CN114198805B - Coal changes electricity heating management monitored control system based on cloud - Google Patents

Coal changes electricity heating management monitored control system based on cloud Download PDF

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CN114198805B
CN114198805B CN202111508496.XA CN202111508496A CN114198805B CN 114198805 B CN114198805 B CN 114198805B CN 202111508496 A CN202111508496 A CN 202111508496A CN 114198805 B CN114198805 B CN 114198805B
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coal
heating
electric heating
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CN114198805A (en
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张伍勋
张松
史江凌
康玉杰
潘正阳
何承永
王显锋
赵峰
张运
赵翔
张媛
韩冰
王超
杨森
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State Grid Beijing Comprehensive Energy Service Co ltd
State Grid Corp of China SGCC
State Grid Beijing Electric Power Co Ltd
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State Grid Beijing Comprehensive Energy Service Co ltd
State Grid Corp of China SGCC
State Grid Beijing Electric Power Co Ltd
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    • FMECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F24HEATING; RANGES; VENTILATING
    • F24DDOMESTIC- OR SPACE-HEATING SYSTEMS, e.g. CENTRAL HEATING SYSTEMS; DOMESTIC HOT-WATER SUPPLY SYSTEMS; ELEMENTS OR COMPONENTS THEREFOR
    • F24D19/00Details
    • F24D19/10Arrangement or mounting of control or safety devices
    • F24D19/1096Arrangement or mounting of control or safety devices for electric heating systems
    • FMECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F24HEATING; RANGES; VENTILATING
    • F24DDOMESTIC- OR SPACE-HEATING SYSTEMS, e.g. CENTRAL HEATING SYSTEMS; DOMESTIC HOT-WATER SUPPLY SYSTEMS; ELEMENTS OR COMPONENTS THEREFOR
    • F24D19/00Details
    • F24D19/10Arrangement or mounting of control or safety devices
    • F24D19/1006Arrangement or mounting of control or safety devices for water heating systems
    • GPHYSICS
    • G08SIGNALLING
    • G08CTRANSMISSION SYSTEMS FOR MEASURED VALUES, CONTROL OR SIMILAR SIGNALS
    • G08C17/00Arrangements for transmitting signals characterised by the use of a wireless electrical link
    • G08C17/02Arrangements for transmitting signals characterised by the use of a wireless electrical link using a radio link
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L67/00Network arrangements or protocols for supporting network services or applications
    • H04L67/01Protocols
    • H04L67/10Protocols in which an application is distributed across nodes in the network
    • FMECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F24HEATING; RANGES; VENTILATING
    • F24DDOMESTIC- OR SPACE-HEATING SYSTEMS, e.g. CENTRAL HEATING SYSTEMS; DOMESTIC HOT-WATER SUPPLY SYSTEMS; ELEMENTS OR COMPONENTS THEREFOR
    • F24D2200/00Heat sources or energy sources
    • F24D2200/06Solid fuel fired boiler
    • F24D2200/062Coal fired boilers
    • FMECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F24HEATING; RANGES; VENTILATING
    • F24DDOMESTIC- OR SPACE-HEATING SYSTEMS, e.g. CENTRAL HEATING SYSTEMS; DOMESTIC HOT-WATER SUPPLY SYSTEMS; ELEMENTS OR COMPONENTS THEREFOR
    • F24D2200/00Heat sources or energy sources
    • F24D2200/08Electric heater

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Abstract

本发明提供一种基于云服务的煤改电供热管理监控系统,所述比对系统包括云服务器、智能网关、若干煤供热监控模块以及若干电供热监控模块,若干煤供热监控模块和若干电供热监控模块分别通过智能网关与云服务器无线连接;若干煤供热监控模块用于对若干煤供热用户的煤供热数据进行采集,并将采集到的煤供热数据通过无线网关传输至云服务器,本发明能够对煤改电的前后能源消耗和安全性做到直观的比对,同时能够提高煤改电之后的统筹监管,以解决现有的煤改电系统前后比对和统筹监管存在不足的问题。

Figure 202111508496

The present invention provides a coal-to-electricity heat supply management monitoring system based on cloud services. The comparison system includes a cloud server, an intelligent gateway, several coal heating monitoring modules, several electric heating monitoring modules, and several coal heating monitoring modules. and several electric heating monitoring modules are wirelessly connected to the cloud server through the intelligent gateway; several coal heating monitoring modules are used to collect the coal heating data of several coal heating users, and the collected coal heating data through the wireless The gateway is transmitted to the cloud server, and the present invention can make an intuitive comparison of energy consumption and safety before and after the coal-to-electricity conversion, and at the same time can improve the overall supervision after the coal-to-electricity conversion, so as to solve the comparison before and after the existing coal-to-electricity system There is a problem of insufficient coordination and supervision.

Figure 202111508496

Description

一种基于云服务的煤改电供热管理监控系统A cloud service-based coal-to-electricity heat supply management monitoring system

技术领域technical field

本发明涉及供热评估技术领域,尤其涉及一种基于云服务的煤改电供热管理监控系统。The invention relates to the technical field of heat supply evaluation, in particular to a cloud service-based coal-to-electricity heat supply management and monitoring system.

背景技术Background technique

煤改电是指将以煤炭为燃料的传统锅炉更换成以电这种清洁能源为主的锅炉。媒改电的方法有两种:将普通煤锅炉更换为电锅炉;或者将煤锅炉和原暖通系统全部裁掉,改换电热膜或发热电缆等采暖设施。以北京市的改造为例,北京的PM2.5有6个重要来源,分别是土壤尘、燃煤、生物质燃烧、汽车尾气与垃圾焚烧、工业污染和二次无机气溶胶,其中燃煤占比约为18%。燃煤污染对雾霾天气的形成产生了巨大的影响。据了解,经过十三年的“煤改电”工程,全市煤改电用户总数已达到38.45万户。Coal-to-electricity refers to the replacement of traditional boilers fueled by coal with boilers based on clean energy such as electricity. There are two ways to replace the medium with electricity: replace the ordinary coal boiler with an electric boiler; or cut off the coal boiler and the original HVAC system, and replace the heating facilities such as electric heating film or heating cable. Taking the transformation of Beijing as an example, there are six important sources of PM2.5 in Beijing, namely soil dust, coal burning, biomass burning, vehicle exhaust and garbage incineration, industrial pollution and secondary inorganic aerosols, of which coal burning accounts for The ratio is about 18%. Coal burning pollution has had a huge impact on the formation of smog weather. It is understood that after 13 years of "coal-to-electricity" project, the total number of coal-to-electricity users in the city has reached 384,500.

现有的技术中,在进行煤改电的过程中,普通用户对于煤改电好处的认识并不到位,仅仅通过服务人员的口头宣传很难达到说服的目的,用户不能对煤改电的前后情况做到直观的了解,同时现有的煤改电系统也很难做到统筹管理,导致煤改电的进程受到一定技术上的阻碍。In the existing technology, in the process of coal-to-electricity conversion, ordinary users do not have a good understanding of the benefits of coal-to-electricity conversion, and it is difficult to achieve the purpose of persuasion only through oral publicity by service personnel. The situation can be intuitively understood, and at the same time, the existing coal-to-electricity system is difficult to achieve overall management, resulting in certain technical obstacles to the process of coal-to-electricity conversion.

发明内容Contents of the invention

针对现有技术存在的不足,本发明目的是提供一种基于云服务的煤改电供热管理监控系统,能够对煤改电的前后能源消耗和安全性做到直观的比对,同时能够提高煤改电之后的统筹监管,以解决现有的煤改电系统前后比对和统筹监管存在不足的问题。In view of the deficiencies in the existing technology, the purpose of the present invention is to provide a coal-to-electricity heat supply management monitoring system based on cloud services, which can make an intuitive comparison of energy consumption and safety before and after the coal-to-electricity transformation, and at the same time can improve Coordinated supervision after coal-to-electricity conversion to solve the problem of insufficient comparison and overall supervision of the existing coal-to-electricity system.

