Fuel gas pressure regulator operation and maintenance management system based on artificial intelligence

Abstract

The invention relates to the field of operation and maintenance management, and discloses a gas pressure regulator operation and maintenance management system based on artificial intelligence, which comprises a pressure regulator acquisition module, a standard information acquisition module, an operation and maintenance personnel acquisition module, a data processing module and an information sending module, the voltage regulator acquisition module is used for acquiring voltage regulator information, and the voltage regulator information comprises voltage regulator historical maintenance record information, voltage regulator quantity information, voltage regulator model information, voltage regulator real-time environment information and voltage regulator installation information; the standard information acquisition module is used for uploading voltage regulator information to the Internet and acquiring standard maintenance information from the Internet, and the standard maintenance information comprises a standard maintenance interval of the voltage regulator and a standard number of people required by single maintenance; and the operation and maintenance personnel acquisition module is used for acquiring quantity information of regulator maintenance personnel. According to the invention, operation and maintenance management of the gas pressure regulator can be carried out more comprehensively and intelligently.

Description

Technical Field

[0001] The present invention relates to the field of operation and maintenance management, and in particular to an artificial intelligence-based operation and maintenance management system for a gas pressure regulator. Background Art

[0002] Gas pressure regulator, commonly known as pressure reducing valve, is a device that automatically changes the gas flow through the regulating valve to maintain the outlet gas at a specified pressure. It is usually divided into two types: direct acting and indirect acting. In actual use, the gas pressure regulator requires regular maintenance and management, and the gas pressure regulator operation and maintenance management system will be used during the maintenance and management process.

[0003] The existing operation and maintenance management system has poor management effect and cannot better protect the safety of gas pressure regulators, which has brought certain impacts on the use of the operation and maintenance management system. Therefore, an operation and maintenance management system for gas pressure regulators based on artificial intelligence is proposed. Summary of the Invention

[0004] The technical problem to be solved by the present invention is: how to solve the problem that the existing operation and maintenance management system has poor management effect, cannot better protect the safety of the gas pressure regulator, and has a certain impact on the use of the operation and maintenance management system. An artificial intelligence-based gas pressure regulator operation and maintenance management system is provided.

[0005] The present invention solves the above technical problems through the following technical solutions, which include a voltage regulator acquisition module, a standard information acquisition module, an operation and maintenance personnel acquisition module, a data processing module and an information sending module; The voltage regulator acquisition module is used to collect voltage regulator information, which includes voltage regulator historical maintenance record information, voltage regulator quantity information, voltage regulator model information, voltage regulator real-time environment information and voltage regulator installation information; The standard information collection module is used to upload the voltage regulator information to the Internet and collect standard maintenance information from the Internet. The standard maintenance information includes the standard maintenance interval of the voltage regulator and the standard number of people required for a single maintenance. The operation and maintenance personnel collection module is used to collect the number information of regulator maintenance personnel; The data processing module is used to process the voltage regulator information, standard maintenance information and the number of regulator maintenance personnel to obtain voltage regulator operation and maintenance management information and personnel management information; After the voltage regulator operation and maintenance control information and the personnel control information are generated, the information sending module sends the above information to a preset receiving terminal.

[0006] Furthermore, the standard maintenance information is obtained by extracting the collected voltage regulator information, obtaining voltage regulator model information from the voltage regulator information, uploading the voltage regulator model information to the Internet, and retrieving recommended maintenance interval information and recommended maintenance personnel quantity information for voltage regulators of the same model as the voltage regulator model information from the Internet; The recommended maintenance interval information and the recommended number of maintenance personnel are marked as Ki and Ti, where i is the number of recommended maintenance interval information and recommended number of maintenance personnel; Then, Ki and Ti are processed to select the standard maintenance interval and the standard maintenance personnel quantity information to form the standard maintenance information.

[0007] Furthermore, the specific process of processing Ki and Ti to select the standard maintenance interval and the standard number of maintenance personnel is as follows: Extract the collected recommended maintenance interval information Ki, extract the maximum value Kmax and the minimum value Kmin from all the recommended maintenance interval information Ki, calculate the difference between the maximum value Kmax and the minimum value Kmin to obtain the evaluation difference Kk; When the evaluation difference Kk is less than the preset value, any one of the recommended maintenance interval information Ki is randomly selected as the standard maintenance interval; When the evaluation difference Kk is greater than the preset value, the average of the remaining maintenance interval information Ki excluding the maximum value Kmax and the minimum value Kmin is calculated as the recommended maintenance interval; The obtained recommended maintenance personnel quantity information Ti is extracted and processed in the same manner as the recommended maintenance interval information Ki to obtain the recommended maintenance personnel quantity.

