CN103267912B - A kind of direct current transportation wall bushing risk evaluating system and methods of risk assessment - Google Patents
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Abstract
本发明公开一种直流输电穿墙套管风险评估系统,其包括:预防性试验仪器、在线监测装置、移动装置、风险评估中心以及通讯装置;并同时公开了一种基于上述系统的风险评估方法,该方法包括以下步骤:(1)提取直流输电穿墙套管风险评估的特征量;(2)提取直流输电穿墙套管风险评估的特征量;(3)建立直流输电穿墙套管风险评估的风险发生概率;(4)建立直流输电穿墙套管的风险发生概率和故障模式之间的关联矩阵;(5)建立直流输电穿墙套管风险评估方法的风险评价。本发明基于预防性试验、在线监测数据、巡视数据进行系统的直流输电穿墙套管的风险评估,同时突破目前单一针对预防性试验或在线监测数据或人工巡视数据进行的风险评估,提高直流系统运行可靠率。
The invention discloses a risk assessment system for DC transmission wall bushings, which includes: preventive test instruments, online monitoring devices, mobile devices, risk assessment centers and communication devices; and at the same time discloses a risk assessment method based on the above system , the method includes the following steps: (1) extracting the characteristic quantity of the risk assessment of the DC transmission wall bushing; (2) extracting the characteristic quantity of the risk assessment of the DC transmission wall bushing; (3) establishing the risk assessment of the DC transmission wall bushing (4) Establish the correlation matrix between the risk occurrence probability and the failure mode of the DC transmission wall bushing; (5) Establish the risk evaluation of the risk assessment method for the DC transmission wall bushing. The present invention carries out the risk assessment of the DC transmission wall bushing based on the preventive test, online monitoring data, and inspection data, and at the same time breaks through the current risk assessment only for preventive tests or online monitoring data or manual inspection data, and improves the DC system. operational reliability.
Description
技术领域technical field
本发明涉及直流系统检修技术领域,具体涉及一种直流输电穿墙套管风险评估系统以及采用该风险评估系统进行风险评估的方法。The invention relates to the technical field of DC system maintenance, in particular to a risk assessment system for DC transmission wall bushings and a risk assessment method using the risk assessment system.
背景技术Background technique
由于目前国内存在经济发展和能源分布不均的问题,为实现能源的大范围转移和合理利用,国内发展了以±500kV和±800kV为主干网的高压直流输电网络。相对传统交流输电技术而言其主要优点有:Due to the current problems of economic development and uneven energy distribution in China, in order to realize the large-scale transfer and rational utilization of energy, a high-voltage direct current transmission network with ±500kV and ±800kV as the backbone network has been developed in China. Compared with traditional AC transmission technology, its main advantages are:
(1)线路造价低。对于交流架空输电线采用三根导线,而直流采用两根导线,能节省大量的线路建设费用。(1) The line cost is low. Three conductors are used for AC overhead transmission lines, while two conductors are used for DC, which can save a lot of line construction costs.
(2)年电能损失小。直流架空输电线两根导线电阻损耗比交流输电小;没有感抗和容抗的无功损耗;没有集肤效应,导线的截面利用充分。此外,直流架空线路的空间电荷效应使其电晕损耗和无线电干扰都比交流线路小。因此直流架空输电线路在线路建设初投资和年运行费用上均较交流经济。(2) The annual power loss is small. The resistance loss of the two conductors of the DC overhead transmission line is smaller than that of the AC transmission line; there is no reactive power loss of inductive reactance and capacitive reactance; there is no skin effect, and the cross-section of the conductor is fully utilized. In addition, the space charge effect of the DC overhead line makes its corona loss and radio interference smaller than that of the AC line. Therefore, DC overhead transmission lines are more economical than AC in terms of initial investment in line construction and annual operating costs.
(3)不存在系统稳定问题,可实现电网的非同期互联,而交流电力系统中所有的同步发电机都保持同步运行。直流输电的输送容量和距离不受同步运行稳定性的限制,还可连接两个不同频率的系统,实现非同期联网,提高系统的稳定性。(3) There is no system stability problem, and the asynchronous interconnection of the power grid can be realized, while all synchronous generators in the AC power system maintain synchronous operation. The transmission capacity and distance of DC transmission are not limited by the stability of synchronous operation, and it can also connect two systems with different frequencies to realize non-synchronous networking and improve system stability.
(4)限制短路电流。连接两个交流系统引起短路容量增大,甚至更换断路器或增设限流装置。然而用直流输电线路连接两个交流系统,直流系统的“定电流控制”将快速把短路电流限制在额定功率附近,短路容量不因互联而增大。(4) Limit the short-circuit current. Connecting two AC systems causes the short-circuit capacity to increase, and even replace the circuit breaker or add a current limiting device. However, if two AC systems are connected by a DC transmission line, the "constant current control" of the DC system will quickly limit the short-circuit current to near the rated power, and the short-circuit capacity will not increase due to interconnection.
(5)调节快速,运行可靠。直流输电通过可控硅换流器能快速调整有功功率,实现潮流翻转,在正常时能保证稳定输出,在事故情况下,可实现健全系统对故障系统的紧急支援,也能实现振荡阻尼和次同步振荡的抑制。然而在交直流线路并列运行时,若交流线路发生短路,可短暂增大直流输送功率以减少发电机转子加速,提高系统的可靠性。(5) Fast adjustment and reliable operation. The DC transmission can quickly adjust the active power through the thyristor converter, realize the reversal of the power flow, and ensure stable output under normal conditions. In the event of an accident, it can realize the emergency support of the sound system to the faulty system, and can also realize oscillation damping and secondary Inhibition of synchronous oscillations. However, when the AC and DC lines are running in parallel, if the AC line is short-circuited, the DC transmission power can be temporarily increased to reduce the acceleration of the generator rotor and improve the reliability of the system.
(6)没有电容充电电流。直流线路稳态时无电容电流,沿线电压分布平稳,无空、轻载时交流长线受端及中部发生电压异常升高的现象,因此无需并联电抗补偿。(6) There is no capacitor charging current. There is no capacitive current in the steady state of the DC line, and the voltage distribution along the line is stable. When there is no empty or light load, the voltage at the receiving end and the middle of the AC long line will increase abnormally, so there is no need for parallel reactance compensation.
(7)节省线路走廊。按同电压500kV考虑,一条直流和交流输电线路的走廊分别约为40m和50m,而直流传输效率约为交流2倍。(7) Save line corridors. Considering the same voltage of 500kV, the corridors of a DC and AC transmission line are about 40m and 50m respectively, and the DC transmission efficiency is about twice that of AC.
