CN102103160A - Method, system and detection controller for residual current monitoring and alarming - Google Patents
Method, system and detection controller for residual current monitoring and alarming Download PDFInfo
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Abstract
Description
技术领域technical field
本发明涉及剩余电流式电气火灾监控技术领域,特别涉及一种剩余电流监控报警方法、系统与探测控制器。The invention relates to the technical field of residual current electrical fire monitoring, in particular to a residual current monitoring and alarming method, system and detection controller.
背景技术Background technique
剩余电流式电气火灾监控系统是近些年出现的一个新产品,设置在低压配电系统中,核心功能为防范电气火灾。鉴于我国近十几年电气火灾的严峻形势以及社会各界防范火灾意识的明显提升,剩余电流式电气火灾监控报警系统的应用发展非常迅速,尤其在公共建筑和高层建筑中的应用非常普遍。剩余电流式电气火灾监控系统在防范电气火灾方面的作用已经逐步得到了各方的认可,具有非常好的应用前景。The residual current electrical fire monitoring system is a new product that has appeared in recent years. It is installed in the low-voltage power distribution system and its core function is to prevent electrical fires. In view of the serious situation of electrical fires in my country in the past ten years and the obvious improvement of fire prevention awareness in all sectors of society, the application of residual current electrical fire monitoring and alarm systems has developed very rapidly, especially in public buildings and high-rise buildings. The role of the residual current electrical fire monitoring system in preventing electrical fires has been gradually recognized by all parties, and has a very good application prospect.
剩余电流式电气火灾监控系统实时监控被保护回路的剩余电流,一旦探测到的剩余电流超过设定的报警阈值,则发出报警信号,报警原理十分简单。也正是因为报警算法简单,没有智能化的考虑,剩余电流式电气火灾监控系统在报警准确性、可靠性方面存在着不小的缺陷,实际使用中存在漏报警和误报警的情况,必须进行完善。The residual current electrical fire monitoring system monitors the residual current of the protected circuit in real time. Once the detected residual current exceeds the set alarm threshold, an alarm signal is issued. The alarm principle is very simple. It is precisely because the alarm algorithm is simple and there is no consideration of intelligence, the residual current electrical fire monitoring system has considerable defects in alarm accuracy and reliability. In actual use, there are cases of missed alarms and false alarms. Complete.
现有剩余电流式电气火灾监控系统采用固定报警阈值这一简单报警算法,是系统频繁出现误报警和漏报警的本质原因。报警阈值的设定与被保护配电系统正常剩余电流的变化特点没有任何关系,而且一旦设定好,则无法自动改变,必须人工重新设定。The existing residual current electrical fire monitoring system adopts a simple alarm algorithm of fixed alarm threshold, which is the essential reason for frequent false alarms and missing alarms in the system. The setting of the alarm threshold has nothing to do with the change characteristics of the normal residual current of the protected power distribution system, and once set, it cannot be changed automatically and must be reset manually.
固定报警阈值从根本上说有以下两个方面的缺点:Fixed alarm thresholds fundamentally have two disadvantages:
(1)报警阈值设置不当(1) Improper alarm threshold setting
图1为现有技术剩余电流报警原理示意图之一。如图1所示,若报警阈值设置过高(报警设定值2),远远超过正常剩余电流的最大值,即使配电系统在B点所在区域出现了异常剩余电流,但由于没有超过报警阈值,系统不会报警,从而导致漏报警;若报警阈值设置过低(报警设定值1),配电系统中正常剩余电流增大到最大值附近时,如A点所在区域,又易造成误报警。Fig. 1 is one of the principle schematic diagrams of residual current alarm in the prior art. As shown in Figure 1, if the alarm threshold is set too high (alarm setting value 2), far exceeding the maximum value of the normal residual current, even if the power distribution system has an abnormal residual current in the area where point B is located, the alarm threshold is not exceeded. Threshold, the system will not alarm, resulting in leakage alarm; if the alarm threshold is set too low (alarm setting value 1), when the normal residual current in the power distribution system increases to near the maximum value, such as the area where point A is located, it is easy to cause False alarm.
(2)相对报警灵敏度不一致(2) The relative alarm sensitivity is inconsistent
图2为现有技术剩余电流报警原理示意图之二。如果把报警阈值与正常剩余电流值的差值定义为相对报警灵敏度(图2中的Δh1和Δh2),在固定报警阈值情况下,其相对报警灵敏度并不是时刻保持一致,而是随着剩余电流的正常波动而变化。图2以报警设定值1为参照阈值,A点区域和B点区域的相对报警灵敏度相差比较大,这同样可能引起误报警和漏报警。低负荷运行时(图2中A点所在平坦区域),即使出现了异常剩余电流,也可能由于Δh1过大而无法报警;当高负荷运行时(图2中B点所在区域),即使没有异常剩余电流,由于Δh2过小,正常剩余电流的小幅波动也可能导致报警。Fig. 2 is the second schematic diagram of the residual current alarm principle in the prior art. If the difference between the alarm threshold and the normal residual current value is defined as the relative alarm sensitivity (Δh1 and Δh2 in Figure 2), in the case of a fixed alarm threshold, the relative alarm sensitivity is not always consistent, but increases with the residual current normal fluctuations. Figure 2 takes the
通过以上分析可以看出,现有技术之所以存在漏报警和误报警是由固定报警阈值的先天不足所决定的,不改变固定报警阈值算法,就无法消除剩余电流式电气火灾监控系统频繁出现的误报警和漏报警。From the above analysis, it can be seen that the reason for the existence of missed alarms and false alarms in the prior art is determined by the congenital deficiency of the fixed alarm threshold. Alarm and leak alarm.