为了实现上述目的,本发明是通过如下的技术方案来实现:一种基于云服务的煤改电供热管理监控系统,所述比对系统包括云服务器、智能网关、若干煤供热监控模块以及若干电供热监控模块,若干煤供热监控模块和若干电供热监控模块分别通过智能网关与云服务器无线连接;In order to achieve the above object, the present invention is achieved through the following technical solutions: a coal-to-electricity heating management monitoring system based on cloud services, the comparison system includes a cloud server, an intelligent gateway, several coal heating monitoring modules and Several electric heating monitoring modules, several coal heating monitoring modules and several electric heating monitoring modules are respectively connected wirelessly to the cloud server through the intelligent gateway;

若干煤供热监控模块用于对若干煤供热用户的煤供热数据进行采集,并将采集到的煤供热数据通过无线网关传输至云服务器;Several coal heating monitoring modules are used to collect the coal heating data of several coal heating users, and transmit the collected coal heating data to the cloud server through the wireless gateway;

若干电供热监控模块用于对若干电供热用户的电供热数据进行采集,并将采集到的电供热数据通过无线网关传输至云服务器;Several electric heating monitoring modules are used to collect the electric heating data of several electric heating users, and transmit the collected electric heating data to the cloud server through the wireless gateway;

所述云服务器用于对获取到的煤供热数据和电供热数据进行比对处理,得到煤供热和电供热的效率和安全性比对结果,并将比对结果通过智能网关传输至用户终端。The cloud server is used to compare and process the obtained coal heating data and electric heating data, obtain the efficiency and safety comparison results of coal heating and electric heating, and transmit the comparison results through the intelligent gateway to the user terminal.

进一步地,所述云服务器内配置有云数据库,所述云数据库内存储有若干煤供热用户的供热数据以及电供热用户的供热数据,所述煤供热用户的供热数据包括煤供热管路的距离、煤供热用户的室内面积、煤供热管路数量以及煤供热用户的设备故障频率;Further, the cloud server is equipped with a cloud database, and the cloud database stores the heating data of several coal heating users and the heating data of the electric heating users, and the heating data of the coal heating users includes The distance of coal heating pipelines, the indoor area of coal heating users, the number of coal heating pipelines and the equipment failure frequency of coal heating users;

所述电供热用户的供热数据包括电供热管路的距离、电供热用户的室内面积、电供热管路数量以及电供热用户的设备故障频率。The heating data of the electric heating user includes the distance of the electric heating pipeline, the indoor area of the electric heating user, the number of the electric heating pipeline and the equipment failure frequency of the electric heating user.

进一步地,所述煤供热监控模块包括煤使用量监控单元、煤供热流量监控单元、煤供热输出温度监控单元以及煤供热输入温度监控单元;Further, the coal heating monitoring module includes a coal usage monitoring unit, a coal heating flow monitoring unit, a coal heating output temperature monitoring unit, and a coal heating input temperature monitoring unit;

所述煤使用量监控单元用于监控煤炭使用总量;所述煤供热流量监控单元用于监控煤供热用户的煤供热量;所述煤供热输出温度监控单元用于监控煤供热输出温度;所述煤供热输入温度监控单元用于监控煤供热用户室内的温度。The coal consumption monitoring unit is used to monitor the total amount of coal used; the coal heating flow monitoring unit is used to monitor the coal heat supply of coal heating users; the coal heating output temperature monitoring unit is used to monitor coal supply Heat output temperature; the coal heating input temperature monitoring unit is used to monitor the temperature in the coal heating user's room.

进一步地,所述电供热监控模块包括用电量监控单元、电供热输出温度监控单元以及电供热输入温度监控单元;Further, the electric heat supply monitoring module includes a power consumption monitoring unit, an electric heat supply output temperature monitoring unit, and an electric heat supply input temperature monitoring unit;

所述用电量监控单元用于监控电供热用户的用电量;所述电供热输出温度监控单元用于监控电供热设备的输出温度;所述电供热输入温度监控单元用于监控电供热用户室内的温度。The power consumption monitoring unit is used to monitor the power consumption of electric heating users; the electric heating output temperature monitoring unit is used to monitor the output temperature of electric heating equipment; the electric heating input temperature monitoring unit is used to Monitor the temperature in the electric heating user's room.

进一步地,所述云服务器内部配置有模型构建模块,所述模型构建模块包括煤供热模型构建单元以及电供热模型构建单元;Further, the cloud server is internally equipped with a model building module, and the model building module includes a coal heating model building unit and an electric heating model building unit;

所述煤供热模型构建单元用于构建煤供热模型,所述煤供热模型包括若干煤供热子模型,所述煤供热子模型基于每个煤供热用户构建;The coal heating model construction unit is used to construct a coal heating model, and the coal heating model includes several coal heating sub-models, and the coal heating sub-model is constructed based on each coal heating user;

所述电供热模型构建单元用于构建电供热模型,所述电供热模型包括若干电供热子模型,所述电供热子模型基于每个电供热用户构建;The electric heating model construction unit is used to construct the electric heating model, the electric heating model includes several electric heating sub-models, and the electric heating sub-model is constructed based on each electric heating user;

所述煤供热模型构建单元配置有煤供热子模型构建策略,所述煤供热子模型构建策略包括:将煤供热用户基于煤供热用户的室内面积进行分类,将煤供热用户的室内面积小于第一面积的煤供热用户划分为第一级煤供热用户,然后每增加第一阈值面积进行一次等级的划分;The coal heating model construction unit is configured with a coal heating sub-model construction strategy, and the coal heating sub-model construction strategy includes: classifying the coal heating users based on the indoor area of the coal heating users, classifying the coal heating users The coal heating users whose indoor area is smaller than the first area are classified as the first-level coal heating users, and then each time the first threshold area is increased, the class division is carried out;

对每一等级内的煤供热用户进行煤供热效率和煤供热安全性的计算,将煤供热用户的煤炭使用总量、煤供热量、煤供热输出温度以及煤供热用户室内的温度带入煤供热效率公式中求得煤实际消耗值;Calculate coal heating efficiency and coal heating safety for coal heating users in each level, and calculate coal heating users' total coal consumption, coal heat supply, coal heating output temperature, and coal heating user Bring the indoor temperature into the coal heating efficiency formula to obtain the actual coal consumption value;

将煤供热用户的煤供热管路的距离、煤供热用户的室内面积、煤供热管路数量以及煤供热用户的设备故障频率带入煤供热安全性公式中求得煤供热风险值。The distance of the coal heating pipeline of the coal heating user, the indoor area of the coal heating user, the number of coal heating pipelines and the equipment failure frequency of the coal heating user are brought into the coal heating safety formula to obtain the coal heating safety formula. Thermal Risk Value.

进一步地,所述煤供热效率公式配置为:

Figure BDA0003404303900000031
其中,Pmsx为煤实际消耗值,Msz为煤炭使用总量,Mgr为煤供热量,M1为煤炭使用量与煤供热量的转化系数,Tmsc为煤供热输出温度,Tmsr为煤供热用户室内的温度,a1为煤炭消耗系数,a2为煤供热温度转换系数,且M1、a1和a2均大于零;Further, the coal heating efficiency formula is configured as:
Figure BDA0003404303900000031
Among them, Pmsx is the actual coal consumption value, Msz is the total coal consumption, Mgr is the heat supplied by coal, M1 is the conversion coefficient between coal consumption and coal heat supply, Tmsc is the output temperature of coal heat supply, and Tmsr is the coal heat supply The temperature in the user's room, a1 is the coal consumption coefficient, a2 is the coal heating temperature conversion coefficient, and M1, a1 and a2 are all greater than zero;

所述煤供热安全性公式配置为:

Figure BDA0003404303900000032
其中,Pmfx为煤供热风险值,Jmgr为煤供热管路的距离,Bmgl为煤供热管路数量,Smm为煤供热用户的室内面积,Pmg为煤供热用户的设备故障频率,b1为煤供热参数转换系数,b2为煤供热故障转换系数,且b1和b2均大于零。The coal heating safety formula is configured as:
Figure BDA0003404303900000032
Among them, Pmfx is the risk value of coal heating, Jmgr is the distance of coal heating pipelines, Bmgl is the number of coal heating pipelines, Smm is the indoor area of coal heating users, Pmg is the equipment failure frequency of coal heating users, b1 is the conversion coefficient of coal heating parameters, b2 is the conversion coefficient of coal heating failure, and both b1 and b2 are greater than zero.