直流输电穿墙套管作为直流输电换流站的重要一次主设备,实现了室内换流阀设备与室外直流场设备的连接,其本身的运行风险评估对保障直流系统的安全可靠运行有着重要的意义。As an important primary equipment of the DC transmission station, the DC transmission wall bushing realizes the connection between the indoor converter valve equipment and the outdoor DC field equipment. Its own operation risk assessment plays an important role in ensuring the safe and reliable operation of the DC system. significance.
目前分析直流穿墙套状态的方法有预防性试验、在线监测和历史资料。预防性试验主要测量套管导杆对末屏的绝缘电阻、电容量和介损值,末屏对地的绝缘电阻、电容量和介损值,SF6的密度、压力和微水含量;在线监测主要开展套管末屏的电容量和介损、SF6的密度、压力和微水含量;历史资料主要基于设备制造工艺水平、家族性缺陷、故障案例、缺陷分析等历史性数据。然而预防性试验、在线监测和历史资料目前作为独立的评价体系进行直流穿墙的健康状态评估,对于基于基础数据的直流输电穿墙套管的风险评估目前尚未开展。因此建立系统性的直流输电穿墙套管风险评估系统,对提高直流系统运行可靠率及保障持续稳定的能源供给有着重要的意义,促进了国民经济的持续稳定增长。At present, the methods for analyzing the status of DC wall bushings include preventive tests, on-line monitoring and historical data. The preventive test mainly measures the insulation resistance, capacitance and dielectric loss value of the bushing guide rod to the final screen, the insulation resistance, capacitance and dielectric loss value of the final screen to the ground, and the density, pressure and micro-water content of SF 6 ; online The monitoring is mainly carried out on the capacitance and dielectric loss of the casing end screen, the density, pressure and moisture content of SF6 ; the historical data is mainly based on historical data such as equipment manufacturing process level, familial defects, fault cases, and defect analysis. However, preventive tests, on-line monitoring and historical data are currently used as independent evaluation systems to assess the health status of DC through-walls, and the risk assessment of DC through-wall bushings based on basic data has not yet been carried out. Therefore, the establishment of a systematic risk assessment system for wall-piercing bushings of DC transmission is of great significance for improving the reliability of DC system operation and ensuring continuous and stable energy supply, and promoting the sustained and stable growth of the national economy.
发明内容Contents of the invention
本发明的目的在于克服现有分别基于预防性试验、在线监测和历史资料进行直流输电穿墙套管风险评估存在的片面性,同时提高直流系统运行可靠率,提供一种直流输电穿墙套管风险评估系统以及采用该风险评估系统进行风险评估的方法。The purpose of the present invention is to overcome the one-sidedness of the existing risk assessment of DC transmission wall bushings based on preventive tests, on-line monitoring and historical data, and at the same time improve the operation reliability of the DC system, and provide a DC transmission wall bushing risk An assessment system and a risk assessment method using the risk assessment system.
为实现以上目的,本发明采取了以下的技术方案:To achieve the above object, the present invention has taken the following technical solutions:
一种直流输电穿墙套管风险评估系统,其包括:用于对直流输电穿墙套管进行预防性试验的预防性试验仪器;用于对直流输电穿墙套管进行在线监测的在线监测装置;用于对直流输电穿墙套管进行巡视的移动装置;用于对直流输电穿墙套管的风险进行分析的风险评估中心;以及用于将所述预防性试验仪器获取的预防性试验数据、在线监测装置获取的在线监测数据、移动装置记录的巡视数据上传的家族性缺陷数据均发送至风险评估中心的通讯装置。A risk assessment system for direct current transmission wall bushings, which includes: a preventive test instrument for conducting preventive tests on direct current transmission wall bushings; an online monitoring device for on-line monitoring of direct current transmission wall bushings ; a mobile device for inspecting the direct current transmission wall bushing; a risk assessment center for analyzing the risks of the direct current transmission wall bushing; and the preventive test data obtained by the preventive test instrument , the online monitoring data obtained by the online monitoring device, the inspection data recorded by the mobile device, and the familial defect data uploaded are all sent to the communication device of the risk assessment center.
所述通讯装置包括与预防性试验仪器的输出端相连的第一无线收发模块、与在线监测装置的输出端相连的第二无线收发模块、与移动装置的输出端相连的第三无线收发模块、以及与风险评估中心的输入端相连的第四无线收发模块,所述第一无线收发模块、第二无线收发模块、第三无线收发模块均与第四无线收发模块通过无线网络进行数据传输。The communication device includes a first wireless transceiver module connected to the output end of the preventive test instrument, a second wireless transceiver module connected to the output end of the online monitoring device, a third wireless transceiver module connected to the output end of the mobile device, And a fourth wireless transceiver module connected to the input terminal of the risk assessment center, the first wireless transceiver module, the second wireless transceiver module, and the third wireless transceiver module all perform data transmission with the fourth wireless transceiver module through a wireless network.
所述预防性试验仪器包括连接于直流输电穿墙套管和第一无线收发模块之间的介损测试仪、气体组分分析仪、微水测量仪、温度测量仪、气压测量仪、直流电阻测量仪、污秽测量仪。The preventive test instrument includes a dielectric loss tester connected between the DC transmission wall bushing and the first wireless transceiver module, a gas component analyzer, a micro-water measuring instrument, a temperature measuring instrument, an air pressure measuring instrument, a DC resistance Measuring instrument, pollution measuring instrument.
所述在线监测装置包括连接于直流输电穿墙套管和第二无线收发模块之间的环境温度在线监测仪、环境湿度在线监测仪、表面污秽在线监测仪、末屏的电容量和介损在线监测仪、SF6的密度在线监测仪、压力在线监测仪、微水含量在线监测仪和气体组分在线监测仪。The online monitoring device includes an online environmental temperature monitor, an online environmental humidity monitor, an online surface pollution monitor, and an online capacitance and dielectric loss online monitor connected between the DC transmission wall bushing and the second wireless transceiver module. Monitors, SF 6 density on-line monitors, pressure on-line monitors, micro-moisture content on-line monitors and gas composition on-line monitors.
所述第一无线收发模块、第二无线收发模块、第三无线收发模块和第四无线收发模块均为GPRS模块,且第三无线收发模块集成于移动装置中。The first wireless transceiver module, the second wireless transceiver module, the third wireless transceiver module and the fourth wireless transceiver module are all GPRS modules, and the third wireless transceiver module is integrated in the mobile device.