[0008] Furthermore, the voltage regulator operation and maintenance control information includes first control information, second control information and third control information; The specific processing process of the voltage regulator operation and maintenance control information is as follows: extracting the collected voltage regulator information including voltage regulator historical maintenance record information, voltage regulator real-time environment information and voltage regulator installation information; Processing the historical maintenance record information of the voltage regulator to obtain the historical maintenance interval, then processing the historical maintenance interval to obtain the average maintenance interval, then extracting the standard maintenance information, and extracting the recommended maintenance interval from the standard maintenance information; Calculating the difference between the average maintenance interval and the recommended maintenance interval to obtain a first evaluation difference. When the first evaluation difference is greater than a preset value, generating first control information; When the first assessment is less than the preset value, the historical maintenance record information of the voltage regulator is processed, the time information T1 of the last maintenance is collected, and the current time information T2 is proposed. When the difference between T2 and T1 is greater than the recommended maintenance interval, the first control information is generated.

[0009] Furthermore, the specific processing process of the second control information is as follows: extracting the collected real-time environmental information of the voltage regulator, the real-time environmental information of the voltage regulator including the ambient temperature information of the voltage regulator and the preset gas concentration information of the environment; When either the ambient temperature information of the voltage regulator or the preset gas concentration information of the environment is greater than a preset value, the second control information is generated; The specific processing process of the third control information is as follows: extract the collected voltage regulator installation information, which is the voltage regulator installation duration information. When the voltage regulator installation duration information is greater than the preset value, the third control information is generated.

[0010] Furthermore, the operation and maintenance personnel control information includes first personnel control information, second personnel control information, and third personnel control information, extracting the collected information on the number of regulator maintenance personnel, then extracting the information on the number of voltage regulators and the recommended number of maintenance personnel, and processing the information on the number of regulator maintenance personnel, the information on the number of voltage regulators, and the recommended number of maintenance personnel to obtain personnel control parameters; When the personnel control parameter is greater than the preset value a1, the first personnel control information is generated; when the personnel control parameter is less than the preset value a2, the third personnel control information is generated; when the personnel control parameter is between the preset values a1 and a2, the second personnel control information is generated; The first personnel control information indicates that the number of regulator maintenance personnel is small and needs to be supplemented. The first personnel control information indicates that the number of regulator maintenance personnel is normal. The third personnel control information indicates that the number of regulator maintenance personnel is too large and needs to be adjusted.

[0011] Furthermore, the specific processing process of the personnel control parameters is as follows: extract the number information of regulator maintenance personnel, the number information of voltage regulators and the recommended number of maintenance personnel, mark them as P1, P2 and P3, and obtain the personnel control parameters through the formula P2*P3 / P1=Pp.

[0012] Compared with the existing technology, the present invention has the following advantages: the gas pressure regulator operation and maintenance management system based on artificial intelligence obtains pressure regulator operation and maintenance control information and personnel control information by processing pressure regulator information, standard maintenance information and the number of regulator maintenance personnel, thereby realizing intelligent gas pressure regulator operation and maintenance management. When different abnormalities occur in the gas pressure regulator, different types of control information are generated for management and control, ensuring that the gas pressure regulator can be quickly maintained and processed, better ensuring the safety of the gas pressure regulator, and at the same time intelligently managing the gas pressure regulator operation and maintenance management personnel, ensuring that the gas pressure regulator has sufficient maintenance personnel while avoiding the waste of human resources caused by too few maintenance personnel, the gas pressure regulator cannot be maintained in time, and too many maintenance personnel, so that the system can perform operation and maintenance management of the gas pressure regulator more comprehensively and intelligently, making the system more worthy of popularization and use. BRIEF DESCRIPTION OF THE DRAWINGS

[0013] Figure 1 It is a system block diagram of the present invention. DETAILED DESCRIPTION

[0014] The following is a detailed description of an embodiment of the present invention. This embodiment is implemented based on the technical solution of the present invention, and provides a detailed implementation method and specific operation process. However, the protection scope of the present invention is not limited to the following embodiment.

