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CN112634398B - A multi-source heterogeneous information fusion system and method - Google Patents

A multi-source heterogeneous information fusion system and method Download PDF

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CN112634398B
CN112634398B CN202011443709.0A CN202011443709A CN112634398B CN 112634398 B CN112634398 B CN 112634398B CN 202011443709 A CN202011443709 A CN 202011443709A CN 112634398 B CN112634398 B CN 112634398B
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humidity
value range
value
information
temperature
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CN112634398A (en
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刘春波
程柯
吴挺兴
魏千翔
陈泰峰
李焕明
邹雅文
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Southern Power Grid Digital Grid Group Hainan Co ltd
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Hainan Digital Power Grid Research Institute of China Southern Power Grid Co Ltd
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    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T11/002D [Two Dimensional] image generation
    • G06T11/20Drawing from basic elements, e.g. lines or circles
    • G06T11/203Drawing of straight lines or curves
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01DMEASURING NOT SPECIALLY ADAPTED FOR A SPECIFIC VARIABLE; ARRANGEMENTS FOR MEASURING TWO OR MORE VARIABLES NOT COVERED IN A SINGLE OTHER SUBCLASS; TARIFF METERING APPARATUS; MEASURING OR TESTING NOT OTHERWISE PROVIDED FOR
    • G01D21/00Measuring or testing not otherwise provided for
    • G01D21/02Measuring two or more variables by means not covered by a single other subclass
    • YGENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y04INFORMATION OR COMMUNICATION TECHNOLOGIES HAVING AN IMPACT ON OTHER TECHNOLOGY AREAS
    • Y04SSYSTEMS INTEGRATING TECHNOLOGIES RELATED TO POWER NETWORK OPERATION, COMMUNICATION OR INFORMATION TECHNOLOGIES FOR IMPROVING THE ELECTRICAL POWER GENERATION, TRANSMISSION, DISTRIBUTION, MANAGEMENT OR USAGE, i.e. SMART GRIDS
    • Y04S10/00Systems supporting electrical power generation, transmission or distribution
    • Y04S10/50Systems or methods supporting the power network operation or management, involving a certain degree of interaction with the load-side end user applications

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Abstract

The invention belongs to the technical field of multi-source information fusion, in particular to a multi-source heterogeneous information fusion system and a method, wherein the system comprises the following steps: the acquisition end is used for acquiring information with different sources, and the acquisition end acquires the different information and gathers and outputs the information in a centralized way; the data processing end is connected with the data processing end through a data interface, and the data processing end receives, analyzes and processes the information summarized and output by the acquisition end and makes the analyzed and processed information into a chart; the data processing end is connected with the output display end, and the data processing end displays the manufactured chart through the output display end. All the information is comprehensively processed and is placed in the same rectangular coordinate system for display, so that visual observation by staff is facilitated; the set safe value range marked line can intuitively display the condition of each value, and the development trend can be predicted through the trend of the values, so that the system can timely cope with the situation.

Description

一种多源异构信息融合系统及方法A multi-source heterogeneous information fusion system and method

技术领域technical field

本发明涉及多源信息融合技术领域,具体为一种多源异构信息融合系统及方法。The invention relates to the technical field of multi-source information fusion, in particular to a multi-source heterogeneous information fusion system and method.

背景技术Background technique

电力系统中各种电压的变电所及输配电线路组成的整体,称为电力网。它包含变电、输电、配电三个单元。电力网的任务是输送与分配电能,改变电压。The whole composed of substations of various voltages and transmission and distribution lines in the power system is called the power network. It includes three units of power transformation, power transmission and power distribution. The task of the power grid is to transmit and distribute electrical energy and to change the voltage.

近年来,伴随着中国电力发展步伐不断加快,中国电网也得到迅速发展,电网系统运行电压等级不断提高,网络规模也不断扩大,全国已经形成了东北电网、华北电网、华中电网、华东电网、西北电网和南方电网6个跨省的大型区域电网,并基本形成了完整的长距离输电电网网架。In recent years, with the continuous acceleration of China's electric power development, China's power grid has also developed rapidly. The operating voltage level of the power grid system has continued to increase, and the network scale has also continued to expand. Power grid and China Southern Power Grid have 6 large-scale regional power grids across provinces, and have basically formed a complete long-distance transmission grid.

