working principle of MPPT is to make full use of the working characteristics of photovoltaic cells to make them operate at the maximum output power point. By adjusting the equivalent load of photovoltaic cells, the output voltage of photovoltaic cells can be changed. and output current up to the maximum output power. The maximum output power point is also affected by environmental conditions such as temperature and light intensity. For example, the maximum output power of a photovoltaic array in the morning is 500W, but in the afternoon, its maximum output power may become 800W, so how to find the current value of the photovoltaic cell? It is necessary to track the maximum power point in the state and to keep the photovoltaic cells working efficiently; in addition, the photovoltaic array is vulnerable to the surrounding environment (such as floating clouds, buildings, tree shade, etc.) The interference of dust causes the output power of the photovoltaic array to decrease, and the output characteristic curve becomes complicated. For example, the output characteristic curve presents multiple extreme points (multiple peaks). At this time, it is more necessary to use MPPT to find the maximum power point of the photovoltaic cell.
具体地,为了维持光伏阵列的最大功率输出,同时使得整个无线供能系统安全稳定地运行,本发明使用控制模式决策模块根据上述采集到的实时状态参数确定或切换整个系统的工作模式;控制模式决策模块根据上述实时状态参数实现相应的开关电路的通断,在实时状态参数满足相应状态条件时,将使用如图1中的最大功率跟踪模式控制回路、恒压输出模式控制回路或恒流输出模式控制回路来调节光伏阵列的输出电压或输出电流。Specifically, in order to maintain the maximum power output of the photovoltaic array and at the same time make the entire wireless energy supply system run safely and stably, the present invention uses a control mode decision-making module to determine or switch the working mode of the entire system according to the real-time state parameters collected above; the control mode The decision-making module realizes the on-off of the corresponding switch circuit according to the above real-time state parameters. When the real-time state parameters meet the corresponding state conditions, it will use the maximum power tracking mode control loop, constant voltage output mode control loop or constant current output as shown in Figure 1. mode control loop to regulate the output voltage or output current of the photovoltaic array.
上述实施例,通过DC-DC变换器中的主控芯片实时监控无线供能系统中的实时状态参数,通过各个实时状态参数之间关系判断无线供能系统所满足的状态条件,根据状态条件自适应地调节无线供能系统的工作模式,使得无线供能系统在满足最大功率输出的同时保证无线供能系统的安全稳定运行,保证了整个无线供能系统的能量高效变换利用,并能够在无线供能系统受到扰动或在工作模式切换时保证无线供能系统的动态性能和稳定性。In the above embodiment, the real-time state parameters in the wireless energy supply system are monitored in real time through the main control chip in the DC-DC converter, the state conditions satisfied by the wireless energy supply system are judged through the relationship between each real-time state parameter, and the state conditions are automatically determined according to the state conditions. Adaptively adjust the working mode of the wireless energy supply system, so that the wireless energy supply system can meet the maximum power output while ensuring the safe and stable operation of the wireless energy supply system, ensuring the efficient conversion and utilization of energy in the entire wireless energy supply system, and can Ensure the dynamic performance and stability of the wireless energy supply system when the energy supply system is disturbed or when the working mode is switched.
如图4所示,图4展示了上述最大功率跟踪方法的整体流程示意图;在采样得到DC-DC变换器的实时输出电压、实时输出电流以及储能电池的实时荷电状态SOC后,将采样得到的信号进行信号调理放大以及A/D转换(交流/直流转换)后,通过比较各个参数的大小关系判断当前系统所需要的工作模式,首先判断是否需要电压电流保护,若不需要,则运行最大功率跟踪算法,从而使得光伏阵列运行在实时状态下的最大输出功率工作点。As shown in Figure 4, Figure 4 shows the overall flow diagram of the above maximum power tracking method; after sampling the real-time output voltage, real-time output current of the DC-DC converter and the real-time state of charge SOC of the energy storage battery, the After the obtained signal is subjected to signal conditioning amplification and A/D conversion (AC/DC conversion), the working mode required by the current system is judged by comparing the size relationship of each parameter. First, judge whether voltage and current protection is needed. If not, run Maximum power tracking algorithm, so that the photovoltaic array operates at the maximum output power operating point in real-time state.