采用所述的直流输电穿墙套管风险评估系统进行风险评估的方法,其包括以下步骤:The method for risk assessment using the DC transmission wall bushing risk assessment system includes the following steps:
(1)根据预防性试验数据、在线监测数据、巡视数据,提取直流输电穿墙套管风险评估的特征量,将所述特征量值形成向量C,所述向量C为1×B维向量,B为直流输电穿墙套管风险评估的特征量总数;(1) According to the preventive test data, online monitoring data, and inspection data, extract the feature quantity of the risk assessment of the DC transmission wall bushing, and form the feature quantity value into a vector C, and the vector C is a 1×B-dimensional vector, B is the total number of characteristic quantities for risk assessment of DC transmission wall bushing;
(2)基于直流输电穿墙套管的组成功能,建立了针对套管芯子单元、电容芯子单元、末屏单元、均压环单元、硅橡胶外套单元、SF6气体单元的故障类型,所述故障类型包括功能代码、故障模式代码、故障描述;(2) Based on the composition and function of the DC transmission wall bushing, the fault types for the bushing core unit, capacitor core unit, end screen unit, pressure equalizing ring unit, silicone rubber jacket unit, and SF 6 gas unit are established, The fault type includes a function code, a fault mode code, and a fault description;
(3)根据直流输电穿墙套管风险评估的特征量,建立直流输电穿墙套管风险评估的风险发生概率;将向量C的各特征量Cj的注意值分为上限值aj或下限值bj,分别采用风险发生概率的计算式如式(1)和(2),并形成风险发生概率向量D,所述风险发生概率向量D为1×B维向量;(3) According to the characteristic quantity of the risk assessment of the DC transmission wall bushing, the risk occurrence probability of the risk assessment of the DC transmission wall bushing is established; the attention value of each characteristic quantity C j of the vector C is divided into the upper limit value a j or The lower limit value b j adopts the calculation formulas of risk occurrence probability such as formulas (1) and (2) respectively, and forms a risk occurrence probability vector D, which is a 1×B-dimensional vector;
(4)根据直流输电穿墙套管风险评估的特征量建立的风险发生概率,结合特征量和故障模式的关系建立关联矩阵M,其大小为E×B,其中E表示故障模式的总数,其关联矩阵M的元素Mij的计算方法如式(3):(4) According to the risk occurrence probability established by the characteristic quantity of the risk assessment of the DC transmission wall bushing, and combining the relationship between the characteristic quantity and the failure mode, the correlation matrix M is established, and its size is E×B, where E represents the total number of failure modes, where The calculation method of the element M ij of the incidence matrix M is as formula (3):
式中Dj和Di分别表示第j和i种风险发生概率向量的分量,i和j皆为正整数且1≤i≤E,1≤j≤B;In the formula, D j and D i represent the components of the j-th and i-th risk occurrence probability vectors respectively, and both i and j are positive integers and 1≤i≤E, 1≤j≤B;
(5)根据直流输电穿墙套管风险评估的特征量、风险发生概率和关联矩阵,建立针对套管芯子单元、电容芯子单元、末屏单元、均压环单元、硅橡胶外套单元、SF6气体单元的风险评价,其计算方法如式(4);(5) According to the characteristic quantity, risk occurrence probability and correlation matrix of the risk assessment of DC transmission wall bushing, establish the bushing core unit, capacitor core unit, end screen unit, equalizing ring unit, silicone rubber jacket unit, The risk assessment of SF 6 gas unit, its calculation method is as formula (4);
式中Ai为第i种故障模式的风险评价分量,Hj和Hk表示第j和k个特征量的熵,所述熵的取值范围为(0,0.65)。In the formula, A i is the risk evaluation component of the i-th failure mode, H j and H k represent the entropy of the j-th and k-th feature quantities, and the value range of the entropy is (0, 0.65).
所述B=20,其中:特征量C1为直流输电穿墙套管导杆对末屏预防性试验的绝缘电阻;特征量C2为直流输电穿墙套管导杆对末屏预防性试验的电容量;特征量C3为直流输电穿墙套管导杆对末屏预防性试验的介损量;特征量C4为直流输电穿墙套管末屏对地预防性试验的绝缘电阻;特征量C5为直流输电穿墙套管末屏对地预防性试验的电容量;特征量C6为直流输电穿墙套管末屏对地预防性试验的介损量;特征量C7为直流输电穿墙套管导杆预防性试验的直流电阻;特征量C8为直流输电穿墙套管预防性试验的压力;特征量C9为直流输电穿墙套管预防性试验的气体组分;特征量C10为直流输电穿墙套管预防性试验的污秽值;特征量C11为直流输电穿墙套管在线监测的环境温度;特征量C12为直流输电穿墙套管在线监测的环境湿度;特征量C13为直流输电穿墙套管在线监测的污秽值;特征量C14为直流输电穿墙套管在线监测的末屏的电容量和介损;特征量C15为直流输电穿墙套管在线监测的SF6气体的密度;特征量C16为直流输电穿墙套管在线监测的压力;特征量C17为直流输电穿墙套管在线监测的微水;特征量C18为直流输电穿墙套管在线监测的气体组分;特征量C19为直流输电穿墙套管巡视的压力;特征量C20为直流输电穿墙套管巡视的温度。Said B=20, wherein: the characteristic quantity C1 is the insulation resistance of the preventive test of the guide rod of the DC transmission wall bushing to the final screen; the characteristic quantity C2 is the preventive test of the guide rod of the DC transmission wall bushing to the final screen The capacitance; the characteristic quantity C3 is the dielectric loss of the preventive test of the guide rod of the DC transmission wall bushing to the final screen; the characteristic quantity C4 is the insulation resistance of the preventive test of the final screen of the DC transmission wall bushing to the ground; The characteristic quantity C 5 is the capacitance of the preventive test of the end screen of the DC transmission wall bushing to the ground; the characteristic quantity C 6 is the dielectric loss of the end screen of the DC transmission wall bushing to the ground preventive test; the characteristic quantity C 7 is The DC resistance of the preventive test of the guide rod of the DC transmission wall bushing; the characteristic quantity C 8 is the pressure of the preventive test of the DC transmission wall bushing; the characteristic quantity C 9 is the gas composition of the preventive test of the DC transmission wall bushing ; The characteristic quantity C 10 is the pollution value of the preventive test of the DC transmission wall bushing; the characteristic quantity C 11 is the ambient temperature of the online monitoring of the DC transmission wall bushing; the characteristic quantity C 12 is the online monitoring of the DC transmission wall bushing Ambient humidity; characteristic quantity C 13 is the pollution value of online monitoring of DC transmission wall bushing; characteristic quantity C 14 is the capacitance and dielectric loss of the end screen of online monitoring of DC transmission wall bushing; characteristic quantity C 15 is DC transmission The density of SF 6 gas monitored online by the wall bushing; the characteristic quantity C 16 is the pressure of the DC transmission wall bushing online monitoring; the characteristic quantity C 17 is the micro water monitored by the DC transmission wall bushing online; the characteristic quantity C 18 is the gas composition of the on-line monitoring of the DC transmission wall bushing; the characteristic quantity C 19 is the inspection pressure of the DC transmission wall casing; the characteristic quantity C 20 is the inspection temperature of the DC transmission wall casing.
