CN106100003A - The voltage security assessments method and system of power system - Google Patents
The voltage security assessments method and system of power system Download PDFInfo
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Abstract
本发明涉及一种电力系统的电压安全评估方法及系统,所述方法包括:获取多个满足预设运行条件的预设运行方式并生成每个所述预设运行方式对应的状态变量集;根据预设故障集评估每个所述预设运行方式对应的暂态电压安全性;对所述多个目标运行方式对应的状态变量集进行线性拟合,得到每个所述目标运行方式分别对应的拟合权重系数;以及,根据所述多个目标运行方式分别对应的拟合权重系数及暂态电压安全性,计算在当前运行方式下电力系统的暂态电压安全指标。上述电力系统的电压安全评估方法及系统,能实时评估当前运行方式的电压安全指标,实时性较佳,且仿真计算量较小,可实现实时在线安全性评估并节约计算资源。
The present invention relates to a method and system for evaluating voltage safety of a power system. The method includes: acquiring a plurality of preset operation modes satisfying preset operation conditions and generating a set of state variables corresponding to each of the preset operation modes; The preset fault set evaluates the transient voltage safety corresponding to each of the preset operating modes; linearly fitting the state variable sets corresponding to the multiple target operating modes to obtain the respective corresponding to each of the target operating modes Fitting weight coefficients; and, according to the fitting weight coefficients and transient voltage safety corresponding to the plurality of target operating modes, calculate the transient voltage safety index of the power system in the current operating mode. The voltage safety evaluation method and system of the above-mentioned power system can evaluate the voltage safety index of the current operation mode in real time, has good real-time performance, and has a small amount of simulation calculation, which can realize real-time online safety evaluation and save computing resources.
Description
技术领域technical field
本发明涉及配电技术领域,特别是涉及一种电力系统的电压安全评估方法及系统。The invention relates to the technical field of power distribution, in particular to a voltage safety evaluation method and system for a power system.
背景技术Background technique
近年来,随着工业及经济的发展,电力系统的规模不断增大、结构愈加复杂,其运行的不确定性也不断变大。例如,电力系统出现的故障类别更多,故障过程更加复杂,故障对电力系统安全性的影响范围也更大,因此需要对故障发生后电力系统的电压安全性进行评估,以查找电力系统潜在的安全威胁,保证电力系统的安全运行。In recent years, with the development of industry and economy, the scale of the power system has been increasing, the structure has become more complex, and the uncertainty of its operation has also been increasing. For example, there are more types of faults in the power system, the fault process is more complex, and the impact of the fault on the safety of the power system is also greater. Security threats to ensure the safe operation of the power system.
现有技术中,评估电力系统安全性的方法包括以下两种:一种方法是采用机电暂态仿真程序来分析电力系统的暂态特性,但是机电暂态仿真仅适用于传统电网中的器件,无法精准仿真交直流混联电力系统的暂态过程。另一种方法是采用电磁暂态仿真程序来分析电力系统的暂态特性,电磁暂态仿真适用于交直流混联电力系统,但是需要用到集群式计算机甚至是分布式云计算技术,具有计算量庞大、难以实现实时在线分析的缺点。In the prior art, there are two methods for evaluating the safety of power systems: one method is to use electromechanical transient simulation programs to analyze the transient characteristics of power systems, but electromechanical transient simulations are only applicable to devices in traditional power grids, It is impossible to accurately simulate the transient process of the AC/DC hybrid power system. Another method is to use the electromagnetic transient simulation program to analyze the transient characteristics of the power system. The electromagnetic transient simulation is suitable for the AC-DC hybrid power system, but it needs to use a cluster computer or even a distributed cloud computing technology. The shortcomings of large volume and difficulty in real-time online analysis.
发明内容Contents of the invention
基于此,有必要针对现有技术难以实时在线精准分析电力系统的暂态安全性的缺陷,提供一种电力系统的电压安全评估方法及系统。Based on this, it is necessary to provide a voltage security assessment method and system for a power system to address the defect that the existing technology is difficult to accurately analyze the transient security of the power system online in real time.
本发明实施例第一方面提供一种电力系统的电压安全评估方法,其包括:The first aspect of the embodiments of the present invention provides a voltage security assessment method for a power system, which includes:
获取多个满足预设运行条件的预设运行方式并生成每个所述预设运行方式对应的状态变量集;Obtaining a plurality of preset operation modes satisfying the preset operation conditions and generating a set of state variables corresponding to each of the preset operation modes;
根据预设故障集评估每个所述预设运行方式对应的暂态电压安全性;Evaluating the transient voltage safety corresponding to each of the preset operation modes according to the preset fault set;
对所述多个目标运行方式对应的状态变量集进行线性拟合,得到每个所述目标运行方式分别对应的拟合权重系数;以及performing linear fitting on the state variable sets corresponding to the plurality of target operating modes to obtain fitting weight coefficients respectively corresponding to each of the target operating modes; and
根据所述多个目标运行方式分别对应的拟合权重系数及暂态电压安全性,计算在当前运行方式下电力系统的暂态电压安全指标。According to the fitting weight coefficients and transient voltage safety corresponding to the plurality of target operation modes, the transient voltage safety index of the power system in the current operation mode is calculated.
在一个实施例中,所述确定多个满足预设运行条件的预设运行方式并生成每个所述预设运行方式对应的状态变量集,包括:In one embodiment, the determining a plurality of preset operating modes satisfying preset operating conditions and generating a set of state variables corresponding to each of the preset operating modes includes:
确定电力系统中各节点的多个初始变量;Determining multiple initial variables for each node in the power system;
根据蒙特卡罗模拟法,生成符合所述多个初始变量的预设取值范围的多个初始运行方式;According to the Monte Carlo simulation method, generating multiple initial operation modes conforming to the preset value ranges of the multiple initial variables;
对所述多个初始运行方式进行潮流计算,得到所述多个初始运行方式对应的多个状态变量集;以及performing power flow calculations on the multiple initial operating modes to obtain multiple state variable sets corresponding to the multiple initial operating modes; and
按照预设运行条件,从所述多个状态变量集中筛选多个满足预设运行条件的状态变量集,并确定其所对应的预设运行方式。According to the preset operating conditions, a plurality of state variable sets satisfying the preset operating conditions are screened from the plurality of state variable sets, and a corresponding preset operating mode is determined.
在一个实施例中,所述根据预设故障集评估每个所述预设运行方式对应的暂态电压安全性,包括:In one embodiment, the evaluation of the transient voltage safety corresponding to each of the preset operation modes according to the preset fault set includes:
在每个所述预设运行方式下,仿真所述电力系统在出现所述预设故障集中各个故障时的暂态电压波形曲线;以及In each of the preset operation modes, simulating the transient voltage waveform curve of the power system when each fault in the preset fault set occurs; and
根据每个所述预设运行方式对应的暂态电压波形曲线评估每个所述预设运行方式对应的暂态电压安全性。The transient voltage safety corresponding to each of the preset operation modes is evaluated according to the transient voltage waveform curve corresponding to each of the preset operation modes.
