CN111693216A - Cable water inflow detection method based on thermal parameter time change of filling layer material - Google Patents
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Abstract
本发明公开了一种基于填充层材料热参数时间变化的电缆进水检测方法,包括以下步骤:S1、在电缆的填充层内置入温度传感器;S2、沿电缆的轴线方向标定多个温度探测点,相邻2个温度探测点之间的间距为D;本实施例中间距的大小为20cm,适当的大小,以确保检测结果的准确性。S3、电缆稳定运行后,记录各个温度探测点的温度值;S4、将各个温度值与标准数据库的标准温度对比,根据对比结果判断此温度值相对就的电缆位置是否进水。本发明可在线判断电缆是否进水,并可精确确定进水位置,提高电缆进水监测的可靠性与时效性,对保证电网运行稳定性、保证电缆运行可靠具有重大的社会及经济效益。
The invention discloses a method for detecting water ingress of a cable based on the time change of thermal parameters of a filling layer material. , the distance between two adjacent temperature detection points is D; in this embodiment, the size of the distance is 20cm, which is an appropriate size to ensure the accuracy of the detection results. S3. After the cable runs stably, record the temperature value of each temperature detection point; S4. Compare each temperature value with the standard temperature of the standard database, and judge whether the temperature value is relatively close to the cable position according to the comparison result. The invention can judge whether the cable enters water online, and can accurately determine the water inflow position, improve the reliability and timeliness of the cable water inflow monitoring, and has great social and economic benefits for ensuring the stability of the power grid operation and the reliable operation of the cable.
Description
技术领域technical field
本发明涉及电缆检测技术,具体涉及一种基于填充层材料热参数时间变化的电缆进水检测方法。The invention relates to a cable detection technology, in particular to a cable water ingress detection method based on the time change of thermal parameters of a filling layer material.
背景技术Background technique
随着电缆线路建设的普及和电力电缆的广泛应用,电缆相关故障的发生越发频繁,其中电缆进水导致线路故障较为常见。为了阻止电缆进水后水分扩散,通常电力电缆内设有填充层。填充层由具有吸水膨胀性能的材料制成,遇水迅速膨胀后疏导水分沿电缆纵向扩散实现阻水。With the popularization of cable line construction and the wide application of power cables, cable-related faults occur more and more frequently, and line faults caused by cable water ingress are more common. In order to prevent the water from spreading after the cable enters the water, a filler layer is usually provided in the power cable. The filling layer is made of a material with water-swelling properties, which expands rapidly in the presence of water and diverts the water to diffuse along the longitudinal direction of the cable to achieve water-blocking.
目前针对电缆进水在线有效检测的手段欠缺,未有明确指标表征电缆进水情况。研发一种电缆进水检测方法,实现在线及时并准确地监测,对保证电网运行稳定性、保证电缆运行可靠具有重大的社会及经济效益。At present, there is a lack of effective online detection methods for cable water ingress, and there is no clear indicator to characterize the cable water ingress. The research and development of a cable water ingress detection method to realize online timely and accurate monitoring has great social and economic benefits to ensure the stability of power grid operation and the reliable operation of cables.
发明内容SUMMARY OF THE INVENTION
本发明的目的是为了克服以上现有技术存在的不足,提供了一种基于填充层材料热参数时间变化的电缆进水检测方法。此基于填充层材料热参数时间变化的电缆进水检测方法可在线检测电缆是否进水,且可对进水位置定位,以对电缆进行实时监测。The purpose of the present invention is to overcome the above-mentioned deficiencies of the prior art, and to provide a cable water ingress detection method based on the time change of the thermal parameters of the filling layer material. The cable water ingress detection method based on the time change of the thermal parameters of the filling layer material can detect whether the cable has entered the water online, and can locate the water ingress position to monitor the cable in real time.
