CN117706299A - A method for identifying transformer winding faults in humid environment - Google Patents
A method for identifying transformer winding faults in humid environment Download PDFInfo
- Publication number
- CN117706299A CN117706299A CN202311712361.4A CN202311712361A CN117706299A CN 117706299 A CN117706299 A CN 117706299A CN 202311712361 A CN202311712361 A CN 202311712361A CN 117706299 A CN117706299 A CN 117706299A
- Authority
- CN
- China
- Prior art keywords
- winding
- transformer
- frequency response
- fault
- frequency
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Pending
Links
- 238000004804 winding Methods 0.000 title claims abstract description 77
- 238000000034 method Methods 0.000 title claims abstract description 14
- 238000009413 insulation Methods 0.000 claims abstract description 33
- 238000012360 testing method Methods 0.000 claims abstract description 32
- 238000012544 monitoring process Methods 0.000 claims description 4
- 238000006073 displacement reaction Methods 0.000 claims description 3
- 238000005259 measurement Methods 0.000 claims description 3
- 238000013095 identification testing Methods 0.000 claims 2
- XEEYBQQBJWHFJM-UHFFFAOYSA-N Iron Chemical group [Fe] XEEYBQQBJWHFJM-UHFFFAOYSA-N 0.000 claims 1
- 238000001514 detection method Methods 0.000 description 2
- 238000003745 diagnosis Methods 0.000 description 2
- 230000004069 differentiation Effects 0.000 description 2
- 238000012423 maintenance Methods 0.000 description 2
- 238000011161 development Methods 0.000 description 1
- 238000011156 evaluation Methods 0.000 description 1
- 230000003449 preventive effect Effects 0.000 description 1
- 238000004088 simulation Methods 0.000 description 1
- 238000010998 test method Methods 0.000 description 1
Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F18/00—Pattern recognition
- G06F18/20—Analysing
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01R—MEASURING ELECTRIC VARIABLES; MEASURING MAGNETIC VARIABLES
- G01R31/00—Arrangements for testing electric properties; Arrangements for locating electric faults; Arrangements for electrical testing characterised by what is being tested not provided for elsewhere
- G01R31/003—Environmental or reliability tests
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01R—MEASURING ELECTRIC VARIABLES; MEASURING MAGNETIC VARIABLES
- G01R31/00—Arrangements for testing electric properties; Arrangements for locating electric faults; Arrangements for electrical testing characterised by what is being tested not provided for elsewhere
- G01R31/12—Testing dielectric strength or breakdown voltage ; Testing or monitoring effectiveness or level of insulation, e.g. of a cable or of an apparatus, for example using partial discharge measurements; Electrostatic testing
- G01R31/1227—Testing dielectric strength or breakdown voltage ; Testing or monitoring effectiveness or level of insulation, e.g. of a cable or of an apparatus, for example using partial discharge measurements; Electrostatic testing of components, parts or materials
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01R—MEASURING ELECTRIC VARIABLES; MEASURING MAGNETIC VARIABLES
- G01R31/00—Arrangements for testing electric properties; Arrangements for locating electric faults; Arrangements for electrical testing characterised by what is being tested not provided for elsewhere
- G01R31/50—Testing of electric apparatus, lines, cables or components for short-circuits, continuity, leakage current or incorrect line connections
- G01R31/62—Testing of transformers
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01R—MEASURING ELECTRIC VARIABLES; MEASURING MAGNETIC VARIABLES
- G01R31/00—Arrangements for testing electric properties; Arrangements for locating electric faults; Arrangements for electrical testing characterised by what is being tested not provided for elsewhere
- G01R31/50—Testing of electric apparatus, lines, cables or components for short-circuits, continuity, leakage current or incorrect line connections
- G01R31/72—Testing of electric windings
Landscapes
- Engineering & Computer Science (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Power Engineering (AREA)
- Theoretical Computer Science (AREA)
- Data Mining & Analysis (AREA)
- Bioinformatics & Cheminformatics (AREA)
- Artificial Intelligence (AREA)
- Life Sciences & Earth Sciences (AREA)
- Bioinformatics & Computational Biology (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Evolutionary Biology (AREA)
- Evolutionary Computation (AREA)
- General Engineering & Computer Science (AREA)
- Environmental & Geological Engineering (AREA)
- Testing Of Short-Circuits, Discontinuities, Leakage, Or Incorrect Line Connections (AREA)
- Testing Electric Properties And Detecting Electric Faults (AREA)
Abstract
Description
技术领域Technical field
本发明属于变压器故障模拟技术领域,具体涉及在潮湿环境下的一种变压器绕组故障识别方法。The invention belongs to the technical field of transformer fault simulation, and specifically relates to a method for identifying transformer winding faults in a humid environment.