在一个实施例中,所述根据每个所述预设运行方式对应的暂态电压波形曲线评估每个所述预设运行方式对应的暂态电压安全性,包括:In one embodiment, the evaluation of the transient voltage safety corresponding to each of the preset operation modes according to the transient voltage waveform curve corresponding to each of the preset operation modes includes:
对于每个所述预设运行方式对应的暂态电压波形曲线,根据最后一个电压极大值和最后一个电压极小值之差,判断所述暂态电压波形曲线是否满足预设的稳定条件;For each transient voltage waveform curve corresponding to the preset operation mode, judge whether the transient voltage waveform curve satisfies a preset stability condition according to the difference between the last maximum voltage value and the last minimum voltage value;
对于每个所述预设运行方式对应的暂态电压波形曲线,根据电压持续低于预设电压阈值的时间区间,判断所述暂态电压波形曲线是否满足预设的跌落条件;以及For each transient voltage waveform curve corresponding to the preset operation mode, judge whether the transient voltage waveform curve satisfies a preset drop condition according to the time interval during which the voltage is continuously lower than the preset voltage threshold; and
对于所述多个预设运行方式中的任意一个预设运行方式mr,若所述预设运行方式mr对应的暂态电压波形曲线同时满足所述预设的稳定条件及所述预设的跌落条件,则评估所述预设运行方式mr对应的暂态电压安全性为安全,否则评估所述预设运行方式mr对应的暂态电压安全性为不安全。For any preset operation mode m r among the plurality of preset operation modes, if the transient voltage waveform curve corresponding to the preset operation mode m r satisfies the preset stability condition and the preset drop condition, it is safe to evaluate the safety of the transient voltage corresponding to the preset operation mode m r , otherwise it is unsafe to evaluate the safety of the transient voltage corresponding to the preset operation mode m r .
在一个实施例中,所述对所述多个目标运行方式对应的状态变量集进行线性拟合,得到每个所述目标运行方式分别对应的拟合权重系数之前,所述电力系统的电压安全评估方法还包括:In one embodiment, before performing linear fitting on the state variable sets corresponding to the plurality of target operating modes to obtain the fitting weight coefficients corresponding to each of the target operating modes, the voltage security of the power system Assessment methods also include:
获取所述电力系统的当前运行方式对应的状态变量集;Obtaining a set of state variables corresponding to the current operating mode of the power system;
分别计算每个满足预设运行条件的状态变量集与所述当前运行方式对应的状态变量集之间的距离;以及Calculating the distance between each state variable set satisfying the preset operating condition and the state variable set corresponding to the current operating mode; and
确定预设数量的所述距离最小的满足预设运行条件的状态变量集对应的预设运行方式为所述多个目标运行方式。It is determined that the preset operating modes corresponding to the preset number of state variable sets satisfying the preset operating conditions with the smallest distance are the multiple target operating modes.
本发明实施例第二方面提供一种电力系统的电压安全评估系统,其包括:The second aspect of the embodiment of the present invention provides a voltage safety assessment system for a power system, which includes:
生成模块,用于获取多个满足预设运行条件的预设运行方式并生成每个所述预设运行方式对应的状态变量集;A generating module, configured to acquire a plurality of preset operating modes satisfying preset operating conditions and generate a set of state variables corresponding to each of the preset operating modes;
评估模块,用于根据预设故障集评估每个所述预设运行方式对应的暂态电压安全性;An evaluation module, configured to evaluate the transient voltage safety corresponding to each of the preset operation modes according to the preset fault set;
拟合模块,用于对所述多个目标运行方式对应的状态变量集进行线性拟合,得到每个所述目标运行方式分别对应的拟合权重系数;以及A fitting module, configured to linearly fit the state variable sets corresponding to the plurality of target operating modes to obtain fitting weight coefficients corresponding to each of the target operating modes; and
第一计算模块,用于根据所述多个目标运行方式分别对应的拟合权重系数及暂态电压安全性,计算在当前运行方式下电力系统的暂态电压安全指标。The first calculation module is used to calculate the transient voltage safety index of the power system in the current operation mode according to the fitting weight coefficients and transient voltage safety corresponding to the plurality of target operation modes.
在一个实施例中,所述生成模块,包括:In one embodiment, the generating module includes:
第一确定单元,用于确定电力系统中各节点的多个初始变量;a first determining unit, configured to determine a plurality of initial variables of each node in the power system;
生成单元,用于根据蒙特卡罗模拟法,生成符合所述多个初始变量的预设取值范围的多个初始运行方式;A generation unit, configured to generate a plurality of initial operation modes conforming to the preset value ranges of the plurality of initial variables according to the Monte Carlo simulation method;
潮流计算单元,用于对所述多个初始运行方式进行潮流计算,得到所述多个初始运行方式对应的多个状态变量集;以及a power flow calculation unit, configured to perform power flow calculation on the multiple initial operation modes, and obtain multiple state variable sets corresponding to the multiple initial operation modes; and
筛选单元,用于按照预设运行条件,从所述多个状态变量集中筛选多个满足预设运行条件的状态变量集,并其所对应的预设运行方式。The filtering unit is configured to filter a plurality of state variable sets satisfying the preset operating conditions from the plurality of state variable sets according to the preset operating conditions, and to display the corresponding preset operating modes.
在一个实施例中,所述评估模块,包括:In one embodiment, the evaluation module includes:
仿真单元,用于在每个所述预设运行方式下,仿真所述电力系统在出现所述预设故障集中各个故障时的暂态电压波形曲线;以及A simulation unit, configured to simulate the transient voltage waveform curve of the power system when each fault in the preset fault set occurs in each of the preset operation modes; and
评估单元,用于根据每个所述预设运行方式对应的暂态电压波形曲线评估每个所述预设运行方式对应的暂态电压安全性。The evaluation unit is configured to evaluate the safety of the transient voltage corresponding to each of the preset operation modes according to the transient voltage waveform curve corresponding to each of the preset operation modes.
在一个实施例中,所述评估单元,包括:In one embodiment, the evaluation unit includes:
第一判断子单元,用于对于每个所述预设运行方式对应的暂态电压波形曲线,根据最后一个电压极大值和最后一个电压极小值之差,判断所述暂态电压波形曲线是否满足预设的稳定条件;The first judging subunit is used for judging the transient voltage waveform curve according to the difference between the last maximum voltage value and the last minimum voltage value for each transient voltage waveform curve corresponding to the preset operation mode Whether the preset stability conditions are met;
第二判断子单元,用于对于每个所述预设运行方式对应的暂态电压波形曲线,根据电压持续低于预设电压阈值的时间区间,判断所述暂态电压波形曲线是否满足预设的跌落条件;以及The second judging subunit is used for judging whether the transient voltage waveform curve satisfies the preset according to the time interval during which the voltage is continuously lower than the preset voltage threshold for each transient voltage waveform curve corresponding to the preset operation mode drop conditions; and
评估子单元,用于对于所述多个预设运行方式中的任意一个预设运行方式mr,若所述预设运行方式mr对应的暂态电压波形曲线同时满足所述预设的稳定条件及所述预设的跌落条件,则评估所述预设运行方式mr对应的暂态电压安全性为安全,否则评估所述预设运行方式mr对应的暂态电压安全性为不安全。The evaluation subunit is configured to, for any preset operation mode m r among the plurality of preset operation modes, if the transient voltage waveform curve corresponding to the preset operation mode m r simultaneously satisfies the preset stability condition and the preset drop condition, it is safe to evaluate the safety of the transient voltage corresponding to the preset operation mode mr , otherwise it is unsafe to evaluate the safety of the transient voltage corresponding to the preset operation mode mr .
在一个实施例中,所述电力系统的电压安全评估系统还包括:In one embodiment, the voltage safety assessment system of the power system further includes:
获取模块,用于获取所述电力系统的当前运行方式对应的状态变量集;An acquisition module, configured to acquire a state variable set corresponding to the current operation mode of the power system;
第二计算模块,用于分别计算每个满足预设运行条件的状态变量集与所述当前运行方式对应的状态变量集之间的距离;以及The second calculation module is used to separately calculate the distance between each state variable set satisfying the preset operation condition and the state variable set corresponding to the current operation mode; and
确定模块,用于确定预设数量的所述距离最小的满足预设运行条件的状态变量集对应的预设运行方式为所述多个目标运行方式。The determining module is configured to determine that the preset operating mode corresponding to the preset number of state variable sets with the smallest distance satisfying the preset operating condition is the plurality of target operating modes.
