CN203950425U - A kind of heating boiler remote supervision system based on GSM/GPRS network - Google Patents

A kind of heating boiler remote supervision system based on GSM/GPRS network Download PDF

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CN203950425U
CN203950425U CN201420323742.3U CN201420323742U CN203950425U CN 203950425 U CN203950425 U CN 203950425U CN 201420323742 U CN201420323742 U CN 201420323742U CN 203950425 U CN203950425 U CN 203950425U
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sim900a
gprs
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孙卫红
童晓
凤迎迎
黎建军
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China Jiliang University
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Abstract

本实用新型涉及了一种基于GSM/GPRS网络的供暖锅炉远程监测系统,安装在多个锅炉上的锅炉运行数据检测采集设备将采集的数据通过Arduino开发板处理及GSM/GPRS模块SIM900A通过GSM/GPRS网络发送到供暖锅炉远程监测诊断中心,远程监测诊断中心由SIM900A接收和发送现场数据,遇紧急情况实现报警并及时通知负责人处理,PC上位机将数据保存入库并建立监测平台实现统一管理功能,以使得远程监测诊断中心可以实时获取并查看各个锅炉设备的运行状况,提高了反应能力,利用GSM/GPRS网络实现供暖锅炉远程监测极大地便利了数据实时采集、运行管理工作等,解决了目前锅炉行业的远程监测问题,满足了能在最短的时间内解决问题,恢复供暖,实现了城市供暖的信息化、现代化。

The utility model relates to a remote monitoring system for heating boilers based on the GSM/GPRS network. The boiler operation data detection and acquisition equipment installed on multiple boilers processes the collected data through the Arduino development board and the GSM/GPRS module SIM900A through the GSM/GPRS The GPRS network sends to the remote monitoring and diagnosis center of heating boilers. The remote monitoring and diagnosis center receives and sends field data by SIM900A. In case of emergency, it will alarm and notify the person in charge to deal with it in time. The PC host computer will save the data into the warehouse and establish a monitoring platform to realize unified management. function, so that the remote monitoring and diagnosis center can obtain and check the operation status of each boiler equipment in real time, which improves the response ability, and realizes the remote monitoring of heating boilers by using the GSM/GPRS network, which greatly facilitates real-time data collection, operation management, etc., and solves the problem of At present, the remote monitoring problem in the boiler industry can solve the problem in the shortest time, restore heating, and realize the informatization and modernization of urban heating.

Description

一种基于GSM/GPRS网络的供暖锅炉远程监测系统A Remote Monitoring System of Heating Boiler Based on GSM/GPRS Network

技术领域technical field

本实用新型涉及一种供暖锅炉监测系统,尤其涉及一种基于GSM/GPRS网络的供暖锅炉远程监测系统。The utility model relates to a heating boiler monitoring system, in particular to a heating boiler remote monitoring system based on GSM/GPRS network.

背景技术Background technique

随着各供暖企业规模的不断扩大以及运行维护工作量日益增大,应用到供暖行业的监测技术或监控系统十分广泛,远程对供暖锅炉设备的运行状态进行实时监测及对运行数据分析处理的技术也日益普及。锅炉系统是各大中小城市生活与生产必不可少的组成部分,锅炉行业也是是现代工业领域内的一大不可缺的部分,其安全有效地运行和管理直接关系到人民的生命财产安全。With the continuous expansion of the scale of heating enterprises and the increasing workload of operation and maintenance, the monitoring technology or monitoring system applied to the heating industry is very extensive, and the technology of remote real-time monitoring of the operating status of heating boiler equipment and analysis and processing of operating data also increasingly popular. The boiler system is an indispensable part of life and production in various cities, and the boiler industry is also an indispensable part of the modern industrial field. Its safe and effective operation and management are directly related to the safety of people's lives and property.

那么对供暖锅炉系统运行状态进行监测必然尤为重要,但是在实际监测中,虽然传统的通信技术可以达到远程监测的目的,但是灵活性不够,无法实现远程监测中心与各锅炉终端设备进行很好的通信,并且在现有的监测系统在发生紧急事故时的实时反应能力较差,使得工作人员无法实时得到锅炉远端的运行状态,存在监测延时。Then it is very important to monitor the operating status of the heating boiler system. However, in actual monitoring, although the traditional communication technology can achieve the purpose of remote monitoring, it is not flexible enough to achieve a good communication between the remote monitoring center and the boiler terminal equipment. Communication, and the real-time response ability of the existing monitoring system is poor in the event of an emergency, so that the staff cannot obtain the operating status of the remote end of the boiler in real time, and there is a monitoring delay.

