Intelligent vector measurement method based on secondary equipment online monitoring equipment

Abstract

The invention discloses an intelligent vector measurement method based on secondary equipment online monitoring equipment, which relates to vector measurement and comprises the following steps: setting a first database; constructing a virtual port based on the first database; dividing the plurality of virtual ports into a plurality of groups according to weighting coefficients; constructing an information aggregate according to the environment information; and the information aggregate is matched with the virtual port according to the size of the weighting coefficient, and a corresponding adjustment scheme is obtained through the virtual port. According to the method, the environment information is classified, the database, the virtual port and the information aggregate are constructed, and the information aggregate is matched with the virtual port, so that the accuracy of information docking is improved. According to the method, the environment information is weighted and grouped, the matched virtual ports are retrieved in the groups where the corresponding virtual ports are located, retrieval of all data in a large amount of data does not need to be completed in sequence, the retrieval range is narrowed, and the retrieval speed is increased. And the storage pressure of the database is also reduced due to grouped storage.

Description

Technical Field

[0001] The invention relates to vector measurement, and in particular to an intelligent vector measurement method based on an online monitoring device for secondary equipment. Background Art

[0002] Secondary equipment online monitoring equipment refers to equipment that comprehensively monitors the operating status of secondary equipment by collecting real-time operating information of secondary equipment online, and performs fault analysis, rapid defect identification and diagnosis of secondary equipment based on the acquired online information. Intelligent vector measurement technology refers to the technology of accurately measuring vectors (quantities with size and direction) using advanced sensors, data processing algorithms and intelligent analysis technologies. It is based on the mathematical definition and properties of vectors, and realizes accurate description and monitoring of physical quantities or states by collecting, processing and analyzing relevant information of vectors.

[0003] In the known existing technologies, it is necessary to obtain the physical information, chemical information, and other information of the secondary equipment, and to establish a database mainly based on temperature information, humidity information, electromagnetic information, corrosive gas information, dust and pollutant information, vibration and impact information, and noise information. The intelligent vector measurement device needs to classify and identify the measured environmental information and match it with the solutions recorded or learned in the database. It needs to adopt complex combination strategies, which increases the complexity and computational cost of the system. Summary of the invention

[0004] The purpose of the present invention is to provide an intelligent vector measurement method based on an online monitoring device for secondary equipment to solve the shortcomings of the background technology.

[0005] In order to achieve the above-mentioned purpose, the present invention provides the following technical solutions: an intelligent vector measurement method based on a secondary equipment online monitoring device, comprising the following steps: constructing a first database, the first database comprising: physical environment information, chemical environment information, and other types of environment information.

[0006] A virtual port is constructed based on the first database. The virtual port has synapses. Each synapse corresponds to an environmental information. The environmental information under different environmental conditions is weighted and grouped. Each virtual port corresponds to an adjustment scheme.

[0007] Several virtual ports are divided into multiple groups according to weighted coefficients.

[0008] Measure the actual physical environment information, actual chemical environment information, and actual other environmental information of the environment where the secondary equipment is located, and construct an information aggregate based on the obtained information.

[0009] The weighted coefficients of different environmental information on the information aggregate are obtained, and the information is matched with the virtual port according to the size of the weighted coefficient. One virtual port is matched with one information aggregate, and the corresponding adjustment scheme is obtained through the virtual port.

[0010] In a preferred embodiment, the step of constructing the first database includes: physical environment information, the physical information includes: temperature information, humidity information, and electromagnetic information.

[0011] Chemical environment information, including: corrosive gas information, dust and pollutant information.

[0012] Other environmental information includes: vibration and impact information, and noise information.

[0013] In a preferred embodiment, the step of constructing a virtual port based on the first database includes: obtaining environmental information under different environments based on the first database, the environmental information including: temperature information, humidity information, electromagnetic information, corrosive gas information, dust and pollutant information, vibration and impact information, and noise information, and constructing a virtual port based on this information, each virtual port has 7 synapses, temperature information, humidity information, electromagnetic information, corrosive gas information, dust and pollutant information, vibration and impact information, and noise information are all recorded on one synapse, and each virtual port corresponds to an adjustment solution for solving the information recorded in the virtual port.