每个特征量Cj对应的上限值aj或下限值bj如下:b1=10GΩ;b2=-5%;a3=0.8;b4=1GΩ;b5=-5%;b6=-2%;b7=-1%;b8=8Mpa;a9=100μL/L;a10=0.3mg/cm2;a11=80℃;a12=85%;a13=0.3mg/cm2;b14=-2%;b15=8kg/m3;b16=8MPa;a17=500μL/L;a18=100μL/L;b19=8MPa;a20=30℃。The upper limit value a j or the lower limit value b j corresponding to each characteristic quantity C j is as follows: b 1 =10GΩ; b 2 =-5%; a 3 =0.8; b 4 =1GΩ; b 5 =-5%; b 6 = -2%; b 7 = -1%; b 8 = 8Mpa; a 9 = 100 μL/L; a 10 = 0.3 mg/cm 2 ; a 11 = 80°C; a 12 = 85%; a 13 = 0.3mg/cm 2 ; b 14 = -2%; b 15 = 8kg/m 3 ; b 16 = 8MPa; a 17 = 500μL/L; a 18 = 100μL/L; b 19 = 8MPa ; .
所述E=17,其中:所述套管芯子单元的故障类型包括功能代码AⅠ,故障模式代码为A1,所述A1的故障描述为套管芯子的接触不良,故障模式代码为A2,所述A2的故障描述为套管芯子的局部放电;所述电容芯子单元的故障类型包括功能代码AⅡ,故障模式代码为A3,所述A3的故障描述为电容芯子受潮,故障模式代码为A4,所述A4的故障描述为电容芯子单元的老化,故障模式代码为A5,所述A5的故障描述为电容芯子单元的局部放电;所述末屏单元的故障类型包括功能代码AⅢ,故障模式代码为A6,所述A6的故障描述为末屏单元受潮,故障模式代码为A7,所述A7的故障描述为末屏单元绝缘老化,故障模式代码为A8,所述A8的故障描述为末屏单元局部放电;所述均压环单元的故障类型包括功能代码AⅣ,故障模式代码为A9,所述A9的故障描述为均压环的腐蚀,故障模式代码为A10,所述A10的故障描述为均压环单元的污秽;所述硅橡胶外套单元的故障类型包括功能代码AⅤ,故障模式代码为A11,所述A11的故障描述为硅橡胶外套单元的老化,故障模式代码为A12,所述A12的故障描述为硅橡胶外套单元的污秽;故障模式代码为A13,所述A13的故障描述为硅橡胶外套单元的开裂;所述SF6气体单元的故障类型包括功能代码AⅥ,故障模式代码为A14,所述A14的故障描述为SF6气体单元的压力过低,故障模式代码为A15,所述A15的故障描述为SF6气体单元的漏气,故障模式代码为A16,所述A16的故障描述为SF6气体单元的受潮,故障模式代码为A17,所述A17的故障描述为SF6气体单元的放电。Said E=17, wherein: the fault type of the bushing core subunit includes function code A Ⅰ , the fault mode code is A 1 , the fault of A 1 is described as poor contact of the bushing core, and the fault mode code is A 1 . is A 2 , the fault of A 2 is described as partial discharge of the bushing core; the fault type of the capacitor core unit includes function code A Ⅱ , the fault mode code is A 3 , and the fault of A 3 is described as The capacitor core is damp, the fault mode code is A4, the fault of A4 is described as aging of the capacitor core unit, the fault mode code is A5 , and the fault of A5 is described as partial discharge of the capacitor core unit ; The failure type of the last screen unit includes function code AⅢ , the failure mode code is A6, the failure description of A6 is that the last screen unit is damp , the failure mode code is A7 , and the failure description of A7 is the last The insulation of the screen unit is aging, and the failure mode code is A 8 , and the failure of A 8 is described as partial discharge of the last screen unit; the failure type of the voltage equalizing ring unit includes function code A Ⅳ , and the failure mode code is A 9 , the said The failure of A 9 is described as corrosion of the pressure equalizing ring, and the failure mode code is A 10. The failure of A 10 is described as contamination of the pressure equalizing ring unit; the failure type of the silicone rubber jacket unit includes function code A Ⅴ , failure The mode code is A 11 , the failure description of A 11 is aging of the silicone rubber jacket unit, the failure mode code is A 12 , the failure description of A 12 is contamination of the silicone rubber jacket unit; the failure mode code is A 13 , The failure of A 13 is described as cracking of the silicone rubber jacket unit; the failure type of the SF 6 gas unit includes function code A VI , the failure mode code is A 14 , and the failure of A 14 is described as SF 6 gas unit The pressure is too low, the failure mode code is A 15 , the failure description of A 15 is the air leakage of the SF 6 gas unit, the failure mode code is A 16 , the failure description of A 16 is the damp of the SF 6 gas unit, the failure The mode code is A 17 , and the failure of said A 17 is described as a discharge of the SF 6 gas unit.
本发明与现有技术相比,具有如下优点:本发明基于预防性试验、在线监测数据、人工巡视数据进行系统的直流输电穿墙套管的风险评估,同时突破目前单一针对预防性试验或在线监测数据或人工巡视数据进行的风险评估,提高直流系统运行可靠率。Compared with the prior art, the present invention has the following advantages: the present invention conducts systematic risk assessment of DC transmission wall bushings based on preventive tests, online monitoring data, and manual inspection data, and at the same time breaks through the current single-purpose preventive test or online Risk assessment based on monitoring data or manual inspection data improves DC system operation reliability.