发明内容Contents of the invention

本实用新型的目的在于,提供一种设计合理、功能齐全、便于实施且可有效解决远程监测的实时反应能力差,保证工作人员可以很好的监测供暖锅炉的实时运行状态的基于GSM/GPRS网络的供暖锅炉远程监测系统。The purpose of this utility model is to provide a GSM/GPRS network-based system that is reasonable in design, complete in function, easy to implement, and can effectively solve the poor real-time response ability of remote monitoring and ensure that the staff can monitor the real-time operating status of the heating boiler. remote monitoring system for heating boilers.

1、本实用新型提供的一种基于GSM/GPRS网络的供暖锅炉远程监测系统,包括锅炉运行数据检测采集设备、数据处理及发送模块和供暖锅炉远程监测诊断中心,其特征在于:安装在多个锅炉上的锅炉运行数据检测采集设备将采集到的运行数据由数据处理及发送模块通过GSM/GPRS网络发送到供暖锅炉远程监测诊断中心;所述的数据处理及发送模块由作为数据及命令处理芯片的Arduino开发板和作为现场数据接收发送设备的GSM/GPRS模块SIM900A构成;所述的供暖锅炉远程监测诊断中心由作为数据发送接收设备的GSM/GPRS模块SIM900A和PC上位机构成。1. A GSM/GPRS network-based remote monitoring system for heating boilers provided by the utility model includes boiler operation data detection and acquisition equipment, data processing and sending modules, and a remote monitoring and diagnosis center for heating boilers. It is characterized in that it is installed in multiple The boiler operation data detection and acquisition equipment on the boiler sends the collected operation data to the heating boiler remote monitoring and diagnosis center through the GSM/GPRS network by the data processing and transmission module; the data processing and transmission module is used as a data and command processing chip The Arduino development board and the GSM/GPRS module SIM900A as the on-site data receiving and sending equipment are composed; the heating boiler remote monitoring and diagnosis center is composed of the GSM/GPRS module SIM900A as the data sending and receiving equipment and the PC host computer.

进一步地,所述的锅炉运行数据检测采集设备由温度变送器、压力变送器、流量计、氧量计及各种检测传感器构成;所述的数据处理及发送模块由Arduino开发板和GSM/GPRS模块构成;分别安装在各个锅炉系统的相应检测位置上的温度变送器、压力变送器、流量计、氧量计及各种检测传感器将采集到的数据通过RS485总线与扩展芯片的输入端相连接,扩展芯片的输出端与Arduino开发板的I/O接口相连接,Arduino开发板对数据进行处理并与做为数据接收发送设备的GSM/GPRS模块通过I/O接口连接进行发送。Further, the boiler operation data detection and acquisition equipment is composed of temperature transmitter, pressure transmitter, flow meter, oxygen meter and various detection sensors; the data processing and sending module is composed of Arduino development board and GSM /GPRS module structure; temperature transmitters, pressure transmitters, flowmeters, oxygen meters and various detection sensors installed on the corresponding detection positions of each boiler system will collect the data through the RS485 bus and the expansion chip. The input terminal is connected, and the output terminal of the expansion chip is connected to the I/O interface of the Arduino development board. The Arduino development board processes the data and sends it to the GSM/GPRS module as the data receiving and sending device through the I/O interface connection. .

进一步地,所述的温度变送器、压力变送器、流量计、氧量计及各种检测传感器,根据行业要求选取。Further, the temperature transmitter, pressure transmitter, flow meter, oxygen meter and various detection sensors are selected according to industry requirements.

进一步地,所述的Arduino开发板采用Arduino MEGA2560,使用arduino ide1.0.5开发工具。Further, the Arduino development board adopts Arduino MEGA2560 and uses arduino ide1.0.5 development tool.

