CN112018751A - Hybrid energy storage system composite control method based on variable filtering time constant - Google Patents
Hybrid energy storage system composite control method based on variable filtering time constant Download PDFInfo
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- H02J—CIRCUIT ARRANGEMENTS OR SYSTEMS FOR SUPPLYING OR DISTRIBUTING ELECTRIC POWER; SYSTEMS FOR STORING ELECTRIC ENERGY
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- H—ELECTRICITY
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- H02J3/00—Circuit arrangements for AC mains or AC distribution networks
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- H02J3/30—Arrangements for balancing of the load in a network by storage of energy using dynamo-electric machines coupled to flywheels
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- H02—GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
- H02J—CIRCUIT ARRANGEMENTS OR SYSTEMS FOR SUPPLYING OR DISTRIBUTING ELECTRIC POWER; SYSTEMS FOR STORING ELECTRIC ENERGY
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- H02J7/00—Circuit arrangements for charging or depolarising batteries or for supplying loads from batteries
- H02J7/0029—Circuit arrangements for charging or depolarising batteries or for supplying loads from batteries with safety or protection devices or circuits
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- Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
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- Y02E60/00—Enabling technologies; Technologies with a potential or indirect contribution to GHG emissions mitigation
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Abstract
本发明公开了一种基于可变滤波时间常数的混合储能系统复合控制方法,包括以下步骤(1)监视控制系统通过数据采集模块监测能量储能系统各电池组的荷电状态,从而获得整个能量储能系统的荷电状态;(2)根据能量储能系统的荷电状态,采用可变滤波时间常数控制方法,引入可变因子γ调整电池储能系统滤波时间常数计算周期Td,以对滤波时间常数进行二次修正,控制能量储能系统的出力。本发明能够防止电池储能系统过充过放,保证其安全运行,提高电池寿命。
The invention discloses a composite control method for a hybrid energy storage system based on a variable filter time constant, comprising the following steps: (1) a monitoring and control system monitors the state of charge of each battery pack of an energy storage system through a data acquisition module, so as to obtain the overall (2) According to the state of charge of the energy storage system, a variable filter time constant control method is adopted, and a variable factor γ is introduced to adjust the filter time constant calculation period T d of the battery energy storage system to obtain The filter time constant is corrected twice to control the output of the energy storage system. The invention can prevent the battery energy storage system from being overcharged and overdischarged, ensure its safe operation, and improve the battery life.
Description
技术领域technical field
本发明涉及一种混合储能系统控制方法,尤其涉及一种基于可变滤波时间常数的混合储能系统复合控制方法。The invention relates to a control method for a hybrid energy storage system, in particular to a composite control method for a hybrid energy storage system based on a variable filtering time constant.
背景技术Background technique
近年来,随着能源危机和环境污染的不断恶化,各国政府纷纷出台相关政策进行能源结构优化,这推动了风能和太阳能等新能源的研究利用。然而光伏发电与风力发电等分布式发电技术存在波动性,其受环境和季节性影响较大,发电过程具有间歇性和不可控性,并入电网会影响电网的正常运行,为了发挥分布式发电优势,需配置合理的储能构建新能源供电系统,促进了可再生能源就地消纳,具有很好的发展前景和运用价值。In recent years, with the continuous deterioration of the energy crisis and environmental pollution, governments around the world have issued relevant policies to optimize the energy structure, which has promoted the research and utilization of new energy sources such as wind energy and solar energy. However, distributed power generation technologies such as photovoltaic power generation and wind power generation have fluctuations, which are greatly affected by the environment and seasonality. The power generation process is intermittent and uncontrollable. Incorporation into the power grid will affect the normal operation of the power grid. Due to its advantages, it is necessary to configure a reasonable energy storage to build a new energy power supply system, which promotes the local consumption of renewable energy, and has good development prospects and application value.
发明内容SUMMARY OF THE INVENTION
发明目的:针对以上问题,本发明提出一种基于可变滤波时间常数的混合储能系统复合控制方法,能够防止电池储能系统过充过放,保证其安全运行,提高电池寿命。Purpose of the invention: In view of the above problems, the present invention proposes a composite control method for a hybrid energy storage system based on a variable filter time constant, which can prevent the battery energy storage system from being overcharged and overdischarged, ensure its safe operation, and improve battery life.