进一步地,所述电供热模型构建单元配置有电供热子模型构建策略,所述电供热子模型构建策略包括:将电供热用户基于电供热用户的室内面积进行分类,将电供热用户的室内面积小于第一面积的电供热用户划分为第一级电供热用户,然后每增加第一阈值面积进行一次等级的划分;Further, the electric heating model construction unit is configured with an electric heating sub-model construction strategy, and the electric heating sub-model construction strategy includes: classifying the electric heating users based on the indoor area of the electric heating users, classifying the electric heating Electric heating users whose indoor area of heating users is smaller than the first area are divided into first-level electric heating users, and then the first threshold area is increased for each level division;

对每一等级内的电供热用户进行电供热效率和电供热安全性的计算,将电供热用户的用电量、电供热设备的输出温度以及电供热用户室内的温度带入电供热效率公式中求得电实际消耗值;Calculation of electric heating efficiency and electric heating safety for electric heating users in each level, the power consumption of electric heating users, output temperature of electric heating equipment and indoor temperature band of electric heating users The actual consumption value of electricity can be obtained from the formula of heating efficiency of input electricity;

将电供热用户的电供热管路的距离、电供热用户的室内面积、电供热管路数量以及电供热用户的设备故障频率带入电供热安全性公式中求得电供热风险值。The distance of the electric heating pipeline of the electric heating user, the indoor area of the electric heating user, the number of the electric heating pipeline and the equipment failure frequency of the electric heating user are brought into the electric heating safety formula to obtain the electric heating safety formula. Thermal Risk Value.

进一步地,所述电供热效率公式配置为:

Figure BDA0003404303900000041
其中,Pdsx为电实际消耗值,Lyd为用电量,Tdsc为电供热设备的输出温度,Tdsr为电供热用户室内的温度,a3为用电消耗系数,a4为电供热温度转换系数,且a3和a4均大于零;Further, the electric heating efficiency formula is configured as:
Figure BDA0003404303900000041
Among them, Pdsx is the actual consumption value of electricity, Lyd is the electricity consumption, Tdsc is the output temperature of the electric heating equipment, Tdsr is the indoor temperature of the electric heating user, a3 is the power consumption coefficient, and a4 is the electric heating temperature conversion coefficient , and both a3 and a4 are greater than zero;

所述电供热安全性公式配置为:

Figure BDA0003404303900000042
其中,Pdfx为电供热风险值,Jdgr为电供热管路的距离,Bdgl为电供热管路数量,Sdm为电供热用户的室内面积,Pdg为电供热用户的设备故障频率,b3为电供热参数转换系数,b4为电供热故障转换系数,且b3和b4均大于零。The electric heating safety formula is configured as:
Figure BDA0003404303900000042
Among them, Pdfx is the risk value of electric heating, Jdgr is the distance of electric heating pipelines, Bdgl is the number of electric heating pipelines, Sdm is the indoor area of electric heating users, Pdg is the equipment failure frequency of electric heating users, b3 is the conversion coefficient of electric heating parameters, b4 is the conversion coefficient of electric heating failure, and both b3 and b4 are greater than zero.

进一步地,所述云服务器内部还配置有比对模块,所述比对模块配置有比对策略,所述比对策略包括:从第一级煤供热用户至第i级煤供热用户中分别随机选取n组煤供热子模型的煤实际消耗值和煤供热风险值的数据;Further, the cloud server is also equipped with a comparison module, and the comparison module is configured with a comparison strategy, and the comparison strategy includes: from the first-level coal heating user to the i-th coal heating user The data of the actual coal consumption value and the risk value of coal heating supply of n groups of coal heating sub-models are randomly selected respectively;

将选取的若干组煤实际消耗值进行相加后得到煤供热抽样消耗总值,将选取的若干组煤供热风险值进行相加后得到煤供热抽样风险总值;The total value of coal heating sampling consumption is obtained by adding the actual consumption values of several selected groups of coal, and the total value of coal heating sampling risk is obtained by adding the selected groups of coal heating risk values;

将煤供热抽样消耗总值带入第一消耗比对公式中求得第一消耗比对值;将煤供热抽样风险总值带入第一风险比对公式中求得第一风险比对值;Bring the total value of coal heating sampling consumption into the first consumption comparison formula to obtain the first consumption comparison value; bring the total value of coal heating sampling risk into the first risk comparison formula to obtain the first risk comparison value;

从第一级电供热用户至第i级电供热用户中分别随机选取n组电供热子模型的电实际消耗值和电供热风险值的数据;Randomly select the data of the actual electricity consumption value and the electric heating risk value of n groups of electric heating sub-models from the first-level electric heating user to the i-th electric heating user;

将选取的若干组电实际消耗值进行相加后得到电供热抽样消耗总值,将选取的若干组电供热风险值进行相加后得到电供热抽样风险总值;Add the selected groups of actual consumption values of electricity to obtain the total value of electric heating sampling consumption, and add the selected groups of electric heating risk values to obtain the total value of electric heating sampling risk;

将电供热抽样消耗总值带入第二消耗比对公式中求得第二消耗比对值;将电供热抽样风险总值带入第二风险比对公式中求得第二风险比对值;Bring the total value of electric heating sampling consumption into the second consumption comparison formula to obtain the second consumption comparison value; bring the total value of electric heating sampling risk into the second risk comparison formula to obtain the second risk comparison value;

将第一消耗比对值、第二消耗比对值、第一风险比对值以及第二风险比对值通过智能网关发送至用户终端。The first consumption comparison value, the second consumption comparison value, the first risk comparison value and the second risk comparison value are sent to the user terminal through the intelligent gateway.

进一步地,所述第一消耗比对公式配置为:Pxh1=Zmxh×c1;所述第一风险比对公式配置为:Pfx1=Zmfx×d1;所述第二消耗比对公式配置为:Pxh2=Zdxh×c2;所述第二风险比对公式配置为:Pfx2=Zdfx×d2;其中,Pxh1为第一消耗比对值,Zmxh为煤供热抽样消耗总值,c1为煤供热消耗总值比对系数,Pfx1为第一消耗比对值,Zmfx为煤供热抽样风险总值,d1为煤供热风险总值比对系数,Pxh2为第二消耗比对值,Zdxh为电供热抽样消耗总值,c2为电供热消耗总值比对系数,Pfx2为第二消耗比对值,Zdfx为电供热抽样风险总值,d2为电供热风险总值比对系数,且c1、c2、d1和d2分别大于零。Further, the configuration of the first consumption comparison formula is: Pxh1=Zmxh×c1; the configuration of the first risk comparison formula is: Pfx1=Zmfx×d1; the configuration of the second consumption comparison formula is: Pxh2= Zdxh×c2; the configuration of the second risk comparison formula is: Pfx2=Zdfx×d2; wherein, Pxh1 is the first consumption comparison value, Zmxh is the total value of coal heating sampling consumption, and c1 is the total value of coal heating consumption Comparison coefficient, Pfx1 is the first consumption comparison value, Zmfx is the total value of coal heating sampling risk, d1 is the comparison coefficient of the total coal heating risk value, Pxh2 is the second consumption comparison value, Zdxh is the electric heating sampling The total value of consumption, c2 is the comparison coefficient of the total value of electric heating consumption, Pfx2 is the second comparison value of consumption, Zdfx is the total value of electric heating sampling risk, d2 is the comparison coefficient of the total value of electric heating risk, and c1, c2, d1, and d2 are each greater than zero.

本发明的有益效果:本发明通过对煤改电前的煤供热用户的煤供热数据进行采集,再对煤改电后的电供热用户的电供热数据进行采集,然后将获取到的数据传输至云服务器进行处理,得到煤供热和电供热的效率和安全性比对结果,并将比对结果通过智能网关传输至用户终端,该设计能够使煤改电用户及时准确的了解煤改电前的煤实际消耗和煤供热安全性以及煤改电后的电实际消耗和电供热安全性,从而提高用户对煤改电的细致了解,同时提高了对煤改电之后的供热系统的统筹监控,保障了用户使用的安全性。Beneficial effects of the present invention: the present invention collects coal heating data of coal heating users before coal-to-electricity conversion, and then collects electric heating data of electric heating users after coal-to-electricity conversion, and then obtains The data is transmitted to the cloud server for processing, and the efficiency and safety comparison results of coal heating and electric heating are obtained, and the comparison results are transmitted to the user terminal through the intelligent gateway. This design can enable coal-to-electricity users to timely and accurately Understand the actual coal consumption and coal heating safety before coal-to-electricity conversion, as well as the actual electricity consumption and electric heating safety after coal-to-electricity conversion, so as to improve users' detailed understanding of coal-to-electricity conversion, and at the same time improve the understanding of coal-to-electricity The overall monitoring of the heating system ensures the safety of users.