在一实施例中,上述步骤202包括:当储能电池的实时荷电状态SOC未处于满电状态,且DC-DC变换器的实时输出电流不高于储能电池的安全充电电流时,则确定上述无线供能系统不需要输出电压保护或输出电流保护,当前所需的工作模式为最大功率跟踪模式,该最大功率跟踪模式包括:如图4所示,通过PWM模块调节DC-DC变换器的占空比D,以使光伏阵列的等效负载变化,即光伏阵列的输出功率变化,直至光伏阵列的输出功率达到当前环境状态下的最大功率,并维持最大功率输出。若检测到光伏阵列接收到的光强发生变化,或光伏阵列的温度发生变化,则意味着光伏阵列的最大功率点发生改变,继续寻找适用于当前光强或温度下的最大功率点,并将光伏阵列的输出功率调整至最新的最大功率点。In an embodiment, the
进一步地,在光强或温度不变的情况下,若负载发生变化,则通过PWM模块调节DC-DC变换器的占空比D,以使光伏阵列的等效负载变化,即光伏阵列的输出功率变化,以给负载供能。若负载未变化,则维持当前最大功率输出。Further, when the light intensity or temperature is constant, if the load changes, the duty ratio D of the DC-DC converter is adjusted through the PWM module to change the equivalent load of the photovoltaic array, that is, the output of the photovoltaic array The power is varied to energize the load. If the load does not change, maintain the current maximum power output.
上述实施例,在判断储能电池未处于满电状态,且DC-DC变换器的输出电流不高于储能电池的安全充电电流的情况下,调节占空比使得光伏电池始终工作在实时环境状态下的最大功率点附近,能够保证光伏系统的最大功率输出能力,保证光伏系统的能量使用效率最大化。In the above embodiment, when it is judged that the energy storage battery is not fully charged and the output current of the DC-DC converter is not higher than the safe charging current of the energy storage battery, the duty cycle is adjusted so that the photovoltaic battery always works in a real-time environment In the vicinity of the maximum power point in the state, the maximum power output capability of the photovoltaic system can be guaranteed, and the energy use efficiency of the photovoltaic system can be maximized.
在一实施例中,上述步骤202还包括:当储能电池的实时荷电状态处于满电状态时,则将无线供能系统的工作模式切换为恒压输出模式;该恒压输出模式包括:调节DC-DC变换器的占空比,以使DC-DC变换器的输出电压与储能电池的满电电压相同。In an embodiment, the
由于储能电池的工作状态也受环境(例如自身温度)、以及负载的影响,例如当储能电池处于满电状态时,DC-DC变换器过高的输出电压将对储能电池的寿命会带来影响,因此需要将光伏阵列的输出电压、输出电流与储能电池的荷电状态SOC进行适配,以使整个系统的工作效率达到最大程度的有效利用,同时能够兼顾储能电池的使用寿命,因此本发明还使用电压保护或电流保护机制。Since the working state of the energy storage battery is also affected by the environment (such as its own temperature) and the load, for example, when the energy storage battery is fully charged, the high output voltage of the DC-DC converter will affect the life of the energy storage battery. Therefore, it is necessary to adapt the output voltage and output current of the photovoltaic array to the state of charge SOC of the energy storage battery, so that the working efficiency of the entire system can be effectively utilized to the greatest extent, and at the same time, the use of the energy storage battery can be taken into account. lifetime, so the present invention also uses a voltage protection or current protection mechanism.
具体地,当储能电池的实时荷电状态SOC处于满电状态;即,只要判断储能电池的实时荷电状态SOC处于满电状态,则不管DC-DC变换器的输出电流如何,都优先控制无线供能系统进入恒压输出模式。如图1所示,通过控制模式决策模块将无线供能系统的工作模式切换为恒压输出模式;该恒压输出模式包括:调节DC-DC变换器的输出电压,即通过脉宽调制模块(PWM模块)调节DC-DC变换器的占空比D以实现调节DC-DC变换器的输出电压,使得DC-DC变换器的输出电压与储能电池的满电电压相同。Specifically, when the real-time state of charge SOC of the energy storage battery is in a fully charged state; that is, as long as it is judged that the real-time state of charge SOC of the energy storage battery is in a fully charged state, regardless of the output current of the DC-DC converter, priority Control the wireless energy supply system to enter the constant voltage output mode. As shown in Figure 1, the working mode of the wireless energy supply system is switched to the constant voltage output mode through the control mode decision module; the constant voltage output mode includes: adjusting the output voltage of the DC-DC converter, that is, through the pulse width modulation module ( PWM module) to adjust the duty ratio D of the DC-DC converter to adjust the output voltage of the DC-DC converter , so that the output voltage of the DC-DC converter It is the same as the full charge voltage of the energy storage battery.
上述实施例,在储能电池的实时荷电状态SOC处于满电状态下,将无线供能系统的工作模式切换至恒压输出模式,有利于保护储能电池,提高储能电池的使用寿命。In the above embodiment, when the real-time SOC of the energy storage battery is fully charged, switching the working mode of the wireless energy supply system to the constant voltage output mode is beneficial to protect the energy storage battery and improve the service life of the energy storage battery.
