CN115759348A - Method and system for analyzing inclination trend of tower - Google Patents
Method and system for analyzing inclination trend of tower Download PDFInfo
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Abstract
Description
技术领域technical field
本发明属于电力领域,尤其涉及一种杆塔倾斜趋势分析方法和系统。The invention belongs to the field of electric power, and in particular relates to a method and a system for analyzing the tilting trend of a tower.
背景技术Background technique
电力系统是维护社会运行的重要工业系统,电力系统包括电力生产、电力传输和电力使用这三个环节,这些环节的运行正常与否会直接影响社会的稳定,因此,需要采取合理的监控措施以保证其正常工作。The power system is an important industrial system that maintains the operation of the society. The power system includes three links: power production, power transmission and power use. The normal operation of these links will directly affect the stability of the society. Therefore, it is necessary to take reasonable monitoring measures to Make sure it works properly.
杆塔是架空输电线路中用来支撑输电线的支撑物,多由钢材或钢筋混凝土制成,是架空输电线路的主要支撑结构。而其承重功能依赖于具体的结构,如果其结构发生异常,会导致其承重能力改变,造成潜在威胁。杆塔由于要承接电力生产环节和电力使用环节,其分布范围广大,经常会跨省跨市。因此,经常会出现电力传输环节相关的线路和杆塔需要安装在荒无人烟的地方,这些地方由于远离人烟,不方便进行细致的检查,因此一般采取测量倾斜情况的方式分析其工作状态。为了保证电力传输环节的安全和稳定,需要对电力传输环节中的杆塔进行监控。The pole tower is the support used to support the transmission line in the overhead transmission line, mostly made of steel or reinforced concrete, and is the main support structure of the overhead transmission line. However, its load-bearing function depends on the specific structure. If its structure is abnormal, its load-bearing capacity will change, posing a potential threat. Since the towers are required to undertake the power production and power use links, they are distributed in a wide range, often across provinces and cities. Therefore, it often happens that the lines and towers related to the power transmission link need to be installed in uninhabited places. Because these places are far away from people, it is inconvenient to carry out detailed inspections. Therefore, the method of measuring the tilt is generally used to analyze its working status. In order to ensure the safety and stability of the power transmission link, it is necessary to monitor the towers in the power transmission link.
发明内容Contents of the invention
为了解决或者改善上述问题,本发明提供了一种杆塔倾斜趋势分析方法和系统,具体技术方案如下:In order to solve or improve the above problems, the present invention provides a method and system for analyzing the tilting trend of towers, and the specific technical solutions are as follows:
本发明提供一种杆塔倾斜趋势分析方法,包括:获取杆塔的历史倾斜数据;基于所述历史记录,以杆塔的结构类型、环境参数和补救措施作为输入,以倾斜数据作为输出,建立预测模型;通过所述预测模型解析得到目标杆塔的倾斜趋势数据。The present invention provides a method for analyzing the tilt trend of a tower, comprising: obtaining historical tilt data of the tower; based on the historical records, taking the structure type of the tower, environmental parameters and remedial measures as input, and using the tilt data as output to establish a prediction model; The tilt trend data of the target tower is obtained through analysis of the prediction model.
优选的,所述预测模型基于回归分析,建立所述结构类型、所述环境参数、所述补救措施与所述倾斜数据之间的回归方程;对应的,所述通过所述预测模型解析得到目标杆塔的倾斜趋势数据,包括:基于所述目标杆塔的结构类型、环境参数和补救措施,结合所述回归方程,输出所述倾斜趋势数据。Preferably, the prediction model is based on regression analysis to establish a regression equation between the structure type, the environmental parameters, the remedial measures and the tilt data; correspondingly, the target is obtained through the analysis of the prediction model The tilt trend data of the tower includes: outputting the tilt trend data based on the structure type, environmental parameters and remedial measures of the target tower, combined with the regression equation.
优选的,所述基于所述历史记录,包括:基于所述历史记录,确定具有所述结构类型、所述环境参数和所述倾斜趋势数据的案例;或者,基于所述历史记录,确定具有所述结构类型、所述环境参数、所述补救措施和所述倾斜趋势数据的案例;设置数据筛选条件,从所述历史记录中排除特定的所述事例。Preferably, said based on the historical records includes: based on the historical records, determining the cases with the structure type, the environmental parameters and the slope trend data; or, based on the historical records, determining the cases with the The structure type, the environmental parameters, the remedial measures and the cases of the inclined trend data; set data filtering conditions to exclude specific cases from the historical records.