上述电力系统的电压安全评估方法及系统,通过预先评估多个预设运行方式的电压安全性,使得能根据预设运行方式中的多个目标运行方式的电压安全性来拟合并实时评估当前运行方式的电压安全指标,实时性较佳,且仿真计算量较小,可实现实时在线安全性评估并节约计算资源。The voltage safety evaluation method and system of the above-mentioned electric power system, by pre-evaluating the voltage safety of multiple preset operation modes, can fit and evaluate the current The voltage safety index of the operation mode has good real-time performance and a small amount of simulation calculation, which can realize real-time online safety evaluation and save computing resources.
附图说明Description of drawings
图1为本发明一实施例的电力系统的电压安全评估方法的流程示意图;FIG. 1 is a schematic flow chart of a voltage safety assessment method for a power system according to an embodiment of the present invention;
图2为本发明另一实施例的电力系统的电压安全评估方法的流程示意图;FIG. 2 is a schematic flowchart of a voltage safety assessment method for a power system according to another embodiment of the present invention;
图3为本发明又一实施例的电力系统的电压安全评估方法的流程示意图;FIG. 3 is a schematic flowchart of a voltage safety assessment method for a power system according to another embodiment of the present invention;
图4为本发明又一实施例的电力系统的电压安全评估方法的流程示意图;FIG. 4 is a schematic flowchart of a voltage safety assessment method for a power system according to another embodiment of the present invention;
图5为本发明一实施例的电力系统的电压安全评估系统的模块结构示意图;5 is a schematic diagram of a module structure of a voltage safety assessment system for a power system according to an embodiment of the present invention;
图6为本发明一实施例的生成模块的模块结构示意图;6 is a schematic diagram of a module structure of a generation module according to an embodiment of the present invention;
图7为本发明一实施例的评估模块的模块结构示意图;以及FIG. 7 is a schematic diagram of a module structure of an evaluation module according to an embodiment of the present invention; and
图8为本发明另一实施例的电力系统的电压安全评估系统的模块结构示意图。FIG. 8 is a schematic diagram of a module structure of a voltage safety assessment system for a power system according to another embodiment of the present invention.
具体实施方式detailed description
为使本发明的上述目的、特征和优点能够更加明显易懂,下面结合附图对本发明的具体实施方式做详细的说明。在下面的描述中阐述了很多具体细节以便于充分理解本发明。但是本发明能够以很多不同于在此描述的其它方式来实施,本领域技术人员可以在不违背本发明内涵的情况下做类似改进,因此本发明不受下面公开的具体实施例的限制。In order to make the above objects, features and advantages of the present invention more comprehensible, specific implementations of the present invention will be described in detail below in conjunction with the accompanying drawings. In the following description, numerous specific details are set forth in order to provide a thorough understanding of the present invention. However, the present invention can be implemented in many other ways different from those described here, and those skilled in the art can make similar improvements without departing from the connotation of the present invention, so the present invention is not limited by the specific embodiments disclosed below.
在本发明的描述中,需要理解的是,术语“第一”、“第二”仅用于描述目的,而不能理解为指示或暗示相对重要性或者隐含指明所指示的技术特征的数量。由此,限定有“第一”、“第二”的特征可以明示或者隐含地包括至少一个该特征。在本发明的描述中,“多个”的含义是至少两个,例如两个,三个等,除非另有明确具体的限定。In the description of the present invention, it should be understood that the terms "first" and "second" are used for description purposes only, and cannot be interpreted as indicating or implying relative importance or implicitly indicating the quantity of indicated technical features. Thus, the features defined as "first" and "second" may explicitly or implicitly include at least one of these features. In the description of the present invention, "plurality" means at least two, such as two, three, etc., unless otherwise specifically defined.
请参阅图1,图1为本发明一实施例的电力系统的电压安全评估方法的流程示意图。例如,所述电力系统为交直流混联电力系统;又如,所述电压安全评估方法为实时的在线交直流混联电力系统电压安全评估方法;如图1所示,该电力系统的电压安全评估方法可包括:Please refer to FIG. 1 . FIG. 1 is a schematic flowchart of a method for voltage safety assessment of a power system according to an embodiment of the present invention. For example, the power system is an AC-DC hybrid power system; as another example, the voltage security assessment method is a real-time online AC-DC hybrid power system voltage security assessment method; as shown in Figure 1, the voltage security of the power system Assessment methods may include:
步骤110,确定多个满足预设运行条件的预设运行方式并生成每个所述预设运行方式对应的状态变量集。Step 110, determining a plurality of preset operating modes satisfying the preset operating conditions and generating a set of state variables corresponding to each of the preset operating modes.
在本实施例中,预设运行方式是从电力系统的各种运行方式中筛选出来的满足预设运行条件的运行方式。例如,预设运行条件包括电压安全条件;例如,预设运行条件包括电压稳定条件;例如,预设运行条件包括电压安全条件及电压稳定条件;具体的电压安全条件及/或电压稳定条件,可根据电力系统的现有规定或实际经验设置,在此从略。又如,在步骤110之前,还包括步骤:设置所述预设运行条件。In this embodiment, the preset operation mode is an operation mode that satisfies a preset operation condition and is selected from various operation modes of the power system. For example, the preset operating conditions include voltage safety conditions; for example, the preset operating conditions include voltage stability conditions; for example, the preset operating conditions include voltage safety conditions and voltage stability conditions; specific voltage safety conditions and/or voltage stability conditions can be According to the existing regulations or actual experience of the power system, it is omitted here. For another example, before step 110, a step is further included: setting the preset operating condition.
其中,电力系统的各种运行方式通过对应的状态变量集表征,状态变量集为电力系统中各个节点的状态变量的集合,状态变量集中的每个元素包括一个节点的状态变量,其中每个节点的状态变量包括一个或多个变量。例如,每个节点的状态变量包括节点电压幅值、节点电压相角、节点净有功负荷、节点无功负荷等。具体地,状态变量可通过对节点的初始变量进行潮流计算获得。Among them, the various operation modes of the power system are represented by the corresponding state variable set. The state variable set is the set of state variables of each node in the power system. Each element in the state variable set includes the state variable of a node, where each node A state variable consists of one or more variables. For example, the state variables of each node include node voltage amplitude, node voltage phase angle, node net active load, node reactive load, and so on. Specifically, the state variables can be obtained by performing power flow calculations on the initial variables of the nodes.
步骤130,根据预设故障集评估每个所述预设运行方式对应的暂态电压安全性。Step 130, evaluating the transient voltage safety corresponding to each of the preset operation modes according to the preset fault set.
在本实施例中,预设故障集为电力系统的多个重要故障的集合。例如,重要故障包括导致严重后果的故障;例如,重要故障包括导致电压波动较大的故障;例如,重要故障包括风险系数较高的故障;例如,重要故障包括历史发生频率较高的故障。其中,预设故障集可由电网公司根据历史故障记录整理并提供。In this embodiment, the preset fault set is a set of multiple important faults of the power system. For example, important faults include faults that cause serious consequences; for example, important faults include faults that cause large voltage fluctuations; for example, important faults include faults with high risk factors; for example, important faults include faults with high historical frequency of occurrence. Among them, the preset fault set can be organized and provided by the grid company according to historical fault records.