[0014] In a preferred embodiment, the step of dividing a plurality of virtual ports into multiple groups according to weighted coefficients includes: a weighted average formula of each port information: It is the weighted average of temperature information, humidity information, electromagnetic information, corrosive gas information, dust and pollutant information, vibration and shock information, and noise information for each port, where a1 is the value of temperature information, n1 is the weight of temperature information, a2 is the value of humidity information, n2 is the weight of humidity information, a3 is the value of electromagnetic information, n3 is the weight of electromagnetic information, a4 is the value of corrosive gas information, n4 is the weight of corrosive gas information, a5 is the value of dust and pollutant information, n5 is the weight of dust and pollutant information, a6 is the value of vibration and shock information, n6 is the weight of vibration and shock information, a7 is the value of noise information, and n7 is the weight of noise information.

[0015] Taking weight as a measurement standard, temperature information, humidity information, electromagnetic information, corrosive gas information, dust and pollutant information, vibration and shock information, and noise information are sorted according to the size of the weight, and all the sorted ports are grouped.

[0016] In a preferred embodiment, the step of constructing an information aggregate includes: measuring the actual temperature information of the secondary device in real time through a temperature measuring instrument, measuring the actual temperature and humidity information of the secondary device in real time through a humidity measuring instrument, measuring the actual electromagnetic information of the secondary device in real time through an electromagnetic measuring instrument, measuring the actual corrosive gas information of the secondary device through a corrosive gas detector and a corrosive gas flow meter, measuring the actual smoke information of the secondary device through a dust particle counter, measuring the actual vibration and impact information of the secondary device through a vibration measuring instrument and an impact measuring instrument, measuring the actual noise information of the secondary device through a noise detector, combining the temperature information, humidity information, electromagnetic information, corrosive gas information, dust and pollutant information, vibration and impact information, and noise information into an information aggregate, each part of the information aggregate stores any one of the temperature information, humidity information, electromagnetic information, corrosive gas information, dust and pollutant information, vibration and impact information, and noise information, and the information aggregate is adapted to the virtual port.

[0017] In a preferred embodiment, the step of obtaining a corresponding adjustment plan through a virtual port includes: searching in the grouping of virtual ports based on the sorting of environmental information weights on the information aggregate, locking the group corresponding to the information aggregate, and then retrieving a virtual port that matches itself from the group, obtaining the adjustment plan recorded on the virtual port based on the virtual port, and completing the adjustment of the online monitoring device of the secondary device based on the adjustment plan.

[0018] In a preferred embodiment, the temperature information, humidity information, electromagnetic information, corrosive gas information, dust and pollutant information, vibration and impact information, and noise information on the information aggregate are weighted and sorted, and the virtual ports are also weighted and grouped, and the weighted information on the information aggregate is matched to the corresponding virtual port group.

[0019] In the above technical scheme, the technical effects and advantages provided by the present invention are as follows: by classifying environmental information, a database, a virtual port, and an information aggregate are constructed. Each virtual aggregate records a set of environmental information and an adjustment scheme corresponding to the environmental information. The information aggregate matches the virtual port to improve the accuracy of information docking. The environmental information is weighted and grouped to facilitate the information aggregate to determine its own group and retrieve the matching virtual port in the group where the corresponding virtual port is located. There is no need to complete the retrieval of all data in a large amount of data in sequence, but to narrow the retrieval scope and improve the retrieval speed. Grouped storage also reduces the storage pressure of the database. BRIEF DESCRIPTION OF THE DRAWINGS

[0020] In order to more clearly illustrate the embodiments of the present application or the technical solutions in the prior art, the drawings required for use in the embodiments will be briefly introduced below. Obviously, the drawings described below are only some embodiments recorded in the present invention. For ordinary technicians in this field, other drawings can also be obtained based on these drawings.

[0021] Figure 1 The figure is a flow chart of the method of the present invention. DETAILED DESCRIPTION

[0022] In order to make the purpose, technical solution and advantages of the embodiments of the present invention clearer, the technical solution in the embodiments of the present invention will be clearly and completely described below in conjunction with the drawings in the embodiments of the present invention. Obviously, the described embodiments are part of the embodiments of the present invention, not all of the embodiments. Based on the embodiments of the present invention, all other embodiments obtained by ordinary technicians in this field without creative work are within the scope of protection of the present invention.

[0023] Example 1, please refer to Figure 1 As shown, the intelligent vector measurement method based on the online monitoring device of the secondary device described in this embodiment includes the following steps: S1. Construct a first database, which includes: physical environment information, chemical environment information, and other types of environment information. A virtual port is constructed based on the first database. The virtual port has synapses, each synapse corresponds to an environment information, and the environment information under different environmental conditions is weighted and grouped and summarized. Each virtual port corresponds to an adjustment plan.