优选的,所述设置数据筛选条件,从所述历史记录中排除特定的所述事例,包括:根据结构类型限制、环境参数限制、补救措施限制和倾斜数据限制中的至少一种,排除符合对应限制的所述事例。Preferably, the setting data filtering conditions to exclude specific cases from the historical records includes: according to at least one of structural type restrictions, environmental parameter restrictions, remedial measures restrictions and tilt data restrictions, excluding those that meet the corresponding Examples of limitations.
优选的,根据所述目标杆塔的结构类型,确定所述结构类型限制;根据所述目标杆塔的所述结构类型和所处环境,确定所述环境参数限制;根据所述目标杆塔的所述结构类型和/或者所处环境,确定所述补救措施限制;根据预设的阈值,确定所述倾斜数据限制。Preferably, the structure type restriction is determined according to the structure type of the target tower; the environmental parameter limit is determined according to the structure type and the environment of the target tower; according to the structure type of the target tower According to the type and/or environment, determine the limit of the remedial measures; determine the limit of the tilt data according to the preset threshold.
本发明提供一种杆塔倾斜趋势分析系统,包括:第一单元,用于获取杆塔的历史倾斜数据;第二单元,用于基于所述历史记录,以杆塔的结构类型、环境参数和补救措施作为输入,以倾斜数据作为输出,建立预测模型;第三单元,用于通过所述预测模型解析得到目标杆塔的倾斜趋势数据。The present invention provides a tower inclination trend analysis system, comprising: a first unit for acquiring historical inclination data of the tower; a second unit for taking the structure type of the tower, environmental parameters and remedial measures as the basis based on the historical records The input is to use the inclination data as an output to establish a prediction model; the third unit is used to analyze and obtain the inclination trend data of the target tower through the prediction model.
优选的,所述预测模型基于回归分析,建立所述结构类型、所述环境参数、所述补救措施与所述倾斜数据之间的回归方程;对应的,所述通过所述预测模型解析得到目标杆塔的倾斜趋势数据,包括:基于所述目标杆塔的结构类型、环境参数和补救措施,结合所述回归方程,输出所述倾斜趋势数据。Preferably, the prediction model is based on regression analysis to establish a regression equation between the structure type, the environmental parameters, the remedial measures and the tilt data; correspondingly, the target is obtained through the analysis of the prediction model The tilt trend data of the tower includes: outputting the tilt trend data based on the structure type, environmental parameters and remedial measures of the target tower, combined with the regression equation.
优选的,所述基于所述历史记录,包括:基于所述历史记录,确定具有所述结构类型、所述环境参数和所述倾斜趋势数据的案例;或者,基于所述历史记录,确定具有所述结构类型、所述环境参数、所述补救措施和所述倾斜趋势数据的案例;设置数据筛选条件,从所述历史记录中排除特定的所述事例。Preferably, said based on the historical records includes: based on the historical records, determining the cases with the structure type, the environmental parameters and the slope trend data; or, based on the historical records, determining the cases with the The structure type, the environmental parameters, the remedial measures and the cases of the inclined trend data; set data filtering conditions to exclude specific cases from the historical records.
优选的,所述设置数据筛选条件,从所述历史记录中排除特定的所述事例,包括:根据结构类型限制、环境参数限制、补救措施限制和倾斜数据限制中的至少一种,排除符合对应限制的所述事例。Preferably, the setting data filtering conditions to exclude specific cases from the historical records includes: according to at least one of structural type restrictions, environmental parameter restrictions, remedial measures restrictions and tilt data restrictions, excluding those that meet the corresponding Examples of limitations.
优选的,根据所述目标杆塔的结构类型,确定所述结构类型限制;根据所述目标杆塔的所述结构类型和所处环境,确定所述环境参数限制;根据所述目标杆塔的所述结构类型和/或者所处环境,确定所述补救措施限制;根据预设的阈值,确定所述倾斜数据限制。Preferably, the structure type restriction is determined according to the structure type of the target tower; the environmental parameter limit is determined according to the structure type and the environment of the target tower; according to the structure type of the target tower According to the type and/or environment, determine the limit of the remedial measures; determine the limit of the tilt data according to the preset threshold.