具体实施中,在每个预设运行方式下,分别对电力系统出现预设故障集中各种故障时各节点的运行特性进行仿真,根据仿真结果对每个预设运行方式下各节点的暂态电压安全性进行评估。其中,每个节点的暂态电压安全性包括安全或不安全。作为一种实施方式,分别用0和1表示安全和不安全。In the specific implementation, in each preset operation mode, the operation characteristics of each node when various faults in the preset fault set occur in the power system are simulated, and the transient state of each node in each preset operation mode is analyzed according to the simulation results Voltage safety is assessed. Wherein, the transient voltage safety of each node includes safe or unsafe. As an implementation manner, 0 and 1 are used to represent safe and unsafe respectively.
步骤150,对所述多个目标运行方式对应的状态变量集进行线性拟合,得到每个所述目标运行方式分别对应的拟合权重系数。Step 150, performing linear fitting on the state variable sets corresponding to the plurality of target operating modes to obtain fitting weight coefficients corresponding to each of the target operating modes.
在本实施例中,多个目标运行方式为上述多个预设运行方式中与电力系统的当前运行方式较为接近的运行方式。其中,根据目标运行方式的状态变量集与当前运行方式的状态变量集之间的距离,可判断目标运行方式与当前运行方式是否接近。In this embodiment, the multiple target operating modes are operating modes that are closer to the current operating mode of the power system among the above-mentioned multiple preset operating modes. Wherein, according to the distance between the state variable set of the target operating mode and the state variable set of the current operating mode, it can be judged whether the target operating mode is close to the current operating mode.
在一个实施例中,步骤150之前,上述电力系统的电压安全评估方法还包括:从所述多个预设运行方式中选择多个目标运行方式。例如,根据每个目标运行方式的状态变量集与当前运行方式的状态变量集之间的距离,选择上述距离最小的预设数量的预设运行方式作为目标运行方式;或者,选择上述距离在预设距离阈值之内的预设运行方式作为目标运行方式。In one embodiment, before step 150, the voltage safety assessment method for the power system further includes: selecting a plurality of target operating modes from the plurality of preset operating modes. For example, according to the distance between the state variable set of each target operating mode and the state variable set of the current operating mode, select a preset number of preset operating modes with the smallest distance as the target operating mode; The preset operation mode within the distance threshold is set as the target operation mode.
具体实施中,确定多个目标运行方式之后,对多个目标运行方式对应的多个状态变量集进行线性拟合,得到每个目标运行方式对应的拟合权重系数。例如,基于最小误差原则进行线性拟合;例如,利用最小二乘法进行线性拟合。In a specific implementation, after the multiple target operating modes are determined, linear fitting is performed on the multiple state variable sets corresponding to the multiple target operating modes to obtain a fitting weight coefficient corresponding to each target operating mode. For example, linear fitting based on the principle of minimum error; for example, linear fitting using the method of least squares.
步骤170,根据所述多个目标运行方式分别对应的拟合权重系数及暂态电压安全性,计算在当前运行方式下电力系统的暂态电压安全指标。Step 170, according to the fitting weight coefficients and transient voltage safety corresponding to the plurality of target operation modes, calculate the transient voltage safety index of the power system in the current operation mode.
具体地,读取每个目标运行方式对应的暂态电压安全性,包括每个目标运行方式下发生预设故障集中各种故障时各节点的暂态电压安全性;根据每个目标运行方式对应的拟合权重系数,计算当前运行方式下,发生预设故障集中每种故障时各节点的暂态电压安全指标。其中电力系统的暂态电压安全指标包括电力系统中所有节点的暂态电压安全指标。Specifically, read the transient voltage security corresponding to each target operating mode, including the transient voltage security of each node when various faults in the preset fault set occur in each target operating mode; according to each target operating mode, the corresponding The fitting weight coefficient of , and calculate the transient voltage safety index of each node when each fault in the preset fault set occurs under the current operation mode. The transient voltage safety index of the power system includes the transient voltage safety index of all nodes in the power system.
例如若上述多个目标运行方式对应的拟合权重系数分别为ω1、ω2、…、ωa,则在当前运行方式m下,发生预设故障集中的故障k时,电力系统中任意一个节点i的暂态电压安全指标为其中 分别表示在第1个、第2个……第a个目标运行方式下,发生预设故障集中的故障k时,节点i的暂态电压安全性,a为上述多个目标运行方式的数量。For example, if the fitting weight coefficients corresponding to the above-mentioned multiple target operation modes are ω 1 , ω 2 , ..., ω a , under the current operation mode m, when a fault k in the preset fault set occurs, any one of the power system The transient voltage safety index of node i is in Respectively represent the transient voltage safety of node i when the fault k in the preset fault set occurs in the first, second...a-th target operating mode, and a is the number of the above-mentioned multiple target operating modes.
在一个实施例中,预先划分多个区间,根据节点的暂态电压安全指标所在的区间,可评估节点的暂态电压的安全性。例如,当时,认为在当前运行方式下,节点i的暂态电压安全;当时,认为在当前运行方式下,节点i的暂态电压安全性较差;当时,认为在当前运行方式下,节点i的暂态电压不安全。In one embodiment, multiple intervals are pre-divided, and the safety of the transient voltage of the node can be evaluated according to the interval in which the transient voltage safety index of the node is located. For example, when When , it is considered that the transient voltage of node i is safe under the current operating mode; when When , it is considered that under the current operating mode, the transient voltage security of node i is poor; when When , it is considered that the transient voltage of node i is not safe under the current operation mode.
又如,步骤170之后,还执行步骤:输出所述当前运行方式下电力系统的暂态电压安全指标;又如,还执行步骤:根据所述当前运行方式下电力系统的暂态电压安全指标,判断所述当前运行方式下电力系统是否安全,否则设置或调整电力系统;例如,根据所述暂态电压安全指标及所述状态变量集,计算或选取满足预设运行条件的至少一备选运行方式,根据所述备选运行方式设置或调整电力系统。又如,根据所述暂态电压安全指标及所述状态变量集,动态拟合得到满足预设运行条件的至少一备选运行方式,根据所述备选运行方式设置或调整电力系统。In another example, after step 170, the step of: outputting the transient voltage safety index of the power system under the current operation mode is further executed; as another example, the step of: according to the transient voltage safety index of the power system under the current operation mode, Judging whether the power system is safe under the current operation mode, otherwise setting or adjusting the power system; for example, calculating or selecting at least one alternative operation that satisfies preset operation conditions according to the transient voltage safety index and the state variable set mode, setting or adjusting the power system according to the alternative operation mode. In another example, according to the transient voltage safety index and the state variable set, at least one alternative operation mode satisfying preset operation conditions is obtained through dynamic fitting, and the power system is set or adjusted according to the alternative operation mode.
上述电力系统的电压安全评估方法,通过预先评估多个预设运行方式的电压安全性,使得能根据预设运行方式中的多个目标运行方式的电压安全性来拟合并实时评估当前运行方式的电压安全指标,实时性较佳,且仿真计算量较小,可实现实时在线安全性评估并节约计算资源。The voltage safety assessment method of the above-mentioned power system, by pre-evaluating the voltage security of multiple preset operation modes, can fit and evaluate the current operation mode in real time according to the voltage security of multiple target operation modes in the preset operation mode The voltage safety index has better real-time performance, and the simulation calculation amount is small, which can realize real-time online safety evaluation and save computing resources.
如图2所示,在一个实施例中,步骤110包括:As shown in Figure 2, in one embodiment, step 110 includes:
步骤111,确定电力系统中各节点的多个初始变量。Step 111, determine multiple initial variables of each node in the power system.
