CN109066814B - Control method and system for secondary frequency modulation of thermal power unit assisted by energy storage device - Google Patents
Control method and system for secondary frequency modulation of thermal power unit assisted by energy storage device Download PDFInfo
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Abstract
本发明公开了一种利用储能装置辅助火电机组二次调频的控制方法及系统。本发明采用的控制系统包括基于储能装置荷电状态的功率控制模块和基于史密斯预估器的时滞补偿模块。控制系统接受来自电网的二次调频指令、火电机组有功功率反馈、储能装置荷电状态与输出有功功率反馈;根据反馈数据,控制系统采用基于储能装置荷电状态方法确定储能装置需要输出的有功功率;采用史密斯预估器对辅助调频系统中存在时滞进行补偿后,控制系统得到指令功率,指令通过通讯设备发送给储能装置,利用储能装置快速响应特性对火电机组发电功率进行补偿;辅助调频系统包括控制系统与储能装置。本发明可以改善火电机组参与电力系统调频的动态性能,获取更高的调频收益。
The invention discloses a control method and a system for using an energy storage device to assist the secondary frequency regulation of a thermal power unit. The control system adopted in the present invention includes a power control module based on the state of charge of the energy storage device and a time delay compensation module based on the Smith predictor. The control system accepts the secondary frequency modulation command from the power grid, the active power feedback of the thermal power unit, the state of charge of the energy storage device and the feedback of the output active power; according to the feedback data, the control system adopts the method based on the state of charge of the energy storage device to determine the output required by the energy storage device After using the Smith predictor to compensate for the time delay in the auxiliary frequency modulation system, the control system obtains the command power, and the command is sent to the energy storage device through the communication equipment, and the thermal power generation power of the thermal power unit is calculated by the fast response characteristics of the energy storage device. Compensation; auxiliary frequency regulation system includes control system and energy storage device. The invention can improve the dynamic performance of the thermal power unit participating in the frequency regulation of the power system, and obtain higher frequency regulation benefits.
Description
技术领域technical field
本发明属于储能控制领域,涉及储能装置的控制,尤其是一种储能装置辅助火电机组二次调频的控制方法及系统。The invention belongs to the field of energy storage control, and relates to the control of an energy storage device, in particular to a control method and a system for the secondary frequency modulation of an energy storage device to assist a thermal power unit.
背景技术Background technique
近年来,可再生能源大规模接入电网,电网中的不确定性日益增加,对电力系统调频提出了更高的要求。传统火电机组调频能力较弱,其爬坡率一般仅为2%机组额定容量/分钟,同时,频繁快速调节会增加火电机组磨损与发电煤耗,危及机组自身及电网安全。In recent years, with the large-scale connection of renewable energy to the power grid, the uncertainty in the power grid is increasing, which puts forward higher requirements for frequency regulation of the power system. The frequency regulation capability of traditional thermal power units is weak, and the ramp rate is generally only 2% of the rated capacity of the unit per minute. At the same time, frequent and rapid adjustment will increase the wear and coal consumption of thermal power units, and endanger the safety of the unit itself and the power grid.
相比火电机组,储能装置具有毫秒级满功率输出的能力,响应速度快,因而可以作为辅助元件,提高火电机组参与电网二次调频的能力,同时获取更高的调频收益。储能装置辅助火电机组参与电网二次调频在近年来得到了广泛关注,也有不少工程项目落地实施。Compared with thermal power units, energy storage devices have the capability of millisecond-level full power output and fast response speed, so they can be used as auxiliary components to improve the ability of thermal power units to participate in secondary frequency regulation of the power grid, and at the same time obtain higher frequency regulation benefits. In recent years, energy storage devices assist thermal power units to participate in the secondary frequency regulation of the power grid, and many projects have been implemented.