本发明的有益效果为:通过获取杆塔的历史倾斜数据,能够借助历史数据分析现在和未来,实现一定程度的预测能力;基于所述历史记录,以杆塔的结构类型、环境参数和补救措施作为输入,以倾斜数据作为输出,建立预测模型,能够通过数学的方式量化预测过程;通过所述预测模型解析得到目标杆塔的倾斜趋势数据,可以得到目标杆塔的结构变化趋势,提高对杆塔承重能力的监控。The beneficial effect of the present invention is: by obtaining the historical inclination data of the tower, the present and the future can be analyzed with the help of historical data, and a certain degree of predictive ability can be realized; based on the historical records, the structure type, environmental parameters and remedial measures of the tower can be used as input , with the tilt data as the output, a prediction model is established, which can quantify the prediction process in a mathematical way; through the analysis of the prediction model, the tilt trend data of the target tower can be obtained, the structural change trend of the target tower can be obtained, and the monitoring of the load-bearing capacity of the tower can be improved. .
附图说明Description of drawings
图1是根据本发明的杆塔倾斜趋势分析方法的示意图;Fig. 1 is the schematic diagram according to tower inclination trend analysis method of the present invention;
图2是根据本发明的杆塔倾斜趋势分析系统的示意图。Fig. 2 is a schematic diagram of a tower inclination trend analysis system according to the present invention.
主要附图标记说明:Explanation of main reference signs:
1-第一单元,2-第二单元,3-第三单元。1-first unit, 2-second unit, 3-third unit.
具体实施方式Detailed ways
下面将结合本发明实施例中的附图,对本发明实施例中的技术方案进行清楚、完整地描述,显然,所描述的实施例是本发明一部分实施例,而不是全部的实施例。基于本发明中的实施例,本领域普通技术人员在没有做出创造性劳动前提下所获得的所有其他实施例,都属于本发明保护的范围。The following will clearly and completely describe the technical solutions in the embodiments of the present invention with reference to the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are some of the embodiments of the present invention, but not all of them. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the protection scope of the present invention.
应当理解,当在本说明书和所附权利要求书中使用时,术语“包括”和“包含”指示所描述特征、整体、步骤、操作、元素和/或组件的存在,但并不排除一个或多个其它特征、整体、步骤、操作、元素、组件和/或其集合的存在或添加。It should be understood that when used in this specification and the appended claims, the terms "comprising" and "comprises" indicate the presence of described features, integers, steps, operations, elements and/or components, but do not exclude one or Presence or addition of multiple other features, integers, steps, operations, elements, components and/or collections thereof.
还应当理解,在本发明说明书中所使用的术语仅仅是出于描述特定实施例的目的而并不意在限制本发明。如在本发明说明书和所附权利要求书中所使用的那样,除非上下文清楚地指明其它情况,否则单数形式的“一”、“一个”及“该”意在包括复数形式。It should also be understood that the terminology used in the description of the present invention is for the purpose of describing particular embodiments only and is not intended to be limiting of the present invention. As used in this specification and the appended claims, the singular forms "a", "an" and "the" are intended to include plural referents unless the context clearly dictates otherwise.
还应当进一步理解,在本发明说明书和所附权利要求书中使用的术语“和/或”是指相关联列出的项中的一个或多个的任何组合以及所有可能组合,并且包括这些组合。It should also be further understood that the term "and/or" used in the description of the present invention and the appended claims refers to any combination and all possible combinations of one or more of the associated listed items, and includes these combinations .
为了解决或者改善对背景所提出的问题,本发明提供如图1所示一种杆塔倾斜趋势分析方法,包括:S1、获取杆塔的历史倾斜数据;S2、基于所述历史记录,以杆塔的结构类型、环境参数和补救措施作为输入,以倾斜数据作为输出,建立预测模型;S3、通过所述预测模型解析得到目标杆塔的倾斜趋势数据。In order to solve or improve the problems raised by the background, the present invention provides a method for analyzing the inclination trend of the tower as shown in Figure 1, including: S1, obtaining historical inclination data of the tower; The type, environmental parameters and remedial measures are used as input, and the inclination data is used as output to establish a prediction model; S3. Obtain the inclination trend data of the target tower through analysis of the prediction model.
