CN111486915B - Gas flow decomposition monitoring intelligent gas meter and gas flow decomposition monitoring method - Google Patents
Gas flow decomposition monitoring intelligent gas meter and gas flow decomposition monitoring method Download PDFInfo
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- CN111486915B CN111486915B CN202010304494.8A CN202010304494A CN111486915B CN 111486915 B CN111486915 B CN 111486915B CN 202010304494 A CN202010304494 A CN 202010304494A CN 111486915 B CN111486915 B CN 111486915B
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- G—PHYSICS
- G01—MEASURING; TESTING
- G01F—MEASURING VOLUME, VOLUME FLOW, MASS FLOW OR LIQUID LEVEL; METERING BY VOLUME
- G01F15/00—Details of, or accessories for, apparatus of groups G01F1/00 - G01F13/00 insofar as such details or appliances are not adapted to particular types of such apparatus
- G01F15/06—Indicating or recording devices
- G01F15/068—Indicating or recording devices with electrical means
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N3/00—Computing arrangements based on biological models
- G06N3/02—Neural networks
- G06N3/04—Architecture, e.g. interconnection topology
- G06N3/045—Combinations of networks
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N3/00—Computing arrangements based on biological models
- G06N3/02—Neural networks
- G06N3/08—Learning methods
Abstract
The application relates to a gas flow decomposition monitoring intelligent gas meter and a gas flow decomposition monitoring method, which belong to the technical field of monitoring, and the gas flow decomposition monitoring intelligent gas meter comprises: the gas quantity decomposition module is in communication connection with the data center module; the gas quantity decomposition module is used for decomposing the total gas quantity based on equipment by using a pre-trained gas quantity decomposition model; sending the decomposition result to a data center module; the gas quantity decomposition model is obtained by training sequence data corresponding to the total quantity of the sample gas and the sample gas consumption of each device; the data center module is used for acquiring a decomposition result generated by the gas quantity decomposition module; sending the decomposition result to a display module for display; the problem that the existing gas meter cannot display the specific gas consumption condition of each device can be solved; because can realize decomposing and monitoring the gas total amount, can improve the monitoring effect of gas table to the user knows the equipment use gas condition at home, rationally uses the gas.
Description
Technical Field
The application relates to an intelligent gas meter and a gas quantity decomposition monitoring method for gas quantity decomposition monitoring, and belongs to the technical field of monitoring.
Background
Along with the continuous progress and development of science and technology, intelligent gas meters are continuously popularized. The existing intelligent gas meter mainly has the functions of recording the gas condition of a user and the gas purchasing condition, displaying and storing the pre-purchased gas quantity and the residual gas quantity, prompting the insufficient quantity and the undervoltage and the like. Some of the devices have a remote meter reading function, that is, data of a user is sent to a receiving end through a wireless module of a gas meter, and the receiving end can be a gas company, or a route which has a wireless data receiving function and can be connected to the gas company, or a mobile terminal, and is carried by a meter reader and receives data near the gas meter.
However, the existing intelligent gas meter does not have the functions of gas quantity decomposition and flow monitoring. For gas users, the specific gas usage of each device cannot be known.
Disclosure of Invention
The application provides an intelligent gas meter and a gas decomposition monitoring method for gas decomposition monitoring, which can solve the problem that the existing gas meter cannot display the specific gas using condition of each device. The application provides the following technical scheme:
the first aspect provides a tolerance decomposes monitoring intelligent gas table, is in including gas table main part, setting gas inlet pipe and the pipeline of giving vent to anger in the gas table main part, tolerance decomposes monitoring intelligent gas table and still includes: the system comprises a data center module, a gas quantity decomposition module and a display module, wherein the gas quantity decomposition module and the display module are in communication connection with the data center module;
the gas quantity decomposition module is used for decomposing the total gas quantity based on equipment by using a gas quantity decomposition model trained in advance; sending the decomposition result to a data center module; the gas quantity decomposition model is obtained by training sequence data corresponding to the total quantity of the sample gas and the sample gas consumption of each device;
the data center module is used for acquiring a decomposition result generated by the gas amount decomposition module; and sending the decomposition result to the display module for display.
Optionally, the gas amount decomposition model is a sequence-to-point Seq2point model, and the Seq2point model inputs the sequence data corresponding to the total gas amount and outputs the gas amount of each device.
Optionally, the gas quantity decomposition monitoring intelligent gas meter further includes: the data transceiver module is in communication connection with the data center module;
and the data transceiver module is used for establishing communication connection with other equipment and sending the decomposition result to the other equipment through the communication connection.
Optionally, the data transceiver module is further configured to send other data acquired by the data center module to the other device.