本发明的目的通过以下的技术方案实现:本基于填充层材料热参数时间变化的电缆进水检测方法,包括以下步骤:The purpose of the present invention is achieved through the following technical solutions: this cable water ingress detection method based on the time change of the thermal parameters of the filling layer material comprises the following steps:
S1、在电缆的填充层内置入温度传感器;S1. A temperature sensor is built into the filling layer of the cable;
S2、沿电缆的轴线方向标定多个温度探测点,相邻2个温度探测点之间的间距为D;S2. Calibrate a plurality of temperature detection points along the axis of the cable, and the distance between two adjacent temperature detection points is D;
S3、电缆稳定运行后,记录各个温度探测点的温度值;S3. After the cable runs stably, record the temperature value of each temperature detection point;
S4、将各个温度值与标准数据库的标准温度对比,根据对比结果判断此温度值相对就的电缆位置是否进水。S4. Compare each temperature value with the standard temperature of the standard database, and judge whether the cable position relative to this temperature value is water infiltrated according to the comparison result.
步骤S1中,所述温度传感器为分布式光纤温度传感器,此分布式光纤温度传感器呈螺旋或直线分布。In step S1, the temperature sensor is a distributed optical fiber temperature sensor, and the distributed optical fiber temperature sensor is distributed in a spiral or a straight line.
在步骤S4中的标准数据库的标准温度通过对正常电缆在特定参数的情况下采集制得,此特定参数包括电缆运行时间、湿度和电缆受的负荷。The standard temperature of the standard database in step S4 is obtained by collecting the normal cables under the condition of specific parameters, and the specific parameters include the running time of the cables, the humidity and the load on the cables.
标准数据库的建立过程具体如下:The process of establishing the standard database is as follows:
选取一定长度正常的电缆,沿此电缆的轴线方向按一定距离标记测温节点,并对测温节点进行排序;Select a certain length of normal cable, mark the temperature measurement nodes at a certain distance along the axis of the cable, and sort the temperature measurement nodes;
电缆正常运行后,在特定参数下,各测温节点测量得到的温度数值每隔30s~90s保存一次标准温度数据,并每隔1h~3h对保存的标准数据进行处理,以完成标准温度数据的曲线及拟合,再利用归纳算法系统总结在特定参数下标准温度数据的变化特性,以形成标准数据库。After the cable runs normally, under certain parameters, the temperature values measured by each temperature measurement node will save the standard temperature data every 30s ~ 90s, and process the saved standard data every 1h ~ 3h to complete the standard temperature data. Curve and fitting, and then use the induction algorithm to systematically summarize the variation characteristics of standard temperature data under specific parameters to form a standard database.
各测温节点测量得到的温度数值每隔60s保存一次标准温度数据,并每隔2h对保存的标准数据进行处理。The temperature values measured by each temperature measuring node save the standard temperature data every 60s, and process the saved standard data every 2h.
所述在步骤S4中,各个温度值与标准数据库的标准温度对比的具体过程如下:Described in step S4, the specific process that each temperature value is compared with the standard temperature of standard database is as follows:
在标准数据库中找到与温度值对应温度探测点的标准温度,标准温度与温度值之间的差值T,差值T若超出阈值K,则与温度值对应的温度探测点处的电缆进水,其中阈值为填充层测温点在该点进水前后填充层材料温度特性变化差。Find the standard temperature of the temperature detection point corresponding to the temperature value in the standard database, the difference T between the standard temperature and the temperature value, if the difference T exceeds the threshold K, the cable at the temperature detection point corresponding to the temperature value will enter the water , where the threshold value is the difference in temperature characteristics of the filling layer material before and after the filling layer temperature measurement point is filled with water at this point.
本发明相对于现有技术具有如下的优点:Compared with the prior art, the present invention has the following advantages:
1、本基于填充层材料热参数时间变化的电缆进水检测方法将在线检测到的温度探测点检测的温度与事先制成的标准数据库进行比对,以判断电缆是否进水,并可精确确定进水位置。1. This cable water ingress detection method based on the time change of the thermal parameters of the filling layer material compares the temperature detected at the temperature detection point detected online with the pre-made standard database to determine whether the cable has entered water, and can accurately determine Inlet location.