杆塔是架空输电线路中用来支撑输电线的支撑物,多由钢材或钢筋混凝土制成,是架空输电线路的主要支撑结构。有时候杆塔会建设在比较崎岖的地方,例如山坡、山岭,这些地方不方便人工作业,因此,不容易通过人工的方式对杆塔的每一个部分/结构进行检查以验证其承重能力,效率也低。而且现实中隔一段距离就建设有一个杆塔,对每一个杆塔进行细致检查的成本太高。The pole tower is the support used to support the transmission line in the overhead transmission line, mostly made of steel or reinforced concrete, and is the main support structure of the overhead transmission line. Sometimes towers are built in relatively rugged places, such as hillsides and mountains. These places are not convenient for manual work. Therefore, it is not easy to manually inspect each part/structure of the tower to verify its load-bearing capacity, and the efficiency is also low. Low. And in reality, there is a tower built at a certain distance, and the cost of detailed inspection of each tower is too high.
大型电力系统,会设置有大量的杆塔,且每一个杆塔可能会安装在不同的环境。随着时间的变化杆塔出现老化或者出现意外事故,使杆塔出现倾斜,该倾斜可以包括杆塔的主体或者部分结构的结构角度发生变化。历史倾斜数据为测量/观测记录得到的单个杆塔的主体或者部分结构的结构角度发生变化的数据。没有大型电力系统的情况下,可以通过实验室建设模拟杆塔,通过环境模拟的方式,获取历史倾斜数据。A large power system will have a large number of towers, and each tower may be installed in a different environment. As time changes, the tower is aged or an accident occurs, causing the tower to incline, and the inclination may include a change in the structural angle of the main body or part of the structure of the tower. The historical inclination data is the data of the change of the structural angle of the main body or part of the structure of a single tower obtained from the measurement/observation records. In the absence of a large-scale power system, it is possible to build a simulated tower in the laboratory and obtain historical tilt data through environmental simulation.
设置数据处理模型,具体模型类型不限,其功能是描述特定条件导致杆塔倾斜结果的原理;具体来说以杆塔的结构类型、环境参数和补救措施作为输入,以倾斜数据作为输出,对应的数据处理模型为预测模型。其中,结构类型用于描述杆塔的工程结构/建筑结构,杆塔可以包括不同的工程结构/建筑结构。环境参数用于杆塔的建设地点/工作地点的环境,例如工作地点对应的温度、湿度、光照等具体数值,也可以是建设地点对应的山顶、山谷、平原等地理形态。补救措施用于描述针对已倾斜杆塔/其他故障杆塔进行的维护措施,例如加固某结构组件、替换某结构组件和削减某结构组件等。倾斜数据为具体的工程结构发生变化,使其和原始状态之间产生角度变化数据。Set the data processing model. The specific model type is not limited. Its function is to describe the principle of the tilting result of the tower under certain conditions; specifically, the structure type, environmental parameters and remedial measures of the tower are used as input, and the tilt data is used as output. The corresponding data The processing model is a predictive model. Wherein, the structure type is used to describe the engineering structure/building structure of the tower, and the tower may include different engineering structures/building structures. The environmental parameters are used for the environment of the construction site/working site of the tower, such as the specific values such as temperature, humidity, and light corresponding to the working site, or the geographical forms such as mountain tops, valleys, and plains corresponding to the construction site. Remedial measures are used to describe maintenance measures for tilted towers/other faulty towers, such as reinforcement of a structural component, replacement of a structural component, reduction of a structural component, etc. The tilt data refers to the change of the specific engineering structure, which produces angle change data between it and the original state.
获取目标杆塔的结构类型、环境参数和补救措施,通过预测模型输出该目标杆塔的倾斜趋势数据,倾斜趋势数据包括大概什么时间后会产生何种倾斜结果。Obtain the structure type, environmental parameters and remedial measures of the target tower, and output the tilt trend data of the target tower through the prediction model. The tilt trend data includes what kind of tilt result will be produced after an approximate time.