[0024] S2. Divide a number of virtual ports into multiple groups according to weighted coefficients, measure the actual physical environment information, actual chemical environment information, and actual other environment information of the environment where the secondary equipment is located, and construct an information aggregate based on the obtained information.

[0025] S3. Obtain weighted coefficients of different environmental information on the information aggregate, match them with virtual ports according to the weighted coefficients, match one virtual port with one information aggregate, and obtain corresponding adjustment solutions through the virtual ports.

[0026] As described in the above steps S1-S3, the intelligent vector measurement method of the online monitoring device of the secondary equipment refers to a method of using advanced sensors, data processing algorithms and intelligent analysis technologies to collect real-time vector information of the secondary equipment and monitor the operating status of the secondary equipment, analyze faults, quickly identify defects and diagnose. However, the intelligent vector measurement device needs to classify, identify and retrieve the corresponding adjustment scheme for the measured environmental information, but the environmental problem is determined by one or more information in temperature information, humidity information, electromagnetic information, corrosive gas information, dust and pollutant information, vibration and impact information, and noise information. It is necessary to adopt a complex combination strategy, which increases the complexity and calculation cost of the system. However, the present application classifies the environmental information, constructs a database, a virtual port, and an information aggregate. Each virtual aggregate records a set of environmental information and an adjustment scheme corresponding to the environmental information. The information aggregate matches the virtual port to improve the accuracy of information docking. And the environmental information is weighted and grouped, so that the information aggregate can determine its own group, and retrieve the matching virtual port in the group where the corresponding virtual port is located. There is no need to complete the retrieval of all data in a large amount of data in sequence, but to narrow the retrieval range and improve the retrieval speed. Grouped storage also reduces the storage pressure on the database.

[0027] In one embodiment, the step of constructing a first database, constructing virtual ports, and grouping S1 includes: S11, the step of constructing the first database includes: physical environment information, including temperature information, humidity information, and electromagnetic information. Chemical environment information, including corrosive gas information, dust and pollutant information. Other environmental information, including vibration and impact information, and noise information.

[0028] S12. The step of constructing a virtual port based on the first database comprises: obtaining environmental information under different environments based on the first database, the environmental information comprising: temperature information, humidity information, electromagnetic information, corrosive gas information, dust and pollutant information, vibration and impact information, and noise information; and constructing a virtual port based on the information, wherein each virtual port has seven synapses, and the temperature information, humidity information, electromagnetic information, corrosive gas information, dust and pollutant information, vibration and impact information, and noise information are all recorded on one synapse, and each virtual port corresponds to an adjustment solution for solving the information recorded in the virtual port.

[0029] The main problems of secondary equipment are caused by one or more of the following: temperature information, humidity information, electromagnetic information, corrosive gas information, dust and pollutant information, vibration and impact information, and noise information. Therefore, the environmental problems of secondary equipment are mostly caused by a combination of multiple problems. Therefore, it is necessary to obtain temperature information, humidity information, electromagnetic information, corrosive gas information, dust and pollutant information, vibration and impact information, and noise information at the same time to determine the type of problem and obtain the corresponding solution. Based on this, the environmental information of secondary equipment is obtained and stored or deeply learned.

[0030] S13, the step of dividing a plurality of virtual ports into a plurality of groups according to weighted coefficients, including: the weighted average formula of each port information: It is the weighted average of temperature information, humidity information, electromagnetic information, corrosive gas information, dust and pollutant information, vibration and shock information, and noise information for each port, where a1 is the value of temperature information, n1 is the weight of temperature information, a2 is the value of humidity information, n2 is the weight of humidity information, a3 is the value of electromagnetic information, n3 is the weight of electromagnetic information, a4 is the value of corrosive gas information, n4 is the weight of corrosive gas information, a5 is the value of dust and pollutant information, n5 is the weight of dust and pollutant information, a6 is the value of vibration and shock information, n6 is the weight of vibration and shock information, a7 is the value of noise information, and n7 is the weight of noise information.

[0031] Taking weight as a measurement standard, temperature information, humidity information, electromagnetic information, corrosive gas information, dust and pollutant information, vibration and shock information, and noise information are sorted according to the size of the weight, and all the sorted ports are grouped.

[0032] The environmental problems in each region focus on different aspects. For example, in some regions, the corrosive gas environment is serious, and the weight of the corrosive gas information in the corresponding region is increased.