储能辅助调频系统需要着重考虑两个问题:1)需将储能装置荷电状态保持在一个合理的范围内,避免储能深充深放;2)储能装置辅助调频系统存在诸多包含时滞的环节,如信号测量、控制执行、数据传输等,这些环节中的时滞累加起来,将会对辅助调频系统的性能产生重要的影响。因此,需要设计控制策略,降低时滞对系统性能的影响。The energy storage auxiliary frequency regulation system needs to focus on two issues: 1) It is necessary to keep the state of charge of the energy storage device within a reasonable range to avoid deep charging and deep discharging of the energy storage device; 2) When the auxiliary frequency regulation system of the energy storage device contains many components Delay links, such as signal measurement, control execution, data transmission, etc., the accumulation of time delays in these links will have an important impact on the performance of the auxiliary frequency modulation system. Therefore, it is necessary to design a control strategy to reduce the impact of time delay on system performance.
发明内容SUMMARY OF THE INVENTION
为提高现有储能装置辅助火电机组二次调频的性能,本发明提供一种储能装置辅助火电机组二次调频的控制方法及系统,以降低时滞对系统性能的影响,改善辅助调频系统的动态性能,获取更高的调频收益。In order to improve the performance of the secondary frequency regulation of the existing energy storage device auxiliary thermal power unit, the present invention provides a control method and system for the secondary frequency regulation of the energy storage device auxiliary thermal power unit, so as to reduce the influence of time delay on the system performance and improve the auxiliary frequency regulation system dynamic performance, and obtain higher FM income.
为此,本发明采用如下的技术方案:储能装置辅助火电机组二次调频的控制方法及系统,所述的控制系统包括基于储能装置荷电状态的功率控制模块和基于史密斯预估器的时滞补偿模块,所述的控制方法包括如下步骤:For this reason, the present invention adopts the following technical scheme: a control method and system for secondary frequency regulation of an auxiliary thermal power unit by an energy storage device, and the control system includes a power control module based on the state of charge of the energy storage device and a Smith predictor-based power control module. Time delay compensation module, the control method includes the following steps:
1)所述的控制系统通过数据采集装置接受来自电网的AGC二次调频指令、火电机组输出有功功率反馈、储能装置荷电状态与输出有功功率反馈,分别记为PAGC,PGEN,SOC,PESS;根据反馈数据,控制系统采用基于储能装置荷电状态的方法确定储能需要输出的有功功率Pcmd,0;1) The described control system accepts the AGC secondary frequency modulation command from the power grid through the data acquisition device, the output active power feedback of the thermal power unit, the state of charge of the energy storage device and the output active power feedback, respectively denoted as P AGC , P GEN , SOC , P ESS ; according to the feedback data, the control system adopts the method based on the state of charge of the energy storage device to determine the active power P cmd,0 that the energy storage needs to output;
2)采用史密斯预估器对辅助调频系统时滞进行补偿,控制系统得到指令功率Pcmd,并通过数据传输装置发送给储能装置,由储能装置输出指令功率;2) Using Smith predictor to compensate the time delay of the auxiliary frequency modulation system, the control system obtains the command power P cmd , and sends it to the energy storage device through the data transmission device, and the energy storage device outputs the command power;
所述的辅助调频系统包括控制系统与储能装置。The auxiliary frequency regulation system includes a control system and an energy storage device.
作为上述技术方案的补充,所述步骤1)中,采用基于储能装置荷电状态的方法确定储能装置需要输出的有功功率Pcmd,0的过程如下:首先,获得其中间功率:As a supplement to the above technical solution, in the step 1), the process of determining the active power P cmd,0 that the energy storage device needs to output by using a method based on the state of charge of the energy storage device is as follows: first, obtain its intermediate power:
Pcmd,1=PAGC-PGEN,P cmd,1 =P AGC -P GEN ,
然后,继续对Pcmd,1采用限幅运算,得到Pcmd,0,其限幅区间与储能装置荷电状态相关。Then, continue to use the limit operation on P cmd,1 to obtain P cmd,0 , the limit interval of which is related to the state of charge of the energy storage device.