所述预测模型基于回归分析,建立所述结构类型、所述环境参数、所述补救措施与所述倾斜数据之间的回归方程;对应的,所述通过所述预测模型解析得到目标杆塔的倾斜趋势数据,包括:基于所述目标杆塔的结构类型、环境参数和补救措施,结合所述回归方程,输出所述倾斜趋势数据。The prediction model is based on regression analysis, and a regression equation between the structure type, the environmental parameters, the remedial measures and the tilt data is established; correspondingly, the tilt of the target tower is obtained through the analysis of the prediction model The trend data includes: outputting the tilt trend data based on the structure type, environmental parameters and remedial measures of the target tower, combined with the regression equation.
回归分析法指利用数据统计原理,对大量统计数据进行数学处理,并确定因变量与某些自变量的相关关系,建立一个相关性较好的回归方程/函数表达式,用于预测今后的因变量的变化的分析方法。Regression analysis refers to the use of data statistics principles to mathematically process a large amount of statistical data, determine the correlation between the dependent variable and some independent variables, and establish a regression equation/function expression with good correlation for predicting future factors. Analytical methods for changes in variables.
所述基于所述历史记录,包括:基于所述历史记录,确定具有所述结构类型、所述环境参数和所述倾斜趋势数据的案例;或者,基于所述历史记录,确定具有所述结构类型、所述环境参数、所述补救措施和所述倾斜趋势数据的案例;设置数据筛选条件,从所述历史记录中排除特定的所述事例。The said based on the historical record includes: based on the historical record, determining the case with the structure type, the environmental parameter and the slope trend data; or, based on the historical record, determining the case with the structure type , the environmental parameters, the remedial measures and the cases of the inclined trend data; setting data filtering conditions to exclude specific cases from the historical records.
杆塔作为标准化的工业制品的一环,其本身的建设规格和工作环境有较大的相似性。杆塔的状态又会影响到电力系统的安全,所以电力系统的工作人员希望能够精确掌握其状态。为了提高预测模型的精度,可以对历史数据进行筛选,以使得预测模型更加针对目标杆塔。具体来说,以满足结构类型、环境参数和倾斜趋势数据的事例作为训练预测模型的数据集。其中,案例为针对单个杆塔的数据集,数据集的内容包括杆塔的结构类型、环境参数和倾斜记录。而筛选的原理为根据目标杆塔本身的属性(主要是结构类型和环境参数,因为目标杆塔一般没有问题,或者有小问题,此时可以增加已经倾斜的数据),选择匹配度较高的数据集来训练得到针对目标杆塔的预测模型。As a part of standardized industrial products, pole towers have relatively similar construction specifications and working environments. The state of the tower will affect the safety of the power system, so the staff of the power system hope to be able to accurately grasp its state. In order to improve the accuracy of the prediction model, the historical data can be screened to make the prediction model more specific to the target tower. Specifically, cases satisfying structural types, environmental parameters, and slope trend data are used as data sets for training prediction models. Among them, the case is a data set for a single tower, and the content of the data set includes the structure type, environmental parameters and tilt records of the tower. The principle of screening is to select a data set with a higher matching degree based on the properties of the target tower itself (mainly the structure type and environmental parameters, because the target tower generally has no problems or has minor problems. At this time, the tilted data can be added). To train the prediction model for the target tower.
所述设置数据筛选条件,从所述历史记录中排除特定的所述事例,包括:根据结构类型限制、环境参数限制、补救措施限制和倾斜数据限制中的至少一种,排除符合对应限制的所述事例。The setting of data filtering conditions to exclude specific cases from the historical records includes: according to at least one of structure type restrictions, environmental parameter restrictions, remedial measures restrictions and tilt data restrictions, excluding all cases that meet the corresponding restrictions. Describe the case.
根据所述目标杆塔的结构类型,确定所述结构类型限制;根据所述目标杆塔的所述结构类型和所处环境,确定所述环境参数限制;根据所述目标杆塔的所述结构类型和/或者所处环境,确定所述补救措施限制;根据预设的阈值,确定所述倾斜数据限制。According to the structure type of the target tower, determine the structure type limit; according to the structure type and the environment of the target tower, determine the environmental parameter limit; according to the structure type and/or the target tower Or in the environment, determine the limit of the remedial measures; determine the limit of the tilt data according to a preset threshold.