[0033] As described in the above steps S11-S13, the temperature information, humidity information, electromagnetic information, corrosive gas information, dust and pollutant information, vibration and impact information, and noise information in the environment where the secondary equipment is located are collected through the database, and these data are stored and learned. A virtual port is constructed based on the environmental information. Each virtual port corresponds to an adjustment plan for solving the information recorded in the virtual port. The environmental information on the virtual port is weighted and sorted and grouped according to the weight. The data grouping is completed, which can not only improve the data storage capacity of the database, but also facilitate the subsequent data retrieval and matching.

[0034] In one embodiment, constructing the information aggregate S2 includes: S21. Measure the actual temperature information of the secondary equipment in real time through a temperature measuring instrument, measure the actual temperature and humidity information of the secondary equipment in real time through a humidity measuring instrument, measure the actual electromagnetic information of the secondary equipment in real time through an electromagnetic measuring instrument, measure the actual corrosive gas information of the secondary equipment through a corrosive gas detector and a corrosive gas flow meter, measure the actual smoke information of the secondary equipment through a dust particle counter, measure the actual vibration and impact information of the secondary equipment through a vibration measuring instrument and an impact measuring instrument, and measure the actual noise information of the secondary equipment through a noise detector.

[0035] S22. Combining temperature information, humidity information, electromagnetic information, corrosive gas information, dust and pollutant information, vibration and impact information, and noise information into an information aggregate. Each part of the information aggregate stores any one of the temperature information, humidity information, electromagnetic information, corrosive gas information, dust and pollutant information, vibration and impact information, and noise information. The information aggregate is adapted to the virtual port.

[0036] As shown in the above steps S21-S22, the accurate value of the environment information of the secondary device is measured and obtained to construct an information aggregate, which is a carrier of information and prepares for the matching of subsequent information and virtual ports.

[0037] In one embodiment, obtaining a corresponding adjustment scheme S3 through a virtual port includes: S31. Search in the grouping of virtual ports based on the sorting of environmental information weights on the information aggregate, lock the group corresponding to the information aggregate, and then retrieve the virtual port that matches itself from the group, obtain the adjustment plan recorded on the virtual port based on the virtual port, and complete the adjustment of the online monitoring device of the secondary device based on the adjustment plan.

[0038] For example, the weights of temperature information, humidity information, electromagnetic information, corrosive gas information, dust and pollutant information, vibration and impact information, and noise information are 0.3, 0.2, 0.12, 0.15, 0.08, 0.1, and 0.05, respectively. Therefore, they are sorted from large to small according to the weights, which are: temperature information, humidity information, corrosive gas information, electromagnetic information, vibration and impact information, dust and pollutant information, and noise information. First, the weight of the temperature information, 0.3, is locked for matching to determine the first group. In this group, the second group is determined by the humidity information, 0.2. In this way, the final group to which the information aggregate belongs is determined, and the adapted virtual port is retrieved in this group.

[0039] S32. The temperature information, humidity information, electromagnetic information, corrosive gas information, dust and pollutant information, vibration and impact information, and noise information on the information aggregate are weighted and sorted. The virtual ports are also weighted and grouped. The weighted information on the information aggregate is matched to the corresponding virtual port group.

[0040] As described in the above steps S31-S132, the weight of the environmental information of the secondary device is obtained, and the group of the corresponding virtual port is quickly determined based on the weight of the environmental information, the scope of the search is quickly narrowed, and the information aggregate and the virtual port are matched in the group, thereby improving the matching speed and accuracy.

[0041] The above is only a specific implementation of the present application, but the protection scope of the present application is not limited thereto. Any person skilled in the art who is familiar with the present technical field can easily think of changes or substitutions within the technical scope disclosed in the present application, which should be included in the protection scope of the present application. Therefore, the protection scope of the present application should be based on the protection scope of the claims.

Claims

1. An intelligent vector measurement method based on an online monitoring device for secondary equipment, characterized in that: The following steps are involved: Constructing a first database, wherein the first database includes: physical environment information, chemical environment information, and other types of environment information; Building a virtual port based on the first database, the virtual port having synapses, each synapse corresponding to an environmental information, performing weighted processing on the environmental information under different environmental conditions and grouping and summarizing, and each virtual port corresponding to an adjustment scheme; Divide a number of virtual ports into multiple groups according to weighted coefficients; Measure the actual physical environment information, actual chemical environment information, and actual other environmental information of the environment where the secondary equipment is located and construct an information aggregate based on the obtained information; The weighted coefficients of different environmental information on the information aggregate are obtained, and the information is matched with the virtual port according to the size of the weighted coefficient. One virtual port is matched with one information aggregate, and the corresponding adjustment scheme is obtained through the virtual port.