电网在使用过程中需要实时监控,通常采用单独的传感器进行检测电网系统所处的环境及电网运行状态,现有的方式通常为单独对传感器的信息分析,这样分析结果不够系统化,且单独的信息难以对整体情况判断,且分布在不同位置显示传感器采集信息的情况,不够直观。The power grid needs to be monitored in real time during use. Usually, separate sensors are used to detect the environment of the power grid system and the operation status of the power grid. The existing method usually analyzes the information of the sensor alone, so the analysis results are not systematic enough, and a separate The information is difficult to judge the overall situation, and the information collected by the sensors is displayed in different positions, which is not intuitive enough.

发明内容Contents of the invention

本发明的目的在于提供一种多源异构信息融合系统及方法,以解决上述背景技术中提出的现有的方式通常为单独对传感器的信息分析,这样分析结果不够系统化,且单独的信息难以对整体情况判断,且分布在不同位置显示传感器采集信息的情况,不够直观的问题。The purpose of the present invention is to provide a multi-source heterogeneous information fusion system and method to solve the problem that the existing method proposed in the above-mentioned background technology is usually to analyze the information of the sensor alone, so the analysis result is not systematic enough, and the separate information It is difficult to judge the overall situation, and the information collected by the sensors is displayed in different positions, which is not intuitive enough.

为实现上述目的,本发明提供如下技术方案:一种多源异构信息融合系统,包括:In order to achieve the above object, the present invention provides the following technical solution: a multi-source heterogeneous information fusion system, comprising:

采集端,所述采集端用于采集来源不同的信息,所述采集端采集不同的信息并集中汇总输出;A collection terminal, the collection terminal is used to collect information from different sources, and the collection terminal collects different information and centralizes and summarizes the output;

数据处理端,所述采集端与数据处理端之间通过数据接口连接,所述数据处理端对采集端汇总输出的信息接收并分析处理,将分析处理的信息制作成图表;The data processing end, the collection end and the data processing end are connected through a data interface, and the data processing end receives and analyzes the information collected and outputted by the collection end, and makes the analyzed and processed information into a chart;

输出显示端,所述数据处理端与输出显示端连接,所述数据处理端将制作成的图表通过输出显示端显示。The output display terminal, the data processing terminal is connected to the output display terminal, and the data processing terminal displays the generated chart through the output display terminal.

优选的,所述采集端包括温度传感器、湿度传感器、电压传感器和电流传感器,所述温度传感器、湿度传感器、电压传感器和电流传感器分别采集温度、湿度、电压值和电流值。Preferably, the collection end includes a temperature sensor, a humidity sensor, a voltage sensor and a current sensor, and the temperature sensor, humidity sensor, voltage sensor and current sensor collect temperature, humidity, voltage value and current value respectively.

优选的,所述数据处理端包括数据解析模块和数据建立图表模块,所述数据解析模块将采集的温度、湿度、电压值和电流值集中转换为电信号,所述数据建立图表模块将电信号制作成图表。Preferably, the data processing end includes a data analysis module and a data chart building module, the data analysis module converts the collected temperature, humidity, voltage value and current value into an electrical signal, and the data chart building module converts the electrical signal Make a graph.

优选的,所述数据建立图表模块制作的图表为在直角坐标系中的折线图,所述数据建立图表模块建立直角坐标系,所述直角坐标系中X轴为时间单位坐标轴,所述直角坐标系中Y轴为采集信息值大小的坐标轴。Preferably, the chart made by the data building chart module is a line chart in a rectangular coordinate system, the data building chart module establishes a rectangular coordinate system, the X axis in the rectangular coordinate system is a time unit coordinate axis, and the rectangular coordinate system The Y axis in the coordinate system is the coordinate axis of the value of the collected information.