在一实施例中,上述步骤202还包括:当储能电池的实时荷电状态SOC未处于满电状态,且DC-DC变换器的实时输出电流高于储能电池的安全充电电流时,则将无线供能系统的工作模式切换为恒流输出模式;该恒流输出模式包括:调节DC-DC变换器的占空比,以使DC-DC变换器的输出电流与储能电池的安全充电电流相同。In an embodiment, the
具体地,当储能电池的实时荷电状态SOC未处于满电状态,且DC-DC变换器的实时输出电流高于储能电池的安全充电电流时,则如图1所示,通过控制模式决策模块将无线供能系统的工作模式切换为恒流输出模式;该恒流输出模式包括:即通过脉宽调制模块(PWM模块)调节DC-DC变换器的占空比D以实现调节DC-DC变换器的输出电流,以使DC-DC变换器的输出电流与储能电池的安全充电电流相同。Specifically, when the real-time state of charge SOC of the energy storage battery is not fully charged, and the real-time output current of the DC-DC converter When it is higher than the safe charging current of the energy storage battery, as shown in Figure 1, the working mode of the wireless energy supply system is switched to the constant current output mode through the control mode decision module; the constant current output mode includes: that is, through pulse width modulation The module (PWM module) adjusts the duty ratio D of the DC-DC converter to adjust the output current of the DC-DC converter , so that the output current of the DC-DC converter It is the same as the safe charging current of the energy storage battery.
上述实施例,在储能电池的实时荷电状态SOC未处于满电状态,且DC-DC变换器的实时输出电流高于储能电池的安全充电电流时,将无线供能系统的工作模式切换至恒流输出模式,有利于保护储能电池,提高储能电池的使用寿命。In the above embodiment, when the real-time state of charge SOC of the energy storage battery is not fully charged, and the real-time output current of the DC-DC converter When the charging current is higher than the safe charging current of the energy storage battery, switching the working mode of the wireless energy supply system to the constant current output mode is beneficial to protect the energy storage battery and improve the service life of the energy storage battery.
在一实施例中,上述最大功率跟踪模式进一步包括:以DC-DC变换器的占空比作为粒子群中每个粒子的位置变量,使用基于捕食搜索策略的粒子群优化算法对上述每个粒子的位置变量进行迭代计算,得到粒子群的全局最优位置;基于该全局最优位置(即最优占空比)计算得到光伏阵列的输出电压以及相应的最大输出功率。In an embodiment, the above-mentioned maximum power tracking mode further includes: using the duty cycle of the DC-DC converter as the position variable of each particle in the particle swarm, using the particle swarm optimization algorithm based on the predator search strategy for each particle Iteratively calculate the position variable of the particle swarm to obtain the global optimal position of the particle swarm; based on the global optimal position (that is, the optimal duty cycle), the output voltage of the photovoltaic array and the corresponding maximum output power are calculated.
其中,PSO(Particle Swarm Optimization,粒子群优化)算法首先在可行解空间中初始化一群粒子,每个粒子都代表极值优化问题的一个潜在最优解,用位置变量、速度变量和适应度值三项指标表示该粒子特征。粒子在解空间中运动,通过跟踪个体极值(个体最优位置)和群体极值(群体最优位置)更新个体位置,个体极值是指个体所经历位置中计算得到的适应度值最优时对应的位置,群体极值是指种群中的所有粒子搜索到的适应度最优时对应的位置。粒子每更新一次位置,就计算一次适应度值,并且通过比较粒子的适应度值、个体极值、群体极值来更新个体极值和群体极值。Among them, the PSO (Particle Swarm Optimization, particle swarm optimization) algorithm first initializes a group of particles in the feasible solution space, and each particle represents a potential optimal solution of the extreme value optimization problem. The item index represents the characteristic of the particle. Particles move in the solution space, and update the individual position by tracking the individual extremum (individual optimal position) and group extremum (group optimal position). , the population extremum refers to the corresponding position when all particles in the population search for the best fitness. Every time the particle updates its position, the fitness value is calculated, and the individual extremum and the group extremum are updated by comparing the fitness value of the particle, the individual extremum, and the group extremum.
具体地,本发明使用基于捕食搜索策略的粒子群优化算法(PS-PSO,PredatorySearch-Particle Swarm Optimization)来实现光伏阵列的最大输出功率点的跟踪。具体流程详见下述步骤。Specifically, the present invention uses a particle swarm optimization algorithm (PS-PSO, PredatorySearch-Particle Swarm Optimization) based on a predator search strategy to realize the tracking of the maximum output power point of the photovoltaic array. For specific procedures, see the steps below.