附图说明Description of drawings
图1是本发明的直流输电穿墙套管风险评估系统的结构框图;Fig. 1 is the structural block diagram of the DC transmission wall bushing risk assessment system of the present invention;
图2是本发明的预防性试验仪器的数据传输示意图;Fig. 2 is the data transmission schematic diagram of preventive test instrument of the present invention;
图3是本发明的在线监测装置的数据传输示意图;Fig. 3 is a schematic diagram of data transmission of the online monitoring device of the present invention;
图4是本发明的移动装置的数据传输示意图;4 is a schematic diagram of data transmission of the mobile device of the present invention;
图5是本发明的直流输电穿墙套管风险评估方法的流程示意图。Fig. 5 is a schematic flow chart of the risk assessment method for DC transmission wall bushings of the present invention.
其中:1、直流输电穿墙套管;2、预防性试验仪器;21、介损测试仪;22、气体组分分析仪;23、微水测量仪;24、温度测量仪;25、气压测量仪;26、直流电阻测量仪;27、污秽测量仪;3、在线监测装置;31、环境温度在线监测仪;32、环境湿度在线监测仪;33、表面污秽在线监测仪;34、末屏的电容量和介损在线监测仪;35、SF6的密度在线监测仪;36、压力在线监测仪;37、微水含量在线监测仪;38、气体组分在线监测仪;4、移动装置;5、通讯装置;51、第一无线收发模块;52、第二无线收发模块;53、第三无线收发模块;54、第四无线收发模块;6、风险评估中心。Among them: 1. DC transmission wall bushing; 2. Preventive test equipment; 21. Dielectric loss tester; 22. Gas component analyzer; 23. Moisture measuring instrument; 24. Temperature measuring instrument; 25. Air pressure measurement 26. DC resistance measuring instrument; 27. Contamination measuring instrument; 3. On-line monitoring device; 31. On-line monitoring instrument for ambient temperature; 32. On-line monitoring instrument for environmental humidity; 33. On-line monitoring instrument for surface contamination; Capacitance and dielectric loss on-line monitor; 35. SF 6 density on-line monitor; 36. Pressure on-line monitor; 37. Moisture content on-line monitor; 38. Gas component on-line monitor; 4. Mobile device; 5 . Communication device; 51. First wireless transceiver module; 52. Second wireless transceiver module; 53. Third wireless transceiver module; 54. Fourth wireless transceiver module; 6. Risk assessment center.
具体实施方式Detailed ways
下面结合附图和具体实施方式对本发明的内容做进一步详细说明。The content of the present invention will be described in further detail below in conjunction with the accompanying drawings and specific embodiments.
实施例:Example:
请参阅图1所示,本发明直流输电穿墙套管风险评估系统包括有直流输电穿墙套管1、预防性试验仪器2、在线监测装置3、移动装置4、通讯装置5和风险评估中心6组成。预防性试验仪器2获取直流输电穿墙套管1的预防性试验数据,在线监测装置3用于获取直流输电穿墙套管的在线监测数据,移动装置4用于记录人工巡视的数据,通讯装置5负责将预防性试验数据、在线监测数据、人工巡视的数据、传输到风险评估中心6,风险评估中心6根据上述数据实现直流输电穿墙套管1的风险评估,为直流系统的安全可靠运行提供依据。Please refer to Fig. 1, the risk assessment system of the DC transmission wall bushing of the present invention includes a DC transmission wall bushing 1, a preventive test instrument 2, an online monitoring device 3, a mobile device 4, a communication device 5 and a risk assessment center 6 composition. The preventive test instrument 2 is used to obtain the preventive test data of the DC transmission wall bushing 1, the online monitoring device 3 is used to obtain the online monitoring data of the DC transmission wall bushing, the mobile device 4 is used to record the data of manual inspection, and the communication device 5 is responsible for transmitting the preventive test data, online monitoring data, and manual inspection data to the risk assessment center 6, and the risk assessment center 6 realizes the risk assessment of the DC transmission wall bushing 1 based on the above data, so as to ensure the safe and reliable operation of the DC system Provide evidence.
请参阅图2所示,预防性试验仪器2包括介损测试仪21、气体组分分析仪22、微水测量仪23、温度测量仪24、气压测量仪25、直流电阻测量仪26、污秽测量仪27,它们的输入端均与直流输电穿墙套管1连接、输出端均与第一无线收发模块51连接,在第一无线收发模块51的另一侧还依次连接有第四无线收发模块54和风险评估中心6。其中,预防性试验仪器2与第一无线收发模块51之间为无线连接;风险评估中心6通过串口与第四无线收发模块54连接;第一无线收发模块51经无线网络连接到第四无线收发模块54,实现预防性试验数据传输至风险评估中心6。Please refer to shown in Figure 2, the preventive test instrument 2 includes a dielectric loss tester 21, a gas component analyzer 22, a micro-water measuring instrument 23, a temperature measuring instrument 24, an air pressure measuring instrument 25, a DC resistance measuring instrument 26, and a pollution measuring instrument. instrument 27, their input ends are all connected to the DC transmission wall bushing 1, and their output ends are connected to the first wireless transceiver module 51, and the other side of the first wireless transceiver module 51 is also connected to the fourth wireless transceiver module in sequence 54 and Center for Risk Assessment6. Wherein, there is a wireless connection between the preventive test instrument 2 and the first wireless transceiver module 51; the risk assessment center 6 is connected with the fourth wireless transceiver module 54 through a serial port; the first wireless transceiver module 51 is connected to the fourth wireless transceiver module through a wireless network. Module 54 , realizing the transmission of preventive test data to the risk assessment center 6 .
请参阅图3所示,同预防性试验仪器2的传输结构相类似,在线监测装置3包括环境温度在线监测仪31、环境湿度在线监测仪32、表面污秽在线监测仪33、末屏的电容量和介损在线监测仪34、SF6的密度在线监测仪35、压力在线监测仪36、微水含量在线监测仪37和气体组分在线监测仪38,它们的输入端均与直流输电穿墙套管1连接、输出端均与第二无线收发模块52连接。在第二无线收发模块52的另一侧还依次连接有第四无线收发模块54和风险评估中心6。See also shown in Figure 3, similar to the transmission structure of the preventive test instrument 2, the on-line monitoring device 3 includes an on-line temperature monitor 31, an on-line humidity monitor 32, a surface pollution on-line monitor 33, and the capacitance of the last screen And dielectric loss on-line monitor 34, SF 6 density on-line monitor 35, pressure on-line monitor 36, micro-moisture content on-line monitor 37 and gas component on-line monitor 38, their input ends are all connected with direct current transmission wall sleeve Both the tube 1 connection and the output end are connected to the second wireless transceiver module 52 . On the other side of the second wireless transceiver module 52, a fourth wireless transceiver module 54 and the risk assessment center 6 are sequentially connected.
