CN110119907A - A kind of method for evaluating reliability of electric railway traction power supply system - Google Patents
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Abstract
本发明提供了一种电气化铁路牵引供电系统的可靠性评价方法,包括:采集电气化铁路牵引供电系统的数据信息,将所述数据信息记录于数据库;根据所述数据信息对电气化铁路牵引供电系统中各个电气设备和牵引供电单元的使用状态、故障类别以及设施的种类进行分类分析;根据所述分类分析的结果利用可靠性评价指标对所述电气化铁路牵引供电系统进行评价,与管理信息系统或安全生产调度指挥系统现有统计指标相融合,建立电气化铁路牵引供电系统的可靠性评价技术体系,利用所述可靠性评价技术体系中的评价指标对电气化铁路牵引供电系统的可靠性进行评价。本发明提出的一种电气化铁路牵引供电系统的可靠性评价方法,充分考虑我国电气化铁路牵引供电特性并结合我国高铁的设计特点及运行特点,并从设备层面和系统层面两个角度,建立科学的可靠性定量评价指标。
The invention provides a reliability evaluation method for an electrified railway traction power supply system, comprising: collecting data information of the electrified railway traction power supply system, and recording the data information in a database; Classification and analysis are carried out on the use status, fault category and type of facilities of each electrical equipment and traction power supply unit; according to the results of the classification analysis, the traction power supply system of the electrified railway is evaluated using the reliability evaluation index, and the management information system or safety The existing statistical indicators of the production dispatch command system are integrated to establish a reliability evaluation technology system for the traction power supply system of the electrified railway, and the reliability of the traction power supply system of the electrified railway is evaluated by using the evaluation indicators in the reliability evaluation technology system. The reliability evaluation method of the traction power supply system of the electrified railway proposed by the present invention fully considers the traction power supply characteristics of the electrified railway in my country and combines the design characteristics and operation characteristics of my country's high-speed railway, and establishes a scientific Quantitative evaluation index of reliability.
Description
技术领域technical field
本发明涉及大数据技术领域,尤其涉及一种电气化铁路牵引供电系统的可靠性评价方法。The invention relates to the technical field of big data, in particular to a reliability evaluation method of an electrified railway traction power supply system.
背景技术Background technique
牵引供电系统是电气化铁路的基础设施和重要组成部分,为列车提供动力能源,其运行可靠性直接关系到电气化铁路的可靠性。由于运行环境、运行条件的复杂性,牵引供变电设备、接触网等的故障不可避免;同时,由于电气化铁路牵引供电系统的特殊性,使得出现设备故障或供电故障的概率仍比电力系统要高。不同类型的故障导致的后果不尽相同,严重时则会造成供电中断,直接引起列车延误甚至不得不取消。The traction power supply system is the infrastructure and an important part of the electrified railway, providing power energy for the train, and its operational reliability is directly related to the reliability of the electrified railway. Due to the complexity of the operating environment and operating conditions, the failure of traction power supply and transformation equipment, catenary, etc. is inevitable; at the same time, due to the particularity of the traction power supply system of electrified railways, the probability of equipment failure or power supply failure is still higher than that of the power system. high. The consequences of different types of failures are different. In severe cases, the power supply will be interrupted, which will directly cause the train to be delayed or even have to be cancelled.
随着电气化铁路的大规模兴建,电气化铁路的可靠性、可用性、可维修性和安全性(RAMS)问题备受关注。国际上,早在1999年就已提出了针对轨道交通系统的RAMS评价标准EN50126,虽然,2002年我国也根据该标准制定了IEC62278:2002《轨道交通——可靠性、可用性、可维修性和安全性规范及示例》,其中第一部分已经上升为IEC标准,并被我国国标采纳,但是其内容只针对轨道交通RAMS相关术语进行了解释说明,并没有明确提出针对电气化铁路供变电设备及运营线路的评价标准。自可靠性相关定义的提出到现在,各国学者一直致力于探索一种实用的针对规模庞大的电气化铁路可靠性的定量评价方法。With the large-scale construction of electrified railways, the reliability, availability, maintainability and safety (RAMS) issues of electrified railways have attracted much attention. Internationally, the RAMS evaluation standard EN50126 for rail transit systems has been proposed as early as 1999, although in 2002, my country also formulated IEC62278: 2002 "Rail Transit - Reliability, Availability, Maintainability and Safety" according to this standard. Specifications and Examples", the first part of which has been raised to the IEC standard and adopted by my country's national standard, but its content only explains the terms related to rail transit RAMS, and does not explicitly propose the power supply and transformation equipment and operating lines for electrified railways. evaluation criteria. Since the introduction of the definition of reliability, scholars from all over the world have been devoted to exploring a practical quantitative evaluation method for the reliability of large-scale electrified railways.
相较于国际上的这些国家及我国电力系统行业,我国铁路行业对电气化铁路牵引供电系统可靠性的研究起步较晚,研究工作开展的也十分缓慢。电气化铁路牵引供电系统的可靠性管理和基于可靠性的维修策略是当前的薄弱环节,国内还没有建立牵引供电系统可靠性定量评价的技术体系。Compared with these countries in the world and my country's power system industry, the research on the reliability of electrified railway traction power supply system in my country's railway industry started relatively late, and the research work was carried out very slowly. The reliability management and reliability-based maintenance strategy of the traction power supply system of the electrified railway are the current weak links, and there is no technical system for quantitative evaluation of the reliability of the traction power supply system in China.