在一实施例中,如图5所示,图5展示了上述最大功率跟踪模式的控制流程示意图,包括:In one embodiment, as shown in FIG. 5, FIG. 5 shows a schematic diagram of the control flow of the above-mentioned maximum power tracking mode, including:
步骤501,确定DC-DC变换器的占空比的全局搜索空间,将所述全局搜索空间划分为多个不同等级的子空间。
由于本申请使用改进的粒子群优化算法,即基于捕食搜索策略的粒子群优化算法PS-PSO。捕食搜索策略寻优时,先在整个搜索空间进行全局搜索,直至找到一个较优解;然后在较优解附近的区域进行集中搜索,如果搜索很多次也没有找到更优解,则放弃局域搜索;然后再在整个搜索空间进行全局搜索,如此循环,直至找到最优解(或近似最优解)为止。具体地,在初始化种群规模之前,需要首先确定粒子的位置变量的全局搜索空间;将全局搜索空间划分为互不重叠的子空间,根据这些子空间的邻接关系,确定这些子空间的等级,得到不同等级的子空间;如图6所示,子空间的邻域子空间为,的邻域子空间为……依此类推。Since this application uses an improved particle swarm optimization algorithm, that is, the particle swarm optimization algorithm PS-PSO based on the predator search strategy. When optimizing the predatory search strategy, first conduct a global search in the entire search space until a better solution is found; then conduct a concentrated search in the area near the better solution, if the search does not find a better solution for many times, then give up the local area Search; then conduct a global search in the entire search space, and so on, until the optimal solution (or an approximate optimal solution) is found. Specifically, before initializing the population size, it is necessary to first determine the global search space of the particle's position variable ; the global search space Divide into subspaces that do not overlap with each other, and determine the level of these subspaces according to the adjacency relationship of these subspaces , get subspaces of different levels ; As shown in Figure 6, the subspace The neighborhood subspace of is , The neighborhood subspace of is ……So on and so forth.
步骤502,确定待搜索的当前等级的子空间。
具体地,例如确定为待搜索的子空间,当前等级为1。Specifically, for example to determine is the subspace to be searched, and the current level is 1.
步骤503,在当前等级的子空间内获取初值;所述初值包括粒子群规模、所述粒子群中的每个粒子的初始速度,以及,以当前等级的子空间为限制条件的每个粒子的初始位置。
如图7所示,图7展示了PS-PSO算法的另一流程图,结合图7对PS-PSO算法进行详细说明:确定当前待搜索的限制区域为后,在内初始化m个粒子;具体地,初始化粒子群的种群规模m,即共有m个粒子,每个粒子的初始位置为当前等级的子空间内的任意值,同时,获取每个粒子的初始速度。As shown in Figure 7, Figure 7 shows another flow chart of the PS-PSO algorithm, and in conjunction with Figure 7, the PS-PSO algorithm is described in detail: it is determined that the current restricted area to be searched is after Initialize m particles within; specifically, initialize the population size m of the particle swarm, that is, there are m particles in total, and the initial position of each particle is the subspace of the current level Any value within , and at the same time, get the initial velocity of each particle.
步骤504,在所述当前等级的子空间中进行迭代寻优,在每次迭代中更新局部最优解(即在当前子空间内的群体最优位置),直至在预设的最大迭代次数内得到更优解。
其中,上述局部最优解即为整个粒子群在当前子区间内能找到的群体极值(即群体最优位置)。Among them, the above local optimal solution That is, the entire particle swarm in the current subinterval The group extremum (that is, the optimal position of the group) that can be found within.
具体地,如图7所示,通过PSO算法进行迭代寻优:在当前限制区域内,在当前迭代中,更新每个粒子的速度和位置,通过预设适应度函数计算粒子当前对应的适应值,判断当前适应值是否小于或大于(可根据实际情况确定个体适应值判断条件)上一次取得个体最优位置时对应的适应值,若满足预设适应值判断条件,则将当前位置作为个体最优位置,否则不变;计算整个粒子群中每个粒子对应的适应值,选取其中最小或最大的适应值,若该适应值小于或大于(根据实际情况确定群体适应值判断条件)上一次群体最优位置对应的适应值,则将该个体适应值对应的粒子位置作为群体最优位置,若不满足预设群体适应值判断条件,则群体最优位置不变,将迭代次数加1,进入下一轮迭代,直至达到预设迭代次数,终止迭代,得到当前子区间内的群体最优位置(即更优解)。Specifically, as shown in Figure 7, iterative optimization is performed through the PSO algorithm: in the current restricted area Inside, in the current iteration, update the speed and position of each particle, calculate the current corresponding fitness value of the particle through the preset fitness function, and judge whether the current fitness value is less than or greater than (the individual fitness value judgment conditions can be determined according to the actual situation) If the fitness value corresponding to the last optimal position of the individual is obtained, if the preset fitness value judgment condition is satisfied, the current position is taken as the optimal position of the individual, otherwise it remains unchanged; the fitness value corresponding to each particle in the entire particle swarm is calculated, and the selection Among them, the minimum or maximum fitness value, if the fitness value is less than or greater than (according to the actual situation to determine the group fitness value judgment condition) the fitness value corresponding to the last optimal position of the group, then the particle position corresponding to the individual fitness value is taken as the group’s optimal position. If the optimal position of the group is not met, the optimal position of the group remains unchanged, and the number of iterations is increased by 1 to enter the next round of iteration until the number of iterations is reached, and the iteration is terminated to obtain the current subinterval The group optimal position in (i.e. a more optimal solution).