背景技术Background technique
变压器作为电力系统以及牵引供电系统中的核心设备之一,其稳定性和可靠性关系到整个系统的正常运行,变压器的运行状态直接决定着电力系统的安全和稳定。考虑到变压器的高昂造价,一旦出现故障,可能引发巨大的经济损失。在变压器故障中,有约2/3是绕组故障。在变压器运输过程中,可能会受到颠簸的影响,导致绕组产生轻微的形变。主要问题在于,当变压器发生短路时,强大的短路电流会产生巨大的电动力,从而使绕组发生形变。随着时间推移,这些形变会逐渐累积,最终导致严重的绕组变形,这会引发变压器故障,对电力系统的安全和稳定性构成威胁。因此,及时对变压器的运行状态进行监测,并准确评估绕组的状况,对于预防变压器的突发故障至关重要。As one of the core equipment in the power system and traction power supply system, the stability and reliability of the transformer are related to the normal operation of the entire system. The operating status of the transformer directly determines the safety and stability of the power system. Considering the high cost of transformers, once a fault occurs, it may cause huge economic losses. About 2/3 of transformer faults are winding faults. During the transportation of the transformer, it may be affected by bumps, causing slight deformation of the windings. The main problem is that when the transformer is short-circuited, the strong short-circuit current will generate huge electric force, which will deform the windings. Over time, these deformations will gradually accumulate, eventually leading to severe winding deformation, which will cause transformer failure and pose a threat to the safety and stability of the power system. Therefore, timely monitoring of the operating status of the transformer and accurate assessment of the condition of the windings are crucial to preventing sudden failures of the transformer.
在变压器中,绝缘电阻测试对于评估绕组的健康状况至关重要。定期进行绝缘电阻测试是一种预防性维护的手段。通过监测绝缘电阻的趋势,可以及早发现潜在的问题并采取适当的维护措施,以防止绕组故障的进一步发展。频率响应法是目前应用最广泛的变压器绕组故障检测方法。通过绝缘电阻测试和频率响应法结合分析,可判断出是否故障及故障类型。但是目前频率响应法的评判指标需要工作人员有丰厚的知识,且针对不同的变压器其判断的准确性较低,尤其对于不同故障类型没有形成统一的判断标准,针对该问题,本发明专利介绍了一种基于潮湿环境下变压器绕组故障识别的方法,该方法具有对变压器故障检测准确、便于判断等优点,同时能够对不同故障类型进行很好的分类,对于保障变压器、电力系统稳定运行具有非常重要的意义。In transformers, insulation resistance testing is critical to assess the health of the windings. Regular insulation resistance testing is a means of preventive maintenance. By monitoring insulation resistance trends, potential problems can be detected early and appropriate maintenance measures can be taken to prevent further development of winding faults. The frequency response method is currently the most widely used transformer winding fault detection method. Through the combined analysis of insulation resistance test and frequency response method, it can be determined whether there is a fault and its type. However, the current evaluation index of the frequency response method requires the staff to have rich knowledge, and the accuracy of the judgment for different transformers is low. In particular, there is no unified judgment standard for different fault types. To address this problem, the patent of the present invention introduces A method based on the identification of transformer winding faults in humid environments. This method has the advantages of accurate detection of transformer faults and easy judgment. At the same time, it can well classify different fault types, which is very important for ensuring the stable operation of transformers and power systems. meaning.