[0015] like Figure 1 As shown, this embodiment provides a technical solution: an artificial intelligence-based gas pressure regulator operation and maintenance management system, including a pressure regulator acquisition module, a standard information acquisition module, an operation and maintenance personnel acquisition module, a data processing module and an information sending module; The voltage regulator acquisition module is used to collect voltage regulator information, which includes voltage regulator historical maintenance record information, voltage regulator quantity information, voltage regulator model information, voltage regulator real-time environment information and voltage regulator installation information; The standard information collection module is used to upload the voltage regulator information to the Internet and collect standard maintenance information from the Internet. The standard maintenance information includes the standard maintenance interval of the voltage regulator and the standard number of people required for a single maintenance. The operation and maintenance personnel collection module is used to collect the number information of regulator maintenance personnel; The data processing module is used to process the voltage regulator information, standard maintenance information and the number of regulator maintenance personnel to obtain voltage regulator operation and maintenance management information and personnel management information; After the voltage regulator operation and maintenance control information and personnel control information are generated, the information sending module sends the above information to a preset receiving terminal; The present invention processes the pressure regulator information, standard maintenance information and the number of regulator maintenance personnel to obtain the pressure regulator operation and maintenance control information and personnel control information, thereby realizing intelligent gas pressure regulator operation and maintenance management. When different abnormalities occur in the gas pressure regulator, different types of control information are generated for management and control, ensuring that the gas pressure regulator can be quickly maintained and processed, better ensuring the safety of the gas pressure regulator, and at the same time intelligently managing the gas pressure regulator operation and maintenance management personnel, ensuring that the gas pressure regulator has sufficient maintenance personnel while avoiding the waste of human resources caused by too few maintenance personnel, the gas pressure regulator cannot be maintained in time, and too many maintenance personnel, making the system more worthy of popularization and use.

[0016] Furthermore, the standard maintenance information is obtained by extracting the collected voltage regulator information, obtaining voltage regulator model information from the voltage regulator information, uploading the voltage regulator model information to the Internet, and retrieving recommended maintenance interval information and recommended maintenance personnel quantity information for voltage regulators of the same model as the voltage regulator model information from the Internet; The recommended maintenance interval information and the recommended number of maintenance personnel are marked as Ki and Ti, where i is the number of recommended maintenance interval information and recommended number of maintenance personnel; Then, Ki and Ti are processed to select the standard maintenance interval and the standard number of maintenance personnel to form the standard maintenance information; Through the above process, more accurate information on standard maintenance intervals and the number of standard maintenance personnel can be obtained, providing data support for subsequent generation of management and control information.

[0017] The specific process of processing Ki and Ti to select the standard maintenance interval and the standard maintenance personnel quantity information is as follows: Extract the collected recommended maintenance interval information Ki, extract the maximum value Kmax and the minimum value Kmin from all the recommended maintenance interval information Ki, calculate the difference between the maximum value Kmax and the minimum value Kmin to obtain the evaluation difference Kk; When the evaluation difference Kk is less than the preset value, any one of the recommended maintenance interval information Ki is randomly selected as the standard maintenance interval; When the evaluation difference Kk is greater than the preset value, the average of the remaining maintenance interval information Ki excluding the maximum value Kmax and the minimum value Kmin is calculated as the recommended maintenance interval; Extract the information Ti of the recommended number of maintenance personnel and perform the same process on it as the recommended maintenance interval information Ki to obtain the recommended number of maintenance personnel; Through the above process, the recommended number of maintenance personnel and recommended maintenance intervals obtained are of greater reference value.

[0018] The voltage regulator operation and maintenance control information includes first control information, second control information and third control information; The specific processing process of the voltage regulator operation and maintenance control information is as follows: extracting the collected voltage regulator information including voltage regulator historical maintenance record information, voltage regulator real-time environment information and voltage regulator installation information; Processing the historical maintenance record information of the voltage regulator to obtain the historical maintenance interval, then processing the historical maintenance interval to obtain the average maintenance interval, then extracting the standard maintenance information, and extracting the recommended maintenance interval from the standard maintenance information; Calculating the difference between the average maintenance interval and the recommended maintenance interval to obtain a first evaluation difference. When the first evaluation difference is greater than a preset value, generating first control information; When the first evaluation is less than a preset value, the historical maintenance record information of the voltage regulator is processed, the time information T1 of the last maintenance is collected, and the current time information T2 is obtained. When the difference between T2 and T1 is greater than the recommended maintenance interval, the first control information is generated; The generation of the first control information indicates that there is a problem with the maintenance period of the gas pressure regulator, and the maintenance period needs to be shortened to ensure stable operation of the gas pressure regulator.

