Abrasion monitoring method and system for hot channel and related accessories

Abstract

According to the thermal channel and related accessory wear monitoring method and system provided by the invention, the specified number of target candidate themes matched with the equipment running accessory information are quickly selected based on the second accessory wear information description tag queue, and the corresponding accessory wear monitoring description result set is determined according to the target candidate themes. Therefore, according to the thermal channel and related accessory wear monitoring method provided by the invention, important element analysis can be performed on the acquired equipment operation accessory information, and the accessory wear information element description set is established according to the important element analysis result; the accessory wear information description label queue is updated according to the theme in the accessory wear information element description set, and the abnormal wear condition of the accessory can be accurately monitored, so that the accessory can be repaired or replaced in time, and the working efficiency of equipment is improved.

Description

TECHNICAL FIELD

[0001] The present application relates to the technical field of accessory wear data monitoring, in particular to a hot aisle and related accessory wear monitoring method and system. BACKGROUND

[0002] Hot aisle / cold aisle is a layout design of server racks and other computing devices in a data center. The hot aisle / cold aisle configuration aims to save energy and reduce cooling costs by managing air flow.

[0003] With the continuous development and progress of technology, when the temperature is low, the hot aisle needs to work uninterruptedly to ensure the stability of the temperature, so the hot aisle and related accessories need to work for a long time, which can ensure the stability of the hot aisle. However, long-term operation may cause wear and tear of related accessories. After the wear and tear of the accessories, the temperature may be unstable, or the equipment may stop running. Therefore, it is necessary to monitor the wear and tear of related accessories. However, how to accurately monitor is a difficult problem to solve at present. SUMMARY

[0004] To improve the technical problems in the related art, the present application provides a hot aisle and related accessory wear monitoring method and system.

[0005] In a first aspect, a hot aisle and related accessory wear monitoring method is provided, the method comprising: obtaining device running accessory information, the device running accessory information comprising one or more device object description information; performing important element analysis on the device running accessory information, and assembling a set of accessory wear information element descriptions corresponding to the device running accessory information according to the analysis result; determining the similarity of each device object description information in a plurality of candidate topics contained in a candidate accessory sample database, and assembling a first accessory wear information description tag queue corresponding to the device running accessory information according to the similarity; updating the first accessory wear information description tag queue in combination with the demand topics in the set of accessory wear information element descriptions to obtain a second accessory wear information description tag queue; quickly selecting a specified number of target candidate topics matching the device running accessory information according to the second accessory wear information description tag queue, and determining a corresponding accessory wear monitoring description result set according to the target candidate topics.

[0006] In the present application, the important element analysis of the equipment operation accessory information and the formation of the accessory wear information element description set corresponding to the equipment operation accessory information based on the analysis results include: performing important element analysis on the equipment operation accessory information, determining the important factors in the equipment operation accessory information and the similar elements of each equipment object description information, the important factors containing no less than two matching equipment object description information; forming the accessory wear information element description set with the important factors as the subject, and each equipment object description information and the corresponding similar elements as the subject.

[0007] In the present application, the first accessory wear information description label queue is an accessory wear information description label unit queue, and the updating of the first accessory wear information description label queue in combination with the demand topic in the accessory wear information element description set to obtain the second accessory wear information description label queue includes: determining in the first accessory wear information description label queue a plurality of first accessory wear information description label units corresponding to each demand topic in the accessory wear information element description set, the accessory wear information description label unit including a plurality of accessory abnormal operation element status descriptions; determining the second accessory wear information description label unit corresponding to each demand topic according to the matching relationship of each demand topic and the corresponding plurality of first accessory wear information description label units; converting the plurality of first accessory wear information description label units corresponding to each demand topic in the first accessory wear information description label queue into the corresponding second accessory wear information description label unit to obtain the second accessory wear information description label queue.

[0008] In the present application, the method of determining the second accessory wear information description label unit corresponding to each demand subject based on the matching relationship of each demand subject and the corresponding multiple first accessory wear information description label units includes: when the matching relationship of the demand subject is an existence relationship, determining the candidate accessory wear information description label unit with the least number of subjects among the multiple first accessory wear information description label units; determining the first accessory abnormal operation element status description in the candidate accessory wear information description label unit, and determining the matching accessory abnormal operation element status description in other accessory wear information description label units according to the first accessory abnormal operation element status description, the other accessory wear information description label unit being the accessory wear information description label unit in the multiple first accessory wear information description label units except the candidate accessory wear information description label unit; processing the parameters of the first accessory abnormal operation element status description and the parameters of the matching accessory abnormal operation element status description to obtain the second accessory abnormal operation element status description corresponding to the first accessory abnormal operation element status description; and determining the second accessory wear information description label unit corresponding to the demand subject in combination with the second accessory abnormal operation element status description.