此外,电气化铁路牵引供电系统可靠性研究牵涉范围广,持续周期长,工作量巨大,涉及海量数据的搜集、统计和分析,其中大数据的搜集包括电气化铁路牵引供电系统中包含的各个电气设备和牵引供电单元的初始信息、安全信息、故障信息、设备变动信息以及牵引供电系统的安全信息、故障信息等。其次,对大数据进行数据挖掘与可靠性评价等专业化处理。同时,应与供电段、铁路局、总公三层管理信息系统或安全生产调度指挥系统现有统计指标相融合、充分共享资源。In addition, the reliability research of the traction power supply system of the electrified railway involves a wide range, has a long duration and a huge workload, and involves the collection, statistics and analysis of massive data. The collection of big data includes the various electrical equipment and Initial information, safety information, fault information, equipment change information of the traction power supply unit, and safety information and fault information of the traction power supply system. Secondly, the professional processing of big data such as data mining and reliability evaluation is carried out. At the same time, it should be integrated with the existing statistical indicators of the three-layer management information system of the power supply section, the railway bureau, and the general public office or the safety production dispatching command system to fully share resources.
为了更科学的评价电气化铁路牵引供电系统的可靠性,提高运营维护水平,十分有必要研究电气化铁路牵引供电系统的可靠性评价方法。In order to evaluate the reliability of the traction power supply system of the electrified railway more scientifically and improve the operation and maintenance level, it is necessary to study the reliability evaluation method of the traction power supply system of the electrified railway.
发明内容SUMMARY OF THE INVENTION
本发明的实施例提供了一种电气化铁路牵引供电系统的可靠性评价方法,以克服现有技术的缺陷。Embodiments of the present invention provide a reliability evaluation method for an electrified railway traction power supply system to overcome the defects of the prior art.
为了实现上述目的,本发明采取了如下技术方案。In order to achieve the above objects, the present invention adopts the following technical solutions.
一种电气化铁路牵引供电系统的可靠性评价方法,包括:A reliability evaluation method for an electrified railway traction power supply system, comprising:
采集电气化铁路牵引供电系统的数据信息,将所述数据信息记录于数据库;Collect the data information of the traction power supply system of the electrified railway, and record the data information in the database;
根据所述数据信息对电气化铁路牵引供电系统中各个电气设备和牵引供电单元的使用状态、故障类别以及设施的种类进行分类分析;According to the data information, classify and analyze the use status, fault type and facility type of each electrical equipment and traction power supply unit in the traction power supply system of the electrified railway;
根据所述分类分析的结果利用可靠性评价指标对所述电气化铁路牵引供电系统进行评价,与管理信息系统或安全生产调度指挥系统现有统计指标相融合,建立电气化铁路牵引供电系统的可靠性评价技术体系,利用所述可靠性评价技术体系中的评价指标对电气化铁路牵引供电系统的可靠性进行评价。According to the results of the classification analysis, the traction power supply system of the electrified railway is evaluated by the reliability evaluation index, and the reliability evaluation of the traction power supply system of the electrified railway is established by integrating with the existing statistical indicators of the management information system or the safety production dispatching command system. A technical system, using the evaluation indexes in the reliability evaluation technical system to evaluate the reliability of the traction power supply system of the electrified railway.
优选地,所述采集电气化铁路牵引供电系统的数据信息,将所述数据信息记录于数据库,包括:采集所述电气化铁路牵引供电系统的基础信息,即采集所述电气化铁路牵引供电系统中各个电气设备和牵引供电单元的初始信息、安全信息、故障信息、设备变动信息以及牵引供电系统的安全信息和故障信息;Preferably, the collecting data information of the traction power supply system of the electrified railway, and recording the data information in a database, includes: collecting basic information of the traction power supply system of the electrified railway, that is, collecting the electrical information of each electric power supply system in the traction power supply system of the electrified railway. Initial information, safety information, fault information, equipment change information, and safety information and fault information of the traction power supply system of equipment and traction power supply units;
采集所述电气化铁路牵引供电系统中各个电气设备和牵引供电单元使用状态,包括:各个电气设备和牵引供电单元的可用状态、不可用状态,所述可用状态分为运行和备用;所述不可用状态包含计划停运和非计划停运,所述计划停运包含天窗停运、检修停运、改造施工停运和临时停运;Collect the usage status of each electrical equipment and traction power supply unit in the traction power supply system of the electrified railway, including: the available status and the unavailable status of each electrical equipment and traction power supply unit, the available status is divided into running and standby; the unavailable status The status includes planned outages and unplanned outages, the planned outages include sunroof outages, maintenance outages, renovation construction outages, and temporary outages;
将采集的所述电气化铁路牵引供电系统的基础信息和电气化铁路牵引供电系统中各个电气设备和牵引供电单元使用状态存入数据库。The collected basic information of the traction power supply system of the electrified railway and the usage status of each electrical equipment and traction power supply unit in the traction power supply system of the electrified railway are stored in a database.
优选地,根据所述数据信息对电气化铁路牵引供电系统中各个电气设备和牵引供电单元的使用状态、故障类别以及设施的种类进行分类分析,具体包括:Preferably, according to the data information, the use status, fault category and facility type of each electrical equipment and traction power supply unit in the electrified railway traction power supply system are classified and analyzed, including:
对所述电气化铁路牵引供电系统中设备使用状态分类,包括:可用状态和不可用状态,所述可用状态分为运行、备用;所述不可用状态中包含计划停运和非计划停运,所述计划停运包含天窗停运、检修停运、改造施工停运、临时停运;Classify the use status of equipment in the traction power supply system of the electrified railway, including: available status and unavailable status, the available status is divided into running and standby; the unavailable status includes planned outage and unplanned outage, so The above planned outages include skylight outages, maintenance outages, renovation construction outages, and temporary outages;
对所述电气化铁路牵引供电系统中设备故障的分类,包括:设备老化、设备自身故障、列车故障、自然因素、人为因素、鸟害、异物和其他因素;Classification of equipment failures in the traction power supply system of the electrified railway, including: equipment aging, equipment failures, train failures, natural factors, human factors, bird damage, foreign objects and other factors;
对所述电气化铁路牵引供电系统中设施的种类进行分类,包括:供电设备、牵引网供电单元和运营线路。Classify the types of facilities in the traction power supply system of the electrified railway, including: power supply equipment, traction network power supply units and operation lines.