步骤505,判断上述更优解是否满足预设历史极值判断条件(例如大于或小于上次存储的历史最优解),若是,则将上述更优解作为历史最优解();若否,则保持上次的历史最优解不变。根据等级关系更新等级,得到更新等级后的当前子空间;返回步骤502。
具体地,将更优解作为历史最优解,根据等级关系更新等级,得到更新等级后的当前子空间,循环执行步骤502-505,直至限制等级达到预设等级,则将当前得到的历史最优解作为全局搜索空间上的全局最优解,即全局最大功率点对应的占空比。Specifically, take the better solution as the historical optimal solution, update the level according to the hierarchical relationship, and obtain the current subspace after the updated level, and execute steps 502-505 in a loop until the restriction level reaches the preset level, then the currently obtained historical best Excellent solution as a global search space The global optimal solution on , that is, the duty cycle corresponding to the global maximum power point.
具体地,若在限制等级下PSO算法迭代次后仍没有搜寻到更优解,则限制等级调整为,以此类推,当限制等级达到一定值时,若仍无法继续更新历史最优解,则陷入局部最优情况,为了减少搜索时间跳出局部最优,则须将搜索区域等级调至更高来跳出局部搜索。以该搜索策略循环递进,直至限制等级达到,即全局限制区域,此时搜索任务完成,所得历史最优解即为空间Ω上的全局最优解,即为全局最大功率点。Specifically, if in Iteration of PSO Algorithm under Restricted Level If no better solution is found after times, the restriction level is adjusted to , and so on, when the restriction level reaches a certain value, if it is still impossible to update the historical optimal solution , then fall into the local optimal situation, in order to reduce the search time and jump out of the local optimal, the search area level must be adjusted to a higher level to jump out of the local search. Loop forward with this search strategy until the restriction level reaches , that is, the global restricted area. At this time, the search task is completed, and the historical optimal solution obtained is That is, the global optimal solution on the space Ω, that is, the global maximum power point.
上述实施例,通过PS-PSO算法实现粒子位置的搜索过程,减少其进行无效搜索的时间,进而可加快算法的收敛速度和减小算法陷入局部最优解的概率,进而提高整个无线供能系统的运行效率,使得无线供能系统在受到扰动或切换工作模式时能够快速追踪到最大功率点,提高无线供能系统工作的动态性能和稳定性。In the above embodiment, the search process of the particle position is realized through the PS-PSO algorithm, which reduces the time for invalid search, thereby speeding up the convergence speed of the algorithm and reducing the probability of the algorithm falling into a local optimal solution, thereby improving the efficiency of the entire wireless energy supply system. The high operating efficiency enables the wireless energy supply system to quickly track to the maximum power point when it is disturbed or switches working modes, and improves the dynamic performance and stability of the wireless energy supply system.
在一实施例中,上述步骤201之后,还包括:使用预设权函数对DC-DC变换器的实时输出电压、实时输出电流和储能电池的实时荷电状态进行加权比较后,根据比较结果判断光伏阵列无线供能系统所满足的状态条件。In an embodiment, after the
具体地,如图8所示,图8展示了无线供能系统中自适应闭环控制器的结构示意图,由于光伏电池的工作特性是非线性的,其工作特性曲线如图3(a)、图3(b)所示,为了使其工作在最大功率点附近,本发明使用线性加权补偿器实现光伏阵列在不同工作状态下的闭环稳定控制,线性加权补偿器中包括权函数,此处权函数可输出0到1之间的小数作为权值,权函数依据DC-DC变换器的输入电压 V pv、最大功率参考电压Vref与DC-DC变换器的输入电压Vpv之差 e计算出线性加权补偿器中的权值 w 1、 w 2和 w 3,并基于、、与相应的各权值的加权和判断控制模式,其中,、、分别是PID控制器(Proportion IntegrationDifferentiation,比例-积分-微分控制器)。 Specifically, as shown in Figure 8, Figure 8 shows the adaptive closed-loop controller in the wireless energy supply system Schematic diagram of the structure of the photovoltaic cell, since the operating characteristics of the photovoltaic cell are nonlinear, its operating characteristic curves are shown in Figure 3 (a) and Figure 3 (b). In order to make it work near the maximum power point, the present invention uses a linear weighted compensator To realize the closed-loop stable control of photovoltaic arrays under different working conditions, the linear weighted compensator includes a weight function, where the weight function can output a decimal between 0 and 1 as the weight value, and the weight function is based on the input voltage of the DC-DC converter V pv , the difference e between the maximum power reference voltage V ref and the input voltage V pv of the DC-DC converter calculates the weights w 1 , w 2 and w 3 in the linear weighted compensator, and based on , , The weighted sum judgment control mode with the corresponding weights, where, , , They are PID controllers (Proportion Integration Differentiation, proportional-integral-differential controller).