Optionally, the gas quantity decomposition monitoring intelligent gas meter further includes: the flow monitoring module and the alarm module are in communication connection with the data center module;
the flow monitoring module is used for monitoring whether the change of the total gas amount is abnormal or not; when the data center module is abnormal, sending abnormal information to the data center module;
and the data center module is also used for controlling the alarm module to generate and output alarm information when the abnormal information is acquired.
Optionally, the data center module is further configured to control the alarm module to generate and output alarm information when receiving an abnormal instruction sent by another device.
Optionally, the gas quantity decomposition monitoring intelligent gas meter further includes: the valve control module is in communication connection with the alarm module;
the alarm module is also used for sending alarm information to the valve control module after the alarm information is generated;
and the valve control module is used for controlling the valve to be closed after receiving the alarm information sent by the alarm module so as to close the air inlet pipeline.
Optionally, the alarm module is further configured to send the alarm release information to the valve control module after sending the alarm information to the valve control module, if the alarm release information sent by the data center module is received;
and the valve control module is also used for controlling the valve to be opened after receiving the alarm release information so as to open the air inlet pipeline.
Optionally, the alarm release information is sent to the data center module by other equipment; or, generated by the data center module.
In a second aspect, a gas quantity decomposition monitoring method is provided, and is used in the gas quantity decomposition monitoring intelligent gas meter provided in the first aspect, the method includes:
decomposing the total fuel gas amount based on equipment by using a pre-trained gas amount decomposition model to obtain a decomposition result; the gas quantity decomposition model is obtained by training sequence data corresponding to the total quantity of the sample gas and the sample gas consumption of each device;
and displaying the decomposition result.
The beneficial effect of this application lies in: the method comprises the steps that a data center module, a gas quantity decomposition module and a display module are arranged, wherein the gas quantity decomposition module is in communication connection with the data center module; the gas quantity decomposition module is used for decomposing the total gas quantity based on equipment by using a pre-trained gas quantity decomposition model; sending the decomposition result to a data center module; the gas quantity decomposition model is obtained by training sequence data corresponding to the total quantity of the sample gas and the sample gas consumption of each device; the data center module is used for acquiring a decomposition result generated by the gas quantity decomposition module; sending the decomposition result to a display module for display; the problem that the existing gas meter cannot display the specific gas consumption condition of each device can be solved; owing to can realize decomposing and control the gas total volume, can improve the monitoring effect of gas table to the user knows the equipment use gas condition at home, rationally uses the gas.
In addition, the obtained data can be fed back to other equipment, so that a user or a gas company can know the gas using condition of each equipment in time.
In addition, the safety of using the fuel gas can be improved by giving an alarm and closing the electromagnetic valve under the condition that the fuel gas flow is abnormal or an instruction is received.
The foregoing description is only an overview of the technical solutions of the present application, and in order to make the technical solutions of the present application more clear and can be implemented according to the content of the specification, the following detailed description is given with reference to the preferred embodiments of the present application and the accompanying drawings.
Drawings
Fig. 1 is a schematic structural diagram of an intelligent gas meter for gas quantity decomposition monitoring provided in an embodiment of the present application;
fig. 2 is a flowchart of a gas decomposition monitoring method according to an embodiment of the present application.
Detailed Description
The following detailed description of the present application will be made with reference to the accompanying drawings and examples. The following examples are intended to illustrate the present application but are not intended to limit the scope of the present application.
First, several terms referred to in the present application will be described.
Sequence-to-point (Seq 2point) model: refers to a sequence of windows where the input is the total device and the output is a computational model of a single point of the target device. Alternatively, the sequence-to-point model may be based on convolutional neural network training.
Fig. 1 is a schematic structural diagram of an intelligent gas meter for gas quantity decomposition monitoring provided in an embodiment of the present application, and as shown in fig. 1, the intelligent gas meter for gas quantity decomposition monitoring at least includes: the gas meter comprises a gas meter body 11, and an air inlet pipeline 12 and an air outlet pipeline 13 which are arranged on the gas meter body 11; the intelligent gas meter for gas decomposition monitoring further comprises: the gas quantity analysis system comprises a data center module 14, a gas quantity decomposition module 15 and a display module 16, wherein the gas quantity decomposition module 15 is in communication connection with the data center module 14.
The gas quantity decomposition module 15 is used for decomposing the total gas quantity based on equipment by using a pre-trained gas quantity decomposition model; sending the decomposition results to the data center module 14; the gas quantity decomposition model is obtained by training sequence data corresponding to the total gas quantity of the sample and the gas consumption of the sample of each device.
Optionally, the gas amount decomposition model is a sequence-to-point Seq2point model, and the Seq2point model inputs the sequence data corresponding to the total gas amount and outputs the gas amount of each device.
In this embodiment, the total amount of gas input is regarded as sequence data, a model input is generated on the sequence data through a sliding window, and the output of the model is the gas consumption of each device through training the model, so as to achieve the purpose of decomposing the total amount of gas.