优选地,根据所述分类分析的结果利用可靠性评价指标对所述电气化铁路牵引供电系统进行评价,与管理信息系统或安全生产调度指挥系统现有统计指标相融合,建立电气化铁路牵引供电系统的可靠性评价技术体系,包括:Preferably, the reliability evaluation index is used to evaluate the traction power supply system of the electrified railway according to the result of the classification analysis, and it is integrated with the existing statistical indicators of the management information system or the safety production dispatching command system to establish the traction power supply system of the electrified railway. Reliability evaluation technology system, including:
计算所述电气化铁路牵引供电系统中可靠性评价共有指标:Calculate the reliability evaluation common indicators in the traction power supply system of the electrified railway:
可用系数AF,表示统计对象在统计时间内能够完成预定功能的几率,即The available coefficient AF represents the probability that the statistical object can complete the predetermined function within the statistical time, namely
式中,可用小时AH即统计对象在统计期间内处于可用状态的小时数;In the formula, the available hours AH is the number of hours that the statistical object is available in the statistical period;
运行系数SF,表示统计对象在统计时间内处于工作状态的几率,即The running coefficient SF represents the probability that the statistical object is in a working state during the statistical time, that is,
式中,运行小时SH即统计对象在统计期间内处于运行状态的小时数,即In the formula, the operating hours SH is the number of hours that the statistical object is in the running state during the statistical period, that is,
运行小时SH=可用小时AH-备用小时RH(3)Operating hours SH = available hours AH - standby hours RH (3)
计划停运系数POF,表示统计对象在统计时间内处于计划停运状态的几率,即The planned outage factor POF, which represents the probability that the statistical object is in the planned outage state during the statistical time, namely
式中,计划停运小时POH即统计对象在统计期间内处于天窗停运、检修停运、改造施工停运和临时停运状态下小时数的总和;In the formula, the POH of planned outage hours is the sum of the hours when the statistical object is in the state of skylight outage, maintenance outage, renovation construction outage and temporary outage during the statistical period;
非计划停运系数UOF,表示统计对象在统计时间内处于非计划停运状态的几率,即The unplanned outage factor UOF represents the probability that the statistical object is in an unplanned outage state during the statistical time, namely
式中,非计划停运小时UOH即统计对象在统计期间内处于不可用而又不是计划停运的状态下的小时数;In the formula, the unplanned outage hour UOH is the number of hours that the statistical object is unavailable but not planned outage during the statistical period;
计划停运率POR,表示统计对象在统计时间内处于计划停运状态下的次数,即The planned outage rate, POR, indicates the number of times the statistical object is in the planned outage state during the statistical time, that is,
非计划停运率UOR,表示统计对象在统计时间内处于非计划停运状态下的次数,即The unplanned outage rate UOR represents the number of times the statistical object is in the unplanned outage state during the statistical time, namely
平均连续可用时长CSH,表示统计对象在统计时间内平均每次处于可用状态下的时长,即Average Continuous Availability Time CSH, which means the average duration of each time the statistical object is available in the statistical time, that is,
暴露率EXR,表示统计对象在统计时间内运行时间与可用时间之比的百分数,反映了统计对象的实际运行状况,即The exposure rate EXR, which represents the percentage of the ratio of the running time of the statistical object to the available time in the statistical time, reflects the actual operating status of the statistical object, namely
可靠系数RF,表示统计对象在统计时间内处于非故障状态的几率,即Reliability coefficient RF, which represents the probability that the statistical object is in a non-faulty state within the statistical time, namely
优选地,所述方法还包括:Preferably, the method further includes:
计算所述电气化铁路牵引供电系统中牵引网供电单元可靠性评价特有指标:Calculate the specific indicators for reliability evaluation of the traction network power supply unit in the traction power supply system of the electrified railway:
在计算牵引网供电单元计划停运率和非计划停运率两个指标时,当已知供电单元里程时,采用式(11)进行计算;当供电单元里程不知,只知道牵引供电单元个数时,采用式(12)进行计算;牵引网供电单元计划停运率按牵引网供电单元里程计算,即When calculating the planned outage rate and unplanned outage rate of the traction network power supply unit, when the mileage of the power supply unit is known, the formula (11) is used for calculation; when the mileage of the power supply unit is unknown, only the number of traction power supply units is known. When , the formula (12) is used for calculation; the planned outage rate of the power supply unit of the traction network is calculated according to the mileage of the power supply unit of the traction network, that is
按牵引网供电单元个数计算,即Calculated according to the number of power supply units in the traction network, namely
优选地,所述方法还包括:Preferably, the method further includes:
计算所述电气化铁路牵引供电系统中运营线路牵引网可靠性评价特有指标:Calculate the unique indicators for the reliability evaluation of the traction network of the operating line in the traction power supply system of the electrified railway:
牵引网供电单元平均故障停电时间MTTraction grid power supply unit mean time to failure MT
牵引网供电单元平均故障停电次数ATTraction network power supply unit average number of outages AT
牵引网供电单元故障停电平均持续时间ADBAverage duration of power outage of traction network power supply unit ADB
根据所述电气化铁路牵引供电系统中各个电气设备和牵引供电单元评价指标计算同类设备多台指标和电气化铁路运营线路牵引网指标,进而得出设施多年统计指标,与管理信息系统或安全生产调度指挥系统现有统计指标相融合,建立电气化铁路牵引供电系统可靠性评价技术体系,利用所述可靠性评价技术体系中的评价指标对电气化铁路牵引供电系统的可靠性进行评价。According to the evaluation indicators of each electrical equipment and traction power supply unit in the traction power supply system of the electrified railway, calculate the indicators of multiple sets of similar equipment and the traction network indicators of the operation lines of the electrified railway, and then obtain the statistical indicators of the facilities for many years, which are related to the management information system or the safety production dispatching command. The existing statistical indicators of the system are integrated to establish a reliability evaluation technology system for the traction power supply system of the electrified railway.