上述实施例,依据光伏电池在不同工作区输出特性的特点,设计线性加权补偿器,对光伏电池的非线性输出进行自适应补偿,使得光伏电池在受到扰动(例如光照变化)或在工作模式切换时保证光伏电池的动态性能和稳定性,进而可适应于最大功率跟踪控制模式下不同扰动出现时的闭环控制。In the above embodiment, according to the characteristics of the output characteristics of photovoltaic cells in different working areas, a linear weighted compensator is designed to adaptively compensate the nonlinear output of photovoltaic cells, so that the photovoltaic cells are disturbed (such as light changes) or in the working mode switching The dynamic performance and stability of photovoltaic cells can be guaranteed at the same time, and then it can be adapted to the closed-loop control when different disturbances appear in the maximum power tracking control mode.
下面以上述无线供能系统的一个具体应用进行说明:A specific application of the above-mentioned wireless energy supply system is described below:
由于单个的光伏电池输出电压和电流较小,在实际应用中,通常将光伏电池单元以串联和并联的方式进行组合,以增加光伏系统输出电压和电流的能力。本发明的一个具体验证案例,选用四组光伏电池组件进行串联,如图9所示。每组光伏电池组件的参数( V oc、 I sc、 V mpp、 I mpp)如表1所示。基于交错并联Boost变换器搭建激光无线供能系统电路模型,对闭环控制算法和最大功率跟踪算法的有效性进行实验验证,其中,Boost变换器是DC-DC变换器中的一种,具体电路结构如图10所示。 Since the output voltage and current of a single photovoltaic cell are small, in practical applications, photovoltaic cell units are usually combined in series and parallel to increase the output voltage and current capabilities of the photovoltaic system. In a specific verification case of the present invention, four groups of photovoltaic battery modules are selected to be connected in series, as shown in FIG. 9 . The parameters ( V oc , I sc , V mpp , I mpp ) of each group of photovoltaic cell components are shown in Table 1. The circuit model of the laser wireless energy supply system is built based on the interleaved parallel Boost converter, and the effectiveness of the closed-loop control algorithm and the maximum power tracking algorithm are experimentally verified. Among them, the Boost converter is one of the DC-DC converters. The specific circuit structure As shown in Figure 10.
表1 MPPT算法仿真系统参数Table 1 MPPT algorithm simulation system parameters
通过仿真可知,当光伏电池阵列输出特性在单峰、两峰、三峰和四峰四种条件下,本发明所设计的最大功率跟踪算法的运行结果如图11所示。由图可知,本发明所设计的全局多峰最大功率跟踪算法可实现光伏电池在不同输出条件下的全局最大功率跟踪。It can be seen from the simulation that when the output characteristics of the photovoltaic cell array are under the four conditions of single peak, two peaks, three peaks and four peaks, the running result of the maximum power tracking algorithm designed by the present invention is shown in Figure 11 . It can be seen from the figure that the global multi-peak maximum power tracking algorithm designed in the present invention can realize the global maximum power tracking of photovoltaic cells under different output conditions.
为了验证激光无线供能系统在系统光照情况发生变化时的动态性能,以及闭环控制算法和最大功率跟踪算法在不同工作状态下切换时对系统稳定控制的有效性。在不同时刻动态改变光伏电池的输出特性,即光伏电池输出由单峰依次切换,直到四峰情况下,光伏阵列的输出功率、输出电压(也即DC-DC变换器的输入电压)和输出电流(也即DC-DC变换器的输入电流)的动态变化分别如图12(a)、图12(b)和图12(c)所示。由图可知,本发明所设计的闭环控制算法和全局多峰最大功率跟踪算法具有良好的控制性能,可以满足系统在大信号扰动下的稳定控制。In order to verify the dynamic performance of the laser wireless energy supply system when the system illumination changes, and the effectiveness of the closed-loop control algorithm and the maximum power tracking algorithm for system stability control when switching between different working states. Dynamically change the output characteristics of photovoltaic cells at different times, that is, the output of photovoltaic cells is sequentially switched from single-peak to four-peak, the output power, output voltage (that is, the input voltage of the DC-DC converter) and output current of the photovoltaic array (That is, the input current of the DC-DC converter) The dynamic changes are shown in Figure 12(a), Figure 12(b) and Figure 12(c) respectively. It can be seen from the figure that the closed-loop control algorithm and the global multi-peak maximum power tracking algorithm designed by the present invention have good control performance and can satisfy the stable control of the system under large signal disturbance.