发明内容Contents of the invention
本申请提供了一种基于潮湿环境下变压器绕组故障识别的方法,根据所提出的特征参数能够准确、有效的判断变压器绕组状态。This application provides a method for identifying transformer winding faults in humid environments, which can accurately and effectively determine the status of the transformer winding based on the proposed characteristic parameters.
本申请提供了一种基于潮湿环境下变压器绕组故障识别的方法,试验平台主要包括:试验平台主要包括:变压器箱体、铁心(3)、高压绕组(5)、低压绕组(6),线饼之间相互串联,电源(9)、套管(2)、开关(10)、频响测试仪(1)、电脑(8)、湿度传感器(4)、加湿器(7)、绝缘电阻测量仪(11),开关(12)其特点在于结合不同湿度的频率响应曲线,根据湿度、幅频曲线、相频曲线来提取变压器特征,用于判断绕组状态,具体测试方法包括以下步骤:This application provides a method for identifying transformer winding faults in humid environments. The test platform mainly includes: transformer box, core (3), high-voltage winding (5), low-voltage winding (6), wire cake They are connected in series, power supply (9), bushing (2), switch (10), frequency response tester (1), computer (8), humidity sensor (4), humidifier (7), insulation resistance measuring instrument (11), switch (12) is characterized by combining the frequency response curves of different humidity, extracting transformer characteristics based on humidity, amplitude-frequency curve, and phase-frequency curve to determine the winding status. The specific test method includes the following steps:
步骤一:获取不同湿度下的绝缘电阻阻值Step 1: Obtain the insulation resistance value under different humidity
测量变压器绕组的绝缘电阻,在进行测量前,断开被测设备或电路的电源(9),并进行必要的安全措施,使用专门的绝缘电阻测量仪(11),将测试仪器的测试引线连接到绕组上,设置测试仪器的测试电压。启动测试仪器,施加所选的电压到绕组上。在施加电压的同时,测试仪器会测量所施加电压下的电流,计算出绝缘电阻的阻值,记为;ρ1ρ2.....ρj;Measure the insulation resistance of the transformer winding. Before making the measurement, disconnect the power supply of the equipment or circuit under test (9), and take necessary safety measures. Use a special insulation resistance measuring instrument (11) to connect the test leads of the test instrument. Go to the winding and set the test voltage of the test instrument. Start the test instrument and apply the selected voltage to the winding. While applying voltage, the test instrument will measure the current under the applied voltage and calculate the resistance value of the insulation resistance, recorded as; ρ 1 ρ 2 .....ρ j ;
步骤二:获取不同湿度下的频率响应信号Step 2: Obtain frequency response signals under different humidity
测量变压器不同湿度环境下的变压器频率响应信号,频响测试仪输出端通过套管连接至高压绕组(5)底,频响测试仪测试端通过套管连接至高压绕组顶部,首先闭合开关(10),闭合开关同时调节加湿器(7)来调节环境湿度,通过湿度传感器(4)监测绕组周围的温度,湿度传感器通过连接电脑以实时监测湿度,到达目标数值后断开开关,闭合开关(12)通过接通频响测试仪获取此状态下的变压器绕组的频率响应曲线,如此反复进行试验,获取绕组在[10,80]以5为梯度下的变压器绕组频率响应曲线,通过频响测试仪测得频率响应曲线幅频数据Ai(f),Ai(f)=[ai1 ai2…aiN],测得相频数据δi(f),δi(f)=[ηi1 ηi2…ηiN],其中aiN和ηiN分别表示第i组数据第N个数据点的幅值和相角;Measure the frequency response signal of the transformer under different humidity environments of the transformer. The output end of the frequency response tester is connected to the bottom of the high-voltage winding (5) through the bushing. The test end of the frequency response tester is connected to the top of the high-voltage winding through the bushing. First, close the switch (10 ), close the switch and simultaneously adjust the humidifier (7) to adjust the ambient humidity. Monitor the temperature around the winding through the humidity sensor (4). The humidity sensor is connected to a computer to monitor the humidity in real time. After reaching the target value, open the switch and close the switch (12 ) Obtain the frequency response curve of the transformer winding in this state by turning on the frequency response tester. Repeat the test to obtain the frequency response curve of the transformer winding at [10, 80] with a gradient of 5, and pass the frequency response tester The measured frequency response curve amplitude-frequency data A i (f), A i (f) = [a i1 a i2 ...a iN ], the measured phase-frequency data δ i (f), δ i (f) = [η i1 η i2 ... η iN ], where a iN and η iN respectively represent the amplitude and phase angle of the Nth data point of the i-th group of data;
步骤三:变压器绕组故障判断Step 3: Diagnosis of transformer winding fault
(1)、计算不同湿度下的待检测绕组和正常绕组间的绝缘电阻的平均偏差率μ(1) Calculate the average deviation rate μ of the insulation resistance between the winding to be detected and the normal winding under different humidity
ρj表示为在湿度为j时的绝缘电阻阻值,ρ0表示为正常湿度下的绝缘电阻阻值。ρ j represents the insulation resistance value when the humidity is j, and ρ 0 represents the insulation resistance value under normal humidity.