进一步地,所述的作为数据接收发送设备的GSM/GPRS模块采用SIM900A,且SIM900A与Arduino开发板连接需外接一个提供电压在3.5-4.5V范围之内的电源使之正常工作。SIM900A工作状态有两个:一是使用GSM网络以SMS方式接收和发送数据,二是通过GPRS网络以数据流量上网的形式将数据实时打包发送至远端接收。Further, the GSM/GPRS module used as data receiving and sending equipment adopts SIM900A, and the connection between SIM900A and Arduino development board requires an external power supply providing a voltage within the range of 3.5-4.5V to make it work normally. There are two working states of SIM900A: one is to use GSM network to receive and send data by SMS, and the other is to pack and send data to the remote end in real time through GPRS network in the form of data flow online.

进一步地,所述的PC上位机建立锅炉监测平台及数据库。Further, the PC host computer establishes a boiler monitoring platform and a database.

本实用新型的有益效果在于:The beneficial effects of the utility model are:

本实用新型采用锅炉运行数据检测采集设备进行供暖锅炉工业现场的各个运行数据实时采集并通过Arduino开发板对数据进行处理,远程监测诊断中心通过GSM/GPRS模块SIM900A接收和发送现场的数据,PC上位机将接收到的数据保存至数据库并显示在系统界面上,以使得远程监测诊断中心可以实时获取并查看各个锅炉设备的运行状况,根据设置的报警程序若超出预设阈值则实施报警,并及时给一名或多名指定负责人发送短信告知当前数据值及“Alarm!”,提高了反应能力,此外,利用GSM/GPRS网络实现供暖锅炉远程监测将极大地便利了数据实时采集、运行管理工作等,在PC机上建立监测平台及数据库实现对各个锅炉系统监测点的信息读取显示和分析、运行图表、统计报表、历史查询、报警提示以及整理入库等功能,同时在监测中心主机上的数据管理平台上进行安全权限设置及参数设置实现对各个部门的数据进行同步和统一管理功能,解决了目前锅炉行业的远程监测问题,满足了能在最短的时间内解决问题,恢复供暖,提高了整体的服务水平,从而实现了城市供暖的信息化、现代化。The utility model adopts boiler operation data detection and acquisition equipment to collect various operation data of the heating boiler industrial site in real time and process the data through the Arduino development board. The remote monitoring and diagnosis center receives and sends the field data through the GSM/GPRS module SIM900A, and the PC host The machine saves the received data to the database and displays it on the system interface, so that the remote monitoring and diagnosis center can obtain and view the operating status of each boiler equipment in real time, and implement an alarm if it exceeds the preset threshold according to the set alarm program. Send a text message to one or more designated responsible persons to inform the current data value and "Alarm!", which improves the response ability. In addition, using the GSM/GPRS network to realize remote monitoring of heating boilers will greatly facilitate real-time data collection and operation management. etc., establish a monitoring platform and database on the PC to realize the functions of reading, displaying and analyzing the information of each monitoring point of the boiler system, operating charts, statistical reports, historical queries, alarm reminders, and sorting and storage. The security permission setting and parameter setting on the data management platform realize the synchronization and unified management of the data of various departments, which solves the current remote monitoring problem in the boiler industry, satisfies the ability to solve the problem in the shortest time, restores heating, and improves The overall service level has been improved, thereby realizing the informatization and modernization of urban heating.

附图说明Description of drawings

图1为本实用新型实施例的供暖锅炉远程监测系统结构示意图;Fig. 1 is a schematic structural diagram of a remote monitoring system for heating boilers according to an embodiment of the present invention;

图2为图1中具体的结构示意图。FIG. 2 is a schematic diagram of the specific structure in FIG. 1 .

具体实施方式Detailed ways

下面结合附图对本实用新型的具体实施进行详细说明。The specific implementation of the utility model will be described in detail below in conjunction with the accompanying drawings.

如图1所示,一种基于GSM/GPRS网络的供暖锅炉远程监测系统,包括锅炉运行数据检测采集设备、数据处理及发送模块和供暖锅炉远程监测诊断中心。安装在多个锅炉上的锅炉运行数据检测采集设备将采集到的运行数据由数据处理和发送模块通过GSM/GPRS网络发送到供暖锅炉远程监测诊断中心。因此,锅炉运行状态的各个检测设备及传感器可以将检测到的锅炉各个运行状态数据通过GSM/GPRS网络传送给供暖锅炉远程监测诊断中心,供暖锅炉远程监测诊断中心的PC机进行数据存储和处理分析。As shown in Figure 1, a GSM/GPRS network-based remote monitoring system for heating boilers includes boiler operation data detection and acquisition equipment, data processing and sending modules, and a remote monitoring and diagnosis center for heating boilers. The boiler operation data detection and collection equipment installed on multiple boilers sends the collected operation data to the heating boiler remote monitoring and diagnosis center through the data processing and sending module through the GSM/GPRS network. Therefore, each detection equipment and sensor of the boiler operating status can transmit the detected boiler operating status data to the heating boiler remote monitoring and diagnosis center through the GSM/GPRS network, and the PC in the heating boiler remote monitoring and diagnosis center performs data storage and processing analysis .