在本实施例中,所述多个初始变量包括节点有功出力、节点电压幅值、节点电压相角、节点有功负荷、节点无功负荷及感应电动机负荷比例;其中对于电力系统中的任意一个节点i,节点有功出力表示为节点电压幅值表示为Vi,节点电压相角表示为θi,节点有功负荷表示为节点无功负荷表示为感应电动机负荷比例表示为αi;i∈Ωbus,Ωbus表示电力系统的节点集。In this embodiment, the multiple initial variables include node active output, node voltage amplitude, node voltage phase angle, node active load, node reactive load, and induction motor load ratio; wherein for any node in the power system i, the active output of the node is expressed as The node voltage amplitude is expressed as V i , the node voltage phase angle is expressed as θ i , and the node active load is expressed as Node reactive load is expressed as The induction motor load ratio is expressed as α i ; i∈Ω bus , and Ω bus represents the node set of the power system.
作为一种实施方式,节点i的多个初始变量表示为其中,电力系统包括三类节点:Vδ节点、PV节点、PQ节点,若节点i为Vδ节点,则ni中的变量都能直接给定;若节点i为PV节点,则ni中的变量θi不能给定,设定为null;若节点i为PQ节点,则ni中的变量Vi、θi都不能给定,都设定为null。As an implementation, multiple initial variables of node i are expressed as Among them, the power system includes three types of nodes: Vδ node, PV node, and PQ node. If node i is a Vδ node, the variables in n i can be directly given; if node i is a PV node, then the variables in n i θ i cannot be given, it is set to null; if node i is a PQ node, then the variable in n i Neither V i nor θ i can be given, and both are set to null.
步骤113,根据蒙特卡罗模拟法,生成符合所述多个初始变量的预设取值范围的多个初始运行方式。Step 113, according to the Monte Carlo simulation method, generate a plurality of initial operation modes conforming to the preset value ranges of the plurality of initial variables.
具体实施中,预先对各种节点设置上述多个初始变量的取值范围,根据蒙特卡罗模拟法,生成符合取值范围的运行方式。例如,对于不同的节点,上述多个初始变量的预设取值范围包括:In the specific implementation, the value ranges of the above-mentioned multiple initial variables are set in advance for various nodes, and an operation mode conforming to the value ranges is generated according to the Monte Carlo simulation method. For example, for different nodes, the preset value ranges of the above multiple initial variables include:
0≤αi≤1,i∈Ωbus。0≤α i ≤1, i∈Ω bus .
其中,表示PV节点的集合,表示Vδ节点的集合,表示PQ节点的集合。in, Represents the collection of PV nodes, represents the set of Vδ nodes, Represents a collection of PQ nodes.
步骤115,对所述多个初始运行方式进行潮流计算,得到所述多个初始运行方式对应的多个状态变量集。Step 115, performing power flow calculation on the multiple initial operation modes to obtain multiple state variable sets corresponding to the multiple initial operation modes.
例如,采用潮流计算工具对上述多个初始运行方式进行潮流计算,通过求解潮流计算工具内置的潮流方程,得到各个运行方式下电力系统中各节点的状态变量。在本实施例中,求潮流解得到的在任意一种初始运行方式m'下节点i的状态变量表示为则初始运行方式m'对应的状态变量集表示为Ωbus表示电力系统的节点集。For example, the power flow calculation tool is used to calculate the power flow for the above-mentioned multiple initial operation modes, and the state variables of each node in the power system under each operation mode are obtained by solving the power flow equation built in the power flow calculation tool. In this embodiment, the state variable of node i obtained from the power flow solution in any initial operation mode m' is expressed as Then the state variable set corresponding to the initial operation mode m' is expressed as Ω bus represents the node set of the power system.
在一个实施例中,在步骤115之前,还根据初始变量计算得到潮流计算工具所需的输入变量。例如,潮流计算工具所需的输入变量包括PV节点的及Vi;Vδ节点的Vi及θi;PQ节点的及其中 In one embodiment, before step 115, the input variables required by the power flow calculation tool are also calculated according to the initial variables. For example, input variables required by power flow calculation tools include and V i ; V i and θ i of the Vδ node; and in
步骤117,按照预设运行条件,从所述多个状态变量集中筛选多个满足预设运行条件的状态变量集,并确定所述多个满足预设运行条件的状态变量集对应的预设运行方式。Step 117, according to the preset operating conditions, filter a plurality of state variable sets satisfying the preset operating conditions from the plurality of state variable sets, and determine the preset operation corresponding to the plurality of state variable sets satisfying the preset operating conditions Way.
在本实施例中,预设运行条件为状态变量集的各元素应当满足的运行条件。例如,预设运行条件包括电压安全条件;例如,预设运行条件包括电压稳定条件;例如,预设运行条件包括电压安全条件及电压稳定条件。In this embodiment, the preset operating condition is an operating condition that each element of the state variable set should satisfy. For example, the preset operating conditions include voltage safety conditions; for example, the preset operating conditions include voltage stability conditions; for example, the preset operating conditions include voltage safety conditions and voltage stability conditions.
其中,电压安全条件规定了电压的波动范围,例如0.9≤Vi≤1.1,例如0.95≤Vi≤1.05。电压稳定条件规定了电压相角的波动范围,例如其中 Wherein, the voltage safety condition specifies the fluctuation range of the voltage, for example, 0.9≦V i ≦1.1, for example, 0.95≦V i ≦1.05. The voltage stability condition specifies the fluctuation range of the voltage phase angle, for example in
在一个实施例中,根据预设运行条件对上述多个状态变量集进行筛选,并存储筛选出的多个满足预设运行条件的状态变量集,例如将多个满足预设运行条件的状态变量集存储在预设数据库A中。In one embodiment, the above-mentioned multiple state variable sets are screened according to the preset operating conditions, and the filtered multiple state variable sets satisfying the preset operating conditions are stored, for example, a plurality of state variable sets satisfying the preset operating conditions are stored Sets are stored in preset database A.
在一个实施例中,预先设置一数量阈值,当筛选出的满足预设运行条件的状态变量集的数量达到该数量阈值时,执行步骤130,否则继续执行步骤110。例如,该数量阈值为N,用变量count记录数据库中的记录数量。每当数据库A中增加一条新的记录时,令count=count+1。当count<N时,继续执行步骤110,当count≥N时,执行步骤130。其中,该数量阈值可根据电力系统的复杂性进行设置,例如N=10000,例如N=8000。In one embodiment, a number threshold is preset, and when the number of filtered state variable sets meeting the preset operating conditions reaches the number threshold, step 130 is performed; otherwise, step 110 is continued. For example, the number threshold is N, and the variable count is used to record the number of records in the database. Whenever a new record is added in database A, let count=count+1. When count<N, continue to execute step 110, and when count≥N, execute step 130. Wherein, the number threshold can be set according to the complexity of the power system, for example, N=10000, for example, N=8000.
如图3所示,在一个实施例中,步骤130包括:As shown in Figure 3, in one embodiment, step 130 includes:
步骤131,在每个所述预设运行方式下,仿真所述电力系统在出现所述预设故障集中各个故障时的暂态电压波形曲线。Step 131, in each of the preset operation modes, simulate the transient voltage waveform curve of the power system when each fault in the preset fault set occurs.
具体地,对于每一种预设运行方式,利用暂态仿真工具,依次仿真当出现预设故障集中的各个故障时,电网中各节点的暂态电压波形曲线。在一较佳实施例中,设置仿真时间为10s,故障时间为0.2s,故障清除时间为0.3s。Specifically, for each preset operation mode, the transient voltage waveform curve of each node in the power grid is simulated sequentially when each fault in the preset fault set occurs by using a transient simulation tool. In a preferred embodiment, the simulation time is set to 10s, the fault time is set to 0.2s, and the fault clearing time is set to 0.3s.