(2)、计算获得绝缘状态因子θ(2) Calculate the insulation state factor θ
若F1≤θ≤F2,则可判断绕组没有发生故障;若θ>F1或者θ<F2,则可判断绕组发生故障,F1、F2是和变压器型号、运行参数、绕组有关的常数;If F 1 ≤ θ ≤ F 2 , it can be judged that the winding has not failed; if θ > F 1 or θ < F 2 , it can be judged that the winding has failed. F 1 and F 2 are related to the transformer model, operating parameters, and windings. constant;
步骤四:变压器绕组故障类型判断,包括:Step 4: Determine the type of transformer winding fault, including:
(1)、计算相频下的故障因子φ(1) Calculate the fault factor φ under phase frequency
ηj表示正常情况下频响曲线的第j个频率点的幅值,N表示采集点的个数。η j represents the amplitude of the jth frequency point of the frequency response curve under normal circumstances, and N represents the number of collection points.
(2)、计算幅频下的故障因子Λ(2) Calculate the fault factor Λ under amplitude and frequency
aj表示正常情况下频响曲线的第j个频率点的幅值。a j represents the amplitude of the jth frequency point of the frequency response curve under normal circumstances.
(3)、计算故障区分因子β(3) Calculate the fault differentiation factor β
若β≤F3,判断故障为轴向移位;若β>F3,则判断故障为绕组变形,M3是和变压器型号、运行参数、绕组有关的常数。If β ≤ F 3 , the fault is judged to be axial displacement; if β > F 3 , the fault is judged to be winding deformation. M 3 is a constant related to the transformer model, operating parameters, and windings.
附图说明Description of the drawings
图1一种基于潮湿环境下变压器绕组故障识别方法流程图Figure 1 Flowchart of a method for identifying transformer winding faults in humid environments
图2模拟潮湿环境下变压器绕组故障识别试验平台Figure 2 Test platform for transformer winding fault identification in simulated humid environment
具体实施方式Detailed ways
下面结合附图进一步详述,具体方法步骤如下:The following is further detailed in conjunction with the accompanying drawings. The specific method steps are as follows:
步骤一:获取不同湿度下的绝缘电阻阻值Step 1: Obtain the insulation resistance value under different humidity
测量变压器绕组的绝缘电阻,在进行测量前,断开被测设备或电路的电源(9),并进行必要的安全措施,使用专门的绝缘电阻测量仪(11),将测试仪器的测试引线连接到绕组上,设置测试仪器的测试电压。启动测试仪器,施加所选的电压到绕组上。在施加电压的同时,测试仪器会测量所施加电压下的电流,计算出绝缘电阻的阻值,记为;ρ1ρ2.....ρj;Measure the insulation resistance of the transformer winding. Before making the measurement, disconnect the power supply of the equipment or circuit under test (9), and take necessary safety measures. Use a special insulation resistance measuring instrument (11) to connect the test leads of the test instrument. Go to the winding and set the test voltage of the test instrument. Start the test instrument and apply the selected voltage to the winding. While applying voltage, the test instrument will measure the current under the applied voltage and calculate the resistance value of the insulation resistance, recorded as; ρ 1 ρ 2 .....ρ j ;
步骤二:获取不同湿度下的频率响应信号Step 2: Obtain frequency response signals under different humidity