[0009] In the present application, the method also includes: when the matching relationship of the demand subject does not exist, determining a third accessory abnormal operation element status description in each first accessory wear information description label unit to obtain multiple third accessory abnormal operation element status descriptions; processing the parameters of the multiple third accessory abnormal operation element status descriptions to obtain a fourth accessory abnormal operation element status description; and determining the second accessory wear information description label unit corresponding to the demand subject in combination with the fourth accessory abnormal operation element status description.

[0010] In the present application, the determination of the similarity of each device object description information in multiple candidate topics contained in the candidate accessories sample database includes: obtaining the probability of the target device object description information appearing in each candidate topic and the topic area of ​​each candidate topic; determining a first trusted weight parameter of the target device object description information in each candidate topic in combination with the probability of appearing in each candidate topic and the topic area of ​​each candidate topic; obtaining a first number of candidate topics and a second number of candidate topics containing the target device object description information in the candidate topics; determining a second trusted weight parameter of the target device object description information in each candidate topic in combination with the first number and the second number; determining the similarity of the target device object description information in each candidate topic in combination with the first trusted weight parameter and the second trusted weight parameter; traversing each device object description information to obtain the similarity of each device object description information in each candidate topic.

[0011] In the present application, the first accessory wear information description label queue corresponding to the device operation accessory information is formed according to the similarity, including: determining multiple target candidate topics that match the target device object description information among the multiple candidate topics, and establishing a topic record for each target candidate topic according to the distribution state; determining the target similarity of the target device object description information in each target candidate topic in combination with the similarity; forming the accessory wear information description label of the target device object description information based on the topic record of each target candidate topic and the target similarity; traversing each device object description information, generating the accessory wear information description label corresponding to each device object description information, and obtaining the first accessory wear information description label queue.

[0012] In the present application, the method also includes: dividing the accessory wear information description label corresponding to each device object description information into multiple accessory abnormal operation element status descriptions; determining the accessory abnormal operation element status description parameters of each accessory abnormal operation element status description based on the topic record of the topic contained in each accessory abnormal operation element status description and the similarity of the device object description information in the topic; updating the first accessory wear information description label queue according to the accessory abnormal operation element status description parameters of each accessory abnormal operation element status description.

[0013] In the present application, the method also includes: when it is identified that a new candidate topic is loaded in the candidate accessory sample database, determining the matching device object description information contained in the new candidate topic according to the one or more device object description information, and the matching device object description information belongs to the one or more device object description information; determining the similarity of each matching device object description information in the new candidate topic; recording the new candidate topic, and updating the first accessory wear information description label queue according to the record of the new candidate topic and the similarity of each matching device object description information in the new candidate topic.

[0014] In the present application, the method of quickly selecting a specified number of target candidate topics that match the device operation accessory information according to the second accessory wear information description tag queue, and determining the corresponding accessory wear monitoring description result set based on the target candidate topics, includes: splitting each accessory wear information description tag in the second accessory wear information description tag queue into multiple sub-accessory wear information description tags to obtain multiple sub-accessory wear information description tag queues; using multiple threads to quickly select candidate topics that match the device operation accessory information based on each sub-accessory wear information description tag queue at the same time to obtain multiple quick selection results; combining the multiple quick selection results to determine a specified number of target candidate topics that match the device operation accessory information, and determining the corresponding accessory wear monitoring description result set based on the target candidate topics.

[0015] In the present application, the method of quickly selecting a specified number of target candidate topics that match the equipment operation accessory information according to the second accessory wear information description tag queue, and determining the corresponding accessory wear monitoring description result set based on the target candidate topics, includes: performing important factor analysis on the equipment operation accessory information to determine the key features of the wear information contained in the equipment operation accessory information; quickly selecting a specified number of target candidate topics that match the equipment operation accessory information according to the key features of the wear information and the second accessory wear information description tag queue, and determining the corresponding accessory wear monitoring description result set based on the target candidate topics.

[0016] In a second aspect, a wear monitoring system for a hot channel and related accessories is provided, comprising a processor and a memory communicating with each other, wherein the processor is configured to read a computer program from the memory and execute the program to implement the above method.