步骤133,根据每个所述预设运行方式对应的暂态电压波形曲线评估每个所述预设运行方式对应的暂态电压安全性。Step 133 , evaluating the safety of the transient voltage corresponding to each of the preset operation modes according to the transient voltage waveform curve corresponding to each of the preset operation modes.
具体地,步骤133包括以下步骤:Specifically, step 133 includes the following steps:
a,对于每个所述预设运行方式对应的暂态电压波形曲线,根据最后一个电压极大值和最后一个电压极小值之差,判断所述暂态电压波形曲线是否满足预设的稳定条件。a. For the transient voltage waveform curve corresponding to each preset operation mode, judge whether the transient voltage waveform curve satisfies the preset stability according to the difference between the last maximum voltage value and the last minimum voltage value condition.
在本实施例中,预设的稳定条件包括电压波动在一定范围内。例如,电压最大值和电压最小值之差小于某一阈值;例如,电压极大值均值和电压极小值均值之差小于另一阈值;例如,每对相邻的电压极大值和电压极小值之差均小于又一阈值;例如,每对相邻的电压极大值和电压极小值之差的均值小于又一阈值;例如,最后一个电压极大值和最后一个电压极小值之差小于又一阈值;例如,第一个电压极大值和第一个电压极小值之差小于又一阈值。In this embodiment, the preset stable condition includes voltage fluctuation within a certain range. For example, the difference between the maximum voltage value and the minimum voltage value is less than a certain threshold; for example, the difference between the average value of the maximum voltage value and the average value of the minimum voltage value is less than another threshold value; The difference between the small values is less than another threshold value; for example, the average value of the difference between each pair of adjacent voltage maximum and voltage minimum values is less than another threshold value; for example, the last voltage maximum value and the last voltage minimum value The difference is less than a further threshold; for example, the difference between the first voltage maximum value and the first voltage minimum value is less than another threshold value.
作为一种实施方式,对于每个预设运行方式对应的暂停电压波形曲线,识别其中的各个极大值点(tmax,Vmax)和各个极小值点(tmin,Vmin),记极大值点的集合ΩVmax,极小值点的集合为ΩVmin。分别读取ΩVmax和ΩVmin中时间点最后的一个元素,即和计算并判断是否小于预设的波动阈值,若判断为是,则判定暂停电压波形曲线满足预设的稳定条件。例如,若则判定暂停电压波形曲线满足预设的稳定条件。As an implementation, for the pause voltage waveform curve corresponding to each preset operation mode, identify each maximum point (t max , V max ) and each minimum value point (t min , V min ), record The set of maximum points is Ω Vmax , and the set of minimum points is Ω Vmin . Read the last element at the time point in Ω Vmax and Ω Vmin respectively, namely and calculate and judge Whether it is less than a preset fluctuation threshold, if it is judged yes, then it is determined that the pause voltage waveform curve satisfies a preset stability condition. For example, if Then it is determined that the pause voltage waveform curve satisfies the preset stability condition.
b,对于每个所述预设运行方式对应的暂态电压波形曲线,根据电压持续低于预设电压阈值的时间区间,判断所述暂态电压波形曲线是否满足预设的跌落条件。b. For the transient voltage waveform curve corresponding to each preset operation mode, judge whether the transient voltage waveform curve satisfies a preset drop condition according to the time interval during which the voltage is continuously lower than the preset voltage threshold.
在本实施例中,设置一预设电压阈值Vth及一持续时间阈值Tth,识别暂停电压波形曲线中电压持续低于预设电压阈值Vth的所有时间区间。判断是否存在时长大于或等于持续时间阈值的时间区间,若不存在,即每次故障后电压恢复到预设电压阈值Vth的时间都不超过上述持续时间阈值Tth,判定上述暂停电压波形曲线满足预设的跌落条件,若存在,则判定上述暂停电压波形曲线不满足预设的跌落条件。In this embodiment, a preset voltage threshold V th and a duration threshold T th are set to identify all time intervals in which the voltage in the pause voltage waveform curve is continuously lower than the preset voltage threshold V th . Judging whether there is a time interval whose duration is greater than or equal to the duration threshold, if it does not exist, that is, the time for the voltage to return to the preset voltage threshold V th after each fault does not exceed the above-mentioned duration threshold T th , determine the above-mentioned pause voltage waveform curve The preset drop condition is met, and if it exists, it is determined that the above pause voltage waveform curve does not meet the preset drop condition.
在一较佳实施例中,上述预设电压阈值为0.75pu,上述持续时间阈值为0.3s。In a preferred embodiment, the preset voltage threshold is 0.75pu, and the duration threshold is 0.3s.
c,对于所述多个预设运行方式中的任意一个预设运行方式mr,若所述预设运行方式mr对应的暂态电压波形曲线同时满足所述预设的稳定条件及所述预设的跌落条件,则评估所述预设运行方式mr对应的暂态电压安全性为安全,否则评估所述预设运行方式mr对应的暂态电压安全性为不安全。c. For any one of the preset operation modes m r among the plurality of preset operation modes, if the transient voltage waveform curve corresponding to the preset operation mode m r satisfies the preset stability conditions and the preset drop conditions, it is safe to evaluate the safety of the transient voltage corresponding to the preset operation mode m r , otherwise it is unsafe to evaluate the safety of the transient voltage corresponding to the preset operation mode m r .
作为一种实施方式,以表示在预设运行方式mr下,发生故障k时节点i的暂态电压安全性。例如,表示节点i的暂态电压安全,表示节点i的暂态电压不安全。As an implementation, to Indicates the transient voltage safety of node i when fault k occurs under the default operation mode m r . For example, Indicates the transient voltage safety of node i, Indicates that the transient voltage of node i is not safe.
在一个实施例中,评估各节点的暂态电压安全性之后,将评估结果存储在数据库中。例如,将评估结果与筛选出的多个满足预设运行条件的状态变量集存储在同一数据库;例如,将评估结果存储在另一数据库B中。In one embodiment, after the transient voltage safety of each node is evaluated, the evaluation result is stored in the database. For example, the evaluation result is stored in the same database as the selected state variable sets satisfying the preset operating conditions; for example, the evaluation result is stored in another database B.
作为一种实施方式,将评估结果以的格式进行存储。其中,表示预设运行方式mr对应的评估结果;表示预设运行方式mr对应的状态变量集,即在预设运行方式mr下,电力系统中所有节点的状态变量的集合;表示在运行方式mr下,发生故障k时电力系统中各节点的暂态电压安全性的集合,即 As an implementation, the evaluation results are presented as format to store. in, Indicates the evaluation result corresponding to the preset operation mode m r ; Indicates the set of state variables corresponding to the preset operation mode m r , that is, the set of state variables of all nodes in the power system under the default operation mode m r ; Indicates the set of transient voltage safety of each node in the power system when a fault k occurs under the operating mode m r , namely
如图4所示,在一个实施例中,从所述多个预设运行方式中选择多个目标运行方式,包括:As shown in Figure 4, in one embodiment, selecting multiple target operating modes from the plurality of preset operating modes includes:
步骤141,获取所述电力系统的当前运行方式对应的状态变量集。Step 141, acquiring a set of state variables corresponding to the current operating mode of the power system.
在本实施例中,电力系统的当前运行方式记为m,则当前运行方式对应的状态变量集为 In this embodiment, the current operation mode of the power system is denoted as m, then the state variable set corresponding to the current operation mode is
步骤143,分别计算每个满足预设运行条件的状态变量集与所述当前运行方式对应的状态变量集之间的距离。Step 143, respectively calculating the distance between each state variable set satisfying the preset operating conditions and the state variable set corresponding to the current operating mode.