测量变压器不同湿度环境下的变压器频率响应信号,频响测试仪输出端通过套管连接至高压绕组(5)底,频响测试仪测试端通过套管连接至高压绕组顶部,首先闭合开关(10),闭合开关同时调节加湿器(7)来调节环境湿度,通过湿度传感器(4)监测绕组周围的温度,湿度传感器通过连接电脑以实时监测湿度,到达目标数值后断开开关,闭合开关(12)通过接通频响测试仪获取此状态下的变压器绕组的频率响应曲线,如此反复进行试验,获取绕组在[10,80]以5为梯度下的变压器绕组频率响应曲线,通过频响测试仪测得频率响应曲线幅频数据Ai(f),Ai(f)=[ai1 ai2…aiN],测得相频数据δi(f),δi(f)=[ηi1 ηi2…ηiN],其中aiN和ηiN分别表示第i组数据第N个数据点的幅值和相角;Measure the frequency response signal of the transformer under different humidity environments of the transformer. The output end of the frequency response tester is connected to the bottom of the high-voltage winding (5) through the bushing. The test end of the frequency response tester is connected to the top of the high-voltage winding through the bushing. First, close the switch (10 ), close the switch and simultaneously adjust the humidifier (7) to adjust the ambient humidity. Monitor the temperature around the winding through the humidity sensor (4). The humidity sensor is connected to a computer to monitor the humidity in real time. After reaching the target value, open the switch and close the switch (12 ) Obtain the frequency response curve of the transformer winding in this state by turning on the frequency response tester. Repeat the test to obtain the frequency response curve of the transformer winding at [10, 80] with a gradient of 5, and pass the frequency response tester The measured frequency response curve amplitude-frequency data A i (f), A i (f) = [a i1 a i2 ...a iN ], the measured phase-frequency data δ i (f), δ i (f) = [η i1 η i2 ... η iN ], where a iN and η iN respectively represent the amplitude and phase angle of the Nth data point of the i-th group of data;
步骤三:变压器绕组故障判断Step 3: Diagnosis of transformer winding fault
(1)、计算不同湿度下的待检测绕组和正常绕组间的绝缘电阻的平均偏差率μ(1) Calculate the average deviation rate μ of the insulation resistance between the winding to be detected and the normal winding under different humidity
ρj表示为在湿度为j时的绝缘电阻阻值,ρ0表示为正常湿度下的绝缘电阻阻值。ρ j represents the insulation resistance value when the humidity is j, and ρ 0 represents the insulation resistance value under normal humidity.
(2)、计算获得绝缘状态因子θ(2) Calculate the insulation state factor θ
若F1≤θ≤F2,则可判断绕组没有发生故障;若θ>F1或者θ<F2,则可判断绕组发生故障,F1、F2是和变压器型号、运行参数、绕组有关的常数;If F 1 ≤ θ ≤ F 2 , it can be judged that the winding has not failed; if θ > F 1 or θ < F 2 , it can be judged that the winding has failed. F 1 and F 2 are related to the transformer model, operating parameters, and windings. constant;
步骤四:变压器绕组故障类型判断,包括:Step 4: Determine the type of transformer winding fault, including:
(1)、计算相频下的故障因子φ(1) Calculate the fault factor φ under phase frequency
ηj表示正常情况下频响曲线的第j个频率点的幅值,N表示采集点的个数。η j represents the amplitude of the jth frequency point of the frequency response curve under normal circumstances, and N represents the number of collection points.
(2)、计算幅频下的故障因子Λ(2) Calculate the fault factor Λ under amplitude and frequency
aj表示正常情况下频响曲线的第j个频率点的幅值。a j represents the amplitude of the jth frequency point of the frequency response curve under normal circumstances.