发明内容Contents of the invention
本发明的目的是提供一种剩余电流监控报警方法、装置与系统。该方法、装置与系统能够动态确定剩余电流报警阈值,有效解决了现有技术由于采用固定报警阈值而造成的漏报警和误报警的问题。The purpose of the present invention is to provide a method, device and system for monitoring and alarming residual current. The method, device and system can dynamically determine the residual current alarm threshold, effectively solving the problems of missed alarms and false alarms caused by the use of fixed alarm thresholds in the prior art.
本发明一实施例提供一种剩余电流监控报警方法,所述方法包括:采集被监控回路的三相负荷电流值和剩余电流值;根据采集的负荷电流值和剩余电流值,生成并存储每个采集时间点的剩余电流相对值;对预设时长内的多个剩余电流相对值进行统计分析,生成并存储所述多个剩余电流相对值的统计学参数;根据监控时间点之前存储的所述剩余电流相对值和所述统计学参数,生成监控时间点的报警阈值;根据生成的报警阈值对所述监控回路的剩余电流进行监控报警。An embodiment of the present invention provides a residual current monitoring and alarm method, the method comprising: collecting the three-phase load current value and residual current value of the monitored circuit; generating and storing each Collecting the relative value of residual current at the time point; performing statistical analysis on multiple relative values of residual current within a preset period of time, generating and storing statistical parameters of the multiple relative values of residual current; The relative value of the residual current and the statistical parameters generate an alarm threshold at the monitoring time point; and monitor and alarm the residual current of the monitoring loop according to the generated alarm threshold.
本发明另一实施例提供一种剩余电流监控报警系统,所述系统包括:集中控制器、总线隔离器、探测控制器、电流探测器以及剩余电流探测器;所述集中控制器通过总线隔离器连接探测控制器;所述探测控制器连接所述电流探测器和剩余电流探测器;所述电流探测器,用于采集三相负荷电流;所述剩余电流探测器,用于采集剩余电流;所述探测控制器,用于根据采集的负荷电流值和剩余电流值,生成并存储每个采集时间点的剩余电流相对值;对预设时长内的多个剩余电流相对值进行统计分析,生成并存储所述多个剩余电流相对值的统计学参数;根据监控时间点之前存储的所述剩余电流相对值和所述统计学参数,生成监控时间点的报警阈值;根据生成的报警阈值对所述监控回路的剩余电流进行监控报警。Another embodiment of the present invention provides a residual current monitoring and alarm system. The system includes: a centralized controller, a bus isolator, a detection controller, a current detector, and a residual current detector; connected to the detection controller; the detection controller is connected to the current detector and the residual current detector; the current detector is used to collect the three-phase load current; the residual current detector is used to collect the residual current; The detection controller is used to generate and store the relative value of residual current at each collection time point according to the collected load current value and residual current value; perform statistical analysis on multiple relative residual current values within a preset time length, generate and store Storing the statistical parameters of the multiple residual current relative values; generating an alarm threshold at the monitoring time point according to the stored residual current relative values and the statistical parameters before the monitoring time point; Monitor and alarm the residual current of the circuit.
本发明又一实施例提供一种探测控制器,所述探测控制器包括:采集处理单元,用于根据采集的三相负荷电流值和剩余电流值,生成并存储每个采集时间点的剩余电流相对值;统计分析单元,用于对预设时长内的多个剩余电流相对值进行统计分析,生成并存储所述多个剩余电流相对值的统计学参数;阈值生成单元,用于根据监控时间点之前存储的所述剩余电流相对值和所述统计学参数,生成监控时间点的报警阈值;监控报警单元,用于根据生成的报警阈值对所述监控回路的剩余电流进行监控报警。Another embodiment of the present invention provides a detection controller, the detection controller includes: a collection processing unit, used to generate and store the residual current at each collection time point according to the collected three-phase load current value and residual current value Relative value; Statistical analysis unit, used to perform statistical analysis on multiple residual current relative values within a preset time length, generate and store statistical parameters of the multiple residual current relative values; Threshold value generation unit, Used for monitoring time according to The relative value of the residual current and the statistical parameters stored before the point generate an alarm threshold at the monitoring time point; the monitoring alarm unit is used to monitor and alarm the residual current of the monitoring circuit according to the generated alarm threshold.
本发明的剩余电流监控报警方法、装置与系统,在智能学习的基础上来动态确定报警阈值,充分考虑了被保护对象正常剩余电流变化的自身特点。采用本实施例的方法、装置与系统确定的剩余电流报警阈值更为合理、也更为科学,能够避免现有固定报警阈值引起的漏报警和误报警。The residual current monitoring and alarming method, device and system of the present invention dynamically determine the alarm threshold on the basis of intelligent learning, fully considering the characteristics of the normal residual current change of the protected object. The residual current alarm threshold determined by the method, device and system of this embodiment is more reasonable and scientific, and can avoid missed alarms and false alarms caused by existing fixed alarm thresholds.