如图2所示,锅炉运行数据检测采集设备由温度变送器、压力变送器、流量计、氧量计及各种检测传感器构成;其中,温度变送器主要用于锅炉出水(汽)、回水(汽)及锅炉烟气的温度检测,压力变送器主要检测炉膛负压,流量计用于进出水(汽)流量检测,氧量计用来检测锅炉烟气的氧量,将温度变送器、压力变送器、流量计、氧量计及各种检测传感器分别安装在各个锅炉系统的相应检测位置上,因此,各传感器可以实时在线地监测锅炉系统各个运行数据,检测到的数据通过RS485总线与扩展芯片的输入端相连接,扩展芯片的输出端与Arduino开发板的I/O接口相连接,Arduino开发板对数据进行处理并与作为数据接收发送设备的GSM/GPRS模块通过I/O接口连接进行发送。As shown in Figure 2, the boiler operation data detection and acquisition equipment is composed of temperature transmitter, pressure transmitter, flow meter, oxygen meter and various detection sensors; among them, the temperature transmitter is mainly used for boiler outlet water (steam) , return water (steam) and boiler flue gas temperature detection, the pressure transmitter mainly detects the negative pressure of the furnace, the flow meter is used to detect the water (steam) flow in and out, and the oxygen meter is used to detect the oxygen content of the boiler flue gas. Temperature transmitters, pressure transmitters, flow meters, oxygen meters and various detection sensors are respectively installed on the corresponding detection positions of each boiler system. Therefore, each sensor can monitor the various operating data of the boiler system online in real time and detect The data is connected to the input terminal of the expansion chip through the RS485 bus, and the output terminal of the expansion chip is connected to the I/O interface of the Arduino development board. The Arduino development board processes the data and communicates with the GSM/GPRS module as the data receiving and sending device. Send via I/O interface connection.

温度变送器、压力变送器、流量计、氧量计及各种检测传感器,根据行业要求选取。Temperature transmitters, pressure transmitters, flow meters, oxygen meters and various detection sensors are selected according to industry requirements.

Arduino开发板采用Arduino MEGA2560,使用arduino ide1.0.5开发工具。The Arduino development board adopts Arduino MEGA2560 and uses arduino ide1.0.5 development tools.

作为数据接收发送设备的GSM/GPRS模块采用SIM900A,且SIM900A与Arduino开发板连接需外接一个提供电压在3.5-4.5V范围之内的电源使之正常工作。SIM900A工作状态有两个:一是使用GSM网络以SMS方式接收和发送数据,二是通过GPRS网络以数据流量上网的形式将数据实时打包发送至远端接收。The GSM/GPRS module used as a data receiving and sending device uses SIM900A, and the connection between SIM900A and the Arduino development board requires an external power supply that provides a voltage within the range of 3.5-4.5V to make it work normally. There are two working states of SIM900A: one is to use GSM network to receive and send data by SMS, and the other is to pack and send data to the remote end in real time through GPRS network in the form of data flow online.

供暖锅炉远程监测诊断中心由做为数据发送接收模块的GSM/GPRS模块和PC上位机构成。The remote monitoring and diagnosis center of the heating boiler is composed of the GSM/GPRS module as the data sending and receiving module and the PC host computer.

本实施例中,采用温度变送器、压力变送器、流量计、氧量计及各种检测传感器这些锅炉运行数据检测采集设备进行供暖锅炉工业现场的各个运行数据实时采集并通过Arduino开发板对数据进行处理,根据预设条件实现现场报警并命令现场的GSM/GPRS模块SIM900A发送报警指示至远端,远端的供暖锅炉远程监测诊断中心的SIM900A提取短信内容发给PC上位机显示同时以短信形式通知负责人。In this embodiment, temperature transmitters, pressure transmitters, flow meters, oxygen meters and various detection sensors are used to detect and collect boiler operation data to collect various operation data of the heating boiler industrial site in real time and through the Arduino development board Process the data, realize the on-site alarm according to the preset conditions and order the on-site GSM/GPRS module SIM900A to send an alarm indication to the remote end, and the SIM900A in the remote heating boiler remote monitoring and diagnosis center extracts the content of the short message and sends it to the PC host computer for display at the same time. Notify the person in charge by text message.