请参阅图4所示,移动装置4是一种具有第三无线收发模块53的移动电子设备,其数据通过现场巡视人员读取的温度和压力数据并将数据存入该移动电子设备,并由第三无线收发模块53发送,在第三无线收发模块53的另一侧还依次连接有第四无线收发模块54和风险评估中心6。Please refer to shown in Fig. 4, mobile device 4 is a kind of mobile electronic equipment that has the 3rd wireless transceiver module 53, its data is read by the temperature and pressure data that on-site inspection personnel and data are stored in this mobile electronic equipment, and by The third wireless transceiver module 53 transmits, and the fourth wireless transceiver module 54 and the risk assessment center 6 are sequentially connected to the other side of the third wireless transceiver module 53 .
结合图2-4可知,通讯装置5包括与预防性试验仪器2的输出端相连的第一无线收发模块51、与在线监测装置3的输出端相连的第二无线收发模块52、与移动装置4的输出端相连且与该移动装置4集成于一体的第三无线收发模块53、以及与风险评估中心6的输入端相连的第四无线收发模块54,其中,第一无线收发模块51、第二无线收发模块52、第三无线收发模块53均与第四无线收发模块54通过无线网络进行数据传输。2-4, the communication device 5 includes a first wireless transceiver module 51 connected to the output of the preventive testing instrument 2, a second wireless transceiver module 52 connected to the output of the on-line monitoring device 3, and a mobile device 4 The third wireless transceiver module 53 that is connected to the output end of the mobile device 4 and integrated with the mobile device 4, and the fourth wireless transceiver module 54 that is connected to the input end of the risk assessment center 6, wherein the first wireless transceiver module 51, the second Both the wireless transceiver module 52 and the third wireless transceiver module 53 perform data transmission with the fourth wireless transceiver module 54 through a wireless network.
本实施例中,直流输电穿墙套管1采用HSPHOCHSPANNUNGSGERATEKOLN/GERMAN直流输电穿墙套管,第一无线收发模块51、第二无线收发模块52、第三无线收发模块53、第四无线收发模块54均采用GEMOTECH的R-8552/8554GPRSDTU,介损测试仪21采用上海宜鸿电气科技有限公司的YHJS-IV介损仪,气体组分分析仪22采用滕州市艾伦分析仪器有限公司的GC-7960型气相色谱仪,微水测量仪23采用华天电力公司的RTWS-242SF6微水测量仪,温度测量仪24采用迪恩仪表的DSC-DTSnK-XB,气压测量仪25采用红旗仪表的HQ-SY-C精密数字压力表,直流电阻测量仪26采用上海太欧电子有限公司的PC57直流电阻测量仪,污秽测量仪27采用武汉南电华源电气有限公司的NDYMD数字直读式智能盐密测试仪,风险评估中心6采用戴尔PowerEdgeR410,环境温度在线监测仪31采用北京迪恩康硕科技发展有限公司的DSC-DTSnK-XB,环境湿度在线监测仪32采用ETH-P16型环境试验设备温湿度巡检仪,表面污秽在线监测仪33采用武汉南电华源电气有限公司的NDYMD数字直读式智能盐密测试仪,末屏的电容量和介损在线监测仪34采用河南中分的ZF-800-3型容性设备在线监测仪,SF6的密度在线监测仪35采用的宜昌特种仪表厂的Y-100-型,压力在线监测仪36采用红旗仪表的HQ-SY-C精密数字压力表,微水含量在线监测仪37采用华天电力公司的RTWS-242SF6微水测量仪,气体组分在线监测仪38采用滕州市艾伦分析仪器有限公司的GC-7960型气相色谱仪,移动装置4采用HTC公司的G23OneX型。In this embodiment, the DC transmission wall bushing 1 adopts HSPHOCHSPANNUNGSGERATEKOLN/GERMAN DC transmission wall bushing, the first wireless transceiver module 51, the second wireless transceiver module 52, the third wireless transceiver module 53, and the fourth wireless transceiver module 54 Both use GEMOTECH’s R-8552/8554GPRSDTU, the dielectric loss tester 21 uses the YHJS-IV dielectric loss tester from Shanghai Yihong Electric Technology Co., Ltd., and the gas component analyzer 22 uses GC-7960 from Tengzhou Allen Analytical Instrument Co., Ltd. Type gas chromatograph, micro-water measuring instrument 23 adopts RTWS-242SF 6 micro-water measuring instrument of Huatian Power Company, temperature measuring instrument 24 adopts DSC-DTSnK-XB of Dean Instrument, and air pressure measuring instrument 25 adopts HQ- SY-C precision digital pressure gauge, DC resistance measuring instrument 26 adopts PC57 DC resistance measuring instrument of Shanghai Taiou Electronics Co., Ltd., pollution measuring instrument 27 adopts NDYMD digital direct-reading intelligent salt density test of Wuhan Nandian Huayuan Electric Co., Ltd. The risk assessment center 6 adopts Dell PowerEdge R410, the environmental temperature online monitor 31 adopts DSC-DTSnK-XB of Beijing Dean Kangshuo Technology Development Co., Ltd., and the environmental humidity online monitor 32 adopts ETH-P16 environmental test equipment temperature and humidity patrol NDYMD digital direct-reading intelligent salt density tester from Wuhan Nandian Huayuan Electric Co., Ltd. 33 is used as the surface pollution online monitor, and ZF-800 from Henan Zhongfen is used as the on-line monitor 34 for the capacitance and dielectric loss of the last screen. -3 type capacitive equipment on-line monitor, SF 6 density on-line monitor 35 adopts Y-100-type from Yichang Special Instrument Factory, pressure on-line monitor 36 adopts HQ-SY-C precision digital pressure gauge from Hongqi Instrument, The micro-water content online monitor 37 adopts the RTWS-242SF 6 micro-water measuring instrument of Huatian Electric Power Company, the gas component online monitor 38 adopts the GC-7960 gas chromatograph of Tengzhou Allen Analytical Instrument Co., Ltd., and the mobile device 4 Adopt the G23OneX type of HTC Company.