图13示例了一种电子设备的实体结构示意图,如图13所示,该电子设备可以包括:处理器(processor)1310、通信接口(Communications Interface)1320、存储器(memory)1330和通信总线1340,其中,处理器1310,通信接口1320,存储器1330通过通信总线1340完成相互间的通信。处理器1310可以调用存储器1330中的逻辑指令,以执行闭环控制方法或最大功率跟踪方法,上述闭环控制方法包括:监测DC-DC变换器的实时输出电压、实时输出电流和储能电池的实时荷电状态;根据DC-DC变换器的实时输出电压、实时输出电流和储能电池的实时荷电状态所满足的状态条件,确定无线供能系统的工作模式。上述最大功率跟踪方法包括:监测所述DC-DC变换器的实时输出电压、实时输出电流和所述储能电池的实时荷电状态;当所述储能电池的实时荷电状态未处于满电状态,且所述DC-DC变换器的实时输出电流不高于所述储能电池的安全充电电流时,则确定所述无线供能系统的工作模式为最大功率跟踪模式;所述最大功率跟踪模式包括:调节所述DC-DC变换器的占空比,以使所述光伏阵列的输出功率变化,直至所述光伏阵列的输出功率达到当前环境状态下的最大输出功率。Figure 13 illustrates a schematic diagram of the physical structure of an electronic device, as shown in Figure 13, the electronic device may include: a processor (processor) 1310, a communication interface (Communications Interface) 1320, a memory (memory) 1330 and a
此外,上述的存储器1330中的逻辑指令可以通过软件功能单元的形式实现并作为独立的产品销售或使用时,可以存储在一个计算机可读取存储介质中。基于这样的理解,本发明的技术方案本质上或者说对现有技术做出贡献的部分或者该技术方案的部分可以以软件产品的形式体现出来,该计算机软件产品存储在一个存储介质中,包括若干指令用以使得一台计算机设备(可以是个人计算机,服务器,或者网络设备等)执行本发明各个实施例所述方法的全部或部分步骤。而前述的存储介质包括:U盘、移动硬盘、只读存储器(ROM,Read-Only Memory)、随机存取存储器(RAM,Random Access Memory)、磁碟或者光盘等各种可以存储程序代码的介质。In addition, the above-mentioned logic instructions in the
另一方面,本发明还提供一种计算机程序产品,所述计算机程序产品包括计算机程序,计算机程序可存储在非暂态计算机可读存储介质上,所述计算机程序被处理器执行时,计算机能够执行上述各方法所提供的闭环控制方法或最大功率跟踪方法,上述闭环控制方法包括:监测DC-DC变换器的实时输出电压、实时输出电流和储能电池的实时荷电状态;根据DC-DC变换器的实时输出电压、实时输出电流和储能电池的实时荷电状态所满足的状态条件,确定无线供能系统的工作模式。上述最大功率跟踪方法包括:监测所述DC-DC变换器的实时输出电压、实时输出电流和所述储能电池的实时荷电状态;当所述储能电池的实时荷电状态未处于满电状态,且所述DC-DC变换器的实时输出电流不高于所述储能电池的安全充电电流时,则确定所述无线供能系统的工作模式为最大功率跟踪模式;所述最大功率跟踪模式包括:调节所述DC-DC变换器的占空比,以使所述光伏阵列的输出功率变化,直至所述光伏阵列的输出功率达到当前环境状态下的最大输出功率。On the other hand, the present invention also provides a computer program product. The computer program product includes a computer program that can be stored on a non-transitory computer-readable storage medium. When the computer program is executed by a processor, the computer can Executing the closed-loop control method or maximum power tracking method provided by the above-mentioned methods, the above-mentioned closed-loop control method includes: monitoring the real-time output voltage of the DC-DC converter, the real-time output current and the real-time state of charge of the energy storage battery; according to the DC-DC The state conditions satisfied by the real-time output voltage, real-time output current of the converter and the real-time charge state of the energy storage battery determine the working mode of the wireless energy supply system. The above maximum power tracking method includes: monitoring the real-time output voltage and real-time output current of the DC-DC converter and the real-time state of charge of the energy storage battery; when the real-time state of charge of the energy storage battery is not fully charged state, and the real-time output current of the DC-DC converter is not higher than the safe charging current of the energy storage battery, it is determined that the working mode of the wireless energy supply system is the maximum power tracking mode; the maximum power tracking The mode includes: adjusting the duty ratio of the DC-DC converter to change the output power of the photovoltaic array until the output power of the photovoltaic array reaches the maximum output power under the current environment state.