附图说明Description of drawings
图1为现有技术剩余电流报警原理示意图之一;Fig. 1 is one of schematic diagrams of residual current alarm principle in the prior art;
图2为现有技术剩余电流报警原理示意图之二;Fig. 2 is the second schematic diagram of the residual current alarm principle in the prior art;
图3为本发明实施例1的方法整体流程图;Fig. 3 is the overall flowchart of the method of
图4为本发明实施例1的剩余电流报警原理示意图;Fig. 4 is a schematic diagram of the residual current alarm principle of
图5为本发明实施例1的方法详细流程图;Fig. 5 is the detailed flowchart of the method of
图6为本发明实施例2的系统原理图;Fig. 6 is a system schematic diagram of Embodiment 2 of the present invention;
图7为本发明实施例2的探测控制器的功能框图;7 is a functional block diagram of a detection controller according to Embodiment 2 of the present invention;
图8为本发明实施例2阈值生成单元703的细化框图。FIG. 8 is a detailed block diagram of the
具体实施方式Detailed ways
为使本发明实施例的目的、技术方案和优点更加清楚,下面将结合本发明实施例中的附图,对本发明实施例中的技术方案进行清楚、完整地描述,显然,所描述的实施例是本发明一部分实施例,而不是全部的实施例。基于本发明中的实施例,本领域普通技术人员在没有做出创造性劳动前提下所获得的所有其他实施例,都属于本发明保护的范围。In order to make the purpose, technical solutions and advantages of the embodiments of the present invention clearer, the technical solutions in the embodiments of the present invention will be clearly and completely described below in conjunction with the drawings in the embodiments of the present invention. Obviously, the described embodiments It is a part of embodiments of the present invention, but not all embodiments. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the protection scope of the present invention.
实施例1:Example 1:
本实施例提供一种剩余电流监控报警方法,其目的就是通过报警阈值的随动技术使得报警阈值的确定智能化,并且能够动态调整,从而避免剩余电流式电气火灾监控系统采用固定报警阈值所带来的误报警和漏报警情况,从本质上提高报警的可靠性和准确性。This embodiment provides a residual current monitoring and alarming method, the purpose of which is to intelligentize the determination of the alarming threshold through the follow-up technology of the alarming threshold, and to make dynamic adjustments, thereby avoiding the residual current electrical fire monitoring system that uses a fixed alarming threshold. It can improve the reliability and accuracy of the alarm in essence.
图3为该方法的整体流程图。如图1所示,本实施例的方法包括:Figure 3 is the overall flow chart of the method. As shown in Figure 1, the method of the present embodiment includes:
S301、采集被监控回路的三相负荷电流值和剩余电流值。S301. Collect the three-phase load current value and residual current value of the monitored circuit.
S302、根据采集的负荷电流值和剩余电流值,生成并存储每个采集时间点的剩余电流相对值。S302. Generate and store a relative value of residual current at each collection time point according to the collected load current value and residual current value.
可选地,本实施例的剩余电流相对值为同时刻所述剩余电流值与同时刻所述三相负荷电流向量和的比值。Optionally, the relative value of the residual current in this embodiment is a ratio of the residual current value at the same moment to the vector sum of the three-phase load currents at the same moment.
S303、对预设时长内的多个剩余电流相对值进行统计分析,生成并存储所述多个剩余电流相对值的统计学参数。S303. Statistically analyze the plurality of relative residual current values within a preset time period, and generate and store statistical parameters of the plurality of relative residual current values.
可选地,本实施例的预设时长可以是一天,统计学参数包括一天内多个剩余电流相对值的标准差。Optionally, the preset duration in this embodiment may be one day, and the statistical parameters include standard deviations of relative values of residual currents within one day.
可选地,本实施例的预设时长还可以是一天内的多个细分时段,所述统计学参数还包括每个细分时段内的多个剩余电流相对值的平均值和标准差。Optionally, the preset duration in this embodiment may also be a plurality of subdivided periods within a day, and the statistical parameters further include an average value and a standard deviation of a plurality of relative residual current values in each subdivided period.
S304、根据监控时间点之前存储的所述剩余电流相对值和所述统计学参数,生成监控时间点的报警阈值。S304. Generate an alarm threshold at the monitoring time point according to the relative value of the residual current and the statistical parameters stored before the monitoring time point.
根据实际情况的不同,S304具体可以包括:根据前一天多个采集时间点的剩余电流相对值和前一天的标准差,生成当天相应的监控时间点的报警阈值;或者,根据当天监控时间点之前的剩余电流相对值和前一天的标准差,生成当天相应的监控时间点的报警阈值;或者,根据上周同一天的多个采集时间点的剩余电流相对值和上周同一天的标准差,生成当天相应的监控时间点的报警阈值。Depending on the actual situation, S304 may specifically include: generating an alarm threshold at the corresponding monitoring time point of the day according to the relative values of the residual current at multiple collection time points of the previous day and the standard deviation of the previous day; The relative value of the residual current and the standard deviation of the previous day, generate the alarm threshold of the corresponding monitoring time point of the day; or, according to the relative value of the residual current of multiple collection time points on the same day last week and the standard deviation of the same day last week, Generate alarm thresholds at the corresponding monitoring time points of the day.
可选地,本实施例的报警阈值为所述剩余电流相对值与所述标准差之和;或者,报警阈值为所述剩余电流相对值与所述标准差的整数倍之和。Optionally, the alarm threshold in this embodiment is the sum of the relative value of the residual current and the standard deviation; or, the alarm threshold is the sum of the relative value of the residual current and an integer multiple of the standard deviation.