2、本基于填充层材料热参数时间变化的电缆进水检测方法提高电缆进水监测的可靠性与时效性,对保证电网运行稳定性、保证电缆运行可靠具有重大的社会及经济效益。2. This cable water inflow detection method based on the time change of thermal parameters of the filling layer material improves the reliability and timeliness of the cable water inflow monitoring, and has great social and economic benefits to ensure the stability of the power grid operation and the reliable operation of the cable.
附图说明Description of drawings
图1是本发明的基于填充层材料热参数时间变化的电缆进水检测方法的流程图。FIG. 1 is a flow chart of the method for detecting water ingress of a cable based on the time change of thermal parameters of the filling layer material according to the present invention.
图2是本发明的实施例1的分布式光纤温度传感器布置图。FIG. 2 is an arrangement diagram of a distributed optical fiber temperature sensor according to
图3是本发明的实施例2的分布式光纤温度传感器布置图。3 is an arrangement diagram of a distributed optical fiber temperature sensor according to
其中,1为电缆,2为填充层,3为分布式光纤温度传感器。Among them, 1 is a cable, 2 is a filling layer, and 3 is a distributed optical fiber temperature sensor.
具体实施方式Detailed ways
下面结合附图和实施例对本发明作进一步说明。The present invention will be further described below with reference to the accompanying drawings and embodiments.
实施例1Example 1
如图1所示的基于填充层材料热参数时间变化的电缆进水检测方法,包括以下步骤:As shown in Figure 1, the cable water ingress detection method based on the time change of the thermal parameters of the filling layer material includes the following steps:
S1、在电缆的填充层内置入温度传感器;此温度温度传感器为分布式光纤温度传感器,如图3所示,本实施例中的分布式光纤温度传感器呈现螺旋分布。S1. A temperature sensor is built into the filling layer of the cable; the temperature and temperature sensor is a distributed optical fiber temperature sensor. As shown in FIG. 3 , the distributed optical fiber temperature sensor in this embodiment presents a spiral distribution.
S2、沿电缆的轴线方向标定多个温度探测点,相邻2个温度探测点之间的间距为D,同时沿电缆的轴线方向将各个温度探测点进行排序;本实施例中间距的大小为20cm,适当的大小,以确保检测结果的准确性。S2, calibrate a plurality of temperature detection points along the axis direction of the cable, the distance between two adjacent temperature detection points is D, and at the same time, the temperature detection points are sorted along the axis direction of the cable; the size of the distance in this embodiment is 20cm, an appropriate size to ensure the accuracy of the test results.
S3、电缆稳定运行后,记录各个温度探测点的温度值;S3. After the cable runs stably, record the temperature value of each temperature detection point;
S4、将各个温度值与标准数据库的标准温度对比,根据对比结果判断此温度值相对就的电缆位置是否进水。S4. Compare each temperature value with the standard temperature of the standard database, and judge whether the cable position relative to this temperature value is water infiltrated according to the comparison result.
具体的,电缆的填充层具有吸水膨胀的特性,填充层吸水膨胀后,其热参数在一定时间内会发生变化。在填充层内设置分布式光纤温度传感器,利用分布式光纤温度传感器监测填充层的温度变化,再将检测到的温度与标准数据库的标准温度进行对比,以判断电缆是否进水及进水的位置。Specifically, the filling layer of the cable has the characteristics of water absorption and expansion. After the filling layer absorbs water and expands, its thermal parameters will change within a certain period of time. Distributed optical fiber temperature sensors are installed in the filling layer, and the temperature changes of the filling layer are monitored by the distributed optical fiber temperature sensor, and then the detected temperature is compared with the standard temperature of the standard database to judge whether the cable enters the water and the position of the water entering. .