技术方案:本发明所采用的技术方案是一种基于可变滤波时间常数的混合储能系统复合控制方法,应用于包括功率型储能和能量型储能的混合储能系统中,包括以下步骤:Technical solution: The technical solution adopted in the present invention is a composite control method for a hybrid energy storage system based on a variable filter time constant, which is applied to a hybrid energy storage system including power-type energy storage and energy-type energy storage, including the following steps :
(1)监视控制系统通过数据采集模块监测能量型储能系统中各电池的荷电状态,从而获得整个能量型储能系统的荷电状态;(1) The monitoring and control system monitors the state of charge of each battery in the energy-based energy storage system through the data acquisition module, so as to obtain the state of charge of the entire energy-based energy storage system;
(2)根据能量型储能系统的荷电状态,采用可变滤波时间常数控制方法,引入可变因子γ调整能量储能系统滤波时间常数,以对滤波时间常数进行二次修正,控制能量储能系统的出力。(2) According to the state of charge of the energy-based energy storage system, the variable filter time constant control method is adopted, and a variable factor γ is introduced to adjust the filter time constant of the energy storage system, so as to perform a secondary correction on the filter time constant and control the energy storage system. The output of the energy system.
其中,所述可变滤波时间常数控制方法包括以下过程:Wherein, the variable filter time constant control method includes the following processes:
(21)根据所述能量储能系统的荷电状态,选择以下控制条件:(21) According to the state of charge of the energy storage system, select the following control conditions:
当时,能量型储能系统仅放电;when When the energy storage system only discharges;
当时,能量型储能系统仅充电;when When the energy-based energy storage system only charges;
当时,对能量型储能系统以初始滤波时间常数进行定时间常数控制;when When , the energy-based energy storage system is controlled by a fixed time constant with the initial filter time constant;
当则判断能量型储能系统的输出功率Pbat是否大于0,若大于0,则T=T+γΔT;若小于0,则T=T-γΔT;当则判断能量型储能系统的输出功率Pbat是否大于0,若大于0,则T=T-γΔT;若小于0,则T=T+γΔT;when Then judge whether the output power P bat of the energy-based energy storage system is greater than 0. If it is greater than 0, then T=T+γΔT; if it is less than 0, then T=T-γΔT; when Then judge whether the output power P bat of the energy storage system is greater than 0, if it is greater than 0, then T=T-γΔT; if it is less than 0, then T=T+γΔT;
其中,SOCbat为能量储能系统的荷电状态,和分别为能量型储能系统正常工作时的荷电状态上下限值;和分别为能量型储能系统的最大限制充电与最小限制放电,T为滤波时间常数,γ为可变因子,ΔT为滤波时间常数修正量,ΔT=CTd,C为时间常数变化率,Td为滤波时间常数计算周期。Among them, SOC bat is the state of charge of the energy storage system, and are the upper and lower limits of the state of charge when the energy-based energy storage system is working normally; and are the maximum limit charge and minimum limit discharge of the energy-based energy storage system, T is the filter time constant, γ is the variable factor, ΔT is the filter time constant correction, ΔT=CT d , C is the time constant change rate, T d Calculate the period for the filter time constant.
所述可变因子γ取值如下:The value of the variable factor γ is as follows:
当时,调整系数γ=1;when When , the adjustment coefficient γ=1;
当可变因子取值 when Variable factor value
当可变因子取值 when Variable factor value
(22)计算当前时刻功率型储能系统的发电功率经过滤波后的参考值Pfw_ref(t)。(22) Calculate the filtered reference value P fw_ref (t) of the generated power of the power-type energy storage system at the current moment.
所述当前时刻功率型储能系统的发电功率经过滤波后的参考值Pfw_ref(t)的计算式为:The calculation formula of the filtered reference value P fw_ref (t) of the generated power of the power-type energy storage system at the current moment is:
其中,t代表时刻,Pfw为功率型储能系统的输出功率。Among them, t represents the time, and P fw is the output power of the power-type energy storage system.