作为上述技术方案的补充,将储能装置荷电状态分为三个区间,分别为低区间[SOClow1,SOCup1],中区间[SOClow2,SOCup2]与高区间[SOClow3,SOCup3],在低区间储能装置输出有功功率限幅区间为[-Pmax,Pmax/k1],在中区间储能装置输出有功功率限幅区间为[-Pmax,Pmax],在高区间储能装置输出有功功率限幅区间为[-Pmax/k2,Pmax];其中,SOClow1<SOCup1<SOClow2<SOCup2<SOClow3<SOCup3为判断荷电状态区间的参数,Pmax为储能最大充放电功率,k1为低区间充放电限幅控制系数,k2为高区间充放电限幅控制系数。As a supplement to the above technical solution, the state of charge of the energy storage device is divided into three intervals, namely a low interval [SOC low1 , SOC up1 ], a middle interval [SOC low2 , SOC up2 ] and a high interval [SOC low3 , SOC up3 ] ], the output active power limit interval of the energy storage device in the low interval is [-P max , P max /k 1 ], and the output active power limit interval of the energy storage device in the middle interval is [-P max , P max ], in the The output active power limit interval of the energy storage device in the high interval is [-P max /k 2 ,P max ]; among them, SOC low1 <SOC up1 <SOC low2 <SOC up2 <SOC low3 <SOC up3 is the interval for judging the state of charge parameters, P max is the maximum charge and discharge power of the energy storage, k 1 is the charge and discharge limit control coefficient in the low range, and k 2 is the charge and discharge limit control coefficient in the high range.
作为上述技术方案的补充,k1和k2根据辅助调频收益最大化目标,采用启发式算法优化计算获得。As a supplement to the above technical solutions, k 1 and k 2 are obtained by adopting heuristic algorithm optimization and calculation according to the objective of maximizing the benefit of auxiliary frequency modulation.
作为上述技术方案的补充,所述的控制系统在不同荷电状态区间切换时采用滞回控制方法。As a supplement to the above technical solution, the control system adopts a hysteresis control method when switching between different charge states.
作为上述技术方案的补充,所述的滞回控制方法为:As a supplement to the above technical solution, the hysteresis control method is:
控制系统默认SOC处于中区间,在辅助调频系统启动后,控制系统会以滞回的方式确定储能装置SOC所处区间,即当满足SOC处于中区间且SOC<SOCup1时从中区间切换到低区间,当满足SOC处于中区间且SOC>SOClow3时从中区间切换到高区间,当满足SOC处于低区间且SOC>SOClow2时从低区间切换到中区间,当满足SOC处于高区间且SOC<SOCup2时从高区间切换到中区间。The default SOC of the control system is in the middle range. After the auxiliary frequency modulation system is started, the control system will determine the range of the SOC of the energy storage device in a hysteretic manner, that is, when the SOC is in the middle range and SOC<SOC up1 , it will switch from the middle range to the low range. In the interval, when the SOC is in the middle interval and SOC>SOC low3 , it switches from the middle interval to the high interval. When the SOC is in the low interval and SOC>SOC low2 , it switches from the low interval to the middle interval. When the SOC is in the high interval and SOC< Switch from high range to middle range when SOC up2 .
作为上述技术方案的补充,采用史密斯预估器对辅助调频系统时滞进行补偿,得到对储能装置的功率指令Pcmd:As a supplement to the above technical solution, the Smith predictor is used to compensate the time delay of the auxiliary frequency modulation system, and the power command P cmd for the energy storage device is obtained:
其中,s为拉普拉斯算子,KP和KI为比例积分控制器的比例参数和积分参数,Pfeedback为含补偿功率反馈量,τ为辅助调频系统等效时滞,H(s)为辅助调频系统等效传递函数。Among them, s is the Laplacian operator, K P and K I are the proportional and integral parameters of the proportional-integral controller, P feedback is the power feedback with compensation, τ is the equivalent time delay of the auxiliary frequency modulation system, H(s ) is the equivalent transfer function of the auxiliary FM system.