附图说明Description of drawings

通过阅读参照以下附图对非限制性实施例所作的详细描述,本发明的其它特征、目的和优点将会变得更明显:Other characteristics, objects and advantages of the present invention will become more apparent by reading the detailed description of non-limiting embodiments made with reference to the following drawings:

图1为本发明与用户终端的连接原理图;Fig. 1 is the connection schematic diagram of the present invention and user terminal;

图2为实施例一中本发明的原理框图;Fig. 2 is a functional block diagram of the present invention in embodiment one;

图3为实施例二中本发明的原理框图。Fig. 3 is a functional block diagram of the present invention in the second embodiment.

具体实施方式Detailed ways

为使本发明实现的技术手段、创作特征、达成目的与功效易于明白了解,下面结合具体实施方式,进一步阐述本发明。In order to make the technical means, creative features, goals and effects achieved by the present invention easy to understand, the present invention will be further described below in conjunction with specific embodiments.

实施例一,请参阅图1和图2,一种基于云服务的煤改电供热管理监控系统,所述比对系统包括云服务器、智能网关、若干煤供热监控模块以及若干电供热监控模块,若干煤供热监控模块和若干电供热监控模块分别通过智能网关与云服务器无线连接,所述云服务器内还配置有云数据库,云数据库用于对煤供热用户和电供热用户的基础供热参数数据进行存储。所述云数据库内存储有若干煤供热用户的供热数据以及电供热用户的供热数据,所述煤供热用户的供热数据包括煤供热管路的距离、煤供热用户的室内面积、煤供热管路数量以及煤供热用户的设备故障频率;所述电供热用户的供热数据包括电供热管路的距离、电供热用户的室内面积、电供热管路数量以及电供热用户的设备故障频率。Embodiment 1, please refer to Figure 1 and Figure 2, a coal-to-electricity heating management monitoring system based on cloud services, the comparison system includes a cloud server, an intelligent gateway, several coal heating monitoring modules and several electric heating The monitoring module, several coal heating monitoring modules and several electric heating monitoring modules are respectively wirelessly connected to the cloud server through the intelligent gateway. The cloud server is also equipped with a cloud database, and the cloud database is used for coal heating users and electric heating users. The user's basic heating parameter data is stored. The cloud database stores the heating data of several coal heating users and the heating data of electric heating users, and the heating data of coal heating users includes the distance of coal heating pipelines, the distance of coal heating users The indoor area, the number of coal heating pipelines, and the equipment failure frequency of coal heating users; the heating data of the electric heating users include the distance of the electric heating pipelines, the indoor area of the electric heating users, the electric heating pipe The number of circuits and the equipment failure frequency of electric heating users.

若干煤供热监控模块用于对若干煤供热用户的煤供热数据进行采集,并将采集到的煤供热数据通过无线网关传输至云服务器;所述煤供热监控模块包括煤使用量监控单元、煤供热流量监控单元、煤供热输出温度监控单元以及煤供热输入温度监控单元;所述煤使用量监控单元用于监控煤炭使用总量,煤使用量监控单元采用重量计重的方式进行,对于煤总重进行计重,然后对使用后的重量进行计重即可得到使用量;所述煤供热流量监控单元用于监控煤供热用户的煤供热量,煤供热流量监控单元采用供热流量计进行,供热一般都采用热水供应方式;所述煤供热输出温度监控单元用于监控煤供热输出温度;所述煤供热输入温度监控单元用于监控煤供热用户室内的温度。煤供热输出温度监控单元和煤供热输入温度监控单元采用温度传感器进行监控。Several coal heating monitoring modules are used to collect the coal heating data of several coal heating users, and transmit the collected coal heating data to the cloud server through the wireless gateway; the coal heating monitoring module includes coal consumption Monitoring unit, coal heating flow monitoring unit, coal heating output temperature monitoring unit, and coal heating input temperature monitoring unit; the coal usage monitoring unit is used to monitor the total amount of coal usage, and the coal usage monitoring unit adopts weight The method is carried out, the total weight of the coal is weighed, and then the usage amount can be obtained by weighing the weight after use; the coal heating flow monitoring unit is used to monitor the coal heat supply of the coal heating user, and the coal supply The heat flow monitoring unit adopts a heat supply flow meter, and the heating generally adopts hot water supply; the coal heating output temperature monitoring unit is used to monitor the coal heating output temperature; the coal heating input temperature monitoring unit is used for Monitor the indoor temperature of coal heating users. The coal heating output temperature monitoring unit and the coal heating input temperature monitoring unit are monitored by temperature sensors.

若干电供热监控模块用于对若干电供热用户的电供热数据进行采集,并将采集到的电供热数据通过无线网关传输至云服务器;所述电供热监控模块包括用电量监控单元、电供热输出温度监控单元以及电供热输入温度监控单元;所述用电量监控单元用于监控电供热用户的用电量,用电量监控单元采用电表计量;所述电供热输出温度监控单元用于监控电供热设备的输出温度;所述电供热输入温度监控单元用于监控电供热用户室内的温度。电供热输出温度监控单元和电供热输入温度监控单元采用温度传感器实现。Several electric heating monitoring modules are used to collect the electric heating data of several electric heating users, and transmit the collected electric heating data to the cloud server through the wireless gateway; the electric heating monitoring modules include power consumption A monitoring unit, an electric heating output temperature monitoring unit, and an electric heating input temperature monitoring unit; the power consumption monitoring unit is used to monitor the power consumption of electric heating users, and the power consumption monitoring unit is measured by an electric meter; The heating output temperature monitoring unit is used to monitor the output temperature of the electric heating equipment; the electric heating input temperature monitoring unit is used to monitor the temperature in the electric heating user's room. The electric heating output temperature monitoring unit and the electric heating input temperature monitoring unit are realized by temperature sensors.

所述云服务器用于对获取到的煤供热数据和电供热数据进行比对处理,得到煤供热和电供热的效率和安全性比对结果,并将比对结果通过智能网关传输至用户终端。The cloud server is used to compare and process the obtained coal heating data and electric heating data, obtain the efficiency and safety comparison results of coal heating and electric heating, and transmit the comparison results through the intelligent gateway to the user terminal.

所述云服务器内部配置有模型构建模块,所述模型构建模块包括煤供热模型构建单元以及电供热模型构建单元;The cloud server is internally equipped with a model building module, and the model building module includes a coal heating model building unit and an electric heating model building unit;

所述煤供热模型构建单元用于构建煤供热模型,所述煤供热模型包括若干煤供热子模型,所述煤供热子模型基于每个煤供热用户构建;The coal heating model construction unit is used to construct a coal heating model, and the coal heating model includes several coal heating sub-models, and the coal heating sub-model is constructed based on each coal heating user;

所述电供热模型构建单元用于构建电供热模型,所述电供热模型包括若干电供热子模型,所述电供热子模型基于每个电供热用户构建;The electric heating model construction unit is used to construct the electric heating model, the electric heating model includes several electric heating sub-models, and the electric heating sub-model is constructed based on each electric heating user;

所述煤供热模型构建单元配置有煤供热子模型构建策略,所述煤供热子模型构建策略包括:将煤供热用户基于煤供热用户的室内面积进行分类,将煤供热用户的室内面积小于第一面积的煤供热用户划分为第一级煤供热用户,然后每增加第一阈值面积进行一次等级的划分;The coal heating model construction unit is configured with a coal heating sub-model construction strategy, and the coal heating sub-model construction strategy includes: classifying the coal heating users based on the indoor area of the coal heating users, classifying the coal heating users The coal heating users whose indoor area is smaller than the first area are classified as the first-level coal heating users, and then each time the first threshold area is increased, the class division is carried out;

对每一等级内的煤供热用户进行煤供热效率和煤供热安全性的计算,将煤供热用户的煤炭使用总量、煤供热量、煤供热输出温度以及煤供热用户室内的温度带入煤供热效率公式中求得煤实际消耗值;Calculate coal heating efficiency and coal heating safety for coal heating users in each level, and calculate coal heating users' total coal consumption, coal heat supply, coal heating output temperature, and coal heating user Bring the indoor temperature into the coal heating efficiency formula to obtain the actual coal consumption value;

将煤供热用户的煤供热管路的距离、煤供热用户的室内面积、煤供热管路数量以及煤供热用户的设备故障频率带入煤供热安全性公式中求得煤供热风险值。The distance of the coal heating pipeline of the coal heating user, the indoor area of the coal heating user, the number of coal heating pipelines and the equipment failure frequency of the coal heating user are brought into the coal heating safety formula to obtain the coal heating safety formula. Thermal Risk Value.