各个温度值与标准数据库的标准温度对比的具体过程如下:在标准数据库中找到与温度值对应温度探测点的标准温度,标准温度与温度值之间的差值T,差值T若超出阈值K,则与温度值对应的温度探测点处的电缆进水,其中阈值为填充层测温点在该点进水前后填充层材料温度特性变化差。此对比过程中,在同样环境的温度、湿度、电缆受的负荷及电缆运行的时间等参数下,标准数据库中的标准温度与温度探测点检测的温度值进行对比,得到标准温度与检测的温度值之间的差值T,看此差值是否超出阈值K,从而判断出此处温度探测点对应电缆处是否进水。The specific process of comparing each temperature value with the standard temperature of the standard database is as follows: find the standard temperature of the temperature detection point corresponding to the temperature value in the standard database, the difference T between the standard temperature and the temperature value, and if the difference T exceeds the threshold K , the cable at the temperature detection point corresponding to the temperature value enters water, and the threshold value is the difference in temperature characteristics of the filling layer material before and after the temperature measurement point of the filling layer enters the water at this point. In this comparison process, the standard temperature in the standard database is compared with the temperature value detected by the temperature detection point under the parameters of the same environment temperature, humidity, load on the cable, and cable running time to obtain the standard temperature and the detected temperature. The difference T between the values, to see whether the difference exceeds the threshold K, so as to determine whether water enters the cable corresponding to the temperature detection point here.
在步骤S4中的标准数据库的标准温度通过对正常电缆在特定参数的情况下采集制得,此特定参数包括电缆运行时间、湿度和电缆受的负荷。The standard temperature of the standard database in step S4 is obtained by collecting the normal cables under the condition of specific parameters, and the specific parameters include the running time of the cables, the humidity and the load on the cables.
标准数据库的建立过程具体如下:The process of establishing the standard database is as follows:
选取一定长度正常的电缆,沿此电缆的轴线方向按一定距离标记测温节点,并对测温节点进行排序;Select a certain length of normal cable, mark the temperature measurement nodes at a certain distance along the axis of the cable, and sort the temperature measurement nodes;
电缆正常运行后,在特定参数下,各测温节点测量得到的温度数值每隔30s~90s保存一次标准温度数据,并每隔1h~3h对保存的标准数据进行处理,以完成标准温度数据的曲线及拟合,再利用归纳算法系统总结在特定参数下标准温度数据的变化特性,以形成标准数据库。具体的,各测温节点测量得到的温度数值每隔60s保存一次标准温度数据,并每隔2h对保存的标准数据进行处理,相邻2个测温节点之间的距离为0.5m。After the cable runs normally, under certain parameters, the temperature values measured by each temperature measurement node will save the standard temperature data every 30s ~ 90s, and process the saved standard data every 1h ~ 3h to complete the standard temperature data. Curve and fitting, and then use the induction algorithm to systematically summarize the variation characteristics of standard temperature data under specific parameters to form a standard database. Specifically, the temperature values measured by each temperature measurement node save the standard temperature data every 60s, and process the saved standard data every 2h, and the distance between two adjacent temperature measurement nodes is 0.5m.
实施例2Example 2
本基于填充层材料热参数时间变化的电缆进水检测方法除以下技术特征外同实施例1:如图2所示,所述分布式光纤温度传感器呈螺旋或直线分布。此分布方式方便分布式光纤温度传感器的布置,操作方便,且同样可准确检测出温度探测点的温度。The cable water ingress detection method based on the time change of the thermal parameters of the filling layer material is the same as the
上述具体实施方式为本发明的优选实施例,并不能对本发明进行限定,其他的任何未背离本发明的技术方案而所做的改变或其它等效的置换方式,都包含在本发明的保护范围之内。The above-mentioned specific embodiments are the preferred embodiments of the present invention, and do not limit the present invention. Any other changes or other equivalent replacement methods that do not deviate from the technical solutions of the present invention are included in the protection scope of the present invention. within.