本发明具有的有益效果是:通过将储能装置荷电状态分为三个区间,可以使得储能装置在不同区间执行不同的充放电限幅值,不仅可以使得储能装置荷电状态保持在合理范围,同时可通过优化k1和k2参数以获取最大的调频收益。本发明通过引入基于史密斯预估器的时滞补偿模块,可以改善辅助调频系统的动态性能,获取更高的调频收益。The present invention has the beneficial effects that: by dividing the state of charge of the energy storage device into three intervals, the energy storage device can perform different charging and discharging amplitude limiting values in different intervals, and not only can the state of charge of the energy storage device be kept within the Reasonable range, at the same time, the maximum frequency modulation benefit can be obtained by optimizing the k 1 and k 2 parameters. By introducing the time delay compensation module based on the Smith predictor, the invention can improve the dynamic performance of the auxiliary frequency modulation system and obtain higher frequency modulation income.
附图说明Description of drawings
图1为本发明实施例中辅助调频系统(包括储能装置和控制系统)的结构示意图;1 is a schematic structural diagram of an auxiliary frequency regulation system (including an energy storage device and a control system) in an embodiment of the present invention;
图2为本发明实施例中基于储能装置荷电状态的功率控制示意图;2 is a schematic diagram of power control based on the state of charge of an energy storage device in an embodiment of the present invention;
图3为本发明实施例中基于史密斯预估器的时滞补偿模块的原理示意图;3 is a schematic diagram of the principle of a time delay compensation module based on a Smith predictor in an embodiment of the present invention;
图4为本发明实施例中无储能装置辅助调频与有储能装置调频的火电机组二次调频仿真结果对比图(上图为无储能装置辅助调频的火电机组二次调频仿真结果图,虚线为AGC指令,实线为火电机组有功功率输出;下图为有储能装置调频的火电机组二次调频仿真结果图,虚线为AGC指令,实线为火电机组和储能装置联合有功功率输出);Fig. 4 is a comparison diagram of the simulation results of the secondary frequency modulation of the thermal power unit without the auxiliary frequency modulation of the energy storage device and the thermal power unit with the frequency modulation of the energy storage device in the embodiment of the present invention (the above figure is the simulation result of the secondary frequency modulation of the thermal power unit without the auxiliary frequency modulation of the energy storage device, The dotted line is the AGC command, the solid line is the active power output of the thermal power unit; the figure below is the simulation result of the secondary frequency modulation of the thermal power unit with frequency modulation of the energy storage device, the dotted line is the AGC command, and the solid line is the combined active power output of the thermal power unit and the energy storage device );
图5为本发明实施例中储能装置一天中SOC变化图。FIG. 5 is a graph of SOC changes of the energy storage device in one day in the embodiment of the present invention.
具体实施方式Detailed ways
下面将结合本发明实施例中的附图,对本实施例中的技术方案进行清楚、完整地描述,显然,所描述的实施例仅仅是对本发明一部分实例,而不是全部的实例。基于本发明中的实施例,本领域普通技术人员在没有付出创造性劳动前提下所获得的所有其他实施例,都属于本发明保护的范围。The technical solutions in this embodiment will be clearly and completely described below with reference to the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are only a part of examples of the present invention, rather than all examples. Based on the embodiments of the present invention, all other embodiments obtained by those of ordinary skill in the art without creative efforts shall fall within the protection scope of the present invention.
辅助调频系统完整结构如图1所示,包括储能装置和控制系统两部分。储能装置主要由储能电池和逆变器两部分组成。控制系统则包含基于储能装置荷电状态的功率控制模块和基于史密斯预估器的时滞补偿模块两部分,它接受来自电网的二次调频指令Pcmd,火电机组与储能装置的反馈PGEN,SOC,PESS。二次调频指令与火电机组输出有功功率之差即为储能装置需要输出的有功功率,记为Pcmd,1。The complete structure of the auxiliary frequency modulation system is shown in Figure 1, including the energy storage device and the control system. The energy storage device is mainly composed of an energy storage battery and an inverter. The control system includes two parts: the power control module based on the state of charge of the energy storage device and the time delay compensation module based on the Smith predictor . GEN , SOC, PESS . The difference between the secondary frequency modulation command and the output active power of the thermal power unit is the active power that the energy storage device needs to output, which is denoted as P cmd,1 .