所述煤供热效率公式配置为:

Figure BDA0003404303900000081
其中,Pmsx为煤实际消耗值,Msz为煤炭使用总量,Mgr为煤供热量,M1为煤炭使用量与煤供热量的转化系数,Tmsc为煤供热输出温度,Tmsr为煤供热用户室内的温度,a1为煤炭消耗系数,a2为煤供热温度转换系数,且M1、a1和a2均大于零,通过a1能够将煤炭消耗数据进行转换,通过a2能够将煤供热相关的温度进行转换,形成可以相互转换匹配的数值。The coal heating efficiency formula is configured as:
Figure BDA0003404303900000081
Among them, Pmsx is the actual coal consumption value, Msz is the total coal consumption, Mgr is the heat supplied by coal, M1 is the conversion coefficient between coal consumption and coal heat supply, Tmsc is the output temperature of coal heat supply, and Tmsr is the coal heat supply The temperature in the user's room, a1 is the coal consumption coefficient, a2 is the coal heating temperature conversion coefficient, and M1, a1 and a2 are all greater than zero, the coal consumption data can be converted through a1, and the temperature related to coal heating can be converted through a2 Perform conversions to form values that can be converted to match each other.

所述煤供热安全性公式配置为:

Figure BDA0003404303900000082
当煤供热用户的设备故障频率越大时得到的煤供热风险值也越大,其中,Pmfx为煤供热风险值,Jmgr为煤供热管路的距离,Bmgl为煤供热管路数量,Smm为煤供热用户的室内面积,Pmg为煤供热用户的设备故障频率,b1为煤供热参数转换系数,b2为煤供热故障转换系数,且b1和b2均大于零,通过b1能够将煤供热相关的参数进行转换,通过b2能够将煤供热故障数据进行转换,形成能够互相比对计算的数值。The coal heating safety formula is configured as:
Figure BDA0003404303900000082
The higher the equipment failure frequency of coal heating users, the greater the risk value of coal heating, among which, Pmfx is the risk value of coal heating, Jmgr is the distance of coal heating pipeline, and Bmgl is the coal heating pipeline Quantity, Smm is the indoor area of coal heating users, Pmg is the equipment failure frequency of coal heating users, b1 is the conversion coefficient of coal heating parameters, b2 is the conversion coefficient of coal heating failures, and both b1 and b2 are greater than zero. b1 can convert parameters related to coal heating, and b2 can convert coal heating failure data to form values that can be compared and calculated with each other.

所述电供热模型构建单元配置有电供热子模型构建策略,所述电供热子模型构建策略包括:将电供热用户基于电供热用户的室内面积进行分类,将电供热用户的室内面积小于第一面积的电供热用户划分为第一级电供热用户,然后每增加第一阈值面积进行一次等级的划分;The electric heating model construction unit is configured with an electric heating sub-model construction strategy, and the electric heating sub-model construction strategy includes: classifying the electric heating users based on the indoor area of the electric heating users, classifying the electric heating users Electric heating users whose indoor area is smaller than the first area are classified as first-level electric heating users, and then the first threshold area is increased for each level of division;

对每一等级内的电供热用户进行电供热效率和电供热安全性的计算,将电供热用户的用电量、电供热设备的输出温度以及电供热用户室内的温度带入电供热效率公式中求得电实际消耗值;Calculation of electric heating efficiency and electric heating safety for electric heating users in each level, the power consumption of electric heating users, output temperature of electric heating equipment and indoor temperature band of electric heating users The actual consumption value of electricity can be obtained from the formula of heating efficiency of input electricity;

将电供热用户的电供热管路的距离、电供热用户的室内面积、电供热管路数量以及电供热用户的设备故障频率带入电供热安全性公式中求得电供热风险值。The distance of the electric heating pipeline of the electric heating user, the indoor area of the electric heating user, the number of the electric heating pipeline and the equipment failure frequency of the electric heating user are brought into the electric heating safety formula to obtain the electric heating safety formula. Thermal Risk Value.

所述电供热效率公式配置为:

Figure BDA0003404303900000091
其中,Pdsx为电实际消耗值,Lyd为用电量,Tdsc为电供热设备的输出温度,Tdsr为电供热用户室内的温度,a3为用电消耗系数,a4为电供热温度转换系数,且a3和a4均大于零,通过a3能够将用电量进行转换,通过a4能够将电供热相关的输出温度和输入温度的温差进行转换,形成可以相互计算的数值;The electric heating efficiency formula is configured as:
Figure BDA0003404303900000091
Among them, Pdsx is the actual consumption value of electricity, Lyd is the electricity consumption, Tdsc is the output temperature of the electric heating equipment, Tdsr is the indoor temperature of the electric heating user, a3 is the power consumption coefficient, and a4 is the electric heating temperature conversion coefficient , and both a3 and a4 are greater than zero, the power consumption can be converted through a3, and the temperature difference between the output temperature and the input temperature related to electric heating can be converted through a4 to form a value that can be calculated mutually;

所述电供热安全性公式配置为:

Figure BDA0003404303900000092
当电供热用户的设备故障频率越大时得到的电供热风险值也越大,其中,Pdfx为电供热风险值,Jdgr为电供热管路的距离,Bdgl为电供热管路数量,Sdm为电供热用户的室内面积,Pdg为电供热用户的设备故障频率,b3为电供热参数转换系数,b4为电供热故障转换系数,且b3和b4均大于零,通过b3能够将电供热的参数进行转换形成可以相匹配的数值,通过b4能够将电供热故障数据进行转换形成可以相匹配的数值。The electric heating safety formula is configured as:
Figure BDA0003404303900000092
When the equipment failure frequency of electric heating users is higher, the risk value of electric heating is also greater, where Pdfx is the risk value of electric heating, Jdgr is the distance of electric heating pipeline, and Bdgl is the electric heating pipeline Sdm is the indoor area of electric heating users, Pdg is the equipment failure frequency of electric heating users, b3 is the conversion coefficient of electric heating parameters, b4 is the conversion coefficient of electric heating failures, and both b3 and b4 are greater than zero. b3 can convert the parameters of electric heating into matching values, and b4 can convert the electric heating fault data into matching values.

所述云服务器内还配置有筛选发送模块,所述筛选发送模块配置有筛选发送策略,所述筛选发送策略包括:获取煤供热用户的室内面积,然后从云服务器内调取与该煤供热用户处于同一级的煤供热用户的煤实际消耗值和煤供热风险值以及电供热用户的电实际消耗值和电供热风险值,并将调取的数据通过智能网关发送至该用户终端。处于同一级的用户的室内面积相仿,因此选取同一级的煤供热数据和电供热数据就会更加具备参考性。The cloud server is also configured with a screening and sending module, and the screening and sending module is configured with a screening and sending strategy. The screening and sending strategy includes: obtaining the indoor area of the coal heating user, and then calling from the cloud server. The actual coal consumption value and coal heating risk value of the coal heating user at the same level as the heat user, and the actual electricity consumption value and electric heating risk value of the electric heating user, and the retrieved data will be sent to the user terminal. Users at the same level have similar indoor areas, so selecting coal heating data and electric heating data at the same level will be more informative.