可选地,该方法还包括:根据所述细分时段的统计学参数特性,确定用于生成监控时间点的报警阈值的剩余电流相对值和标准差,并根据确定的结果决定S304具体采用的报警阈值生成方法。Optionally, the method further includes: according to the statistical parameter characteristics of the subdivided period, determining the relative value and standard deviation of the residual current used to generate the alarm threshold at the monitoring time point, and determining the specific method used in S304 according to the determined result. The alarm threshold generation method.
S305、根据生成的报警阈值对所述监控回路的剩余电流进行监控报警。S305. Monitor and alarm the residual current of the monitoring loop according to the generated alarm threshold.
可选地,本实施例的S305具体可以包括:如果所述监控时间点的剩余电流相对值大于所述报警阈值,则停止更新报警阈值,继续判断下一个监控时间点的剩余电流相对值是否大于报警阈值,如果连续n个剩余电流相对值均大于报警阈值,则报警,其中n为正整数(如n=3)。Optionally, S305 in this embodiment may specifically include: if the relative value of the residual current at the monitoring time point is greater than the alarm threshold, stop updating the alarm threshold and continue to determine whether the relative value of the residual current at the next monitoring time point is greater than Alarm threshold, if n consecutive relative values of residual current are greater than the alarm threshold, an alarm will be issued, wherein n is a positive integer (eg n=3).
本发明的方法可以具体划分为智能学习过程、统计分析过程、动态调整过程和实时报警过程。其中:(1)智能学习过程:智能分析采集到的电流和剩余电流数据,过滤不合理数据,并进行剩余电流相对值的计算。(2)统计学分析过程:引入统计学原理分析剩余电流相对值的变化特点,求不同时间段内剩余电流相对值的平均值和标准差;(3)动态调整过程:考虑剩余电流相对值体现出来的每天和每周变化的周期性,根据剩余电流相对值平均值和标准差来确定报警阈值,实时动态调整报警阈值;(4)实时报警过程:判断是否应该报警不再以1个检测值超过报警设定值为判据,而是以n个(如n=3)连续检测值超过报警设定值为判据。此外,确定报警阈值所用剩余电流相对值为0时,还必须将负荷电流纳入判断。以下详细描述每个过程的工作原理。The method of the invention can be specifically divided into intelligent learning process, statistical analysis process, dynamic adjustment process and real-time alarm process. Among them: (1) Intelligent learning process: intelligently analyze the collected current and residual current data, filter unreasonable data, and calculate the relative value of residual current. (2) Statistical analysis process: introduce statistical principles to analyze the change characteristics of the relative value of residual current, and find the average value and standard deviation of the relative value of residual current in different time periods; (3) Dynamic adjustment process: consider the relative value of residual current to reflect According to the periodicity of daily and weekly changes, the alarm threshold is determined according to the average value and standard deviation of the relative value of the residual current, and the alarm threshold is dynamically adjusted in real time; (4) Real-time alarm process: judging whether the alarm should be detected is no longer based on a detection value Exceeding the alarm setting value is the criterion, but taking n (eg n=3) consecutive detection values exceeding the alarm setting value as the criterion. In addition, when the relative value of the residual current used to determine the alarm threshold is 0, the load current must also be included in the judgment. How each process works is described in detail below.
(1)智能学习过程(Intelligent-Learn),智能学习分为初始智能学习以及之后的实时智能学习。(1) Intelligent-Learn process (Intelligent-Learn), intelligent learning is divided into initial intelligent learning and subsequent real-time intelligent learning.
初始智能学习时间为第1天的24小时,对于每一个被保护回路,每秒钟采集3个负荷电流数据(每相1个)和1个剩余电流数据;第二天继续智能学习1小时,此时初始智能学习全部完成。The initial intelligent learning time is 24 hours on the first day. For each protected circuit, 3 load current data (1 for each phase) and 1 residual current data are collected per second; continue intelligent learning for 1 hour on the second day, At this point, the initial intelligent learning is all completed.
可选地,为了保证数据的合理性,对于初始智能学习24小时获得的负荷电流和剩余电流数据,执行下面过程:Optionally, in order to ensure the rationality of the data, the following process is performed for the load current and residual current data obtained in the 24 hours of initial intelligent learning:
A1、过滤掉不合理的三相负荷电流和剩余电流数据;A1. Filter out unreasonable three-phase load current and residual current data;
B1、过滤掉不合理的三相负荷电流和剩余电流数据之后,留下的空缺根据不合理数据前后各1个合理数据,根据空缺的数量,采用插值法求得后补充,保证数据数量的完整。B1. After filtering out the unreasonable three-phase load current and residual current data, the vacancy left is based on one reasonable data before and after the unreasonable data, and according to the number of vacancies, interpolation method is used to obtain and supplement to ensure the integrity of the data quantity .
剩余电流相对值是指同时刻剩余电流值与三相负荷电流相量和的比值,如下式所示:The relative value of the residual current refers to the ratio of the residual current value to the phasor sum of the three-phase load current at the same moment, as shown in the following formula:
式中:In the formula:
RRC——剩余电流相对值;R RC ——relative value of residual current;
IRC——被保护回路的剩余电流测试值,(mA);I RC - residual current test value of the protected circuit, (mA);
——被保护回路三相负荷电流的相量值,(A)。 ——The phasor value of the three-phase load current of the protected circuit, (A).