优选的,所述直角坐标系中设定安全值域标线,所述安全值域标线包括温度安全值域标线、湿度安全值域标线、电压值安全值域标线和电流值安全值域标线,当采集的温度、湿度、电压值和电流值分别对应在温度安全值域标线、湿度安全值域标线、电压值浓度安全值域标线和电流值安全值域标线范围内时,视为采集的温度、湿度、电压值和电流值处于安装状态;否则,视为采集的温度、湿度、电压值和电流值中出现非安全状态的采集值。Preferably, safe value range marking lines are set in the Cartesian coordinate system, and the safe value range marking lines include temperature safe value range marking lines, humidity safe value range marking lines, voltage value safe value range marking lines and current value safe Value range marking line, when the collected temperature, humidity, voltage value and current value correspond to the temperature safety value range marking line, humidity safety value range marking line, voltage value concentration safety value range marking line and current value safety value range marking line When it is within the range, it is considered that the collected temperature, humidity, voltage value and current value are in the installation state; otherwise, it is considered that there are unsafe state collection values in the collected temperature, humidity, voltage value and current value.

优选的,所述安全值域标线包括包括上值域标线和下值域标线,所述上值域标线和下值域标线之间的空间为安全区域,当采集的温度、湿度、电压值和电流值坐标坐落在在安全值域范围内,则视为采集的温度、湿度、电压值和电流值处于安装状态;否则视为采集的温度、湿度、电压值和电流值处于非安装状态。Preferably, the safe value range marking line includes an upper value range marking line and a lower value range marking line, and the space between the upper value range marking line and the lower value range marking line is a safe area. When the collected temperature, If the coordinates of humidity, voltage value and current value are located within the safe value range, it is considered that the collected temperature, humidity, voltage value and current value are in the installation state; otherwise, the collected temperature, humidity, voltage value and current value are considered to be in the Not installed state.

优选的,还包括数据存储端,所述数据存储端存储数据处理端处理信息的行为日志。Preferably, a data storage terminal is also included, and the data storage terminal stores behavior logs of information processed by the data processing terminal.

一种多源异构信息融合方法,包括如下步骤:A multi-source heterogeneous information fusion method, comprising the following steps:

S1:获取多源信息:温度传感器、湿度传感器、电压传感器和电流传感器分别对电网系统中的温度、湿度、电压值和电流值采集,采集的信息输出;S1: Obtain multi-source information: temperature sensor, humidity sensor, voltage sensor and current sensor respectively collect temperature, humidity, voltage value and current value in the power grid system, and output the collected information;

S2:将多源信息综合分析:数据处理端对温度、湿度、电压值和电流值分析并制作成折线图;S2: Comprehensive analysis of multi-source information: the data processing terminal analyzes the temperature, humidity, voltage value and current value and makes a line graph;

S3:将分析后的信息集中显示:制作成的折线图通过输出显示端输出显示。S3: Centrally display the analyzed information: the produced line chart is output and displayed through the output display terminal.

与现有技术相比,本发明的有益效果是:Compared with prior art, the beneficial effect of the present invention is:

1)通过将所有的信息综合处理,并置于同一个直角坐标系中显示,方便工作人员直观观察;1) By comprehensively processing all the information and displaying it in the same Cartesian coordinate system, it is convenient for the staff to observe directly;

2)且设定的安全值域标线,能够直观的展现各个值所处的情况,且通过数值的走向,能够预测发展趋势,从而及时应对。2) And the set safety value range marking line can intuitively show the situation of each value, and through the trend of the value, it can predict the development trend, so as to respond in time.

附图说明Description of drawings

图1为本发明的系统逻辑框图;Fig. 1 is a system logic block diagram of the present invention;

图2为本发明数据处理端的系统逻辑框图;Fig. 2 is a system logic block diagram of the data processing end of the present invention;

图3为本发明的方法流程图。Fig. 3 is a flow chart of the method of the present invention.

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,所描述的实施例仅仅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 only some, not all, embodiments of the present invention. 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.