实施例二,请参阅图1和图3,实施例二在实施例一的基础上在云服务器内增加了比对模块,比对模块相较于实施例一,增加了对煤供热用户和电供热用户的数据抽样,通过对同类型的数据进行抽样汇总处理,能够提高二者数据的比对合理性,从而提高煤供热过程和电供热过程的消耗量和安全性比对的准确性。Embodiment 2, please refer to Figure 1 and Figure 3. Embodiment 2 adds a comparison module in the cloud server on the basis of Embodiment 1. Compared with Embodiment 1, the comparison module adds coal heating users and The data sampling of electric heating users, by sampling and summarizing the same type of data, can improve the rationality of the comparison of the two data, thereby improving the comparison of the consumption and safety of the coal heating process and the electric heating process. accuracy.

所述云服务器内部还配置有比对模块,所述比对模块配置有比对策略,所述比对策略包括:从第一级煤供热用户至第i级煤供热用户中分别随机选取n组煤供热子模型的煤实际消耗值和煤供热风险值的数据;The cloud server is also equipped with a comparison module, and the comparison module is configured with a comparison strategy, and the comparison strategy includes: randomly selecting from the first-level coal heating user to the i-th coal heating user The data of coal actual consumption value and coal heating risk value of coal heating sub-model of group n;

将选取的若干组煤实际消耗值进行相加后得到煤供热抽样消耗总值,将选取的若干组煤供热风险值进行相加后得到煤供热抽样风险总值;The total value of coal heating sampling consumption is obtained by adding the actual consumption values of several selected groups of coal, and the total value of coal heating sampling risk is obtained by adding the selected groups of coal heating risk values;

将煤供热抽样消耗总值带入第一消耗比对公式中求得第一消耗比对值;将煤供热抽样风险总值带入第一风险比对公式中求得第一风险比对值;Bring the total value of coal heating sampling consumption into the first consumption comparison formula to obtain the first consumption comparison value; bring the total value of coal heating sampling risk into the first risk comparison formula to obtain the first risk comparison value;

从第一级电供热用户至第i级电供热用户中分别随机选取n组电供热子模型的电实际消耗值和电供热风险值的数据;这样抽样的总数即为i乘上n得到的数值。n小于每组数据中数量最小的组内数据的数量,保证抽样的有效性。From the first-level electric heat supply users to the i-th electric heat supply users, the data of the actual electricity consumption value and the electric heat supply risk value of n groups of electric heat supply sub-models are randomly selected; the total number of samples in this way is i multiplied by The value obtained by n. n is less than the number of data in the group with the smallest number in each group of data to ensure the effectiveness of sampling.

将选取的若干组电实际消耗值进行相加后得到电供热抽样消耗总值,将选取的若干组电供热风险值进行相加后得到电供热抽样风险总值;Add the selected groups of actual consumption values of electricity to obtain the total value of electric heating sampling consumption, and add the selected groups of electric heating risk values to obtain the total value of electric heating sampling risk;

将电供热抽样消耗总值带入第二消耗比对公式中求得第二消耗比对值;将电供热抽样风险总值带入第二风险比对公式中求得第二风险比对值;Bring the total value of electric heating sampling consumption into the second consumption comparison formula to obtain the second consumption comparison value; bring the total value of electric heating sampling risk into the second risk comparison formula to obtain the second risk comparison value;

将第一消耗比对值、第二消耗比对值、第一风险比对值以及第二风险比对值通过智能网关发送至用户终端。The first consumption comparison value, the second consumption comparison value, the first risk comparison value and the second risk comparison value are sent to the user terminal through the intelligent gateway.

所述第一消耗比对公式配置为:Pxh1=Zmxh×c1;所述第一风险比对公式配置为:Pfx1=Zmfx×d1;所述第二消耗比对公式配置为:Pxh2=Zdxh×c2;所述第二风险比对公式配置为:Pfx2=Zdfx×d2;其中,Pxh1为第一消耗比对值,Zmxh为煤供热抽样消耗总值,c1为煤供热消耗总值比对系数,Pfx1为第一消耗比对值,Zmfx为煤供热抽样风险总值,d1为煤供热风险总值比对系数,Pxh2为第二消耗比对值,Zdxh为电供热抽样消耗总值,c2为电供热消耗总值比对系数,Pfx2为第二消耗比对值,Zdfx为电供热抽样风险总值,d2为电供热风险总值比对系数,且c1、c2、d1和d2分别大于零。通过c1和c2能够将煤供热抽样消耗总值和电供热抽样消耗总值进行匹配,通过d1和d2能够将煤供热抽样风险总值和电供热抽样风险总值进行匹配,保证二者具备可比性。The configuration of the first consumption comparison formula is: Pxh1=Zmxh×c1; the configuration of the first risk comparison formula is: Pfx1=Zmfx×d1; the configuration of the second consumption comparison formula is: Pxh2=Zdxh×c2 The configuration of the second risk comparison formula is: Pfx2=Zdfx×d2; wherein, Pxh1 is the first consumption comparison value, Zmxh is the total value of coal heating sampling consumption, and c1 is the comparison coefficient of coal heating consumption total value , Pfx1 is the first consumption comparison value, Zmfx is the total value of coal heating sampling risk, d1 is the comparison coefficient of the total coal heating risk value, Pxh2 is the second consumption comparison value, Zdxh is the total value of electric heating sampling consumption , c2 is the comparison coefficient of the total value of electric heating consumption, Pfx2 is the second consumption comparison value, Zdfx is the total value of electric heating sampling risk, d2 is the comparison coefficient of the total value of electric heating risk, and c1, c2, d1 and d2 are each greater than zero. Through c1 and c2, the total value of coal heating sampling consumption can be matched with the total value of electric heating sampling consumption, and through d1 and d2, the total value of coal heating sampling risk can be matched with the total value of electric heating sampling risk, ensuring two are comparable.

工作原理:通过若干煤供热监控模块能够对若干煤供热用户的煤供热数据进行采集,然后将采集到的煤供热数据通过无线网关传输至云服务器,通过电供热监控模块能够对若干电供热用户的电供热数据进行采集,然后将采集到的电供热数据通过无线网关传输至云服务器;再通过云服务器对获取到的煤供热数据和电供热数据进行比对处理,得到煤供热和电供热的效率和安全性比对结果,并将比对结果通过智能网关传输至用户终端,能够使煤改电用户及时准确的了解煤改电前的煤实际消耗和煤供热安全性以及煤改电后的电实际消耗和电供热安全性,从而提高用户对煤改电的细致了解,同时提高了对煤改电之后的供热系统的统筹监控,保障了用户使用的安全性。Working principle: Through several coal heating monitoring modules, the coal heating data of several coal heating users can be collected, and then the collected coal heating data can be transmitted to the cloud server through the wireless gateway, and the electric heating monitoring module can Collect the electric heating data of several electric heating users, and then transmit the collected electric heating data to the cloud server through the wireless gateway; then compare the obtained coal heating data and electric heating data through the cloud server Processing, to obtain the efficiency and safety comparison results of coal heating and electric heating, and transmit the comparison results to the user terminal through the intelligent gateway, so that coal-to-electricity users can timely and accurately understand the actual coal consumption before coal-to-electricity conversion and coal heating safety, as well as the actual consumption of electricity after coal-to-electricity conversion and the safety of electric heating supply, thereby improving users' detailed understanding of coal-to-electricity conversion, and at the same time improving the overall monitoring of the heating system after coal-to-electricity conversion, ensuring the user's safety.

最后应说明的是:以上所述实施例,仅为本发明的具体实施方式,用以说明本发明的技术方案,而非对其限制,本发明的保护范围并不局限于此,尽管参照前述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: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,其依然可以对前述实施例所记载的技术方案进行修改或可轻易想到变化,或者对其中部分技术特征进行等同替换;而这些修改、变化或者替换,并不使相应技术方案的本质脱离本发明实施例技术方案的精神和范围,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以所述权利要求的保护范围为准。Finally, it should be noted that: the above-described embodiments are only specific implementations of the present invention, used to illustrate the technical solutions of the present invention, rather than limiting them, and the scope of protection of the present invention is not limited thereto, although referring to the foregoing The embodiment has described the present invention in detail, and those skilled in the art should understand that any person familiar with the technical field can still modify the technical solutions described in the foregoing embodiments within the technical scope disclosed in the present invention Changes can be easily thought of, or equivalent replacements are made to some of the technical features; and these modifications, changes or replacements do not make the essence of the corresponding technical solutions deviate from the spirit and scope of the technical solutions of the embodiments of the present invention, and should be included in the scope of the present invention within the scope of protection. Therefore, the protection scope of the present invention should be determined by the protection scope of the claims.