The data center module 14 is used for acquiring a decomposition result generated by the gas amount decomposition module 15; the decomposition results are sent to the display module for display 16.
The gas quantity decomposes monitoring intelligent gas table and still includes: and a data transceiver module 17 communicatively coupled to the data center module 14.
And the data transceiver module 17 is configured to establish a communication connection with another device, and send the decomposition result to the other device through the communication connection.
Alternatively, the other device may be a terminal device used by the user, such as: mobile phones, tablet computers, computing, etc.; or, the terminal device is used by a gas company, and the present embodiment does not limit the use object and the device type of other devices.
Of course, the data transceiver module 17 may also be configured to send other data acquired by the data center module 14 to other devices. Such as: the other data is the total amount of gas and/or the following abnormal information, and the present embodiment does not limit the specific content of the other data.
Optionally, the gas quantity decomposition monitoring intelligent gas meter further includes: a traffic monitoring module 18 and an alarm module 19 communicatively coupled to the data center module 14.
The flow monitoring module 18 is used for monitoring whether the change of the total gas amount is abnormal; when there is an anomaly, anomaly information is sent to the data center module 14.
The data center module 19 is further configured to control the alarm module 19 to generate and output alarm information when the abnormal information is obtained.
Optionally, the manner in which the alarm module 19 outputs the alarm information includes, but is not limited to: by optical signal output, audio signal output, and/or image signal output, etc.
Optionally, the data center module 14 is further configured to control the alarm module 19 to generate and output alarm information when receiving an abnormal instruction sent by another device.
Optionally, the gas quantity decomposition monitoring intelligent gas meter further includes: a valve control module 20 communicatively coupled to the alarm module 19.
The alarm module 19 is further configured to send the alarm information to the valve control module 20 after the alarm information is generated;
and the valve control module 20 is used for controlling the valve 21 to close after receiving the alarm information sent by the alarm module so as to close the air inlet pipeline 12.
A valve 21 is arranged in the inlet duct. Optionally, the valve is a solenoid valve.
Optionally, the alarm module 19 is further configured to, after sending the alarm information to the valve control module 20, send the alarm release information to the valve control module 20 if receiving the alarm release information sent by the data center module 14;
and the valve control module 20 is further configured to control the valve 21 to open the air intake duct 12 after receiving the alarm release message.
Optionally, the alarm release information is sent to the data center module by other equipment; alternatively, generated by a data center module, such as: and the data center module generates the abnormal information within a preset time after the abnormal information is sent.
The preset time period may be 10 minutes, 5 minutes, and the like, and the value of the preset time period is not limited in this embodiment.
In summary, the intelligent gas meter for gas decomposition monitoring provided by the application is provided with a data center module, a gas decomposition module and a display module, wherein the gas decomposition module and the display module are in communication connection with the data center module; the gas quantity decomposition module is used for decomposing the total gas quantity based on equipment by using a gas quantity decomposition model trained in advance; sending the decomposition result to a data center module; the gas quantity decomposition model is obtained by training sequence data corresponding to the total quantity of the sample gas and the sample gas consumption of each device; the data center module is used for acquiring a decomposition result generated by the gas quantity decomposition module; sending the decomposition result to a display module for display; the problem that the existing gas meter cannot display the specific gas consumption condition of each device can be solved; because can realize decomposing and monitoring the gas total amount, can improve the monitoring effect of gas table to the user knows the equipment use gas condition at home, rationally uses the gas.
In addition, the obtained data can be fed back to other equipment, so that a user or a gas company can know the gas using condition of each equipment in time.
In addition, the safety of using the fuel gas can be improved by giving an alarm and closing the electromagnetic valve under the condition that the fuel gas flow is abnormal or an instruction is received.
Fig. 2 is a flowchart of a gas quantity decomposition monitoring method according to an embodiment of the present application, and this embodiment takes the case where the method is applied to the gas quantity decomposition monitoring intelligent gas meter shown in fig. 1 as an example. The method at least comprises the following steps:
The related description of the present embodiment refers to the above embodiments, and the description of the present embodiment is omitted here.
In summary, in the gas quantity decomposition monitoring method provided in this embodiment, the pre-trained gas quantity decomposition model is used to decompose the total gas quantity based on the equipment, so as to obtain a decomposition result; the gas quantity decomposition model is obtained by training sequence data corresponding to the total quantity of the sample gas and the sample gas consumption of each device; displaying the decomposition result; the problem that the existing gas meter cannot display the specific gas consumption condition of each device can be solved; because can realize decomposing and monitoring the gas total amount, can improve the monitoring effect of gas table to the user knows the equipment use gas condition at home, rationally uses the gas.
Optionally, the present application further provides a computer-readable storage medium, in which a program is stored, and the program is loaded and executed by a processor to implement the gas quantity decomposition monitoring method of the above method embodiment.