由上述本发明的实施例提供的技术方案可以看出,本发明实施例提供了一种电气化铁路牵引供电系统可靠性评价方法。可靠性评价包括牵引供电设备自投产之日起的状态分类,根据不同状态的统计时间对处所中单台(段)供电设备指标、处所中同类多台(段)供电设备指标、牵引网供电单元指标、电气化铁路运营线路牵引网指标以及设施多年统计指标的可靠性定量评价技术体系。本发明充分考虑我国电气化铁路的结构和运行特点,从设备和系统两个层面,建立可靠性定量评价指标和可靠性数据收集方法;研究牵引供变电设备和牵引网供电单元可靠性数据的采集需求以及可靠性指标的计算方法,考虑到其涉及海量数据统计分析的大数据技术,因此建立SQL数据库,并开发B/S架构电气化铁路牵引供电系统可靠性统计分析软件,使之与管理信息系统或安全生产调度指挥系统相融合、充分共享资源。从而形成我国电气化铁路牵引供电系统基础数据搜集与可靠性评价系统,使之作为运营维护部门实施基于可靠性的维修和可靠性管理的基础。It can be seen from the technical solutions provided by the above embodiments of the present invention that the embodiments of the present invention provide a reliability evaluation method for an electrified railway traction power supply system. The reliability evaluation includes the status classification of the traction power supply equipment since the date of commissioning, and according to the statistical time of different states, the indicators of a single (section) power supply equipment in the space, the indicators of multiple (section) power supply equipment of the same type in the space, and the power supply unit of the traction network are evaluated. Quantitative evaluation technology system for reliability of indicators, traction network indicators of electrified railway operation lines, and statistical indicators of facilities for many years. The invention fully considers the structure and operation characteristics of my country's electrified railways, and establishes a reliability quantitative evaluation index and a reliability data collection method from two levels of equipment and systems; studies the collection of reliability data of traction power supply and transformation equipment and traction network power supply units Considering the big data technology involved in the statistical analysis of massive data, the calculation method of the demand and reliability index, the SQL database was established, and the B/S structure electrified railway traction power supply system reliability statistical analysis software was developed to make it compatible with the management information system. Or the safety production dispatching command system is integrated to fully share resources. Thus, the basic data collection and reliability evaluation system of my country's electrified railway traction power supply system is formed, which can be used as the basis for the operation and maintenance department to implement reliability-based maintenance and reliability management.
本发明附加的方面和优点将在下面的描述中部分给出,这些将从下面的描述中变得明显,或通过本发明的实践了解到。Additional aspects and advantages of the present invention will be set forth in part in the following description, which will be apparent from the following description, or may be learned by practice of the present invention.
附图说明Description of drawings
为了更清楚地说明本发明实施例的技术方案,下面将对实施例描述中所需要使用的附图作简单地介绍,显而易见地,下面描述中的附图仅仅是本发明的一些实施例,对于本领域普通技术人员来讲,在不付出创造性劳动的前提下,还可以根据这些附图获得其他的附图。In order to illustrate the technical solutions of the embodiments of the present invention more clearly, the following briefly introduces the accompanying drawings used in the description of the embodiments. Obviously, the drawings in the following description are only some embodiments of the present invention. For those of ordinary skill in the art, other drawings can also be obtained from these drawings without any creative effort.
图1为本发明实施例提供的一种电气化铁路牵引供电系统的可靠性评价方法的流程图;1 is a flowchart of a reliability evaluation method for an electrified railway traction power supply system provided by an embodiment of the present invention;
图2为本发明实施例提供的电气化铁路牵引供电系统的设备使用状态分类;FIG. 2 is a classification of equipment use states of an electrified railway traction power supply system provided by an embodiment of the present invention;
图3为本发明实施例提供的SQL数据库管理结构示意图;3 is a schematic diagram of a SQL database management structure provided by an embodiment of the present invention;
图4为本发明实施例提供的SQL数据库设备初始信息记录结构示意图;4 is a schematic structural diagram of an initial information record of a SQL database device provided by an embodiment of the present invention;
图5为本发明实施例提供的SQL数据库设备运行情况记录结构示意图;5 is a schematic structural diagram of a SQL database device operation status record provided by an embodiment of the present invention;
图6为本发明实施例提供的电气化铁路牵引供电系统的可靠性评价内容模块示意图。FIG. 6 is a schematic diagram of a reliability evaluation content module of an electrified railway traction power supply system according to an embodiment of the present invention.
具体实施方式Detailed ways
下面详细描述本发明的实施方式,所述实施方式的示例在附图中示出,其中自始至终相同或类似的标号表示相同或类似的元件或具有相同或类似功能的元件。下面通过参考附图描述的实施方式是示例性的,仅用于解释本发明,而不能解释为对本发明的限制。Embodiments of the present invention are described in detail below, examples of which are illustrated in the accompanying drawings, wherein the same or similar reference numerals refer to the same or similar elements or elements having the same or similar functions throughout. The embodiments described below with reference to the accompanying drawings are exemplary and are only used to explain the present invention, but not to be construed as a limitation of the present invention.