Claims (5)

1.一种基于云服务的煤改电供热管理监控系统,其特征在于,比对系统包括云服务器、智能网关、若干煤供热监控模块以及若干电供热监控模块,若干煤供热监控模块和若干电供热监控模块分别通过智能网关与云服务器无线连接;1. A coal-to-electricity heating management monitoring system based on cloud services, characterized in that the comparison system includes a cloud server, an intelligent gateway, several coal heating monitoring modules and several electric heating monitoring modules, several coal heating monitoring modules The module and several electric heating monitoring modules are connected to the cloud server wirelessly through the intelligent gateway; 若干煤供热监控模块用于对若干煤供热用户的煤供热数据进行采集,并将采集到的煤供热数据通过无线网关传输至云服务器;Several coal heating monitoring modules are used to collect the coal heating data of several coal heating users, and transmit the collected coal heating data to the cloud server through the wireless gateway; 若干电供热监控模块用于对若干电供热用户的电供热数据进行采集,并将采集到的电供热数据通过无线网关传输至云服务器;Several electric heating monitoring modules are used to collect the electric heating data of several electric heating users, and transmit the collected electric heating data to the cloud server through the wireless gateway; 所述云服务器用于对获取到的煤供热数据和电供热数据进行比对处理,得到煤供热和电供热的效率和安全性比对结果,并将比对结果通过智能网关传输至用户终端;The cloud server is used to compare and process the obtained coal heating data and electric heating data, obtain the efficiency and safety comparison results of coal heating and electric heating, and transmit the comparison results through the intelligent gateway to the user terminal; 所述云服务器内配置有云数据库,所述云数据库内存储有若干煤供热用户的供热数据以及电供热用户的供热数据,所述煤供热用户的供热数据包括煤供热管路的距离、煤供热用户的室内面积、煤供热管路数量以及煤供热用户的设备故障频率;The cloud server is equipped with a cloud database, and the cloud database stores the heating data of several coal heating users and the heating data of the electric heating users, and the heating data of the coal heating users includes coal heating data. The distance of pipelines, the indoor area of coal heating users, the number of coal heating pipelines and the equipment failure frequency of coal heating users; 所述电供热用户的供热数据包括电供热管路的距离、电供热用户的室内面积、电供热管路数量以及电供热用户的设备故障频率;The heating data of the electric heating user includes the distance of the electric heating pipeline, the indoor area of the electric heating user, the number of the electric heating pipeline and the equipment failure frequency of the electric heating user; 所述煤供热监控模块包括煤使用量监控单元、煤供热流量监控单元、煤供热输出温度监控单元以及煤供热输入温度监控单元;The coal heating monitoring module includes a coal usage monitoring unit, a coal heating flow monitoring unit, a coal heating output temperature monitoring unit, and a coal heating input temperature monitoring unit; 所述煤使用量监控单元用于监控煤炭使用总量;所述煤供热流量监控单元用于监控煤供热用户的煤供热量;所述煤供热输出温度监控单元用于监控煤供热输出温度;所述煤供热输入温度监控单元用于监控煤供热用户室内的温度;The coal consumption monitoring unit is used to monitor the total amount of coal used; the coal heating flow monitoring unit is used to monitor the coal heat supply of coal heating users; the coal heating output temperature monitoring unit is used to monitor coal supply Heat output temperature; the coal heating input temperature monitoring unit is used to monitor the indoor temperature of coal heating users; 所述电供热监控模块包括用电量监控单元、电供热输出温度监控单元以及电供热输入温度监控单元;The electric heating monitoring module includes a power consumption monitoring unit, an electric heating output temperature monitoring unit, and an electric heating input temperature monitoring unit; 所述用电量监控单元用于监控电供热用户的用电量;所述电供热输出温度监控单元用于监控电供热设备的输出温度;所述电供热输入温度监控单元用于监控电供热用户室内的温度;The power consumption monitoring unit is used to monitor the power consumption of electric heating users; the electric heating output temperature monitoring unit is used to monitor the output temperature of electric heating equipment; the electric heating input temperature monitoring unit is used to Monitor the indoor temperature of electric heating users; 所述云服务器内部配置有模型构建模块,所述模型构建模块包括煤供热模型构建单元以及电供热模型构建单元;The cloud server is internally equipped with a model building module, and the model building module includes a coal heating model building unit and an electric heating model building unit; 所述煤供热模型构建单元用于构建煤供热模型,所述煤供热模型包括若干煤供热子模型,所述煤供热子模型基于每个煤供热用户构建;The coal heating model construction unit is used to construct a coal heating model, and the coal heating model includes several coal heating sub-models, and the coal heating sub-model is constructed based on each coal heating user; 所述电供热模型构建单元用于构建电供热模型,所述电供热模型包括若干电供热子模型,所述电供热子模型基于每个电供热用户构建;The electric heating model construction unit is used to construct the electric heating model, the electric heating model includes several electric heating sub-models, and the electric heating sub-model is constructed based on each electric heating user; 所述煤供热模型构建单元配置有煤供热子模型构建策略,所述煤供热子模型构建策略包括:将煤供热用户基于煤供热用户的室内面积进行分类,将煤供热用户的室内面积小于第一面积的煤供热用户划分为第一级煤供热用户,然后每增加第一阈值面积进行一次等级的划分;The coal heating model construction unit is configured with a coal heating sub-model construction strategy, and the coal heating sub-model construction strategy includes: classifying the coal heating users based on the indoor area of the coal heating users, classifying the coal heating users The coal heating users whose indoor area is smaller than the first area are classified as the first-level coal heating users, and then each time the first threshold area is increased, the class division is carried out; 对每一等级内的煤供热用户进行煤供热效率和煤供热安全性的计算,将煤供热用户的煤炭使用总量、煤供热量、煤供热输出温度以及煤供热用户室内的温度带入煤供热效率公式中求得煤实际消耗值;Calculate coal heating efficiency and coal heating safety for coal heating users in each level, and calculate coal heating users' total coal consumption, coal heat supply, coal heating output temperature, and coal heating user Bring the indoor temperature into the coal heating efficiency formula to obtain the actual coal consumption value; 将煤供热用户的煤供热管路的距离、煤供热用户的室内面积、煤供热管路数量以及煤供热用户的设备故障频率带入煤供热安全性公式中求得煤供热风险值;The distance of the coal heating pipeline of the coal heating user, the indoor area of the coal heating user, the number of coal heating pipelines and the equipment failure frequency of the coal heating user are brought into the coal heating safety formula to obtain the coal heating safety formula. thermal risk value; 所述煤供热效率公式配置为:
Figure FDA0003989696880000021
其中,Pmsx为煤实际消耗值,Msz为煤炭使用总量,Mgr为煤供热量,M1为煤炭使用量与煤供热量的转化系数,Tmsc为煤供热输出温度,Tmsr为煤供热用户室内的温度,a1为煤炭消耗系数,a2为煤供热温度转换系数,且M1、a1和a2均大于零;
The coal heating efficiency formula is configured as:
Figure FDA0003989696880000021
Among them, Pmsx is the actual coal consumption value, Msz is the total coal consumption, Mgr is the heat supplied by coal, M1 is the conversion coefficient between coal consumption and coal heat supply, Tmsc is the output temperature of coal heat supply, and Tmsr is the coal heat supply The temperature in the user's room, a1 is the coal consumption coefficient, a2 is the coal heating temperature conversion coefficient, and M1, a1 and a2 are all greater than zero;
所述煤供热安全性公式配置为:
Figure FDA0003989696880000031
其中,Pmfx为煤供热风险值,Jmgr为煤供热管路的距离,Bmgl为煤供热管路数量,Smm为煤供热用户的室内面积,Pmg为煤供热用户的设备故障频率,b1为煤供热参数转换系数,b2为煤供热故障转换系数,且b1和b2均大于零。
The coal heating safety formula is configured as:
Figure FDA0003989696880000031
Among them, Pmfx is the risk value of coal heating, Jmgr is the distance of coal heating pipelines, Bmgl is the number of coal heating pipelines, Smm is the indoor area of coal heating users, Pmg is the equipment failure frequency of coal heating users, b1 is the conversion coefficient of coal heating parameters, b2 is the conversion coefficient of coal heating failure, and both b1 and b2 are greater than zero.