现实中,杆塔是经过设计/实验的工业制品,所以决定杆塔的承重能力的最大因素是结构类型,不同的结构类型的牢固程度也不一样。结构类型限制可以用于限制杆塔采用同一类型的结构或者近似的结构。In reality, the tower is an industrial product that has been designed/experimented, so the biggest factor that determines the load-bearing capacity of the tower is the structure type, and the firmness of different structure types is not the same. Structure type restrictions can be used to restrict towers to adopt the same type of structure or similar structures.
不同的杆塔,其安装环境可能很不一样,但是相邻的杆塔的安装环境/工作环境可能非常接近。从大方面,杆塔均属于南方的杆塔;从中方面,杆塔均属于同一个地形的杆塔;从小方面,杆塔均属于同一个温度带、湿度带、光照环境等。因为决定杆塔的承重能力的最大因素是结构类型,因此,一般来说是结构类型+环境参数导致杆塔的倾斜。The installation environment of different towers may be very different, but the installation environment/working environment of adjacent towers may be very close. From the big aspect, the towers belong to the towers in the south; from the middle aspect, the towers belong to the towers of the same terrain; from the small aspect, the towers belong to the same temperature zone, humidity zone, light environment, etc. Because the biggest factor that determines the load-bearing capacity of the tower is the structure type, therefore, generally speaking, it is the structure type + environmental parameters that cause the tower to tilt.
补救措施限制可以有很多种,因为并不是所有的补救措施都能广泛适用全部的杆塔,需要根据具体的结构类型和环境进行选择。例如一些杆塔的结构不适合采取加固的方式进行补救,一些则不适合替换;或者一些加固方式需要特定的加固材料,而加固材料不适用于高温高湿环境。There are many restrictions on remedial measures, because not all remedial measures can be widely applied to all towers, and they need to be selected according to the specific structure type and environment. For example, some tower structures are not suitable for remedial reinforcement, and some are not suitable for replacement; or some reinforcement methods require specific reinforcement materials, and the reinforcement materials are not suitable for high temperature and high humidity environments.
倾斜数据,是直观的表现杆塔的结构状态的数据,很多情况下是决定杆塔是否正常的关键指标;因此,如果倾斜程度大于预设的阈值,则说明该杆塔已经异常,而已经损坏的杆塔的记录,不必用作训练集,因为本方法的目的是预防,所以重要的数据是倾斜程度小于预设的阈值时的数据。Tilt data is the data that intuitively shows the structural state of the tower. In many cases, it is a key indicator to determine whether the tower is normal; therefore, if the tilt is greater than the preset threshold, it means that the tower is abnormal, and the damaged tower Records do not have to be used as a training set, because the purpose of this method is prevention, so the important data is the data when the degree of inclination is less than the preset threshold.
通过具体的限制,可以合理筛选事例,提高预测模型对特定的目标杆塔的预测能力。Through specific restrictions, cases can be screened reasonably, and the prediction ability of the prediction model for specific target towers can be improved.
本发明提供一种杆塔倾斜趋势分析系统,包括:第一单元1,用于获取杆塔的历史倾斜数据;第二单元2,用于基于所述历史记录,以杆塔的结构类型、环境参数和补救措施作为输入,以倾斜数据作为输出,建立预测模型;第三单元3,用于通过所述预测模型解析得到目标杆塔的倾斜趋势数据。The present invention provides a tower inclination trend analysis system, including: a
所述预测模型基于回归分析,建立所述结构类型、所述环境参数、所述补救措施与所述倾斜数据之间的回归方程;对应的,所述通过所述预测模型解析得到目标杆塔的倾斜趋势数据,包括:基于所述目标杆塔的结构类型、环境参数和补救措施,结合所述回归方程,输出所述倾斜趋势数据。The prediction model is based on regression analysis, and a regression equation between the structure type, the environmental parameters, the remedial measures and the tilt data is established; correspondingly, the tilt of the target tower is obtained through the analysis of the prediction model The trend data includes: outputting the tilt trend data based on the structure type, environmental parameters and remedial measures of the target tower, combined with the regression equation.