(3)、计算故障区分因子β(3) Calculate the fault differentiation factor β
若β≤F3,判断故障为轴向移位;若β>F3,则判断故障为绕组变形,M3是和变压器型号、运行参数、绕组有关的常数。If β ≤ F 3 , the fault is judged to be axial displacement; if β > F 3 , the fault is judged to be winding deformation. M 3 is a constant related to the transformer model, operating parameters, and windings.
Claims (2)
Priority Applications (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN202311712361.4A CN117706299A (en) | 2023-12-13 | 2023-12-13 | A method for identifying transformer winding faults in humid environment |
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN202311712361.4A CN117706299A (en) | 2023-12-13 | 2023-12-13 | A method for identifying transformer winding faults in humid environment |
Publications (1)
Publication Number | Publication Date |
---|---|
CN117706299A true CN117706299A (en) | 2024-03-15 |
Family
ID=90161815
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
CN202311712361.4A Pending CN117706299A (en) | 2023-12-13 | 2023-12-13 | A method for identifying transformer winding faults in humid environment |
Country Status (1)
Country | Link |
---|---|
CN (1) | CN117706299A (en) |
Cited By (1)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN118914784A (en) * | 2024-10-09 | 2024-11-08 | 华贵电气股份有限公司 | Insulation performance detection equipment and method for wall bushing |
Citations (8)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
KR101293404B1 (en) * | 2013-04-10 | 2013-08-16 | 주식회사 서원이에프씨 | Moisture diagnosis apparatus for insulator using characteristic of moisture movement in power transformer, and risk evaluation method using characteristic of moisture movement in power transformer using the same |
CN103323718A (en) * | 2013-06-27 | 2013-09-25 | 成都高斯电子技术有限公司 | Capacitive high-voltage equipment insulation aging diagnostic test system and working method thereof |
CN105182099A (en) * | 2015-06-17 | 2015-12-23 | 国家电网公司 | Transformer winding deformation degree and fault diagnosis method based on frequency response analysis method |
CN109581055A (en) * | 2018-12-28 | 2019-04-05 | 广东电网有限责任公司 | A kind of transformer winding fault type detection method based on Multiresolution Decomposition method |
CN110361611A (en) * | 2019-06-23 | 2019-10-22 | 西南交通大学 | Transformer winding radial deformation lower frequency response test platform and its assessment method |
US20210048487A1 (en) * | 2019-08-12 | 2021-02-18 | Wuhan University | Power transformer winding fault positioning method based on deep convolutional neural network integrated with visual identification |
CN114485379A (en) * | 2022-01-27 | 2022-05-13 | 重庆电子工程职业学院 | Transformer winding on-line monitoring method |
CN115856724A (en) * | 2022-11-24 | 2023-03-28 | 西南交通大学 | A Transformer Winding Fault Identification Method Considering Temperature Factor |
-
2023
- 2023-12-13 CN CN202311712361.4A patent/CN117706299A/en active Pending
Patent Citations (8)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
KR101293404B1 (en) * | 2013-04-10 | 2013-08-16 | 주식회사 서원이에프씨 | Moisture diagnosis apparatus for insulator using characteristic of moisture movement in power transformer, and risk evaluation method using characteristic of moisture movement in power transformer using the same |
CN103323718A (en) * | 2013-06-27 | 2013-09-25 | 成都高斯电子技术有限公司 | Capacitive high-voltage equipment insulation aging diagnostic test system and working method thereof |
CN105182099A (en) * | 2015-06-17 | 2015-12-23 | 国家电网公司 | Transformer winding deformation degree and fault diagnosis method based on frequency response analysis method |
CN109581055A (en) * | 2018-12-28 | 2019-04-05 | 广东电网有限责任公司 | A kind of transformer winding fault type detection method based on Multiresolution Decomposition method |
CN110361611A (en) * | 2019-06-23 | 2019-10-22 | 西南交通大学 | Transformer winding radial deformation lower frequency response test platform and its assessment method |
US20210048487A1 (en) * | 2019-08-12 | 2021-02-18 | Wuhan University | Power transformer winding fault positioning method based on deep convolutional neural network integrated with visual identification |