Pcmd,1=PAGC-PGEN,P cmd,1 =P AGC -P GEN ,
在得到Pcmd,1后,需要根据储能装置荷电状态对其进行限幅操作。After obtaining P cmd,1 , it is necessary to limit the energy storage device according to the state of charge.
表1本发明附图中部分系统变量的符号定义与说明Table 1 Symbol definitions and descriptions of some system variables in the accompanying drawings of the present invention
基于储能装置荷电状态的功率控制如图2所示。储能装置荷电状态分为三个区间,分别为低区间[SOClow1,SOCup1],中区间[SOClow2,SOCup2]与高区间[SOClow3,SOCup3],在低区间储能装置输出有功功率限幅区间为[-Pmax,Pmax/k1],在中区间储能装置输出有功功率限幅区间为[-Pmax,Pmax],在高区间储能装置输出有功功率限幅区间为[-Pmax/k2,Pmax]。其中SOClow1<SOCup1<SOClow2<SOCup2<SOClow3<SOCup3,为判断荷电状态区间的参数,Pmax为储能装置最大充放电功率,k1为低区间充放电限幅控制系数,k2为高区间充放电限幅控制系数,k1和k2根据辅助调频收益最大化目标,采用启发式算法优化计算获得。The power control based on the state of charge of the energy storage device is shown in Figure 2. The state of charge of the energy storage device is divided into three intervals, namely the low interval [SOC low1 , SOC up1 ], the middle interval [SOC low2 , SOC up2 ] and the high interval [SOC low3 , SOC up3 ]. The output active power limit interval is [-P max , P max /k 1 ], in the middle interval the output active power limit interval of the energy storage device is [-P max , P max ], in the high interval the energy storage device outputs active power The clipping interval is [-P max /k 2 , P max ]. Among them, SOC low1 <SOC up1 <SOC low2 <SOC up2 <SOC low3 <SOC up3 , is a parameter for judging the state of charge interval, P max is the maximum charge and discharge power of the energy storage device, and k 1 is the low interval charge and discharge limit control coefficient , k 2 is the high-range charge-discharge limiting control coefficient, k 1 and k 2 are obtained by heuristic algorithm optimization according to the maximization goal of auxiliary frequency modulation revenue.
控制系统默认SOC处于中区间,在辅助调频系统启动后,控制系统会以滞回的方式确定储能装置SOC所处区间,即当满足SOC处于中区间且SOC<SOCup1时从中区间切换到低区间,当满足SOC处于中区间且SOC>SOClow3时从中区间切换到高区间,当满足SOC处于低区间且SOC>SOClow2时从低区间切换到中区间,当满足SOC处于高区间且SOC<SOCup2时从高区间切换到中区间。k1和k2为充放电限幅控制系数(大于等于1),其物理意义为当SOC处于低区间时,最大充电功率不变,减小其最大放电功率,使得储能装置具备辅助调频能力同时,能够将其SOC恢复到中区间;当SOC处于高区间时,最大放电功率不变,减小其最大充电功率,使得储能装置具备辅助调频能力同时,能够将其SOC恢复到中区间。The default SOC of the control system is in the middle range. After the auxiliary frequency modulation system is started, the control system will determine the range of the SOC of the energy storage device in a hysteretic manner, that is, when the SOC is in the middle range and SOC<SOC up1 , it will switch from the middle range to the low range. In the interval, when the SOC is in the middle interval and SOC>SOC low3 , switch from the middle interval to the high interval, when the SOC is in the low interval and SOC>SOC low2 , switch from the low interval to the middle interval, when the SOC is in the high interval and SOC< Switch from high range to middle range when SOC up2 . k 1 and k 2 are charge and discharge limit control coefficients (greater than or equal to 1), the physical meaning of which is that when the SOC is in the low range, the maximum charging power remains unchanged and the maximum discharge power is reduced, so that the energy storage device has the auxiliary frequency regulation capability At the same time, its SOC can be restored to the middle range; when the SOC is in the high range, the maximum discharge power remains unchanged, and its maximum charging power is reduced, so that the energy storage device has the auxiliary frequency regulation capability and can restore its SOC to the middle range.