在本发明的描述中,需要理解的是,术语“上”、“下”、“前”、“后”、“左”、“右”、“顶”、“底”、“内”、“外”等指示的方位或位置关系为基于附图所示的方位或位置关系,仅是为了便于描述本发明和简化描述,而不是指示或暗示所指的装置或元件必须具有特定的方位、以特定的方位构造和操作,因此不能理解为对本发明的限制。In describing the present invention, it should be understood that the terms "upper", "lower", "front", "rear", "left", "right", "top", "bottom", "inner", " The orientation or positional relationship indicated by "outside", etc. is based on the orientation or positional relationship shown in the drawings, and is only for the convenience of describing the present invention and simplifying the description, rather than indicating or implying that the referred device or element must have a specific orientation, so as to Specific orientation configurations and operations, therefore, are not to be construed as limitations on the invention.

实施例:Example:

请参阅图1-2,本发明提供一种技术方案:一种多源异构信息融合系统,包括:Please refer to Figure 1-2, the present invention provides a technical solution: a multi-source heterogeneous information fusion system, including:

采集端,所述采集端用于采集来源不同的信息,所述采集端采集不同的信息并集中汇总输出;A collection terminal, the collection terminal is used to collect information from different sources, and the collection terminal collects different information and centralizes and summarizes the output;

数据处理端,所述采集端与数据处理端之间通过数据接口连接,所述数据处理端对采集端汇总输出的信息接收并分析处理,将分析处理的信息制作成图表;The data processing end, the collection end and the data processing end are connected through a data interface, and the data processing end receives and analyzes the information collected and outputted by the collection end, and makes the analyzed and processed information into a chart;

输出显示端,所述数据处理端与输出显示端连接,所述数据处理端将制作成的图表通过输出显示端显示。The output display terminal, the data processing terminal is connected to the output display terminal, and the data processing terminal displays the generated chart through the output display terminal.

进一步地,所述采集端包括温度传感器、湿度传感器、电压传感器和电流传感器,所述温度传感器、湿度传感器、电压传感器和电流传感器分别采集温度、湿度、电压值和电流值。Further, the collection end includes a temperature sensor, a humidity sensor, a voltage sensor and a current sensor, and the temperature sensor, humidity sensor, voltage sensor and current sensor collect temperature, humidity, voltage value and current value respectively.

进一步地,所述数据处理端包括数据解析模块和数据建立图表模块,所述数据解析模块将采集的温度、湿度、电压值和电流值集中转换为电信号,所述数据建立图表模块将电信号制作成图表。Further, the data processing end includes a data analysis module and a data chart building module, the data analysis module converts the collected temperature, humidity, voltage value and current value into electrical signals, and the data chart building module converts the electrical signal Make a graph.

进一步地,所述数据建立图表模块制作的图表为在直角坐标系中的折线图,所述数据建立图表模块建立直角坐标系,所述直角坐标系中X轴为时间单位坐标轴,所述直角坐标系中Y轴为采集信息值大小的坐标轴。Further, the chart made by the data creation chart module is a broken line chart in a rectangular coordinate system, the data creation chart module establishes a rectangular coordinate system, the X axis in the rectangular coordinate system is the time unit coordinate axis, and the rectangular coordinate system The Y axis in the coordinate system is the coordinate axis of the value of the collected information.

进一步地,所述直角坐标系中设定安全值域标线,所述安全值域标线包括温度安全值域标线、湿度安全值域标线、电压值安全值域标线和电流值安全值域标线,当采集的温度、湿度、电压值和电流值分别对应在温度安全值域标线、湿度安全值域标线、电压值浓度安全值域标线和电流值安全值域标线范围内时,视为采集的温度、湿度、电压值和电流值处于安装状态;否则,视为采集的温度、湿度、电压值和电流值中出现非安全状态的采集值。Further, safe value range marking lines are set in the Cartesian coordinate system, and the safe value range marking lines include temperature safe value range marking lines, humidity safe value range marking lines, voltage value safe value range marking lines and current value safety range marking lines. Value range marking line, when the collected temperature, humidity, voltage value and current value correspond to the temperature safety value range marking line, humidity safety value range marking line, voltage value concentration safety value range marking line and current value safety value range marking line When it is within the range, it is considered that the collected temperature, humidity, voltage value and current value are in the installation state; otherwise, it is considered that there are unsafe state collection values in the collected temperature, humidity, voltage value and current value.