CN114485379A (en) * | 2022-01-27 | 2022-05-13 | 重庆电子工程职业学院 | Transformer winding on-line monitoring method |
CN115856724A (en) * | 2022-11-24 | 2023-03-28 | 西南交通大学 | A Transformer Winding Fault Identification Method Considering Temperature Factor |
Non-Patent Citations (3)
Title |
---|
LIJUN ZHOU 等: "FDS analysis for multilayer insulation paper with different aging status in traction transformer of high-speed railway", 《IEEE TRANSACTIONS ON DIELECTRICS AND ELECTRICAL INSULATION》, vol. 24, no. 5, 31 October 2017 (2017-10-31), pages 3236 - 3244, XP011673711, DOI: 10.1109/TDEI.2017.006547 * |
ZHENGYU WU 等: "A New Testing Method for the Diagnosis of Winding Faults in Transformer", 《 IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT》, vol. 69, no. 22, 30 November 2020 (2020-11-30), pages 9203 - 9214 * |
郭蕾等: "基于Dissado-Hill模型的油纸绝缘受潮参数特征与评估方法", 《电工技术学报》, vol. 36, no. 23, 31 December 2021 (2021-12-31) * |
Cited By (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN118914784A (en) * | 2024-10-09 | 2024-11-08 | 华贵电气股份有限公司 | Insulation performance detection equipment and method for wall bushing |
CN118914784B (en) * | 2024-10-09 | 2024-12-27 | 华贵电气股份有限公司 | Insulation performance detection equipment and method for wall bushing |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
CN104764984B (en) | The improved method of transformer oil paper insulation dielectric response Equivalent Circuit Parameter identification | |
CN115856724B (en) | Transformer winding fault identification method considering temperature factors | |
CN110456299B (en) | On-line detection method for turn-to-turn short circuit fault of secondary winding of current transformer | |
CN110333474A (en) | A method and system for online detection of abnormal state of transformer metering | |
CN101930047A (en) | A transformer winding state online monitoring device and monitoring method thereof | |
CN102944811B (en) | Detection method of transformer winding deformation | |
CN104898052B (en) | The check system and method for switch mechanical characteristic testing device based on IEC61850 | |
CN103983295B (en) | Sensor fault diagnosis system and diagnostic method based on signal and environmental excitation | |
CN107656181B (en) | A method for quantitatively diagnosing the aging degree of oil-paper insulation | |
CN117706299A (en) | A method for identifying transformer winding faults in humid environment | |
CN110806531A (en) | A method for evaluating the aging state of transformer insulating parts | |
CN118549035A (en) | Pressure sensor fault testing system and method based on data fusion analysis | |
CN105319528B (en) | A kind of operating condition method of inspection of electric energy meter | |
CN114035086A (en) | Battery pack multi-fault diagnosis method based on signal processing | |
CN107179502A (en) | A kind of method for diagnosing faults of mechanical state of high-voltage circuit breaker | |
CN201069467Y (en) | Testing platform for battery manager | |
CN116243230A (en) | On-line fault diagnosis method for voltage transformer | |
CN100363738C (en) | Fuel cell proton exchange membrane water shortage diagnosis method and monitoring device | |
CN111025093B (en) | XLPE cable insulation life estimation method based on double-end balance factor | |
CN119167848A (en) | An online monitoring method for transformer winding deformation based on impedance feature identification | |
CN118534396A (en) | New energy automobile battery fault detection method | |
CN118604713A (en) | A method for monitoring and analyzing transformer faults in power supply system | |
CN113052249B (en) | Transformer winding fault type identification method based on support vector machine and current deviation coefficient | |
CN202939297U (en) | Verification system for ground resistance tester | |
RU2650695C2 (en) | Method and device for monitoring transformer state |
Legal Events
Date | Code | Title | Description |
---|---|---|---|
PB01 | Publication | ||
PB01 | Publication | ||
SE01 | Entry into force of request for substantive examination | ||
SE01 | Entry into force of request for substantive examination |