[0019] The specific processing process of the second control information is as follows: extracting the collected real-time environmental information of the voltage regulator, the real-time environmental information of the voltage regulator including the ambient temperature information of the voltage regulator and the preset gas concentration information of the environment; When either the ambient temperature information of the voltage regulator or the preset gas concentration information of the environment is greater than a preset value, the second control information is generated; The generation of the second control information indicates that the environment in which the gas pressure regulator is located is abnormal and requires timely maintenance to avoid accidents; The specific processing process of the third control information is as follows: extracting the collected voltage regulator installation information, the voltage regulator installation information is the voltage regulator installation time information, and when the voltage regulator installation time information is greater than the preset value, the third control information is generated; The generation of the third control information indicates that the last maintenance interval is too long and maintenance processing is required immediately.

[0020] The operation and maintenance personnel control information includes first personnel control information, second personnel control information, and third personnel control information. The collected information on the number of regulator maintenance personnel is extracted, and then the information on the number of voltage regulators and the recommended number of maintenance personnel are extracted. The information on the number of regulator maintenance personnel, the information on the number of voltage regulators, and the recommended number of maintenance personnel are processed to obtain personnel control parameters. When the personnel control parameter is greater than the preset value a1, the first personnel control information is generated; when the personnel control parameter is less than the preset value a2, the third personnel control information is generated; when the personnel control parameter is between the preset values a1 and a2, the second personnel control information is generated; The first personnel control information indicates that the number of regulator maintenance personnel is small and needs to be supplemented. The first personnel control information indicates that the number of regulator maintenance personnel is normal. The third personnel control information indicates that the number of regulator maintenance personnel is too large and needs to be adjusted.

[0021] The specific processing process of the personnel control parameters is as follows: extract the number information of regulator maintenance personnel, the number information of voltage regulators and the recommended number of maintenance personnel, mark them as P1, P2 and P3, and obtain the personnel control parameters through the formula P2*P3 / P1=Pp.

[0022] Furthermore, the terms "first" and "second" are used for descriptive purposes only and should not be construed as indicating or implying relative importance or implicitly specifying the number of the technical features being referred to. Thus, a feature defined as "first" or "second" may explicitly or implicitly include at least one such feature. In the description of the present invention, "plurality" means at least two, such as two, three, etc., unless otherwise specifically defined.

[0023] In the description of this specification, the reference terms "one embodiment", "some embodiments", "example", "specific example", or "some examples" mean that the specific features, structures, materials or characteristics described in conjunction with the embodiment or example are included in at least one embodiment or example of the present invention. In this specification, the schematic representations of the above terms do not necessarily refer to the same embodiment or example. Moreover, the specific features, structures, materials or characteristics described can be combined in any one or more embodiments or examples in a suitable manner. In addition, those skilled in the art can combine and combine different embodiments or examples described in this specification and features of different embodiments or examples without contradiction.

[0024] Although the embodiments of the present invention have been shown and described above, it will be understood that the above embodiments are illustrative and are not to be construed as limitations on the present invention. A person skilled in the art may change, modify, replace and modify the above embodiments within the scope of the present invention.

Claims

1. A gas pressure regulator operation and maintenance management system based on artificial intelligence, characterized in that: It includes voltage regulator acquisition module, standard information acquisition module, operation and maintenance personnel acquisition module, data processing module and information sending module; The voltage regulator acquisition module is used to collect voltage regulator information, which includes voltage regulator historical maintenance record information, voltage regulator quantity information, voltage regulator model information, voltage regulator real-time environment information and voltage regulator installation information; The standard information collection module is used to upload the voltage regulator information to the Internet and collect standard maintenance information from the Internet. The standard maintenance information includes the standard maintenance interval of the voltage regulator and the standard number of people required for a single maintenance. The operation and maintenance personnel collection module is used to collect the number information of regulator maintenance personnel; The data processing module is used to process the voltage regulator information, standard maintenance information and the number of regulator maintenance personnel to obtain voltage regulator operation and maintenance management information and personnel management information; After the voltage regulator operation and maintenance control information and the personnel control information are generated, the information sending module sends the above information to a preset receiving terminal.