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Cited By (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN112094471A (en) * | 2020-09-22 | 2020-12-18 | 中电保力(北京)科技有限公司 | Composite test material for testing whether cable is water-entering or not and preparation method and application thereof |
CN112111120A (en) * | 2020-09-22 | 2020-12-22 | 中电保力(北京)科技有限公司 | Composite test material with light transmittance changing along with humidity, and preparation method and application thereof |
Citations (6)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
JPH02147850A (en) * | 1988-11-29 | 1990-06-06 | Nippon Telegr & Teleph Corp <Ntt> | Method for checking water getting into cable |
JPH0785731A (en) * | 1993-09-16 | 1995-03-31 | Mitsubishi Cable Ind Ltd | Cable |
CN107271823A (en) * | 2017-07-21 | 2017-10-20 | 深圳市壹电电力技术有限公司 | Method for monitoring operation states and system based on thermometric high-tension cable |
US20190094165A1 (en) * | 2017-09-20 | 2019-03-28 | Aiq Dienstleistungen Ug (Haftungsbeschränkt) | Condition Monitoring of an Object |
CN110010282A (en) * | 2019-05-23 | 2019-07-12 | 中天科技海缆有限公司 | A kind of cable |
CN209945373U (en) * | 2019-05-27 | 2020-01-14 | 华南理工大学 | An online monitoring device for water inflow of power cables |
-
2020
- 2020-07-13 CN CN202010668092.6A patent/CN111693216A/en active Pending
Patent Citations (6)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
JPH02147850A (en) * | 1988-11-29 | 1990-06-06 | Nippon Telegr & Teleph Corp <Ntt> | Method for checking water getting into cable |
JPH0785731A (en) * | 1993-09-16 | 1995-03-31 | Mitsubishi Cable Ind Ltd | Cable |
CN107271823A (en) * | 2017-07-21 | 2017-10-20 | 深圳市壹电电力技术有限公司 | Method for monitoring operation states and system based on thermometric high-tension cable |
US20190094165A1 (en) * | 2017-09-20 | 2019-03-28 | Aiq Dienstleistungen Ug (Haftungsbeschränkt) | Condition Monitoring of an Object |
CN110010282A (en) * | 2019-05-23 | 2019-07-12 | 中天科技海缆有限公司 | A kind of cable |
CN209945373U (en) * | 2019-05-27 | 2020-01-14 | 华南理工大学 | An online monitoring device for water inflow of power cables |
Non-Patent Citations (6)
Title |
---|
徐洁磐: "《数据库技术实用教程》", 31 January 2016, 中国铁道出版社 * |
方利国,陈砺: "《计算机在化学化工中的应用》", 31 August 2003 * |
王超: "《计算机控制技术》", 31 May 2020 * |
邱伟豪: "《高压直流电缆温度梯度控制与光纤检测技术研究》", 《工程科技Ⅱ辑》 * |
顾永辉: "《煤矿电工手册》", 31 January 2019, 煤炭工业出版社 * |
马莉: "《智能控制与Lon网络开发技术》", 28 February 2003, 北京航空航天大学出版社 * |
Cited By (4)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN112094471A (en) * | 2020-09-22 | 2020-12-18 | 中电保力(北京)科技有限公司 | Composite test material for testing whether cable is water-entering or not and preparation method and application thereof |
CN112111120A (en) * | 2020-09-22 | 2020-12-22 | 中电保力(北京)科技有限公司 | Composite test material with light transmittance changing along with humidity, and preparation method and application thereof |
CN112094471B (en) * | 2020-09-22 | 2022-02-08 | 中电保力(北京)科技有限公司 | Composite test material for testing whether cable is water-entering or not and preparation method and application thereof |
CN112111120B (en) * | 2020-09-22 | 2022-04-29 | 中电保力(北京)科技有限公司 | Composite test material with light transmittance changing along with humidity, and preparation method and application thereof |
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Address after: 511356 No. 19, Yongfeng Road, Yonghe Economic Zone, Guangzhou economic and Technological Development Zone, Guangdong Applicant after: Guangzhou Nanyang cable group Co.,Ltd. Applicant after: SOUTH CHINA University OF TECHNOLOGY Address before: 511356 No. 19, Yongfeng Road, Yonghe Economic Zone, Guangzhou economic and Technological Development Zone, Guangdong Applicant before: GUANGZHOU NANYANG CABLE Co.,Ltd. Applicant before: SOUTH CHINA University OF TECHNOLOGY |
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Application publication date: 20200922 |