2. The intelligent vector measurement method based on the online monitoring device of secondary equipment according to claim 1 is characterized in that: The steps of constructing the first database include: Physical environment information, including temperature information, humidity information, and electromagnetic information; Chemical environment information, including: corrosive gas information, dust and pollutant information; Other environmental information includes: vibration and impact information, and noise information.

3. The intelligent vector measurement method based on the online monitoring device of secondary equipment according to claim 1 is characterized in that: The step of constructing a virtual port based on the first database includes: Environmental information under different environments is obtained based on the first database, and the environmental information includes: temperature information, humidity information, electromagnetic information, corrosive gas information, dust and pollutant information, vibration and impact information, and noise information. A virtual port is constructed based on this information, and each virtual port has 7 synapses. The temperature information, humidity information, electromagnetic information, corrosive gas information, dust and pollutant information, vibration and impact information, and noise information are all recorded on one synapse, and each virtual port corresponds to an adjustment solution for solving the information recorded in the virtual port.

4. The intelligent vector measurement method based on the online monitoring device of secondary equipment according to claim 1 is characterized in that: The step of dividing a plurality of virtual ports into a plurality of groups according to weighted coefficients comprises: The weighted average formula of each port information is: is the weighted average of temperature information, humidity information, electromagnetic information, corrosive gas information, dust and pollutant information, vibration and impact information, and noise information for each port, a1 is the value of temperature information, n1 is the weight of temperature information, a2 is the value of humidity information, n2 is the weight of humidity information, a3 is the value of electromagnetic information, n3 is the weight of electromagnetic information, a4 is the value of corrosive gas information, n4 is the weight of corrosive gas information, a5 is the value of dust and pollutant information, n5 is the weight of dust and pollutant information, a6 is the value of vibration and impact information, n6 is the weight of vibration and impact information, a7 is the value of noise information, and n7 is the weight of noise information; Taking weight as a measurement standard, temperature information, humidity information, electromagnetic information, corrosive gas information, dust and pollutant information, vibration and shock information, and noise information are sorted according to the size of the weight, and all the sorted ports are grouped.

5. The intelligent vector measurement method based on the online monitoring device of secondary equipment according to claim 1 is characterized in that: The steps to construct an information aggregate include: The actual temperature information of the secondary equipment is measured in real time by a temperature measuring instrument, the actual temperature and humidity information of the secondary equipment is measured in real time by a humidity measuring instrument, the actual electromagnetic information of the secondary equipment is measured in real time by an electromagnetic measuring instrument, the actual corrosive gas information of the secondary equipment is measured by a corrosive gas detector and a corrosive gas flowmeter, the actual smoke information of the secondary equipment is measured by a dust particle counter, the actual vibration and impact information of the secondary equipment is measured by a vibration measuring instrument and an impact measuring instrument, and the actual noise information of the secondary equipment is measured by a noise detector. Based on the temperature information, humidity information, electromagnetic information, corrosive gas information, dust and pollutant information, vibration and impact information, and noise information, an information aggregate is formed. Each part of the information aggregate stores any one of the temperature information, humidity information, electromagnetic information, corrosive gas information, dust and pollutant information, vibration and impact information, and noise information, and the information aggregate is adapted to the virtual port.

6. The intelligent vector measurement method based on the online monitoring device of secondary equipment according to claim 1 is characterized in that: The steps of obtaining a corresponding adjustment solution through a virtual port include: Based on the sorting of the environmental information weights on the information aggregate, search is performed in the grouping of virtual ports, the group corresponding to the information aggregate is locked, and then the virtual port that is compatible with itself is retrieved from the group. Based on the virtual port, the adjustment plan recorded on the virtual port is obtained, and the adjustment of the online monitoring device of the secondary device is completed based on the adjustment plan.

7. The intelligent vector measurement method based on the online monitoring device of secondary equipment according to claim 1 is characterized in that: The temperature information, humidity information, electromagnetic information, corrosive gas information, dust and pollutant information, vibration and impact information, and noise information on the information aggregate are weighted and sorted. The virtual ports are also weighted and grouped, and the weighted information on the information aggregate is matched to the corresponding virtual port group.

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