可选地,为了保证数据的合理性,计算剩余电流相对值做如下考虑:Optionally, in order to ensure the rationality of the data, the calculation of the relative value of the residual current takes the following considerations:
A2、对于采集数据,如果连续3组以上三相负荷电流大小完全相等,对应时刻的连续3个剩余电流值大于零,则不再计算剩余电流相对值,保存对应时刻的剩余电流值作为参考判断值;A2. For the collected data, if three or more groups of three-phase load currents are completely equal in magnitude and three consecutive residual current values at the corresponding time are greater than zero, the relative value of the residual current will not be calculated, and the residual current value at the corresponding time will be saved as a reference judgment value;
B2、对于采集数据,不管三相负荷电流的合成值为多少,只要剩余电流值为零,则剩余电流相对值为零;B2. For the collected data, no matter how much the combined value of the three-phase load current is, as long as the residual current value is zero, the relative value of the residual current is zero;
C2、考虑不同时间段剩余电流的特性,分时间段过滤掉不合理的剩余电流相对值数据之后,留下的空缺根据不合理数据前后各1个合理数据,根据空缺的数量,采用插值法求得后补充,保证数据数量的完整。C2. Considering the characteristics of residual current in different time periods, after filtering out the unreasonable relative value data of residual current in different time periods, the gaps left are calculated according to the number of gaps and one reasonable data before and after the unreasonable data. Supplement later to ensure the integrity of the data quantity.
初始智能学习的前提是配电系统在此过程中运行正常,不存在出现异常剩余电流的可能,这样才能保证智能学习所获得的数据可以作为判断异常的基础参考数据。The premise of initial intelligent learning is that the power distribution system operates normally during this process, and there is no possibility of abnormal residual current, so as to ensure that the data obtained by intelligent learning can be used as the basic reference data for judging abnormalities.
实时智能学习包括:第2天的第2~24小时,每秒钟都进行4个电流数据的采集,生成剩余电流相对值;第3天的24小时,每秒钟都进行4个电流数据的采集,生成剩余电流相对值;……;第7天的24小时,每秒钟都进行4个电流数据的采集,生成剩余电流相对值;第8天第1小时,每秒钟都进行4个电流数据的采集,生成剩余电流相对值;第8天第2小时采集的数据开始替换第1天第1小时的数据,总共存储7天零1小时的数据。Real-time intelligent learning includes: from the 2nd to 24th hours of the second day, collect 4 current data every second to generate the relative value of residual current; during the 24 hours on the third day, collect 4 current data every second Collect and generate the relative value of residual current; ...; 24 hours on the 7th day, collect 4 current data every second to generate the relative value of residual current; The collection of current data generates the relative value of residual current; the data collected at the 2nd hour of the 8th day begins to replace the data of the 1st hour of the first day, and a total of 7 days and 1 hour of data are stored.
(2)统计分析过程(Statistics-Analysis)(2) Statistical Analysis Process (Statistics-Analysis)
A3、根据初始智能学习得到的24小时内所有计算所得的剩余电流相对值,获得第1天第1小时的剩余电流相对值的平均值和标准差σh1/d1;获得第1天第2个小时的剩余电流相对值的平均值和标准差σh2/d1;……;直到第1天第24小时的剩余电流相对值的平均值和标准差σh24/d1;A3. According to the relative value of residual current calculated within 24 hours obtained by the initial intelligent learning, the average value of the relative value of residual current in the first hour of the first day is obtained and standard deviation σ h1/d1 ; obtain the average value of the relative value of the residual current on the first day and the second hour and standard deviation σ h2/d1 ; ...; the average value of the relative value of the residual current until the 1st day and the 24th hour and standard deviation σ h24/d1 ;
B3、获得第1天24小时内所有剩余电流相对值的标准差σd1;B3. Obtain the standard deviation σ d1 of all residual current relative values within 24 hours on the first day;
C3、获得第2天第1小时的剩余电流相对值的平均值和标准差σh1/d2;获得第2天第2小时的剩余电流相对值的平均值和标准差σh2/d2;……;直到第2天第24小时的剩余电流相对值的平均值和标准差σh24/d2;C3. Obtain the average value of the relative value of residual current in the first hour of the second day and standard deviation σ h1/d2 ; obtain the average value of the relative value of the residual current at the 2nd hour on the 2nd day and standard deviation σ h2/d2 ; ...; the average value of the relative value of residual current until the 2nd day and 24th hour and standard deviation σ h24/d2 ;
D3、获得第2天24小时内所有剩余电流相对值的标准差σd2;采用A3-D3同样的方法获得第3、4、5、6天的相关统计学参数;D3. Obtain the standard deviation σ d2 of all residual current relative values within 24 hours on the second day; use the same method as A3-D3 to obtain relevant statistical parameters on the 3rd, 4th, 5th, and 6th days;
E3、获得第7天第1小时的剩余电流相对值的平均值和标准差σh1/d7;获得第7天第2小时的剩余电流相对值的平均值和标准差σh2/d7;……;直到第7第24小时的剩余电流相对值的平均值和标准差σh24/d7;E3. Obtain the average value of the relative value of the residual current in the 1st hour on the 7th day and standard deviation σ h1/d7 ; obtain the average value of the relative value of the residual current at the 2nd hour on the 7th day and standard deviation σ h2/d7 ; ...; the average value of the relative value of the residual current until the 7th and 24th hours and standard deviation σ h24/d7 ;
F3、获得第7天24小时内所有剩余电流相对值的标准差σd7。F3. Obtain the standard deviation σ d7 of all residual current relative values within 24 hours on the seventh day.