进一步地,所述安全值域标线包括包括上值域标线和下值域标线,所述上值域标线和下值域标线之间的空间为安全区域,当采集的温度、湿度、电压值和电流值坐标坐落在在安全值域范围内,则视为采集的温度、湿度、电压值和电流值处于安装状态;否则视为采集的温度、湿度、电压值和电流值处于非安装状态。Further, the safe value range marking line includes an upper value range marking line and a lower value range marking line, and the space between the upper value range marking line and the lower value range marking line is a safe area. When the collected temperature, If the coordinates of humidity, voltage value and current value are located within the safe value range, it is considered that the collected temperature, humidity, voltage value and current value are in the installation state; otherwise, the collected temperature, humidity, voltage value and current value are considered to be in the Not installed state.

进一步地,还包括数据存储端,所述数据存储端存储数据处理端处理信息的行为日志。Further, a data storage terminal is also included, and the data storage terminal stores behavior logs of information processed by the data processing terminal.

参考附图3,本发明还提供了一种多源异构信息融合方法,包括如下步骤:With reference to accompanying drawing 3, the present invention also provides a kind of multi-source heterogeneous information fusion method, comprises the following steps:

S1:获取多源信息:温度传感器、湿度传感器、电压传感器和电流传感器分别对电网系统中的温度、湿度、电压值和电流值采集,采集的信息输出;S1: Obtain multi-source information: temperature sensor, humidity sensor, voltage sensor and current sensor respectively collect temperature, humidity, voltage value and current value in the power grid system, and output the collected information;

S2:将多源信息综合分析:数据处理端对温度、湿度、电压值和电流值分析并制作成折线图;S2: Comprehensive analysis of multi-source information: the data processing terminal analyzes the temperature, humidity, voltage value and current value and makes a line chart;

S3:将分析后的信息集中显示:制作成的折线图通过输出显示端输出显示。S3: Centrally display the analyzed information: the produced line chart is output and displayed through the output display terminal.

以上显示和描述了本发明的基本原理和主要特征和本发明的优点,对于本领域技术人员而言,显然本发明不限于上述示范性实施例的细节,而且在不背离本发明的精神或基本特征的情况下,能够以其他的具体形式实现本发明;因此,无论从哪一点来看,均应将实施例看作是示范性的,而且是非限制性的,本发明的范围由所附权利要求而不是上述说明限定,因此旨在将落在权利要求的等同要件的含义和范围内的所有变化囊括在本发明内,不应将权利要求中的任何附图标记视为限制所涉及的权利要求。The basic principles and main features of the present invention and the advantages of the present invention have been shown and described above. For those skilled in the art, it is obvious that the present invention is not limited to the details of the above-mentioned exemplary embodiments, and without departing from the spirit or fundamentals of the present invention. The present invention can be realized in other specific forms under the condition of certain characteristics; therefore, the embodiment should be regarded as exemplary and non-restrictive in every respect, and the scope of the present invention is determined by the appended claims. Requirements rather than the above description, therefore, it is intended that all changes falling within the meaning and scope of the equivalent elements of the claims are included in the present invention, and any reference signs in the claims should not be regarded as limiting the rights involved. Require.

尽管已经示出和描述了本发明的实施例,对于本领域的普通技术人员而言,可以理解在不脱离本发明的原理和精神的情况下可以对这些实施例进行多种变化、修改、替换和变型,本发明的范围由所附权利要求及其等同物限定。Although the embodiments of the present invention have been shown and described, those skilled in the art can understand that various changes, modifications and substitutions can be made to these embodiments without departing from the principle and spirit of the present invention. and modifications, the scope of the invention is defined by the appended claims and their equivalents.