本技术领域技术人员可以理解,除非特意声明,这里使用的单数形式“一”、“一个”、“所述”和“该”也可包括复数形式。应该进一步理解的是,本发明的说明书中使用的措辞“包括”是指存在所述特征、整数、步骤、操作、元件和/或组件,但是并不排除存在或添加一个或多个其他特征、整数、步骤、操作、元件、组件和/或它们的组。应该理解,当我们称元件被“连接”或“耦接”到另一元件时,它可以直接连接或耦接到其他元件,或者也可以存在中间元件。此外,这里使用的“连接”或“耦接”可以包括无线连接或耦接。这里使用的措辞“和/或”包括一个或更多个相关联的列出项的任一单元和全部组合。It will be understood by those skilled in the art that the singular forms "a", "an", "the" and "the" as used herein can include the plural forms as well, unless expressly stated otherwise. It should be further understood that the word "comprising" used in the description of the present invention refers to the presence of stated features, integers, steps, operations, elements and/or components, but does not exclude the presence or addition of one or more other features, Integers, steps, operations, elements, components and/or groups thereof. It will be understood that when we refer to an element as being "connected" or "coupled" to another element, it can be directly connected or coupled to the other element or intervening elements may also be present. Furthermore, "connected" or "coupled" as used herein may include wirelessly connected or coupled. As used herein, the term "and/or" includes any and all combinations of one or more of the associated listed items.
本技术领域技术人员可以理解,除非另外定义,这里使用的所有术语(包括技术术语和科学术语)具有与本发明所属领域中的普通技术人员的一般理解相同的意义。还应该理解的是,诸如通用字典中定义的那些术语应该被理解为具有与现有技术的上下文中的意义一致的意义,并且除非像这里一样定义,不会用理想化或过于正式的含义来解释。It will be understood by those skilled in the art that, unless otherwise defined, all terms (including technical and scientific terms) used herein have the same meaning as commonly understood by one of ordinary skill in the art to which this invention belongs. It should also be understood that terms such as those defined in general dictionaries should be understood to have meanings consistent with their meanings in the context of the prior art and, unless defined as herein, are not to be taken in an idealized or overly formal sense. explain.
为便于对本发明实施例的理解,下面将结合附图以几个具体实施例为例做进一步的解释说明,且各个实施例并不构成对本发明实施例的限定。In order to facilitate the understanding of the embodiments of the present invention, the following will take several specific embodiments as examples for further explanation and description in conjunction with the accompanying drawings, and each embodiment does not constitute a limitation to the embodiments of the present invention.
本发明实施例提供了一种电气化铁路牵引供电系统的可靠性评价方法,如图1所示,包括:An embodiment of the present invention provides a reliability evaluation method for an electrified railway traction power supply system, as shown in FIG. 1 , including:
1)采集电气化铁路牵引供电系统的数据信息,将所述数据信息记录于数据库;1) Collect the data information of the traction power supply system of the electrified railway, and record the data information in the database;
2)根据所述数据信息对电气化铁路牵引供电系统中各个电气设备和牵引供电单元的使用状态、故障类别以及设施的种类进行分类分析;2) According to the data information, classify and analyze the usage status, fault category and facility type of each electrical equipment and traction power supply unit in the traction power supply system of the electrified railway;
3)根据所述分类分析的结果利用可靠性评价指标对所述电气化铁路牵引供电系统进行评价,与管理信息系统或安全生产调度指挥系统现有统计指标相融合,建立电气化铁路牵引供电系统的可靠性评价技术体系,利用所述可靠性评价技术体系中的评价指标对电气化铁路牵引供电系统的可靠性进行评价。3) Use the reliability evaluation index to evaluate the traction power supply system of the electrified railway according to the results of the classification analysis, and integrate with the existing statistical indicators of the management information system or the safety production dispatching command system to establish the reliability of the traction power supply system of the electrified railway. The reliability evaluation technology system is used to evaluate the reliability of the traction power supply system of the electrified railway by using the evaluation indexes in the reliability evaluation technology system.
该实施例提供了一种电气化铁路牵引供电系统的可靠性评价方法,包括如下的处理步骤:This embodiment provides a reliability evaluation method for an electrified railway traction power supply system, including the following processing steps:
步骤11:采集电气化铁路牵引供电系统牵引供变电设备和牵引网供电单元的初始情况、运行情况、故障情况等数据信息记录于SQL数据库,并对设备的运行和故障的状态分类,具体包括:Step 11: Collect the initial situation, operation situation, fault situation and other data information of the traction power supply and transformation equipment of the traction power supply system of the electrified railway and the power supply unit of the traction network, record it in the SQL database, and classify the operation and fault status of the equipment, including:
大数据的搜集与记录:大数据的搜集与记录包括电气化铁路牵引供电系统中包含的各个电气设备和牵引供电单元的初始信息、安全信息、故障信息、设备变动信息以及牵引供电系统的安全信息、故障信息等基础信息。各个电气设备和牵引供电单元的使用状态主要分为可用状态、不可用状态,可用状态分为运行、备用;不可用状态中包含计划停运和非计划停运,而计划停运包含天窗停运、检修停运、改造施工停运、临时停运。Collection and recording of big data: The collection and recording of big data includes the initial information, safety information, fault information, equipment change information, and safety information of the traction power supply system and traction power supply units included in the electric railway traction power supply system. Basic information such as fault information. The use status of each electrical equipment and traction power supply unit is mainly divided into available status and unavailable status. Available status is divided into running and standby; unavailable status includes planned outage and unplanned outage, while planned outage includes sunroof outage. , Maintenance outage, renovation construction outage, temporary outage.