[0017] The beneficial effects of a method and system for monitoring the wear of a heat channel and related accessories provided by an embodiment of the present application are as follows: by obtaining equipment operation accessory information, the equipment operation accessory information includes one or more equipment object description information; performing important element analysis on the equipment operation accessory information, and forming an accessory wear information element description set corresponding to the equipment operation accessory information based on the analysis results; determining the similarity of each equipment object description information in multiple candidate topics contained in a candidate accessory sample database, and forming a first accessory wear information description label queue corresponding to the equipment operation accessory information based on the similarity; updating the first accessory wear information description label queue according to the demand topic in the accessory wear information element description set to obtain a second accessory wear information description label queue; quickly selecting a specified number of target candidate topics that match the equipment operation accessory information based on the second accessory wear information description label queue, and determining the corresponding accessory wear monitoring description result set according to the target candidate topics. In this way, the heat channel and related accessories wear monitoring method provided by the present invention can perform important factor analysis on the acquired equipment operation accessories information, and form an accessories wear information element description set based on the results of the important factor analysis, and update the accessories wear information description tag queue according to the theme in the accessories wear information element description set, so as to accurately monitor the abnormal wear of accessories, so that the accessories can be repaired or replaced in time, thereby improving the working efficiency of the equipment. BRIEF DESCRIPTION OF THE DRAWINGS

[0018] In order to more clearly illustrate the technical solutions of the embodiments of the present application, the following is a brief introduction to the drawings required for use in the embodiments. It should be understood that the following drawings only show certain embodiments of the present application and therefore should not be regarded as limiting the region. For ordinary technicians in this field, other relevant drawings can be obtained based on these drawings without any creative work.

[0019] Figure 1 This is a flow chart of a method for monitoring wear of a heat channel and related accessories provided in an embodiment of the present application. DETAILED DESCRIPTION

[0020] In order to better understand the above technical solution, the technical solution of the present application is described in detail below through the accompanying drawings and specific embodiments. It should be understood that the embodiments of the present application and the specific features in the embodiments are detailed descriptions of the technical solution of the present application, rather than limitations on the technical solution of the present application. In the absence of conflict, the embodiments of the present application and the technical features in the embodiments can be combined with each other.

[0021] See also Figure 1 , shows a method for monitoring wear of a heat channel and related accessories, which may include the technical solutions described in the following steps 101-105.

[0022] Step 101: Obtain device operating accessory information.

[0023] The device operation accessory information includes one or more device object description information. (One or more device object description information can be understood as multiple accessory information)

[0024] The equipment operation accessory information is information outputted after the accessory is monitored by an accessory abnormality monitoring device (the accessory abnormality monitoring device includes: an ultrasonic monitored device and a monitoring device, etc.).

[0025] Step 102 : Analyze the important elements of the equipment operation accessory information, and construct an accessory wear information element description set corresponding to the equipment operation accessory information based on the analysis results.

[0026] In this invention, instead of directly selecting candidate topics based on the device object description information in the equipment operation accessory information, the present invention first performs a key element analysis on the equipment operation accessory information, and then uses the key element analysis results to refine the quick topic selection process. Specifically, the key element analysis of the equipment operation accessory information can be performed first, and based on the results of the key element analysis, a description set of accessory wear information elements corresponding to the equipment operation accessory information can be constructed.

[0027] Perform important factor analysis on the device operation accessory information. Specifically, a designated important factor analysis thread can be used for analysis. The important factor analysis thread can determine the specific meaning expressed by each device object description information in combination with the context of each device object description information, and then output the matching relationship between the device object description information contained in the device operation accessory information.

[0028] In a possible implementation, important elements of the equipment operation accessory information are analyzed, and a description set of accessory wear information elements corresponding to the equipment operation accessory information is constructed based on the analysis results, including the following contents.

[0029] 1. Analyze the important factors of the equipment operation accessory information to determine the important factors in the equipment operation accessory information and the similar factors of each equipment object description information. The important factors include no less than two matching equipment object description information.

[0030] 2. The accessory wear information element description set is constructed with the important factors as the theme, each equipment object description information and the corresponding similar elements as the theme.

[0031] Step 103 : determining the similarity of each device object description information in a plurality of candidate topics included in the candidate accessory sample database, and forming a first accessory wear information description tag queue corresponding to the device operation accessory information based on the similarity.

[0032] Among them, in one possible implementation embodiment, the accessory wear information description label queue corresponding to the device object description information can be pre-established. Specifically, multiple accessory wear information description label queues corresponding to the device object description information can be established based on all candidate topics in the candidate accessory sample database, and the accessory wear information description label queue can be updated.

[0033] In one possible implementation, determining the similarity of each device object description information in a plurality of candidate topics includes the following.

[0034] 1. Obtain the probability of the target device object description information appearing in each candidate topic and the topic area of ​​each candidate topic.