在本实施例中,当前运行方式m对应的状态变量xm和任一预设运行方式mr对应的状态变量之间的距离为其中,In this embodiment, the state variable x m corresponding to the current operating mode m and the state variable corresponding to any preset operating mode m r The distance between in,
对于每个预设运行方式,分别计算其状态变量集与当前运行方式的状态变量集之间的距离,得到多个距离,其中每个距离对应一种预设运行方式。For each preset operation mode, the distance between its state variable set and the state variable set of the current operation mode is calculated respectively to obtain multiple distances, wherein each distance corresponds to a preset operation mode.
步骤145,确定预设数量的所述距离最小的满足预设运行条件的状态变量集对应的预设运行方式为所述多个目标运行方式。Step 145 , determining the preset operating modes corresponding to the preset number of state variable sets with the smallest distances satisfying the preset operating conditions as the plurality of target operating modes.
在本实施例中,目标运行方式为与当前运行方式较接近的预设运行方式。具体地,从步骤143得到的多个距离中选择预设数量的最小距离,将该预设数量的最小距离对应的预设数量的预设运行方式确定为目标运行方式。例如,选择10-50个最小距离,其对应的10-50个预设运行方式为目标运行方式。例如,选择15-40个最小距离,其对应的15-40个预设运行方式为目标运行方式。例如,选择20个最小距离,其对应的20个预设运行方式为目标运行方式。In this embodiment, the target operating mode is a preset operating mode that is closer to the current operating mode. Specifically, a preset number of minimum distances is selected from the plurality of distances obtained in step 143, and a preset number of preset operation modes corresponding to the preset number of minimum distances are determined as target operation modes. For example, 10-50 minimum distances are selected, and the corresponding 10-50 preset operation modes are target operation modes. For example, 15-40 minimum distances are selected, and the corresponding 15-40 preset operation modes are target operation modes. For example, 20 minimum distances are selected, and the corresponding 20 preset operation modes are target operation modes.
上述电力系统的电压安全评估方法,通过预先评估多个预设运行方式的电压安全性,使得能根据预设运行方式中的多个目标运行方式的电压安全性来拟合并实时评估当前运行方式的电压安全指标,实时性较佳,且仿真计算量较小,可实现实时在线安全性评估并节约计算资源。The voltage safety assessment method of the above-mentioned power system, by pre-evaluating the voltage security of multiple preset operation modes, can fit and evaluate the current operation mode in real time according to the voltage security of multiple target operation modes in the preset operation mode The voltage safety index has better real-time performance, and the simulation calculation amount is small, which can realize real-time online safety evaluation and save computing resources.
图5为本发明一实施例的电力系统的电压安全评估系统的模块结构示意图。例如,所述电力系统的电压安全评估系统采用上述任一实施例所述电压安全评估方法实现;又如,该电力系统的电压安全评估系统包括上述任一实施例所述电压安全评估方法各步骤所对应的功能模块,即其能够实现所述电压安全评估方法所对应的各步骤。FIG. 5 is a schematic diagram of a module structure of a voltage safety assessment system for a power system according to an embodiment of the present invention. For example, the voltage safety assessment system of the power system is realized by using the voltage safety assessment method described in any of the above-mentioned embodiments; as another example, the voltage safety assessment system of the power system includes the steps of the voltage safety assessment method described in any of the above-mentioned embodiments The corresponding functional modules are capable of implementing the corresponding steps of the voltage safety assessment method.
例如,如图5所示,该电力系统的电压安全评估系统包括:For example, as shown in Figure 5, the voltage safety assessment system of the power system includes:
生成模块510,用于获取多个满足预设运行条件的预设运行方式并生成每个所述预设运行方式对应的状态变量集;A generating module 510, configured to acquire a plurality of preset operating modes satisfying preset operating conditions and generate a set of state variables corresponding to each of the preset operating modes;
评估模块530,用于根据预设故障集评估每个所述预设运行方式对应的暂态电压安全性;An evaluation module 530, configured to evaluate the transient voltage safety corresponding to each of the preset operation modes according to the preset fault set;
拟合模块550,用于对所述多个目标运行方式对应的状态变量集进行线性拟合,得到每个所述目标运行方式分别对应的拟合权重系数;以及A fitting module 550, configured to perform linear fitting on the state variable sets corresponding to the plurality of target operating modes to obtain fitting weight coefficients corresponding to each of the target operating modes; and
第一计算模块570,用于根据所述多个目标运行方式分别对应的拟合权重系数及暂态电压安全性,计算在当前运行方式下电力系统的暂态电压安全指标。The first calculation module 570 is configured to calculate the transient voltage safety index of the power system in the current operation mode according to the fitting weight coefficients and transient voltage safety corresponding to the plurality of target operation modes.
如图6所示,在一个实施例中,生成模块501包括:As shown in Figure 6, in one embodiment, the generation module 501 includes:
第一确定单元511,用于确定电力系统中各节点的多个初始变量;The first determination unit 511 is configured to determine a plurality of initial variables of each node in the power system;
生成单元513,用于根据蒙特卡罗模拟法,生成符合所述多个初始变量的预设取值范围的多个初始运行方式;A generation unit 513, configured to generate a plurality of initial operation modes conforming to the preset value ranges of the plurality of initial variables according to the Monte Carlo simulation method;
潮流计算单元515,用于对所述多个初始运行方式进行潮流计算,得到所述多个初始运行方式对应的多个状态变量集;以及A power flow calculation unit 515, configured to perform power flow calculation on the multiple initial operation modes to obtain multiple state variable sets corresponding to the multiple initial operation modes; and
筛选单元517,用于按照预设运行条件,从所述多个状态变量集中筛选多个满足预设运行条件的状态变量集,并确定其所对应的预设运行方式。The screening unit 517 is configured to screen a plurality of state variable sets satisfying preset operating conditions from the plurality of state variable sets according to preset operating conditions, and determine a corresponding preset operating mode.
如图7所示,在一个实施例中,评估模块530包括:As shown in Figure 7, in one embodiment, the evaluation module 530 includes:
仿真单元531,用于在每个所述预设运行方式下,仿真所述电力系统在出现所述预设故障集中各个故障时的暂态电压波形曲线;以及The simulation unit 531 is configured to simulate the transient voltage waveform curve of the power system when each fault in the preset fault set occurs in each of the preset operation modes; and
评估单元533,用于根据每个所述预设运行方式对应的暂态电压波形曲线评估每个所述预设运行方式对应的暂态电压安全性。The evaluation unit 533 is configured to evaluate the safety of the transient voltage corresponding to each of the preset operation modes according to the transient voltage waveform curve corresponding to each of the preset operation modes.
在一个实施例中,评估单元533包括:In one embodiment, the evaluation unit 533 includes:
第一判断子单元,用于对于每个所述预设运行方式对应的暂态电压波形曲线,根据最后一个电压极大值和最后一个电压极小值之差,判断所述暂态电压波形曲线是否满足预设的稳定条件;The first judging subunit is used for judging the transient voltage waveform curve according to the difference between the last maximum voltage value and the last minimum voltage value for each transient voltage waveform curve corresponding to the preset operation mode Whether the preset stability conditions are met;
第二判断子单元,用于对于每个所述预设运行方式对应的暂态电压波形曲线,根据电压持续低于预设电压阈值的时间区间,判断所述暂态电压波形曲线是否满足预设的跌落条件;以及The second judging subunit is used for judging whether the transient voltage waveform curve satisfies the preset according to the time interval during which the voltage is continuously lower than the preset voltage threshold for each transient voltage waveform curve corresponding to the preset operation mode drop conditions; and
评估子单元,用于对于所述多个预设运行方式中的任意一个预设运行方式mr,若所述预设运行方式mr对应的暂态电压波形曲线同时满足所述预设的稳定条件及所述预设的跌落条件,则评估所述预设运行方式mr对应的暂态电压安全性为安全,否则评估所述预设运行方式mr对应的暂态电压安全性为不安全。The evaluation subunit is configured to, for any preset operation mode m r among the plurality of preset operation modes, if the transient voltage waveform curve corresponding to the preset operation mode m r simultaneously satisfies the preset stability condition and the preset drop condition, it is safe to evaluate the safety of the transient voltage corresponding to the preset operation mode mr , otherwise it is unsafe to evaluate the safety of the transient voltage corresponding to the preset operation mode mr .