(23)计算下一时刻能量型储能系统发电功率的参考值Pbat_ref(t+1),并将控制指令下达到能量型储能系统。(23) Calculate the reference value P bat_ref (t+1) of the generated power of the energy-based energy storage system at the next moment, and issue the control command to the energy-based energy storage system.
下一时刻能量型储能系统发电功率的参考值Pbat_ref(t+1)的计算式为:The calculation formula of the reference value P bat_ref (t+1) of the generated power of the energy-based energy storage system at the next moment is:
Pbat_ref(t+1)=Pfw_ref(t)-Pfw(t)P bat_ref (t+1)=P fw_ref (t)-P fw (t)
其中,t代表时刻,Pfw为功率型储能系统的输出功率。Among them, t represents the time, and P fw is the output power of the power-type energy storage system.
有益效果:相比于现有技术,混合储能将功率型储能(飞轮)、能量型储能(锂电池)结合使用,作为平抑新能源波动的缓冲环节,结合两者的互补特性保证电网的功率、能量需求。飞轮提供大功率瞬时、频繁的充放电能力,但由于其能量密度低,不适合存储大量的能量,所以需要锂电池满足能量存储需求。两种储能的混合使用既可以平滑新能源的供电功率波动,又可以改善新能源的电能质量。本发明针对混合储能系统功率分配问题,将可变因子γ与滤波时间常数计算周期Td相结合,同时考虑电池荷电状态,对混合储能系统出力进行实时调整,以防电池储能系统过充过放,保证其安全运行,提高电池寿命。同时,混合储能的投入使用提高了新能源的回收利用率。Beneficial effect: Compared with the existing technology, the hybrid energy storage combines power-type energy storage (flywheel) and energy-type energy storage (lithium battery) as a buffer link to stabilize the fluctuation of new energy, and combines the complementary characteristics of the two to ensure the power grid. power and energy requirements. The flywheel provides high-power instantaneous and frequent charging and discharging capabilities, but due to its low energy density, it is not suitable for storing a large amount of energy, so lithium batteries are required to meet the energy storage requirements. The mixed use of the two kinds of energy storage can not only smooth the fluctuation of the power supply of the new energy, but also improve the power quality of the new energy. Aiming at the power distribution problem of the hybrid energy storage system, the present invention combines the variable factor γ with the filter time constant calculation period T d , and simultaneously considers the battery state of charge, and adjusts the output of the hybrid energy storage system in real time to prevent the battery energy storage system Overcharge and overdischarge to ensure safe operation and improve battery life. At the same time, the use of hybrid energy storage has improved the recycling rate of new energy.
附图说明Description of drawings
图1是混合储能系统结构图;Figure 1 is a structural diagram of a hybrid energy storage system;
图2是荷电状态极限分类示意图;Figure 2 is a schematic diagram of the state of charge limit classification;
图3是本发明所述的可变滤波时间常数控制框图;Fig. 3 is the variable filter time constant control block diagram of the present invention;
图4是本发明所述的滤波时间常数调整模块结构图;Fig. 4 is the filter time constant adjustment module structure diagram of the present invention;
图5是本发明所述的调整系数γ的取值规则图。FIG. 5 is a value rule diagram of the adjustment coefficient γ according to the present invention.
具体实施方式Detailed ways
下面结合附图和实施例对本发明的技术方案作进一步的说明。The technical solutions of the present invention will be further described below with reference to the accompanying drawings and embodiments.