Claims (3)

1. A multi-source heterogeneous information fusion system is characterized in that: comprising the following steps:
the acquisition end is used for acquiring information with different sources, and the acquisition end acquires the different information and gathers and outputs the information in a centralized way; the acquisition end comprises a temperature sensor, a humidity sensor, a voltage sensor and a current sensor, wherein the temperature sensor, the humidity sensor, the voltage sensor and the current sensor acquire temperature, humidity, voltage values and current values respectively;
the data processing end is connected with the data processing end through a data interface, and the data processing end receives, analyzes and processes the information summarized and output by the acquisition end and makes the analyzed and processed information into a chart; the data processing end comprises a data analysis module and a data graph establishment module, wherein the data analysis module is used for intensively converting the acquired temperature, humidity, voltage value and current value into electric signals, and the data graph establishment module is used for making the electric signals into a graph;
the data establishment chart module establishes a rectangular coordinate system, wherein an X axis in the rectangular coordinate system is a time unit coordinate axis, and a Y axis in the rectangular coordinate system is a coordinate axis for acquiring information values;
setting a safety value range mark in the rectangular coordinate system, wherein the safety value range mark comprises a temperature safety value range mark, a humidity safety value range mark, a voltage value safety value range mark and a current value safety value range mark, and when the acquired temperature, humidity, voltage value and current value are respectively corresponding to the temperature safety value range mark, the humidity safety value range mark, the voltage value concentration safety value range mark and the current value safety value range mark, the acquired temperature, humidity, voltage value and current value are in an installation state; otherwise, the acquired temperature, humidity, voltage value and current value are regarded as the acquired values in unsafe state;
the safety value range marking comprises an upper value range marking and a lower value range marking, a space between the upper value range marking and the lower value range marking is a safety area, and when the acquired temperature, humidity, voltage value and current value coordinates are located in the safety value range, the acquired temperature, humidity, voltage value and current value are considered to be in an installation state; otherwise, the collected temperature, humidity, voltage value and current value are in a non-installation state;
the data processing end is connected with the output display end, and the data processing end displays the manufactured chart through the output display end.
2. The multi-source heterogeneous information fusion system of claim 1, wherein: the system also comprises a data storage end, wherein the data storage end stores a behavior log of the processing information of the data processing end.
3. A multi-source heterogeneous information fusion method is characterized in that: the method comprises the following steps:
s1, acquiring multi-source information: the temperature sensor, the humidity sensor, the voltage sensor and the current sensor respectively acquire temperature, humidity, voltage values and current values in the power grid system, and acquired information is output;
s2, comprehensively analyzing the multi-source information: the data processing end analyzes the temperature, humidity, voltage value and current value and makes a line graph;
specific: the data processing end comprises a data analysis module and a data graph establishment module, wherein the data analysis module is used for intensively converting the acquired temperature, humidity, voltage value and current value into electric signals, and the data graph establishment module is used for making the electric signals into a graph;
the data establishment chart module establishes a rectangular coordinate system, wherein an X axis in the rectangular coordinate system is a time unit coordinate axis, and a Y axis in the rectangular coordinate system is a coordinate axis for acquiring information values;
setting a safety value range mark in the rectangular coordinate system, wherein the safety value range mark comprises a temperature safety value range mark, a humidity safety value range mark, a voltage value safety value range mark and a current value safety value range mark, and when the acquired temperature, humidity, voltage value and current value are respectively corresponding to the temperature safety value range mark, the humidity safety value range mark, the voltage value concentration safety value range mark and the current value safety value range mark, the acquired temperature, humidity, voltage value and current value are in an installation state; otherwise, the acquired temperature, humidity, voltage value and current value are regarded as the acquired values in unsafe state;
the safety value range marking comprises an upper value range marking and a lower value range marking, a space between the upper value range marking and the lower value range marking is a safety area, and when the acquired temperature, humidity, voltage value and current value coordinates are located in the safety value range, the acquired temperature, humidity, voltage value and current value are considered to be in an installation state; otherwise, the collected temperature, humidity, voltage value and current value are in a non-installation state;
s3, intensively displaying the analyzed information: the manufactured line graph is output and displayed through an output display end.
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