Optionally, the present application further provides a computer product, which includes a computer-readable storage medium, where a program is stored in the computer-readable storage medium, and the program is loaded and executed by a processor to implement the gas quantity decomposition monitoring method of the above method embodiment.
The technical features of the embodiments described above may be arbitrarily combined, and for the sake of brevity, all possible combinations of the technical features in the embodiments described above are not described, but should be considered as being within the scope of the present specification as long as there is no contradiction between the combinations of the technical features.
The above-mentioned embodiments only express several embodiments of the present application, and the description thereof is more specific and detailed, but not construed as limiting the scope of the invention. It should be noted that, for a person skilled in the art, several variations and modifications can be made without departing from the concept of the present application, which falls within the scope of protection of the present application. Therefore, the protection scope of the present patent shall be subject to the appended claims.
Claims (9)
1. The utility model provides a tolerance decomposes monitoring intelligent gas table, includes the gas table main part, sets up inlet pipe and the pipeline of giving vent to anger in the gas table main part, its characterized in that, tolerance decomposes monitoring intelligent gas table and still includes: the system comprises a data center module, a gas quantity decomposition module and a display module, wherein the gas quantity decomposition module and the display module are in communication connection with the data center module;
the gas quantity decomposition module is used for decomposing the total gas quantity based on equipment by using a pre-trained gas quantity decomposition model; sending the decomposition result to a data center module; the gas quantity decomposition model is obtained by training sequence data corresponding to the total quantity of the sample gas and the sample gas consumption of each device;
the data center module is used for acquiring a decomposition result generated by the gas quantity decomposition module; sending the decomposition result to the display module for display;
the gas quantity decomposition model is a sequence-to-point Seq2point model, and the Seq2point model inputs the sequence data corresponding to the total gas quantity and outputs the gas quantity of each device.
2. The gas quantity decomposition monitoring intelligent gas meter according to claim 1, wherein the gas quantity decomposition monitoring intelligent gas meter further comprises: the data receiving and transmitting module is in communication connection with the data center module;
and the data transceiving module is used for establishing communication connection with other equipment and sending the decomposition result to the other equipment through the communication connection, wherein the other equipment is terminal equipment used by a user or terminal equipment used by a gas company.
3. The gas quantity decomposition monitoring intelligent gas meter according to claim 2, wherein the data transceiver module is further configured to send other data acquired by the data center module to the other device; the other data is total gas amount and/or abnormal information.
4. The gas quantity decomposition monitoring intelligent gas meter according to claim 1, wherein the gas quantity decomposition monitoring intelligent gas meter further comprises: the flow monitoring module and the alarm module are in communication connection with the data center module;
the flow monitoring module is used for monitoring whether the change of the total gas amount is abnormal or not; when the data center module is abnormal, sending abnormal information to the data center module;
and the data center module is also used for controlling the alarm module to generate and output alarm information when the abnormal information is acquired.
5. The gas quantity decomposition monitoring intelligent gas meter according to claim 4,
the data center module is also used for controlling the alarm module to generate and output alarm information when receiving abnormal instructions sent by other equipment; the other equipment is terminal equipment used by a user or terminal equipment used by a gas company.
6. The gas quantity decomposition monitoring intelligent gas meter according to claim 4, wherein the gas quantity decomposition monitoring intelligent gas meter further comprises: the valve control module is in communication connection with the alarm module;
the alarm module is also used for sending alarm information to the valve control module after the alarm information is generated;
and the valve control module is used for controlling the valve to be closed after receiving the alarm information sent by the alarm module so as to close the air inlet pipeline.
7. The gas quantity decomposition monitoring intelligent gas meter according to claim 6,
the alarm module is further used for sending the alarm information to the valve control module, and then sending the alarm release information to the valve control module if the alarm release information sent by the data center module is received;
and the valve control module is also used for controlling the valve to be opened after receiving the alarm release information so as to open the air inlet pipeline.
8. The gas quantity decomposition monitoring intelligent gas meter according to claim 7, wherein the alarm release information is sent to the data center module by other equipment; or, generated by the data center module; the other equipment is terminal equipment used by a user or terminal equipment used by a gas company.
9. A gas quantity decomposition monitoring method used in the intelligent gas meter for gas quantity decomposition monitoring according to any one of claims 1 to 8, the method comprising:
decomposing the total fuel gas amount based on equipment by using a pre-trained gas amount decomposition model to obtain a decomposition result; the gas quantity decomposition model is obtained by training sequence data corresponding to the total quantity of the sample gas and the sample gas consumption of each device;
displaying the decomposition result;
the gas quantity decomposition model is a sequence-to-point Seq2point model, and the Seq2point model inputs the sequence data corresponding to the total gas quantity and outputs the gas quantity of each device.
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