本发明所述的基于可变滤波时间常数的混合储能系统复合控制方法应用于如图1所示的混合储能系统中。该混合储能系统包括分别接入牵引网的功率型储能(飞轮)和能量型储能(锂电池),监控系统与二者的入网侧相连。本发明首先根据监控系统监控牵引网负荷波动情况(即负荷波动功率ΔP的变化),同时考虑飞轮储能不需要考虑过充过放的优点,将电池荷电状态与低通滤波方法中的滤波时间常数T相结合,对混合储能系统分配功率,进而补偿负荷波动功率ΔP。在此基础上,对电池荷电状态引入可变因子γ,对滤波时间常数T进行二次修正,进而确定飞轮储能系统与电池储能系统的出力情况,以防电池储能系统过充过放,保证其安全运行。本发明将可变因子γ引入滤波时间常数,结合电池荷电状态,对混合储能系统出力进行调整,为混合储能能量管理提供有效参考。The composite control method of the hybrid energy storage system based on the variable filter time constant of the present invention is applied to the hybrid energy storage system as shown in FIG. 1 . The hybrid energy storage system includes power-type energy storage (flywheel) and energy-type energy storage (lithium battery) respectively connected to the traction grid, and the monitoring system is connected to the grid access side of the two. The present invention firstly monitors the load fluctuation of the traction network (that is, the change of the load fluctuation power ΔP) according to the monitoring system, and at the same time considers the advantages of the flywheel energy storage without considering the advantages of overcharge and overdischarge. The time constant T is combined to allocate power to the hybrid energy storage system, thereby compensating for the load fluctuation power ΔP. On this basis, a variable factor γ is introduced into the state of charge of the battery, and the filter time constant T is corrected twice to determine the output of the flywheel energy storage system and the battery energy storage system to prevent the battery energy storage system from being overcharged and overcharged. to ensure its safe operation. The invention introduces the variable factor γ into the filter time constant, and adjusts the output of the hybrid energy storage system in combination with the state of charge of the battery, so as to provide an effective reference for the energy management of the hybrid energy storage.
本发明所述的基于可变滤波时间常数的混合储能系统复合控制方法,包括以下步骤:The composite control method of the hybrid energy storage system based on the variable filter time constant of the present invention comprises the following steps:
(1)监视控制系统通过数据采集模块监测电池储能系统各个锂电池的荷电状态(State Of Charge,SOC),由此获得整个能量型储能系统的荷电状态。(1) The monitoring and control system monitors the state of charge (State Of Charge, SOC) of each lithium battery of the battery energy storage system through the data acquisition module, thereby obtaining the state of charge of the entire energy storage system.
(2)考虑电池荷电状态,将可变滤波时间常数与混合储能系统功率分配相结合,引入可变因子γ,对滤波时间常数T进行二次修正,以保证电池使用寿命。(2) Considering the battery state of charge, the variable filter time constant is combined with the power distribution of the hybrid energy storage system, a variable factor γ is introduced, and the filter time constant T is corrected twice to ensure the battery life.
混合储能系统结构如图1所示。其中,Pbat为锂电池输出功率;Pfw为飞轮储能输出功率;Pbat_ref为锂电池输出功率参考值;ΔP为母线向牵引网输出功率,若为正,则表示向牵引网供电,若为负,则表示牵引网为储能元件供电。The structure of the hybrid energy storage system is shown in Figure 1. Among them, P bat is the output power of the lithium battery; P fw is the output power of the flywheel energy storage; P bat_ref is the reference value of the output power of the lithium battery; ΔP is the output power of the busbar to the traction network. If it is negative, it means that the traction network supplies power to the energy storage element.
由能量守恒关系可知:According to the energy conservation relationship:
Pbat+Pfw=ΔP (1)P bat +P fw =ΔP (1)
波动的Pfw通过低通滤波器获得功率参考值Pfw_ref,Pfw_ref-Pfw=Pbat_ref。当Pbat_ref>0时,电池放电;当Pbat_ref<0时,电池充电。The fluctuating P fw is passed through a low-pass filter to obtain the power reference value P fw_ref , P fw_ref −P fw =P bat_ref . When P bat_ref > 0, the battery is discharged; when P bat_ref < 0, the battery is charged.
其中,低通滤波函数为:Among them, the low-pass filter function is:
锂电池荷电状态如图2所示。其中,和分别为锂电池正常工作时的荷电状态上下限值;和分别为锂电池的最大限制充电与最小限制放电,当时,锂电池只能充电,当时,锂电池只能放电。The state of charge of the lithium battery is shown in Figure 2. in, and are the upper and lower limits of the state of charge when the lithium battery is working normally; and Respectively, the maximum limit charge and minimum limit discharge of the lithium battery, when , the lithium battery can only be charged when , the lithium battery can only discharge.