请参阅图5。直流输电穿墙套管的风险评估中心6是根据预防性试验数据、在线监测装置数据、巡视数据进行直流输电穿墙套管1的风险评估的,其方法步骤如下:See Figure 5. The risk assessment center 6 of the DC transmission wall bushing conducts the risk assessment of the DC transmission wall bushing 1 based on the preventive test data, online monitoring device data, and inspection data. The method steps are as follows:
S101、提取直流输电穿墙套管风险评估的特征量。S101. Extracting feature quantities for risk assessment of DC transmission wall bushings.
根据第四无线收发模块54获取的预防性试验数据、在线监测数据、巡视数据,提取直流输电穿墙套管风险评估的特征量,将所述特征量值形成向量C,该向量C为1×B维向量,B为直流输电穿墙套管风险评估的特征分量总数,在本实施例中,B=20,根据监测结果,获取向量C如数据(5)所示:According to the preventive test data, on-line monitoring data, and inspection data obtained by the fourth wireless transceiver module 54, extract the feature quantity of the risk assessment of the DC transmission wall bushing, and form the vector C of the feature quantity value, and the vector C is 1× B-dimensional vector, B is the total number of characteristic components of the risk assessment of DC transmission wall bushings, in this embodiment, B=20, according to the monitoring results, obtain the vector C as shown in data (5):
其中,向量C的各特征量Cj(j为不大于20的正整数)分别代表:特征量C1为直流输电穿墙套管导杆对末屏预防性试验的绝缘电阻;特征量C2为直流输电穿墙套管导杆对末屏预防性试验的电容量;特征量C3为直流输电穿墙套管导杆对末屏预防性试验的介损量;特征量C4为直流输电穿墙套管末屏对地预防性试验的绝缘电阻;特征量C5为直流输电穿墙套管末屏对地预防性试验的电容量;特征量C6为直流输电穿墙套管末屏对地预防性试验的介损量;特征量C7为直流输电穿墙套管导杆预防性试验的直流电阻;特征量C8为直流输电穿墙套管预防性试验的压力;特征量C9为直流输电穿墙套管预防性试验的气体组分;特征量C10为直流输电穿墙套管预防性试验的污秽值;特征量C11为直流输电穿墙套管在线监测的环境温度;特征量C12为直流输电穿墙套管在线监测的环境湿度;特征量C13为直流输电穿墙套管在线监测的污秽值;特征量C14为直流输电穿墙套管在线监测的末屏的电容量和介损;特征量C15为直流输电穿墙套管在线监测的SF6气体的密度;特征量C16为直流输电穿墙套管在线监测的压力;特征量C17为直流输电穿墙套管在线监测的微水;特征量C18为直流输电穿墙套管在线监测的气体组分;特征量C19为直流输电穿墙套管巡视的压力;特征量C20为直流输电穿墙套管巡视的温度。Among them, each characteristic quantity C j of vector C (j is a positive integer not greater than 20) respectively represents: characteristic quantity C 1 is the insulation resistance of the DC transmission wall bushing guide rod to the end screen preventive test; characteristic quantity C 2 is the capacitance of the preventive test of the guide rod of the DC transmission wall bushing to the final screen; the characteristic quantity C 3 is the dielectric loss of the preventive test of the guide rod of the DC transmission wall bushing to the final screen; the characteristic quantity C 4 is the DC transmission The insulation resistance of the ground-to-ground preventive test of the end screen of the wall-piercing bushing; the characteristic quantity C 5 is the capacitance of the ground-to-ground preventive test of the end-screen of the DC transmission wall-piercing bushing; the characteristic quantity C 6 is the end-screen of the DC transmission wall-through bushing The dielectric loss of the preventive test to the ground; the characteristic quantity C 7 is the DC resistance of the preventive test of the guide rod of the DC transmission wall bushing; the characteristic quantity C 8 is the pressure of the preventive test of the DC transmission wall bushing; the characteristic quantity C 9 is the gas composition of the preventive test of the DC transmission wall bushing; the characteristic quantity C 10 is the pollution value of the preventive test of the DC transmission wall bushing; the characteristic quantity C 11 is the ambient temperature of the online monitoring of the DC transmission wall bushing ; The characteristic quantity C 12 is the environmental humidity of the online monitoring of the DC transmission wall bushing; the characteristic quantity C 13 is the pollution value of the online monitoring of the DC transmission wall bushing; the characteristic quantity C 14 is the end of the online monitoring of the DC transmission wall bushing The capacitance and dielectric loss of the screen; the characteristic quantity C 15 is the density of SF 6 gas monitored online by the DC transmission wall bushing; the characteristic quantity C 16 is the online monitoring pressure of the DC transmission wall bushing; the characteristic quantity C 17 is the direct current Micro water in online monitoring of power transmission wall bushing; characteristic quantity C 18 is the gas composition of on-line monitoring of DC transmission wall bushing; characteristic quantity C 19 is the inspection pressure of DC transmission wall bushing; characteristic quantity C 20 is DC The temperature of the transmission wall bushing inspection.
S102、建立直流输电穿墙套管风险评估系统的故障模式。S102. Establish a failure mode of the risk assessment system for the DC transmission wall bushing.
根据直流输电穿墙套管的系统组成功能,建立了针对套管芯子单元、电容芯子单元、末屏单元、均压环单元、硅橡胶外套单元、SF6气体单元的故障类型,同时所述故障类型包括功能代码、故障模式代码、故障描述。其故障模式结果如表1:According to the system composition function of the DC transmission wall bushing, the fault types for the bushing core unit, capacitor core unit, end screen unit, pressure equalizing ring unit, silicone rubber jacket unit, and SF 6 gas unit are established. The above fault types include function codes, fault mode codes, and fault descriptions. The failure mode results are shown in Table 1:
表1Table 1
S103、建立直流输电穿墙套管风险评估的风险发生概率。S103. Establishing a risk occurrence probability for the risk assessment of the DC transmission wall bushing.