本实施例中,一方面,远程监测诊断中心的PC上位机根据程序设定定时地或以人工方式由远程监测诊断中心的GSM/GPRS模块SIM900A通过SMS方式发送相应命令给现场的GSM/GPRS模块SIM900A,现场通过读取短信,提取短信内容然后发布命令,读取命令需要的对应运行状态数据,发送数据给PC上位机,PC上位机将接收到的数据保存并显示在系统界面上,根据系统设置的阈值,由判断条件做出动作,如果超出预设阈值则实施报警,并给一名或多名指定负责人发送短信告知当前数据值及“Alarm!”;另一方面,远程监测诊断中心的PC上位机根据程序设定定时地接收现场的GSM/GPRS模块SIM900A以数据流量的方式通过GPRS网络定时打包发送实时数据,保存至数据库作为后期查询及研究比较的依据,并显示在系统界面上。In this embodiment, on the one hand, the PC host computer of the remote monitoring and diagnosis center sends corresponding commands to the on-site GSM/GPRS module by SMS from the GSM/GPRS module SIM900A of the remote monitoring and diagnosis center regularly or manually according to the program setting SIM900A, read the short message on site, extract the content of the short message and then issue a command, read the corresponding operating status data required by the command, and send the data to the PC host computer, and the PC host computer will save the received data and display it on the system interface, according to the system The set threshold value is determined by the judgment condition. If it exceeds the preset threshold value, an alarm will be implemented, and a text message will be sent to one or more designated responsible persons to inform the current data value and "Alarm!"; on the other hand, the remote monitoring and diagnosis center The PC host computer regularly receives the on-site GSM/GPRS module SIM900A according to the program setting and sends real-time data through the GPRS network in the form of data flow, and saves it to the database as a basis for later query and research comparison, and displays it on the system interface .

在实施例中,利用GSM/GPRS网络实现供暖锅炉远程监测将极大地便利了数据实时采集、运行管理工作等,在PC机上建立锅炉监测平台及数据库实现对各个锅炉系统监测点的信息读取显示和分析、运行图表、统计报表、历史查询、报警提示及整理入库等功能,同时在监测中心主机上的数据管理平台上进行安全权限设置以及参数设置实现对各个部门的数据进行同步和统一管理功能。In the embodiment, utilizing the GSM/GPRS network to realize the remote monitoring of the heating boiler will greatly facilitate the real-time data collection, operation management, etc., and the boiler monitoring platform and database are established on the PC to realize the information reading and display of the monitoring points of each boiler system And analysis, operation chart, statistical report, historical query, alarm reminder, sorting and warehousing and other functions, and at the same time set the security authority and parameter setting on the data management platform on the monitoring center host to realize the synchronization and unified management of the data of each department Function.

SMS(Short Message Service)即短消息服务业务,作为GSM网络的一种基本业务,是移动通讯系统提供给用户的一种数字业务,是一种双向通信,具有一定的交互能力,并且可靠性较高。SMS这种永远在线、无需拨号、价格较便宜且覆盖范围广等特点非常适合用于无线远程监测系统。SMS (Short Message Service) is the short message service business, as a basic business of the GSM network, it is a digital service provided by the mobile communication system to users, and it is a two-way communication with certain interactive capabilities and high reliability. high. The characteristics of SMS, such as always-on, no dial-up, cheaper price and wide coverage, are very suitable for wireless remote monitoring systems.