所述基于所述历史记录,包括:基于所述历史记录,确定具有所述结构类型、所述环境参数和所述倾斜趋势数据的案例;或者,基于所述历史记录,确定具有所述结构类型、所述环境参数、所述补救措施和所述倾斜趋势数据的案例;设置数据筛选条件,从所述历史记录中排除特定的所述事例。The said based on the historical record includes: based on the historical record, determining the case with the structure type, the environmental parameter and the slope trend data; or, based on the historical record, determining the case with the structure type , the environmental parameters, the remedial measures and the cases of the inclined trend data; setting data filtering conditions to exclude specific cases from the historical records.
所述设置数据筛选条件,从所述历史记录中排除特定的所述事例,包括:根据结构类型限制、环境参数限制、补救措施限制和倾斜数据限制中的至少一种,排除符合对应限制的所述事例。The setting of data filtering conditions to exclude specific cases from the historical records includes: according to at least one of structure type restrictions, environmental parameter restrictions, remedial measures restrictions and tilt data restrictions, excluding all cases that meet the corresponding restrictions. Describe the case.
根据所述目标杆塔的结构类型,确定所述结构类型限制;根据所述目标杆塔的所述结构类型和所处环境,确定所述环境参数限制;根据所述目标杆塔的所述结构类型和/或者所处环境,确定所述补救措施限制;根据预设的阈值,确定所述倾斜数据限制。According to the structure type of the target tower, determine the structure type limit; according to the structure type and the environment of the target tower, determine the environmental parameter limit; according to the structure type and/or the target tower Or in the environment, determine the limit of the remedial measures; determine the limit of the tilt data according to a preset threshold.
本领域普通技术人员可以意识到,结合本实施例中所公开的实施例描述的各示例的单元,能够以电子硬件、计算机软件或者二者的结合来实现,为了清楚地说明硬件和软件的可互换性,在上述说明中已经按照功能一般性地描述了各示例的组成。这些功能究竟以硬件还是软件方式来执行,取决于技术方案的特定应用和设计约束条件。专业技术人员可以对每个特定的应用来使用不同方法来实现所描述的功能,但是这种实现不应认为超出本发明的范围。Those of ordinary skill in the art can realize that the units of each example described in conjunction with the embodiments disclosed in this embodiment can be implemented by electronic hardware, computer software, or a combination of the two. In order to clearly illustrate the possible Interchangeability, in the above description, the composition of each example has been generally described in terms of function. Whether these functions are executed by hardware or software depends on the specific application and design constraints of the technical solution. Those skilled in the art may use different methods to implement the described functions for each specific application, but such implementation should not be regarded as exceeding the scope of the present invention.
在本申请所提供的实施例中,应该理解到,单元的划分,仅仅为一种逻辑功能划分,实际实现时可以有另外的划分方式,例如多个单元可结合为一个单元,一个单元可拆分为多个单元,或一些特征可以忽略等。In the embodiments provided in this application, it should be understood that the division of units is only a logical function division, and there may be other division methods in actual implementation, for example, multiple units can be combined into one unit, and one unit can be dismantled Divided into multiple units, or some features can be ignored, etc.
最后应说明的是:以上各实施例仅用以说明本发明的技术方案,而非对其限制;尽管参照前述各实施例对本发明进行了详细的说明,本领域的普通技术人员应当理解:其依然可以对前述各实施例所记载的技术方案进行修改,或者对其中部分或者全部技术特征进行等同替换;而这些修改或者替换,并不使相应技术方案的本质脱离本发明各实施例技术方案的范围,其均应涵盖在本发明的权利要求和说明书的范围当中。Finally, it should be noted that: the above embodiments are only used to illustrate the technical solutions of the present invention, rather than limiting them; although the present invention has been described in detail with reference to the foregoing embodiments, those of ordinary skill in the art should understand that: It is still possible to modify the technical solutions described in the foregoing embodiments, or perform equivalent replacements for some or all of the technical features; and these modifications or replacements do not make the essence of the corresponding technical solutions deviate from the technical solutions of the various embodiments of the present invention. All of them should be covered by the scope of the claims and description of the present invention.
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