2. The artificial intelligence-based gas pressure regulator operation and maintenance management system according to claim 1, characterized in that: The process of obtaining the standard maintenance information is as follows: extracting the collected voltage regulator information, obtaining the voltage regulator model information from the voltage regulator information, uploading the voltage regulator model information to the Internet, and retrieving the recommended maintenance interval information and the recommended maintenance personnel quantity information of the voltage regulator of the same model as the voltage regulator model information from the Internet; The recommended maintenance interval information and the recommended number of maintenance personnel are marked as Ki and Ti, where i is the number of recommended maintenance interval information and recommended number of maintenance personnel; Then, Ki and Ti are processed to select the standard maintenance interval and the standard maintenance personnel quantity information to form the standard maintenance information.

3. The artificial intelligence-based gas pressure regulator operation and maintenance management system according to claim 2, characterized in that: The specific process of processing Ki and Ti to select the standard maintenance interval and the standard maintenance personnel quantity information is as follows: Extract the collected recommended maintenance interval information Ki, extract the maximum value Kmax and the minimum value Kmin from all the recommended maintenance interval information Ki, calculate the difference between the maximum value Kmax and the minimum value Kmin to obtain the evaluation difference Kk; When the evaluation difference Kk is less than the preset value, any one of the recommended maintenance interval information Ki is randomly selected as the standard maintenance interval; When the evaluation difference Kk is greater than the preset value, the average of the remaining maintenance interval information Ki excluding the maximum value Kmax and the minimum value Kmin is calculated as the recommended maintenance interval; The obtained recommended maintenance personnel quantity information Ti is extracted and processed in the same manner as the recommended maintenance interval information Ki to obtain the recommended maintenance personnel quantity.

4. The artificial intelligence-based gas pressure regulator operation and maintenance management system according to claim 1, characterized in that: The voltage regulator operation and maintenance control information includes first control information, second control information and third control information; The specific processing process of the voltage regulator operation and maintenance control information is as follows: extracting the collected voltage regulator information including voltage regulator historical maintenance record information, voltage regulator real-time environment information and voltage regulator installation information; Processing the historical maintenance record information of the voltage regulator to obtain the historical maintenance interval, then processing the historical maintenance interval to obtain the average maintenance interval, then extracting the standard maintenance information, and extracting the recommended maintenance interval from the standard maintenance information; Calculating the difference between the average maintenance interval and the recommended maintenance interval to obtain a first evaluation difference. When the first evaluation difference is greater than a preset value, generating first control information; When the first assessment is less than the preset value, the historical maintenance record information of the voltage regulator is processed, the time information T1 of the last maintenance is collected, and the current time information T2 is proposed. When the difference between T2 and T1 is greater than the recommended maintenance interval, the first control information is generated.

5. The artificial intelligence-based gas pressure regulator operation and maintenance management system according to claim 4, characterized in that: The specific processing process of the second control information is as follows: extracting the collected real-time environmental information of the voltage regulator, the real-time environmental information of the voltage regulator including the ambient temperature information of the voltage regulator and the preset gas concentration information of the environment; When either the ambient temperature information of the voltage regulator or the preset gas concentration information of the environment is greater than a preset value, the second control information is generated; The specific processing process of the third control information is as follows: extract the collected voltage regulator installation information, which is the voltage regulator installation duration information. When the voltage regulator installation duration information is greater than the preset value, the third control information is generated.

6. The artificial intelligence-based gas pressure regulator operation and maintenance management system according to claim 1, characterized in that: The operation and maintenance personnel control information includes first personnel control information, second personnel control information, and third personnel control information. The collected information on the number of regulator maintenance personnel is extracted, and then the information on the number of voltage regulators and the recommended number of maintenance personnel are extracted. The information on the number of regulator maintenance personnel, the information on the number of voltage regulators, and the recommended number of maintenance personnel are processed to obtain personnel control parameters. When the personnel control parameter is greater than the preset value a1, the first personnel control information is generated; when the personnel control parameter is less than the preset value a2, the third personnel control information is generated; when the personnel control parameter is between the preset values a1 and a2, the second personnel control information is generated; The first personnel control information indicates that the number of regulator maintenance personnel is small and needs to be supplemented. The first personnel control information indicates that the number of regulator maintenance personnel is normal. The third personnel control information indicates that the number of regulator maintenance personnel is too large and needs to be adjusted.

7. The artificial intelligence-based gas pressure regulator operation and maintenance management system according to claim 6, characterized in that: The specific processing process of the personnel control parameters is as follows: extract the number information of regulator maintenance personnel, the number information of voltage regulators and the recommended number of maintenance personnel, mark them as P1, P2 and P3, and obtain the personnel control parameters through the formula P2*P3 / P1=Pp.

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