数据挖掘:对所搜集和记录的大数据进行数据挖掘,根据各个电气设备和牵引供电单元的使用状态、故障类别以及设施的种类进行分类分析,电气化铁路牵引供电系统的设备使用状态分类如图2所示,设备的使用状态主要分为可用状态、不可用状态,可用状态分为运行、备用;不可用状态中包含计划停运和非计划停运,而计划停运包含天窗停运、检修停运、改造施工停运、临时停运。设备的故障类别主要分为设备老化、设备自身故障、列车故障、自然因素、人为因素、鸟害、异物和其他因素。Data mining: Data mining is carried out on the collected and recorded big data, and the classification and analysis are carried out according to the use status, fault category and facility type of each electrical equipment and traction power supply unit. As shown, the use status of equipment is mainly divided into available status and unavailable status, and available status is divided into running and standby; unavailable status includes planned outage and unplanned outage, while planned outage includes skylight outage, maintenance outage Transportation, renovation construction outage, temporary outage. The failure categories of equipment are mainly divided into equipment aging, equipment failure, train failure, natural factors, human factors, bird damage, foreign objects and other factors.
统计的电气化铁路牵引供电设施包括供电设备、牵引网供电单元和运营线路。供电设备包括变压器(包括主变压器、自用电变压器、自耦变压器)、断路器、隔离开关、电流互感器(不含附设于变压器、断路器内不作独立设备注册的套管型电流互感器)、电压互感器(含电容式电压互感器)、避雷器、避雷针、抗雷圈、电抗器、电容器、GIS开关柜、电缆线路、母线、继电保护设备、交流电源设备、远动设备等。运营线路包括某供电段运营线路、某条运营线路以及多条运营线路。The statistical electrified railway traction power supply facilities include power supply equipment, traction network power supply units and operating lines. Power supply equipment includes transformers (including main transformers, self-consumption transformers, and autotransformers), circuit breakers, isolating switches, and current transformers (excluding bushing-type current transformers attached to transformers and circuit breakers that are not registered as independent equipment) , Voltage transformers (including capacitive voltage transformers), arresters, lightning rods, anti-lightning rings, reactors, capacitors, GIS switchgear, cable lines, busbars, relay protection equipment, AC power equipment, telecontrol equipment, etc. The operation line includes an operation line of a power supply section, a certain operation line, and multiple operation lines.
其中,SQL数据库采用主键(primary key,PK)与外键(foreign key,FK)相结合的方式,通过设置主键唯一地标识表中的每一行,可保证表的实体完整性;通过设置外键使表与表之间形成关联,保持数据一致性以及数据库的层次结构。SQL数据库的设计满足数据库第三范式(3NF)的设计规范,使数据库简洁、结构明晰,减少了数据的冗余。Among them, the SQL database adopts the combination of primary key (PK) and foreign key (foreign key, FK), by setting the primary key to uniquely identify each row in the table, the entity integrity of the table can be guaranteed; by setting the foreign key Make associations between tables and maintain data consistency and database hierarchies. The design of SQL database complies with the design specification of database third normal form (3NF), which makes the database concise and clear in structure and reduces the redundancy of data.
SQL数据库中管理结构图如图3所示。管理结构主要包括路局管理、供电段管理、线路管理和线路与供电段之间的关系表。局管理、供电段管理、线路管理表格中还包括牵引所个数、AT所个数、分区所个数、供电臂个数、牵引网供电单元个数,线路供电段关系表中的起止公里等信息(示意图中略去)。The management structure diagram in the SQL database is shown in Figure 3. The management structure mainly includes road bureau management, power supply section management, line management and the relationship table between lines and power supply sections. Bureau management, power supply section management, and line management tables also include the number of traction stations, the number of AT stations, the number of partition stations, the number of power supply arms, the number of traction network power supply units, the starting and ending kilometers in the line power supply section relationship table, etc. information (omitted from schematic diagram).
图4SQL数据库管理设备初始信息结构示意图。其中,供电设备还包括电流互感器、断路器、电抗器、隔离开关、母线、阻波器、耦合电容器、避雷器、组合电器等。每个设备注册表中包括设备初始信息记录,如:设备的型号、安装位置、出厂日期、投运日期等(示意图中略去)。Figure 4 is a schematic diagram of the initial information structure of the SQL database management device. Among them, the power supply equipment also includes current transformers, circuit breakers, reactors, isolating switches, bus bars, wave arresters, coupling capacitors, lightning arresters, combined electrical appliances, etc. Each device registry includes initial device information records, such as: device model, installation location, date of manufacture, date of commissioning, etc. (omitted in the schematic diagram).
设备运行情况记录结构图如图5所示,主要记录牵引网供电单元和牵引变电所内设备的运行及变动情况,以及保护装置的动作情况。其中,各表中还包括停运区段、停运起止时间、停运时长、故障原因等信息(示意图中略去)。The equipment operation record structure diagram is shown in Figure 5, which mainly records the operation and changes of the equipment in the traction network power supply unit and the traction substation, as well as the action of the protection device. Among them, each table also includes outage section, outage start and end time, outage duration, failure cause and other information (omitted in the schematic diagram).
步骤12:本发明将牵引供电系统可靠性评价指标划分为五个模块,如图6电气化铁路牵引供电系统的可靠性评价内容模块所示。根据电气化铁路牵引供电系统设备的基础数据采用可靠性评价指标计算单台设备以及牵引供电单元(即图6中牵引变电所内单台设备可靠性评价指标和牵引网供电单元可靠性评价指标两个模块)的可用系数、运行系数、计划停运系数、非计划停运系数、计划停运率、非计划停运率、平均连续可用小时、暴露率、可靠系数(以及牵引网供电单元特有指标:供电单元平均故障停电时间、平均故障停电次数、单元故障停电平均持续时间)。Step 12: The present invention divides the reliability evaluation index of the traction power supply system into five modules, as shown in the reliability evaluation content module of the traction power supply system of the electrified railway in FIG. 6 . According to the basic data of the traction power supply system equipment of the electrified railway, the reliability evaluation index is used to calculate the single device and the traction power supply unit (that is, the reliability evaluation index of the single device in the traction substation and the reliability evaluation index of the traction network power supply unit in Figure 6). module) availability factor, operation factor, planned outage factor, unplanned outage factor, planned outage rate, unplanned outage rate, average continuous available hours, exposure rate, reliability factor (and the specific indicators of the traction network power supply unit: Power supply unit average time of outage, average number of outages, average duration of unit outage).