2.根据权利要求1所述的一种基于云服务的煤改电供热管理监控系统,其特征在于,所述电供热模型构建单元配置有电供热子模型构建策略,所述电供热子模型构建策略包括:将电供热用户基于电供热用户的室内面积进行分类,将电供热用户的室内面积小于第一面积的电供热用户划分为第一级电供热用户,然后每增加第一阈值面积进行一次等级的划分;2. A cloud-based coal-to-electricity heat supply management and monitoring system according to claim 1, wherein the electric heat supply model building unit is configured with an electric heat supply sub-model construction strategy, and the electric heat supply model The thermal sub-model construction strategy includes: classifying the electric heating users based on the indoor area of the electric heating users, dividing the electric heating users whose indoor area is smaller than the first area into the first-level electric heating users, Then every time the first threshold area is increased, the division of grades is carried out; 对每一等级内的电供热用户进行电供热效率和电供热安全性的计算,将电供热用户的用电量、电供热设备的输出温度以及电供热用户室内的温度带入电供热效率公式中求得电实际消耗值;Calculation of electric heating efficiency and electric heating safety for electric heating users in each level, the power consumption of electric heating users, output temperature of electric heating equipment and indoor temperature band of electric heating users The actual consumption value of electricity can be obtained from the formula of heating efficiency of input electricity; 将电供热用户的电供热管路的距离、电供热用户的室内面积、电供热管路数量以及电供热用户的设备故障频率带入电供热安全性公式中求得电供热风险值。The distance of the electric heating pipeline of the electric heating user, the indoor area of the electric heating user, the number of the electric heating pipeline and the equipment failure frequency of the electric heating user are brought into the electric heating safety formula to obtain the electric heating safety formula. Thermal Risk Value. 3.根据权利要求2所述的一种基于云服务的煤改电供热管理监控系统,其特征在于,所述电供热效率公式配置为:
Figure FDA0003989696880000032
其中,Pdsx为电实际消耗值,Lyd为用电量,Tdsc为电供热设备的输出温度,Tdsr为电供热用户室内的温度,a3为用电消耗系数,a4为电供热温度转换系数,且a3和a4均大于零;
3. A cloud service-based coal-to-electricity heat supply management and monitoring system according to claim 2, wherein the electric heat supply efficiency formula is configured as:
Figure FDA0003989696880000032
Among them, Pdsx is the actual consumption value of electricity, Lyd is the electricity consumption, Tdsc is the output temperature of the electric heating equipment, Tdsr is the indoor temperature of the electric heating user, a3 is the power consumption coefficient, and a4 is the electric heating temperature conversion coefficient , and both a3 and a4 are greater than zero;
所述电供热安全性公式配置为:
Figure FDA0003989696880000033
其中,Pdfx为电供热风险值,Jdgr为电供热管路的距离,Bdgl为电供热管路数量,Sdm为电供热用户的室内面积,Pdg为电供热用户的设备故障频率,b3为电供热参数转换系数,b4为电供热故障转换系数,且b3和b4均大于零。
The electric heating safety formula is configured as:
Figure FDA0003989696880000033
Among them, Pdfx is the risk value of electric heating, Jdgr is the distance of electric heating pipelines, Bdgl is the number of electric heating pipelines, Sdm is the indoor area of electric heating users, Pdg is the equipment failure frequency of electric heating users, b3 is the conversion coefficient of electric heating parameters, b4 is the conversion coefficient of electric heating failure, and both b3 and b4 are greater than zero.
4.根据权利要求3所述的一种基于云服务的煤改电供热管理监控系统,其特征在于,所述云服务器内部还配置有比对模块,所述比对模块配置有比对策略,所述比对策略包括:从第一级煤供热用户至第i级煤供热用户中分别随机选取n组煤供热子模型的煤实际消耗值和煤供热风险值的数据;4. A cloud service-based coal-to-electricity heat supply management and monitoring system according to claim 3, wherein a comparison module is also configured inside the cloud server, and the comparison module is configured with a comparison strategy , the comparison strategy includes: randomly selecting the coal actual consumption value and coal heating risk value data of n groups of coal heating sub-models from the first coal heating user to the i-th coal heating user; 将选取的若干组煤实际消耗值进行相加后得到煤供热抽样消耗总值,将选取的若干组煤供热风险值进行相加后得到煤供热抽样风险总值;The total value of coal heating sampling consumption is obtained by adding the actual consumption values of several selected groups of coal, and the total value of coal heating sampling risk is obtained by adding the selected groups of coal heating risk values; 将煤供热抽样消耗总值带入第一消耗比对公式中求得第一消耗比对值;将煤供热抽样风险总值带入第一风险比对公式中求得第一风险比对值;Bring the total value of coal heating sampling consumption into the first consumption comparison formula to obtain the first consumption comparison value; bring the total value of coal heating sampling risk into the first risk comparison formula to obtain the first risk comparison value; 从第一级电供热用户至第i级电供热用户中分别随机选取n组电供热子模型的电实际消耗值和电供热风险值的数据;Randomly select the data of the actual electricity consumption value and the electric heating risk value of n groups of electric heating sub-models from the first-level electric heating user to the i-th electric heating user; 将选取的若干组电实际消耗值进行相加后得到电供热抽样消耗总值,将选取的若干组电供热风险值进行相加后得到电供热抽样风险总值;Add the selected groups of actual consumption values of electricity to obtain the total value of electric heating sampling consumption, and add the selected groups of electric heating risk values to obtain the total value of electric heating sampling risk; 将电供热抽样消耗总值带入第二消耗比对公式中求得第二消耗比对值;将电供热抽样风险总值带入第二风险比对公式中求得第二风险比对值;Bring the total value of electric heating sampling consumption into the second consumption comparison formula to obtain the second consumption comparison value; bring the total value of electric heating sampling risk into the second risk comparison formula to obtain the second risk comparison value; 将第一消耗比对值、第二消耗比对值、第一风险比对值以及第二风险比对值通过智能网关发送至用户终端。The first consumption comparison value, the second consumption comparison value, the first risk comparison value and the second risk comparison value are sent to the user terminal through the intelligent gateway. 5.根据权利要求4所述的一种基于云服务的煤改电供热管理监控系统,其特征在于,所述第一消耗比对公式配置为:Pxh1=Zmxh×c1;所述第一风险比对公式配置为:Pfx1=Zmfx×d1;所述第二消耗比对公式配置为:5. A cloud-based coal-to-electricity heating management and monitoring system according to claim 4, characterized in that the first consumption comparison formula is configured as: Pxh1=Zmxh×c1; the first risk The comparison formula is configured as: Pfx1=Zmfx×d1; the second consumption comparison formula is configured as: Pxh2=Zdxh×c2;所述第二风险比对公式配置为:Pfx2=Zdfx×d2;其中,Pxh1为第一消耗比对值,Zmxh为煤供热抽样消耗总值,c1为煤供热消耗总值比对系数,Pfx1为第一消耗比对值,Zmfx为煤供热抽样风险总值,d1为煤供热风险总值比对系数,Pxh2为第二消耗比对值,Zdxh为电供热抽样消耗总值,c2为电供热消耗总值比对系数,Pfx2为第二消耗比对值,Zdfx为电供热抽样风险总值,d2为电供热风险总值比对系数,且c1、c2、d1和d2分别大于零。Pxh2=Zdxh×c2; the configuration of the second risk comparison formula is: Pfx2=Zdfx×d2; wherein, Pxh1 is the first consumption comparison value, Zmxh is the total value of coal heating sampling consumption, and c1 is coal heating consumption Total value comparison coefficient, Pfx1 is the first consumption comparison value, Zmfx is the total value of coal heating sampling risk, d1 is the total value comparison coefficient of coal heating risk, Pxh2 is the second consumption comparison value, Zdxh is the electricity supply The total value of heat sampling consumption, c2 is the comparison coefficient of the total value of electric heating consumption, Pfx2 is the second consumption comparison value, Zdfx is the total value of electric heating sampling risk, d2 is the comparison coefficient of the total value of electric heating risk, and c1, c2, d1, and d2 are each greater than zero.
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