根据直流输电穿墙套管风险评估的特征量,建立直流输电穿墙套管风险评估的风险发生概率;将向量C的各特征量Cj的注意值分为上限值aj或下限值bj,分别采用风险发生概率的计算式如式(6)和(7),并形成风险发生概率向量D:According to the characteristic quantity of the risk assessment of the DC transmission wall bushing, the risk occurrence probability of the risk assessment of the DC transmission wall bushing is established; the attention value of each characteristic quantity C j of the vector C is divided into an upper limit value a j or a lower limit value b j , respectively adopt the calculation formulas of risk occurrence probability such as formula (6) and (7), and form the risk occurrence probability vector D:
在本实施例中,每个特征量Cj对应的上限值aj和下限值bj如下:b1=10GΩ;b2=-5%;a3=0.8;b4=1GΩ;b5=-5%;b6=-2%;b7=-1%;b8=8Mpa;a9=100μL/L;a10=0.3mg/cm2;a11=80℃;a12=85%;a13=0.3mg/cm2;b14=-2%;b15=8kg/m3;b16=8MPa;a17=500μL/L;a18=100μL/L;b19=8MPa;a20=30℃,将上述值以及数据(5)代入式(6)和(7),求得风险发生概率向量D为1×20维向量:In this embodiment, the upper limit a j and the lower limit b j corresponding to each characteristic quantity C j are as follows: b 1 =10GΩ; b 2 =-5%; a 3 =0.8; b 4 =1GΩ; b 5 = -5%; b 6 = -2%; b 7 = -1%; b 8 = 8Mpa ; a 9 = 100 μL/L; a 10 = 0.3 mg/cm 2 ; a 11 = 80°C; 85%; a 13 = 0.3mg/cm 2 ; b 14 = -2%; b 15 = 8kg/m 3 ; b 16 = 8MPa; a 17 = 500μL/L; a 18 = 100μL/L; b 19 = 8MPa ; a 20 =30°C, substituting the above values and data (5) into formulas (6) and (7), the risk occurrence probability vector D is obtained as a 1×20-dimensional vector:
S104、建立直流输电穿墙套管的风险发生概率和故障模式之间的关联矩阵。S104. Establish a correlation matrix between the risk occurrence probability and the failure mode of the direct current transmission wall bushing.
根据直流输电穿墙套管风险评估的特征量建立的风险发生概率,结合特征量和故障模式的关系建立关联矩阵M,其大小为E×B,其中E表示故障模式的总数,其关联矩阵M的元素Mij的计算方法如式(9):According to the risk occurrence probability established by the characteristic quantity of the risk assessment of the DC transmission wall bushing, the correlation matrix M is established by combining the relationship between the characteristic quantity and the failure mode, and its size is E×B, where E represents the total number of failure modes, and its correlation matrix M The calculation method of the element M ij of is as formula (9):
式中Dj和Di分别表示第j和i种风险发生概率向量的分量,在本实施例中,由表1可知有6种故障类型共计17种故障模式(即E=17),因此,在本实施例中,i为不大于17的正整数,将数据(8)代入式(9)即可获得17×20维的关系矩阵M如数据(10)所示:In the formula, D j and D i respectively represent the components of the j and i risk occurrence probability vectors. In this embodiment, it can be seen from Table 1 that there are 6 types of failures and a total of 17 failure modes (i.e. E=17). Therefore, In this embodiment, i is a positive integer not greater than 17, and substituting data (8) into formula (9) can obtain a 17×20-dimensional relationship matrix M as shown in data (10):
S105、建立直流输电穿墙套管风险评估方法的风险评价。S105. Establishing a risk assessment method for the risk assessment of the direct current transmission wall bushing.
根据直流输电穿墙套管风险评估的特征量、风险发生概率和关联矩阵,建立针对套管芯子单元、电容芯子单元、末屏单元、均压环单元、硅橡胶外套单元、SF6气体单元的风险评价,其计算方法如式(11);According to the characteristic quantity, risk occurrence probability and correlation matrix of the risk assessment of the DC transmission wall bushing, the bushing core unit, capacitor core unit, end screen unit, pressure equalizing ring unit, silicone rubber jacket unit, SF 6 gas The risk assessment of the unit, its calculation method is as formula (11);
式中Ai为第i种故障模式,Hj和Hk表示第j和k(很显然可以看出k为不大于j的正整数)个特征量的熵,该熵的取值范围为(0,0.65),将数据(8)和数据(10)代入式(11)可得1×17维的风险评价向量A如数据(12)所示:In the formula, A i is the i-th failure mode, H j and H k represent the entropy of the j-th and k-th (it can be seen that k is a positive integer not greater than j) feature quantities, and the value range of the entropy is ( 0, 0.65), and substituting data (8) and data (10) into formula (11), the 1×17-dimensional risk evaluation vector A can be obtained, as shown in data (12):
因此根据上述数据(12)能够判定直流输电穿墙套管的套管芯子的接触不良风险值为0.023,直流输电穿墙套管的套管芯子的局放风险值为0.19,其他故障模式的风险值依次类推,同时各单元风险评价值的最大值为0.538(未示出)作为直流输电穿墙套管的风险值。Therefore, according to the above data (12), it can be determined that the risk value of poor contact of the bushing core of the DC transmission wall bushing is 0.023, the partial discharge risk value of the bushing core of the DC transmission wall bushing is 0.19, and other failure modes The risk value of , and so on, and the maximum risk evaluation value of each unit is 0.538 (not shown) as the risk value of the direct current transmission wall bushing.
效果分析:通过上述实例的分析,能够判定直流输电穿墙套管的套管芯子的接触不良风险值为0.023,直流输电穿墙套管的套管芯子的局放风险值为0.19,同时直流输电穿墙套管的风险值为0.538,因此该方法基于预防性试验、在线监测数据、人工巡视数据进行系统的直流输电穿墙套管的风险评估,同时突破目前单一针对预防性试验或在线监测数据或人工巡视数据进行的风险评估,提高直流系统运行可靠率。Effect analysis: Through the analysis of the above examples, it can be determined that the risk value of poor contact of the bushing core of the DC transmission wall bushing is 0.023, and the partial discharge risk value of the bushing core of the DC transmission wall bushing is 0.19. The risk value of DC transmission wall bushing is 0.538. Therefore, this method is based on preventive tests, online monitoring data, and manual inspection data for systematic risk assessment of DC transmission wall bushings. Risk assessment based on monitoring data or manual inspection data improves DC system operation reliability.
本实施例运用于:This example applies to:
1、±500kV及以上电压等级直流输电穿墙套管的风险评估;1. Risk assessment of DC transmission wall bushings with voltage levels of ±500kV and above;
2、±500kV及以上电压等级直流输电穿墙套管的运行风险分析、状态检修、辅助决策。2. Operational risk analysis, condition-based maintenance, and auxiliary decision-making for DC transmission wall bushings with voltage levels of ±500kV and above.
上列详细说明是针对本发明可行实施例的具体说明,该实施例并非用以限制本发明的专利范围,凡未脱离本发明所为的等效实施或变更,均应包含于本案的专利范围中。The above detailed description is a specific description of the feasible embodiment of the present invention. This embodiment is not used to limit the patent scope of the present invention. Any equivalent implementation or change that does not deviate from the present invention should be included in the patent scope of this case. middle.
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