其中,第1个小时内剩余电流相对值的平均值和标准差σh1/d1以及24小时内nd个剩余电流相对值的标准差σd1的具体计算公式如下,其余公式依此类推,此处不再重复列出。Among them, the average value of the relative value of residual current in the first hour The specific calculation formulas for the standard deviation σ h1/d1 and the standard deviation σ d1 of the relative values of n d residual currents within 24 hours are as follows, and the rest of the formulas can be deduced in the same way, and will not be repeated here.
式中:In the formula:
nh——理论上每小时采集一组数据(1个剩余电流和三相电流)的次数;n h —— theoretically collect a set of data per hour (1 residual current and three-phase current) times;
nd——理论上每天24小时采集一组数据(1个剩余电流和三相电流)的次数;n d —— theoretically, the number of times to collect a set of data (1 residual current and three-phase current) in 24 hours a day;
——第1天第1个小时所有计算获得的剩余电流相对值的平均值; - the average value of the relative values of residual current obtained from all calculations at the first hour on the first day;
——第1天24小时所有计算获得的剩余电流相对值的平均值; - the average value of the relative values of residual current obtained by all calculations in 24 hours on the first day;
σh1/d1——第1天第1个小时所有计算获得的剩余电流相对值的标准差;σ h1/d1 ——Standard deviation of all calculated residual current relative values obtained in the first hour of the first day;
σd1——第1天24小时所有计算获得的剩余电流相对值的标准差。σ d1 ——Standard deviation of all calculated residual current relative values in 24 hours on the first day.
(3)动态调整过程(Dynamic-Adjusting)(3) Dynamic adjustment process (Dynamic-Adjusting)
A4、将(和σh1/d2)与(和σh1/d1)进行一致性比较(看看差别是否在一个范围内,如果是,则满足一致性要求);A4, will ( and σ h1/d2 ) and ( and σ h1/d1 ) for consistency comparison (see if the difference is within a range, if yes, the consistency requirement is met);
如果满足一致性要求,则第2天第1小时后第1个报警阈值如下:If the consistency requirements are met, the first alarm threshold after the first hour on the second day is as follows:
如果不满足一致性要求,则第2天第1小时后第1个报警阈值如下:If the consistency requirements are not met, the first alarm threshold after the first hour on the second day is as follows:
以此类推,得到第2天第1个小时的所有报警阈值;By analogy, all the alarm thresholds of the first hour of the second day are obtained;
B4、将(和σh2/d2)与(和σh2/d1)进行一致性比较,B4, will ( and σ h2/d2 ) and ( and σ h2/d1 ) for consistency comparison,
如果满足一致性要求,则第2天第2小时后第1个报警阈值如下:If the consistency requirements are met, the first alarm threshold after the second hour on the second day is as follows:
如果不满足一致性要求,则第2天第1小时后第1个报警阈值如下:If the consistency requirements are not met, the first alarm threshold after the first hour on the second day is as follows:
以此类推,得到第2天第2个小时的所有报警阈值;By analogy, all alarm thresholds of the 2nd hour of the 2nd day are obtained;
...... …
以此类推,得到第2天24小时的所有报警阈值;By analogy, all alarm thresholds of the 24 hours on the second day are obtained;
C4、第3天开始后,平均值和标准差比较的对象变为第2天的数据;通过a和b同样的方法得到第3-7天每个小时内的所有报警阈值;C4. After the beginning of the 3rd day, the object of comparison of the average value and standard deviation becomes the data of the 2nd day; through the same method as a and b, all alarm thresholds in each hour of the 3rd-7th day are obtained;
D4、进入第8天,将(和σh1/d8)分别与(和σh1/d7)以及(和σh1/d1)进行一致性比较;D4, enter the 8th day, will ( and σ h1/d8 ) and ( and σ h1/d7 ) and ( and σ h1/d1 ) for consistency comparison;
如果(和σh1/d8)与(和σh1/d7)的一致性更好,则第8天第1小时后第1个报警阈值如下:if( and σ h1/d8 ) and ( and σ h1/d7 ), the first alarm threshold after the 1st hour on the 8th day is as follows:
如果(和σh1/d8)与(和σh1/d1)的一致性更好,则第8天第1小时后第1个报警阈值如下:if( and σ h1/d8 ) and ( and σ h1/d1 ), the first alarm threshold after the 1st hour on the 8th day is as follows:
如果两个一致性都不好,则第8天第1小时后第1个报警阈值如下:If both consistency is not good, the first alarm threshold after the 1st hour on the 8th day is as follows:
以此类推,得到第8天第1个小时的所有报警阈值;By analogy, all alarm thresholds of the first hour on the eighth day are obtained;
程序必须存储至少7天零1小时的数据,也就是7nd+nh个剩余电流相对值,之后每获得一个新的剩余电流相对值,则替换掉最早1个剩余电流相对值数据。The program must store at least 7 days and 1 hour of data, that is, 7n d +n h relative values of residual current, and then replace the earliest relative value of residual current each time a new relative value of residual current is obtained.
……...
以此类推,得到第8天第2个小时的所有报警阈值……;循环下去。By analogy, all the alarm thresholds of the 8th day and the 2nd hour are obtained...; the cycle continues.