如图8所示,在一个实施例中,除生成模块510、评估模块530、拟合模块550及第一计算模块570之外,所述电力系统的电压安全评估系统还包括:As shown in Figure 8, in one embodiment, in addition to the generation module 510, the evaluation module 530, the fitting module 550 and the first calculation module 570, the voltage safety evaluation system of the power system also includes:
获取模块541,用于获取所述电力系统的当前运行方式对应的状态变量集;An acquisition module 541, configured to acquire a set of state variables corresponding to the current operating mode of the power system;
第二计算模块543,用于分别计算每个满足预设运行条件的状态变量集与所述当前运行方式对应的状态变量集之间的距离;以及The second calculation module 543 is used to separately calculate the distance between each state variable set satisfying the preset operation condition and the state variable set corresponding to the current operation mode; and
确定模块545,用于确定预设数量的所述距离最小的满足预设运行条件的状态变量集对应的预设运行方式为所述多个目标运行方式。The determining module 545 is configured to determine that the preset operating mode corresponding to the preset number of state variable sets with the smallest distance satisfying the preset operating condition is the plurality of target operating modes.
上述电力系统的电压安全评估系统,通过预先评估多个预设运行方式的电压安全性,使得能根据预设运行方式中的多个目标运行方式的电压安全性来拟合并实时评估当前运行方式的电压安全指标,实时性较佳,且仿真计算量较小,可实现实时在线安全性评估并节约计算资源。The above-mentioned voltage safety evaluation system of the power system, by pre-evaluating the voltage safety of multiple preset operation modes, can fit and evaluate the current operation mode in real time according to the voltage security of multiple target operation modes in the preset operation modes The voltage safety index has better real-time performance, and the simulation calculation amount is small, which can realize real-time online safety evaluation and save computing resources.
应该说明的是,上述系统实施例中,所包括的各个模块只是按照功能逻辑进行划分的,但并不局限于上述的划分,只要能够实现相应的功能即可;另外,各功能模块的具体名称也只是为了便于相互区分,并不用于限制本发明的保护范围。It should be noted that, in the above-mentioned system embodiment, each module included is only divided according to the functional logic, but is not limited to the above-mentioned division, as long as the corresponding function can be realized; in addition, the specific name of each functional module It is only for the convenience of distinguishing each other, and is not used to limit the protection scope of the present invention.
另外,本领域普通技术人员可以理解实现上述各实施例方法中的全部或部分步骤是可以通过程序来指令相关的硬件来完成,相应的程序可以存储于可读取存储介质中。In addition, those skilled in the art can understand that all or part of the steps in the methods of the above embodiments can be implemented by instructing related hardware through programs, and the corresponding programs can be stored in a readable storage medium.
以上所述实施例的各技术特征可以进行任意的组合,为使描述简洁,未对上述实施例中的各个技术特征所有可能的组合都进行描述,然而,只要这些技术特征的组合不存在矛盾,都应当认为是本说明书记载的范围。The technical features of the above-mentioned embodiments can be combined arbitrarily. To make the description concise, all possible combinations of the technical features in the above-mentioned embodiments are not described. However, as long as there is no contradiction in the combination of these technical features, should be considered as within the scope of this specification.
以上所述实施例仅表达了本发明的几种实施方式,其描述较为具体和详细,但并不能因此而理解为对发明专利范围的限制。应当指出的是,对于本领域的普通技术人员来说,在不脱离本发明构思的前提下,还可以做出若干变形和改进,这些都属于本发明的保护范围。因此,本发明专利的保护范围应以所附权利要求为准。The above-mentioned embodiments only express several implementation modes of the present invention, and the descriptions thereof are relatively specific and detailed, but should not be construed as limiting the patent scope of the invention. It should be pointed out that those skilled in the art can make several modifications and improvements without departing from the concept of the present invention, and these all belong to the protection scope of the present invention. Therefore, the protection scope of the patent for the present invention should be based on the appended claims.
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Cited By (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN109638836A (en) * | 2018-12-04 | 2019-04-16 | 国网浙江省电力有限公司衢州供电公司 | A kind of reversed abnormal automatic fitration method of trend |
CN110095144A (en) * | 2018-01-30 | 2019-08-06 | 中电长城(长沙)信息技术有限公司 | A kind of terminal device local fault recognition method and system |
Citations (6)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US20120209549A1 (en) * | 2011-02-10 | 2012-08-16 | Eaton Corporation | Equipment-related risk assessment from electrical event anaysis |
US20120316801A1 (en) * | 2011-06-09 | 2012-12-13 | Robert Rieger | Emulator and emulating method of electrical response of biological tissue |
CN103632213A (en) * | 2013-12-17 | 2014-03-12 | 国网上海市电力公司 | Evaluation pre-warning system for regional power grid voltage reactive power control |
CN103745129A (en) * | 2014-01-27 | 2014-04-23 | 山东大学 | On-line voltage safety quantitative evaluation method |
CN103901319A (en) * | 2014-03-03 | 2014-07-02 | 广州供电局有限公司 | Method for detecting transient voltage stability of power grid |
CN104967151A (en) * | 2015-08-07 | 2015-10-07 | 南方电网科学研究院有限责任公司 | Method and system for PMU (power management unit) distribution of electric power system and selection of generator by corresponding bus |
-
2016
- 2016-08-03 CN CN201610635421.0A patent/CN106100003B/en active Active
Patent Citations (6)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US20120209549A1 (en) * | 2011-02-10 | 2012-08-16 | Eaton Corporation | Equipment-related risk assessment from electrical event anaysis |
US20120316801A1 (en) * | 2011-06-09 | 2012-12-13 | Robert Rieger | Emulator and emulating method of electrical response of biological tissue |
CN103632213A (en) * | 2013-12-17 | 2014-03-12 | 国网上海市电力公司 | Evaluation pre-warning system for regional power grid voltage reactive power control |
CN103745129A (en) * | 2014-01-27 | 2014-04-23 | 山东大学 | On-line voltage safety quantitative evaluation method |
CN103901319A (en) * | 2014-03-03 | 2014-07-02 | 广州供电局有限公司 | Method for detecting transient voltage stability of power grid |
CN104967151A (en) * | 2015-08-07 | 2015-10-07 | 南方电网科学研究院有限责任公司 | Method and system for PMU (power management unit) distribution of electric power system and selection of generator by corresponding bus |
Cited By (3)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN110095144A (en) * | 2018-01-30 | 2019-08-06 | 中电长城(长沙)信息技术有限公司 | A kind of terminal device local fault recognition method and system |
CN110095144B (en) * | 2018-01-30 | 2021-07-09 | 中电长城(长沙)信息技术有限公司 | Method and system for identifying local fault of terminal equipment |
CN109638836A (en) * | 2018-12-04 | 2019-04-16 | 国网浙江省电力有限公司衢州供电公司 | A kind of reversed abnormal automatic fitration method of trend |
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