在得到Pcmd,0后,采用史密斯预估器对辅助调频系统时滞进行补偿,以使得系统获得更好的动态性能,其结构如图3所示。指令Pcmd获得方式为:After getting P cmd,0 , the Smith predictor is used to compensate the time delay of the auxiliary frequency modulation system, so that the system can obtain better dynamic performance. Its structure is shown in Figure 3. The command P cmd is obtained in the following way:
其中,s为拉普拉斯算子,KP和KI为控制器的比例参数和积分参数,Pfeedback为含补偿功率反馈量,τ为辅助调频系统等效时滞,H(s)为辅助调频系统传递函数。Among them, s is the Laplacian operator, K P and K I are the proportional and integral parameters of the controller, P feedback is the power feedback with compensation, τ is the equivalent time delay of the auxiliary frequency modulation system, and H(s) is Auxiliary FM system transfer function.
以储能装置辅助一台装机容量300MW的火电机组二次调频为例,进行仿真验证,储能配置为9MW/4.5MWh。仿真所需的其他参数列于表2。Taking the secondary frequency regulation of a thermal power unit with an installed capacity of 300MW as an example, the energy storage device is simulated and verified, and the energy storage configuration is 9MW/4.5MWh. Other parameters required for the simulation are listed in Table 2.
表2本发明仿真所需参数的取值Table 2 Values of parameters required for simulation of the present invention
图4为无储能装置辅助调频与有储能装置辅助调频的火电机组二次调频仿真结果对比图,其中上图中虚线为AGC指令,实线为火电机组有功功率输出;下图中虚线为AGC指令,实线为火电机组和储能装置联合有功功率输出。可以清晰地看到,采用本发明所提出的储能装置辅助火电机组二次调频控制方法后,火电机组-储能装置的联合响应速度、稳态精度和响应时间相比于单纯火电机组均有了明显的改善。图5给出了储能装置一天中SOC变化,可以看到SOC能处于一个合理的范围之内,验证了本发明基于储能装置荷电状态的功率控制方法的有效性。Figure 4 is a comparison diagram of the simulation results of secondary frequency modulation of thermal power units without auxiliary frequency modulation of energy storage devices and auxiliary frequency modulation of energy storage devices. The dotted line in the upper figure is the AGC command, and the solid line is the active power output of the thermal power unit; AGC command, the solid line is the combined active power output of the thermal power unit and the energy storage device. It can be clearly seen that the combined response speed, steady-state accuracy and response time of the thermal power unit and the energy storage device are better than those of the simple thermal power unit after using the energy storage device-assisted secondary frequency modulation control method for the thermal power unit proposed by the present invention. marked improvement. Figure 5 shows the SOC change of the energy storage device in one day, and it can be seen that the SOC can be within a reasonable range, which verifies the effectiveness of the power control method based on the state of charge of the energy storage device of the present invention.
以上所述仅为本发明的较佳实施例而已,并不用以限制本发明,凡在本发明的精神和原则之内,所作的任何修改、等同替换、改进等,均应包含在本发明的保护范围之内。The above descriptions are only preferred embodiments of the present invention, and are not intended to limit the present invention. Any modification, equivalent replacement, improvement, etc. made within the spirit and principle of the present invention shall be included in the scope of the present invention. within the scope of protection.
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