(4)实时报警过程(Real-time-Alarming):(4) Real-time alarm process (Real-time-Alarming):
如果计算获得的剩余电流相对值大于确定的报警阈值,则停止实时更新报警阈值,继续判断下一个剩余电流相对值是否大于报警阈值,如果连续3个剩余电流相对值均大于报警阈值,则报警。If the calculated relative value of residual current is greater than the determined alarm threshold, stop updating the alarm threshold in real time and continue to judge whether the next relative value of residual current is greater than the alarm threshold. If three consecutive relative values of residual current are greater than the alarm threshold, an alarm will be issued.
如果监控时间点的报警阈值中剩余电流相对值部分的数值小于设定数值,且监控时间点的剩余电流相对值大于报警阈值,则继续更新报警阈值;当在监控时间点之后连续的N个剩余电流相对值均大于报警阈值时,则报警,否则不报警。这种情况所考虑的是负荷切换的情况,N与数据的采样频率和负荷切换过程的长短有关。If the value of the relative value of the residual current in the alarm threshold at the monitoring time point is less than the set value, and the relative value of the residual current at the monitoring time point is greater than the alarm threshold, then continue to update the alarm threshold; when N consecutive residual currents after the monitoring time point When the current relative values are greater than the alarm threshold, an alarm will be issued, otherwise no alarm will be issued. In this case, the situation of load switching is considered, and N is related to the sampling frequency of data and the length of the load switching process.
如果监控时刻的三相负荷电流均为零或者完全相等,不再以剩余电流相对值为报警阈值,而是以剩余电流值为报警判断值,如果剩余电流值超过设定值,则报警,否则不报警。If the three-phase load currents at the monitoring moment are all zero or completely equal, the relative value of the residual current is no longer used as the alarm threshold, but the residual current value is used as the alarm judgment value. If the residual current value exceeds the set value, an alarm will be issued, otherwise Do not call the police.
采用本实施例的方法后,报警阈值随着正常剩余电流的变化而变化,其报警原理如图4所示。可以看出,报警阈值随着正常剩余电流的变化而变化,但相对报警灵敏度保持一致。图5为本发明实施例的方法的详细流程图。After adopting the method of this embodiment, the alarm threshold changes with the change of the normal residual current, and the alarm principle is shown in FIG. 4 . It can be seen that the alarm threshold varies with the normal residual current, but the relative alarm sensitivity remains consistent. Fig. 5 is a detailed flowchart of the method of the embodiment of the present invention.
需要声明的是:上述具体的实现过程仅用于对本发明进行说明,而不用于对权利要求的保护范围进行限定。上述具体实现过程中,报警阈值所依据的剩余电流相对值以及标准差可以是以一天为周期,也可以是半天,甚至是一小时;存储的数据也可以是存储一周、半个月、甚至一个月的数据等等。凡是基于本发明思想的各种变形都属于本发明权利要求的保护范围。It should be declared that: the above specific implementation process is only used to illustrate the present invention, and is not used to limit the protection scope of the claims. In the above specific implementation process, the relative value and standard deviation of the residual current on which the alarm threshold is based can be based on one day, or half a day, or even one hour; the stored data can also be stored for a week, half a month, or even an hour. monthly data, etc. All the various modifications based on the idea of the present invention belong to the protection scope of the claims of the present invention.
实施例2:Example 2:
本实施例提供一种剩余电流监控报警系统与探测控制器,图6为本实施例的系统原理图。如图6所示,本实施例的系统包括:集中控制器、总线隔离器、探测控制器、电流探测器以及剩余电流探测器;集中控制器通过总线隔离器连接探测控制器;探测控制器连接所述电流探测器和剩余电流探测器。This embodiment provides a residual current monitoring and alarm system and a detection controller, and FIG. 6 is a schematic diagram of the system of this embodiment. As shown in Figure 6, the system of this embodiment includes: a centralized controller, a bus isolator, a detection controller, a current detector and a residual current detector; the centralized controller is connected to the detection controller through the bus isolator; the detection controller is connected to The current detector and residual current detector.
其中:本实施例的电流探测器,用于采集三相负荷电流;剩余电流探测器,用于采集剩余电流;探测控制器,用于根据采集的负荷电流值和剩余电流值,生成并存储每个采集时间点的剩余电流相对值;对预设时长内的多个剩余电流相对值进行统计分析,生成并存储所述多个剩余电流相对值的统计学参数;根据监控时间点之前存储的所述剩余电流相对值和所述统计学参数,生成监控时间点的报警阈值;根据生成的报警阈值对所述监控回路的剩余电流进行监控报警。Among them: the current detector in this embodiment is used to collect the three-phase load current; the residual current detector is used to collect the residual current; the detection controller is used to generate and store each relative values of residual current at each collection time point; perform statistical analysis on a plurality of relative values of residual current within a preset period of time, generate and store the statistical parameters of the plurality of relative values of residual current; The relative value of the residual current and the statistical parameters are used to generate an alarm threshold at the monitoring time point; and the residual current of the monitoring loop is monitored and alarmed according to the generated alarm threshold.