1.1可靠性评价共有指标:1.1 Common indicators for reliability evaluation:
以单台(段)供电设备可靠性评价指标为例,介绍图6中的五个模块共有指标,如下:Taking the reliability evaluation index of a single (segment) power supply equipment as an example, the common indicators of the five modules in Figure 6 are introduced as follows:
(1)可用系数(available factor,AF)表示统计对象在统计时间内能够完成预定功能的几率,即(1) The available factor (AF) represents the probability that the statistical object can complete the predetermined function within the statistical time, namely
式中,可用小时AH即统计对象在统计期间内处于可用状态的小时数。In the formula, the available hours AH is the number of hours that the statistical object is available in the statistical period.
(2)运行系数(available factor,SF)表示统计对象在统计时间内处于工作状态的几率,即(2) The operating factor (available factor, SF) represents the probability that the statistical object is in a working state within the statistical time, namely
式中,运行小时SH即统计对象在统计期间内处于运行状态的小时数,即In the formula, the operating hours SH is the number of hours that the statistical object is in the running state during the statistical period, that is,
运行小时SH=可用小时AH-备用小时RH (3)Operating hours SH = Available hours AH - Standby hours RH (3)
(3)计划停运系数(planned outage factor,POF)表示统计对象在统计时间内处于计划停运状态的几率,即(3) The planned outage factor (POF) represents the probability that the statistical object is in the planned outage state during the statistical time, namely
式中,计划停运小时POH即统计对象在统计期间内处于天窗停运、检修停运、改造施工停运和临时停运状态下小时数的总和。In the formula, the POH of planned outage hours is the sum of the hours when the statistical object is in the state of skylight outage, maintenance outage, renovation construction outage and temporary outage during the statistical period.
(4)非计划停运系数(unplanned outage factor,UOF)表示统计对象在统计时间内处于非计划停运状态的几率,即(4) The unplanned outage factor (UOF) represents the probability that the statistical object is in an unplanned outage state during the statistical time, namely
式中,非计划停运小时UOH即统计对象在统计期间内处于不可用而又不是计划停运的状态下的小时数。In the formula, the unplanned outage hour UOH is the number of hours that the statistical object is unavailable but not planned outage during the statistical period.
(5)计划停运率(planned outage rate,POR)表示统计对象在统计时间内处于计划停运状态下的次数,即(5) The planned outage rate (POR) represents the number of times the statistical object is in the planned outage state during the statistical time, namely
(6)非计划停运率(unplanned outage rate,UOR)表示统计对象在统计时间内处于非计划停运状态下的次数,即(6) The unplanned outage rate (UOR) represents the number of times the statistical object is in the unplanned outage state during the statistical time, namely
(7)平均连续可用时长(continuously service hours,CSH)表示统计对象在统计时间内平均每次处于可用状态下的时长,即(7) The average continuous service hours (continuously service hours, CSH) represents the average time that the statistical objects are in the available state each time during the statistical time, namely
(8)暴露率(exposure rate,EXR)表示统计对象在统计时间内运行时间与可用时间之比的百分数,反映了统计对象的实际运行状况,即(8) Exposure rate (EXR) represents the percentage of the ratio of the running time of the statistical object to the available time in the statistical time, which reflects the actual operating status of the statistical object, that is,
(9)可靠系数(reliability factor,RF)表示统计对象在统计时间内处于非故障状态的几率,即(9) The reliability factor (RF) represents the probability that the statistical object is in a non-faulty state within the statistical time, namely
1.2牵引网供电单元可靠性评价特有指标1.2 Specific indicators for reliability evaluation of power supply units in traction network
在计算牵引网供电单元计划停运率和非计划停运率两个指标时,当已知供电单元里程时,可采用式(11)进行计算;当供电单元里程不知只知道牵引供电单元个数时,可采用式(12)进行计算。理论上两种计算结果相同。例如牵引网供电单元计划停运率按牵引网供电单元里程计算,即When calculating the planned outage rate and unplanned outage rate of the power supply unit of the traction network, when the mileage of the power supply unit is known, the formula (11) can be used for calculation; when the mileage of the power supply unit is unknown, only the number of traction power supply units is known. When , the formula (12) can be used for calculation. Theoretically, the two calculation results are the same. For example, the planned outage rate of the traction network power supply unit is calculated according to the mileage of the traction network power supply unit, that is
按牵引网供电单元个数计算,即Calculated according to the number of power supply units in the traction network, namely
1.3运营线路牵引网可靠性评价特有指标1.3 Specific indicators for reliability evaluation of traction network of operating lines
考虑到我国电气化铁路的设计特点及运行特点,电气化铁路运营线路牵引网需考虑以下三个特有指标:Considering the design characteristics and operation characteristics of my country's electrified railways, the traction network of electrified railway operation lines needs to consider the following three unique indicators:
(1)牵引网供电单元平均故障停电时间(meantime to fault outage,MT)(1) Meantime to fault outage (MT) of traction network power supply unit
(2)牵引网供电单元平均故障停电次数(average times of fault outage,AT)(2) Average times of fault outage (AT) of traction network power supply units
(3)牵引网供电单元故障停电平均持续时间(average duration of blackout,ADB)(3) The average duration of blackout (ADB) in the power supply unit of the traction network
步骤13:根据电气化铁路牵引供电系统单台设备以及牵引供电单元的评价指标计算同类设备多台可靠性评价指标和电气化铁路运营线路牵引网可靠性评价指标,进而得出中设施多年可靠性统计评价,与供电段、铁路局、总公三层管理信息系统或安全生产调度指挥系统现有统计指标相融合、充分共享资源,形成我国电气化铁路牵引供电系统可靠性评价技术体系,利用电气化铁路牵引供电可靠性评价技术体系中的评价指标对电气化铁路牵引供电系统的可靠性进行评价,为运营维护部门实施可靠性管理和基于可靠性的维修奠定基础。Step 13: Calculate the reliability evaluation index of multiple devices of the same type and the reliability evaluation index of the traction network of the electrified railway operation line according to the evaluation index of the single device of the traction power supply system of the electrified railway and the evaluation index of the traction power supply unit, and then obtain the statistical evaluation of the reliability of the medium facilities for many years. Integrate with the existing statistical indicators of the three-layer management information system of the power supply section, the railway bureau, and the general public office or the safety production dispatching command system to fully share resources to form a reliability evaluation technology system for my country's electrified railway traction power supply system. The evaluation index in the reliability evaluation technology system evaluates the reliability of the traction power supply system of the electrified railway, and lays a foundation for the operation and maintenance department to implement reliability management and reliability-based maintenance.