可变滤波时间常数控制框图如图3所示。The control block diagram of the variable filter time constant is shown in Figure 3.
由图可得:It can be obtained from the figure:
将上式中的s用d/dt表示,差分后可得:The s in the above formula is represented by d/dt, and the difference can be obtained:
Pbat_ref(t)=Pfw_ref(t)-Pfw(t) (6)P bat_ref (t)=P fw_ref (t)-P fw (t) (6)
其中,Td为计算周期。Among them, T d is the calculation period.
滤波时间常数调整方法如图4所示。其中,T(t)和T(t+1)分别为t时刻与t+1时刻的滤波时间常数;Tmax和Tmin分别为滤波时间常数上下限值;C为时间常数变化率;ΔT为滤波时间常数修正量,ΔT=CTd。The filter time constant adjustment method is shown in Figure 4. Among them, T(t) and T(t+1) are the filter time constants at time t and
本方案的出力控制如下:The output control of this scheme is as follows:
①当时,锂电池只能放电。①When , the lithium battery can only discharge.
②当时,锂电池只能充电。②When , the lithium battery can only be charged.
③当时,电池以初始滤波时间常数进行定时间常数控制。③When When , the battery performs constant time constant control with the initial filter time constant.
④当则判断Pbat是否大于0,若大于0,则T=T+γΔT;若小于0,则T=T-γΔT。当则判断Pbat是否大于0,若大于0,则T=T-γΔT;若小于0,则T=T+γΔT。④When Then judge whether P bat is greater than 0. If it is greater than 0, then T=T+γΔT; if it is less than 0, then T=T-γΔT. when Then judge whether P bat is greater than 0. If it is greater than 0, then T=T-γΔT; if it is less than 0, then T=T+γΔT.
其中,γ为滤波时间常数计算周期Td的调整系数。Among them, γ is the adjustment coefficient of the filter time constant calculation period T d .
⑤由式(5)计算当前时刻飞轮发电功率经过滤波后的参考值Pfw_ref(t)。⑤ Calculate the filtered reference value P fw_ref (t) of the power generated by the flywheel at the current moment by formula (5).
⑥由式(6)计算下一时刻电池发电功率的参考值Pbat_ref(t+1),并将控制指令下达到锂电池储能系统,返回步骤①。⑥ Calculate the reference value P bat_ref (t+1) of the battery power generation power at the next moment by formula (6), and send the control command to the lithium battery energy storage system, and return to
其中,步骤④引入可变因子γ来调整电池储能系统荷电状态,以对滤波时间常数进行二次修正,进而确定飞轮储能与电池系统的出力关系,对混合储能系统出力进行调整,为混合储能能量管理提供有效参考。Among them, in step 4, a variable factor γ is introduced to adjust the state of charge of the battery energy storage system, so as to perform a secondary correction on the filtering time constant, and then determine the output relationship between the flywheel energy storage and the battery system, and adjust the output of the hybrid energy storage system. Provide an effective reference for hybrid energy storage energy management.
可变因子γ取值如图5所示。The value of the variable factor γ is shown in Figure 5.
当时,调整系数γ=1,即此时误差较小,不需要进行引入调整系数。when When , the adjustment coefficient γ=1, that is, the error is small at this time, and there is no need to introduce the adjustment coefficient.
当SOC状态较高时此时该时间段内锂电池的调整系数只能取 When the SOC state is high At this time, the adjustment factor of the lithium battery in this time period can only be taken as
当SOC状态较低时此时该时间段内蓄电池的调整系数只能取 When the SOC state is low At this time, the adjustment coefficient of the battery in this time period can only be taken as
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CN119994971A (en) * | 2025-04-15 | 2025-05-13 | 中国电建集团华东勘测设计研究院有限公司 | Output power allocation method of hybrid energy storage system based on edge charge control coefficient |
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