Claims (5)

1. the heating boiler remote supervision system based on GSM/GPRS network, comprise boiler operatiopn Data Detection collecting device, data processing and sending module and heating boiler remote monitoring and diagnosis center, it is characterized in that: the boiler operatiopn Data Detection collecting device being arranged on multiple boilers sends to heating boiler remote monitoring and diagnosis center by data processing and sending module by GSM/GPRS network by the service data collecting; Described data processing and sending module form by the Arduino development board as data and command process chip with as the GSM/GPRS module SIM900A of field data reception transmitting apparatus; Described heating boiler remote monitoring and diagnosis center is made up of the GSM/GPRS module SIM900A as data sending and receiving devices and PC host computer.
2. the heating boiler remote supervision system based on GSM/GPRS network according to claim 1, is characterized in that: described boiler operatiopn Data Detection collecting device is taken into account various detecting sensors by temperature transmitter, pressure unit, flowmeter, oxygen amount and formed; Temperature transmitter, pressure unit, flowmeter, the oxygen amount on the corresponding detection position of each steam generator system of being arranged on respectively taken into account various detecting sensors the data that collect is connected with the input end of extended chip by RS485 bus, the output terminal of extended chip is connected with the I/O interface of Arduino development board, and Arduino development board is processed data and is connected and sent by I/O interface with the GSM/GPRS module SIM900A as data receiver transmitting apparatus.
3. the heating boiler remote supervision system based on GSM/GPRS network according to claim 2, it is characterized in that: adopt temperature transmitter, pressure unit, flowmeter, oxygen amount is taken into account these boiler operatiopn Data Detection collecting devices of various detecting sensors and is carried out each service data Real-time Collection of heating boiler industry spot and by Arduino development board, data processed, realize onsite alarming and order on-the-spot GSM/GPRS module SIM900A to send warning and indicate to far-end according to pre-conditioned, the SIM900A extraction short message content at the heating boiler remote monitoring and diagnosis center of far-end is issued the demonstration of PC host computer and is notified responsible official with note form simultaneously.
4. according to claim 1 or the heating boiler remote supervision system based on GSM/GPRS network claimed in claim 3, it is characterized in that: on the one hand, the PC host computer at remote monitoring and diagnosis center periodically or with manual type sends the corresponding command to on-the-spot GSM/GPRS module SIM900A by the GSM/GPRS module SIM900A at remote monitoring and diagnosis center by SMS mode according to program setting, short message reading is passed through at scene, extract then issue an order of short message content, the corresponding running state data that reading order needs, send data to PC host computer, PC host computer is preserved the data that receive be presented on system interface, the threshold value arranging according to system, make action by Rule of judgment, if exceed predetermined threshold value, implement to report to the police, ", on the other hand, the PC host computer at remote monitoring and diagnosis center periodically receives on-the-spot GSM/GPRS module SIM900A according to program setting and is packed and sent the real time data of Arduino development board acquisition process by GPRS network timing in the mode of data traffic, be saved to database as later stage inquiry and research foundation relatively, and be presented on system interface.
5. the heating boiler remote supervision system based on GSM/GPRS network according to claim 1, is characterized in that: described Arduino development board adopts Arduino MEGA 2560, uses arduino ide 1.0.5 developing instrument; The described GSM/GPRS module as data receiver transmitting apparatus is SIM900A, and SIM900A be connected with Arduino development board need external one provide the power supply of voltage within 3.5-4.5V scope to make it normal work.
CN201420323742.3U 2014-06-13 2014-06-13 A kind of heating boiler remote supervision system based on GSM/GPRS network Expired - Fee Related CN203950425U (en)

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Cited By (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN104570867A (en) * 2014-12-26 2015-04-29 广东美的厨房电器制造有限公司 Abnormity diagnosis method, abnormity diagnosis system, server, household electrical appliance and environment sensor
CN106327824A (en) * 2016-08-06 2017-01-11 吴鹏 Pressure prompting method and system of boiler
CN106338956A (en) * 2016-11-08 2017-01-18 天津光电安辰信息技术股份有限公司 Intelligent control system of combustion gas heating boiler and realization method of system
CN112345598A (en) * 2020-10-23 2021-02-09 中国电力科学研究院有限公司 Micro-nano sensing equipment for detecting fault gas of power transmission and transformation equipment

Cited By (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN104570867A (en) * 2014-12-26 2015-04-29 广东美的厨房电器制造有限公司 Abnormity diagnosis method, abnormity diagnosis system, server, household electrical appliance and environment sensor
CN106327824A (en) * 2016-08-06 2017-01-11 吴鹏 Pressure prompting method and system of boiler
CN106338956A (en) * 2016-11-08 2017-01-18 天津光电安辰信息技术股份有限公司 Intelligent control system of combustion gas heating boiler and realization method of system
CN112345598A (en) * 2020-10-23 2021-02-09 中国电力科学研究院有限公司 Micro-nano sensing equipment for detecting fault gas of power transmission and transformation equipment

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