可靠性定量分析结果为电气化铁路牵引供电系统单台设备评价指标、牵引供电单元评价指标、同类设备多台评价指标、电气化铁路运营线路牵引网评价指标和设施多年可靠性评价指标。除设施多年可靠性评价指标外,各项统计指标的时间长度均以1年为单位,若投运当年统计期间不满一年的则按实际投运时间折算。The reliability quantitative analysis results are the evaluation index of single equipment of electrified railway traction power supply system, the evaluation index of traction power supply unit, the evaluation index of multiple sets of similar equipment, the evaluation index of traction network of electrified railway operation line and the evaluation index of reliability of facilities for many years. Except for the multi-year reliability evaluation index of the facility, the time length of each statistical index is based on one year.
综上所述,本发明实施例提供了一种电气化铁路牵引供电系统可靠性评价方法,从电气化铁路牵引供电系统设备和系统两个层面建立科学的数据采集方法以及可靠性定量评价指标;研究牵引供电设备和牵引供电单元的可靠性数据的采集需求以及可靠性指标的计算方法,涉及海量数据统计分析的大数据技术,与供电段、铁路局、总公三层管理信息系统或安全生产调度指挥系统相融合、充分共享资源,打造领先世界的电气化铁路牵引供电系统可靠性评价系统;推进以6C数据为依托的接触网RCM应用,提高运行维护技术水平,依靠可靠性定量分析结果对电气化铁路牵引供电系统的可靠性进行评价,为运营维护部门实施可靠性管理和基于可靠性的维修奠定基础。To sum up, the embodiments of the present invention provide a reliability evaluation method for an electrified railway traction power supply system, which establishes a scientific data acquisition method and a reliability quantitative evaluation index from the two levels of the electrified railway traction power supply system equipment and system; Collection requirements of reliability data of power supply equipment and traction power supply units and calculation methods of reliability indicators, big data technology involving statistical analysis of massive data, and three-layer management information system of power supply section, railway bureau, and general public office or safety production dispatching command The system integrates and fully shares resources to build a world-leading reliability evaluation system for the traction power supply system of electrified railways; promote the application of catenary RCM based on 6C data, improve the technical level of operation and maintenance, and rely on the results of quantitative reliability analysis to evaluate the traction power supply of electrified railways. The reliability of the power supply system is evaluated, which lays the foundation for the operation and maintenance department to implement reliability management and reliability-based maintenance.
本领域普通技术人员可以理解:附图只是一个实施例的示意图,附图中的模块或流程并不一定是实施本发明所必须的。Those of ordinary skill in the art can understand that the accompanying drawing is only a schematic diagram of an embodiment, and the modules or processes in the accompanying drawing are not necessarily necessary to implement the present invention.
本领域技术人员应能理解上述SQL数据库的应用仅为举例,其他现有的(如:Access数据库、Oracle)或今后可能出现的数据库的应用如可适用于本发明实施例,也应包含在本发明保护范围以内,并在此以引用方式包含于此。Those skilled in the art should understand that the application of the above-mentioned SQL database is only an example, and the application of other existing databases (eg, Access database, Oracle) or databases that may appear in the future, if applicable to the embodiments of the present invention, should also be included in this application. The invention is within the scope of protection and is hereby incorporated by reference.
通过以上的实施方式的描述可知,本领域的技术人员可以清楚地了解到本发明可借助软件加必需的通用硬件平台的方式来实现。基于这样的理解,本发明的技术方案本质上或者说对现有技术做出贡献的部分可以以软件产品的形式体现出来,该计算机软件产品可以存储在存储介质中,如ROM/RAM、磁碟、光盘等,包括若干指令用以使得一台计算机设备(可以是个人计算机,服务器,或者网络设备等)执行本发明各个实施例或者实施例的某些部分所述的方法。From the description of the above embodiments, those skilled in the art can clearly understand that the present invention can be implemented by means of software plus a necessary general hardware platform. Based on this understanding, the technical solutions of the present invention can be embodied in the form of software products in essence or the parts that make contributions to the prior art. The computer software products can be stored in storage media, such as ROM/RAM, magnetic disks, etc. , CD, etc., including several instructions for causing a computer device (which may be a personal computer, a server, or a network device, etc.) to execute the methods described in various embodiments or some parts of the embodiments of the present invention.
以上所述,仅为本发明较佳的具体实施方式,但本发明的保护范围并不局限于此,任何熟悉本技术领域的技术人员在本发明揭露的技术范围内,可轻易想到的变化或替换,都应涵盖在本发明的保护范围之内。因此,本发明的保护范围应该以权利要求的保护范围为准。The above description is only a preferred embodiment of the present invention, but the protection scope of the present invention is not limited to this. Substitutions should be covered within the protection scope of the present invention. Therefore, the protection scope of the present invention should be subject to the protection scope of the claims.
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