又一方面,本发明还提供一种非暂态计算机可读存储介质,其上存储有计算机程序,该计算机程序被处理器执行时实现以执行上述各方法提供的闭环控制方法或最大功率跟踪方法,上述闭环控制方法包括:监测DC-DC变换器的实时输出电压、实时输出电流和储能电池的实时荷电状态;根据DC-DC变换器的实时输出电压、实时输出电流和储能电池的实时荷电状态所满足的状态条件,确定无线供能系统的工作模式。上述最大功率跟踪方法包括:监测所述DC-DC变换器的实时输出电压、实时输出电流和所述储能电池的实时荷电状态;当所述储能电池的实时荷电状态未处于满电状态,且所述DC-DC变换器的实时输出电流不高于所述储能电池的安全充电电流时,则确定所述无线供能系统的工作模式为最大功率跟踪模式;所述最大功率跟踪模式包括:调节所述DC-DC变换器的占空比,以使所述光伏阵列的输出功率变化,直至所述光伏阵列的输出功率达到当前环境状态下的最大输出功率。In yet another aspect, the present invention also provides a non-transitory computer-readable storage medium, on which a computer program is stored, and when the computer program is executed by a processor, it is implemented to execute the closed-loop control method or the maximum power tracking method provided by the above-mentioned methods , the above-mentioned closed-loop control method includes: monitoring the real-time output voltage of the DC-DC converter, the real-time output current and the real-time state of charge of the energy storage battery; The state conditions satisfied by the real-time state of charge determine the working mode of the wireless energy supply system. The above maximum power tracking method includes: monitoring the real-time output voltage and real-time output current of the DC-DC converter and the real-time state of charge of the energy storage battery; when the real-time state of charge of the energy storage battery is not fully charged state, and the real-time output current of the DC-DC converter is not higher than the safe charging current of the energy storage battery, it is determined that the working mode of the wireless energy supply system is the maximum power tracking mode; the maximum power tracking The mode includes: adjusting the duty ratio of the DC-DC converter to change the output power of the photovoltaic array until the output power of the photovoltaic array reaches the maximum output power under the current environment state.
以上所描述的系统实施例仅仅是示意性的,其中所述作为分离部件说明的单元可以是或者也可以不是物理上分开的,作为单元显示的部件可以是或者也可以不是物理单元,即可以位于一个地方,或者也可以分布到多个网络单元上。可以根据实际的需要选择其中的部分或者全部模块来实现本实施例方案的目的。本领域普通技术人员在不付出创造性的劳动的情况下,即可以理解并实施。The system embodiments described above are only illustrative, and the units described as separate components may or may not be physically separated, and the components shown as units may or may not be physical units, that is, they may be located in One place, or it can be distributed to multiple network elements. Part or all of the modules can be selected according to actual needs to achieve the purpose of the solution of this embodiment. It can be understood and implemented by those skilled in the art without any creative efforts.
通过以上的实施方式的描述,本领域的技术人员可以清楚地了解到各实施方式可借助软件加必需的通用硬件平台的方式来实现,当然也可以通过硬件。基于这样的理解,上述技术方案本质上或者说对现有技术做出贡献的部分可以以软件产品的形式体现出来,该计算机软件产品可以存储在计算机可读存储介质中,如ROM/RAM、磁碟、光盘等,包括若干指令用以使得一台计算机设备(可以是个人计算机,服务器,或者网络设备等)执行各个实施例或者实施例的某些部分所述的方法。Through the above description of the implementations, those skilled in the art can clearly understand that each implementation can be implemented by means of software plus a necessary general hardware platform, and of course also by hardware. Based on this understanding, the essence of the above technical solution or the part that contributes to the prior art can be embodied in the form of software products, and the computer software products can be stored in computer-readable storage media, such as ROM/RAM, magnetic CD, CD, etc., including several instructions to make a computer device (which may be a personal computer, server, or network device, etc.) execute the methods described in various embodiments or some parts of the embodiments.
最后应说明的是:以上实施例仅用以说明本发明的技术方案,而非对其限制;尽管参照前述实施例对本发明进行了详细的说明,本领域的普通技术人员应当理解:其依然可以对前述各实施例所记载的技术方案进行修改,或者对其中部分技术特征进行等同替换;而这些修改或者替换,并不使相应技术方案的本质脱离本发明各实施例技术方案的精神和范围。Finally, it should be noted that: the above embodiments are only used to illustrate the technical solutions of the present invention, rather than to limit them; although the present invention has been described in detail with reference to the foregoing embodiments, those of ordinary skill in the art should understand that: it can still be Modifications are made to the technical solutions described in the foregoing embodiments, or equivalent replacements are made to some of the technical features; and these modifications or replacements do not make the essence of the corresponding technical solutions deviate from the spirit and scope of the technical solutions of the various embodiments of the present invention.
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CN116974326A (en) * | 2023-09-22 | 2023-10-31 | 山东理工大学 | Maximum power point compensation coordination control system and method for photovoltaic array panel |
CN116974326B (en) * | 2023-09-22 | 2023-12-01 | 山东理工大学 | A photovoltaic array panel maximum power point compensation coordination control system and method |
CN117937786A (en) * | 2024-01-26 | 2024-04-26 | 中国人民解放军陆军装甲兵学院 | Multi-mode control method for wireless power transmission system of unmanned ground vehicle |
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