再次参考图6,其中:总线隔离器,用于在当总线发生故障时,将发生故障的总线部分与整个系统隔离开来,以保证系统的其它部分能够正常工作;电流探测器和剩余电流探测器即电流互感器,用以检测低压配电系统的A、B、C三相负荷电流和剩余电流,并将检测到的数值传送至探测控制器;集中控制器和探测控制器是剩余电流式电气火灾监控系统最为核心的部件。主回路探测控制器与支回路探测控制器并无本质的区别,只是因为安装位置不同,主回路探测器控制器安装在配电系统总配电柜处,支路探测控制器则安装在配电系统支路配电箱处。集中控制器类似于火灾报警系统的集中控制器,具有汇集所有相关设备信号和远程控制的功能,同时是人机交互和参数设定的主要平台。探测控制器接受电流和剩余电流信号,判断是否报警,将信号通过总线传送至集中控制器,并在必要时执行脱扣功能。各回路的探测控制器独立工作,该探测控制器能够实现实施例1的方法。Referring again to Fig. 6, wherein: the bus isolator is used to isolate the failed bus part from the whole system when the bus fails, so as to ensure that other parts of the system can work normally; the current detector and the residual current detection The device is the current transformer, which is used to detect the A, B, C three-phase load current and residual current of the low-voltage power distribution system, and transmit the detected value to the detection controller; the centralized controller and the detection controller are residual current type The core component of the electrical fire monitoring system. There is no essential difference between the main circuit detection controller and the branch circuit detection controller, but because of the different installation locations, the main circuit detection controller is installed at the main distribution cabinet of the power distribution system, and the branch circuit detection controller is installed at the power distribution At the branch distribution box of the system. The centralized controller is similar to the centralized controller of the fire alarm system. It has the function of collecting all related equipment signals and remote control, and is the main platform for human-computer interaction and parameter setting. The detection controller receives current and residual current signals, judges whether to alarm, transmits the signal to the centralized controller through the bus, and executes the tripping function when necessary. The detection controllers of each loop work independently, and the detection controllers can implement the method of
图7为本实施例的探测控制器的功能框图。如图7所示,该探测控制器70包括:采集处理单元701,用于根据采集的三相负荷电流值和剩余电流值,生成并存储每个采集时间点的剩余电流相对值;统计分析单元702,用于对预设时长内的多个剩余电流相对值进行统计分析,生成并存储所述多个剩余电流相对值的统计学参数;阈值生成单元703,用于根据监控时间点之前存储的所述剩余电流相对值和所述统计学参数,生成监控时间点的报警阈值;监控报警单元704,用于根据生成的报警阈值对所述监控回路的剩余电流进行监控报警。FIG. 7 is a functional block diagram of the detection controller of this embodiment. As shown in Figure 7, the
可选地,本实施例的预设时长包括一天,统计学参数包括一天内多个剩余电流相对值的标准差;本实施例的阈值生成单元703包括(如图8所示):第一生成单元801,用于根据前一天多个采集时间点的剩余电流相对值和前一天的标准差,生成当天相应的监控时间点的报警阈值;第二生成单元802,用于根据当天监控时间点之前的剩余电流相对值和前一天的标准差,生成当天相应的监控时间点的报警阈值;第三生成单元803,用于根据上周同一天的多个采集时间点的剩余电流相对值和上周同一天的标准差,生成当天相应的监控时间点的报警阈值。Optionally, the preset duration in this embodiment includes one day, and the statistical parameters include the standard deviation of multiple residual current relative values in one day; the
可选地,预设时长还包括一天内的多个细分时段,统计学参数还包括每个细分时段内的多个剩余电流相对值的平均值和标准差;阈值生成单元703还包括(如图8所示):确定单元804,用于根据所述细分时段的统计学参数特性,确定用于生成监控时间点的报警阈值的剩余电流相对值和标准差,从所述第一生成单元、第二生成单元以及所述第三生成单元中选择一个来生成所述报警阈值。Optionally, the preset duration also includes a plurality of subdivision periods in one day, and the statistical parameters also include the average value and standard deviation of a plurality of residual current relative values in each subdivision period; the
可选地,监控报警单元704,用于当所述监控时间点的剩余电流相对值大于所述报警阈值时,停止更新报警阈值,继续判断下一个监控时间点的剩余电流相对值是否大于报警阈值,如果连续n个剩余电流相对值均大于报警阈值,则报警,其中n为正整数。Optionally, the
可选地,本实施例的报警阈值为剩余电流相对值与标准差之和;或者,所述报警阈值为剩余电流相对值与标准差的整数倍之和。可选地,本实施例的剩余电流相对值为所述剩余电流值与所述三相负荷电流向量和的比值。Optionally, the alarm threshold in this embodiment is the sum of the relative value of the residual current and the standard deviation; or, the alarm threshold is the sum of the relative value of the residual current and the integer multiple of the standard deviation. Optionally, the relative value of the residual current in this embodiment is a ratio of the residual current value to the vector sum of the three-phase load currents.
本实施例的探测控制器的具体控制原理在实施例1中已经进行了详细的描述,本实施例不再重复。The specific control principle of the detection controller in this embodiment has been described in detail in
以上实施例仅用以说明本发明实施例的技术方案,而非对其限制;尽管参照前述实施例对本发明实施例进行了详细的说明,本领域的普通技术人员应当理解:其依然可以对前述各实施例所记载的技术方案进行修改,或者对其中部分技术特征进行等同替换;而这些修改或者替换,并不使相应技术方案的本质脱离本发明实施例各实施例技术方案的精神和范围。The above embodiments are only used to illustrate the technical solutions of the embodiments of the present invention, and are not intended to limit them; although the embodiments of the present invention have been described in detail with reference to the foregoing embodiments, those of ordinary skill in the art should understand that: it can still understand the foregoing The technical solutions recorded in each embodiment are modified, or some of the technical features are replaced equivalently; and these modifications or replacements do not make the essence of the corresponding technical solutions deviate from the spirit and scope of the technical solutions of the embodiments of the present invention.
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