[0035] 2. Determine a first trust weight parameter of the target device object description information in each candidate topic based on the probability of the target device object description information appearing in each candidate topic and the topic area of ​​each candidate topic.

[0036] In an embodiment of the present invention, a method for determining the probability of device object description information appearing in a topic can be used to determine the trust weight of the device object description information in the topic. Specifically, for any target device object description information, the probability of its appearance in each candidate topic can be obtained. Then, the topic area of ​​each candidate topic is obtained, and the ratio of the probability of the target device object description information appearing in each candidate topic to the corresponding topic area is determined, and the trust weight of the target device object description information in each candidate topic can be obtained. Similarly, by traversing each device object description information, the trust weight of each device object description information in each candidate topic can be obtained.

[0037] The beneficial effect of the present application is that the first credibility weight parameter can be accurately determined by the probability of occurrence of multiple candidate topics and the subject areas of the candidate topics.

[0038] That is, in the present invention, the trust weight of the device object description information in the topic is proportional to the probability of the device object description information appearing in the topic, and inversely proportional to the topic area of ​​the topic corresponding to the device object description information.

[0039] In a possible implementation embodiment, the method for determining the trust weight of device object description information in a subject may further include the following content.

[0040] 3. Obtain a first number of candidate topics and a second number of candidate topics that contain target device object description information.

[0041] 4. Determine a second trust weight parameter of the target device object description information in each candidate topic based on the first quantity and the second quantity.

[0042] 5. Determine the similarity of the target device object description information in each candidate topic based on the first trust weight parameter and the second trust weight parameter.

[0043] 6. Traverse each device object description information and obtain the similarity of each device object description information in each candidate topic.

[0044] The beneficial effect of the present application is that the second trust weight parameter can be accurately determined by the first quantity and the second quantity, thereby ensuring the reliability of the similarity.

[0045] In a possible implementation embodiment, a first accessory wear information description tag queue corresponding to the device operation accessory information is formed based on similarity, including the following content.

[0046] A. Determine multiple target candidate topics that match the target device object description information from multiple candidate topics, and create a topic record for each target candidate topic according to the distribution state.

[0047] B. Determine the target similarity of the target device object description information in each target candidate topic based on the similarity.

[0048] C. Based on the topic record of each target candidate topic and the target similarity, the accessory wear information description tag of the target device object description information is constructed.

[0049] D. Traverse each device object description information, generate an accessory wear information description tag corresponding to each device object description information, and obtain a first accessory wear information description tag queue.

[0050] The beneficial effect of the present application is that a specific method for establishing a queue of accessory wear information description labels is provided. As mentioned above, the accessory wear information description label queue contains accessory wear information description labels corresponding to multiple device object description information. Here, any target device object description information is taken as an example to introduce the process of establishing the accessory wear information description label corresponding to the target device object description information. Then, by traversing each device object description information, the accessory wear information description label corresponding to each device object description information can be obtained, and then the accessory wear information description label queue corresponding to the device operation accessory information is obtained. Among them, the process of establishing the accessory wear information description label can be completed offline before receiving the device operation accessory information. When quickly selecting, the inverted queue corresponding to the device operation accessory information can be searched in the inverted queue according to the device operation accessory information, thereby improving the efficiency of quick selection of topics.

[0051] In a possible implementation example, the method for establishing the accessory wear information description tag queue in the present invention may further include the following content.

[0052] E. Divide the accessory wear information description label corresponding to each device object description information into multiple accessory abnormal operation element status descriptions.

[0053] F. Determine the accessory abnormal operation element state description parameters of each accessory abnormal operation element state description based on the subject record of the subject contained in each accessory abnormal operation element state description and the similarity of the device object description information in the subject.

[0054] G. Update the first accessory wear information description tag queue according to the accessory abnormal operation element state description parameters of each accessory abnormal operation element state description.

[0055] Specifically, the accessory wear information description tag corresponding to each device object description in the aforementioned accessory wear information description tag queue can be divided to obtain multiple accessory abnormal operation factor status descriptions. Then, for each accessory abnormal operation factor status description, the accessory abnormal operation factor status description parameters of the accessory abnormal operation factor status description are determined.

[0056] The beneficial effect of the present application is that the abnormal operation element state description parameters of each abnormal operation element state description of the accessory can be accurately determined through multiple abnormal operation element state descriptions of the accessory.

[0057] In a possible embodiment, the method for monitoring wear of a heat channel and related accessories provided by the present invention also includes the following content.

[0058] H. When it is recognized that a new candidate topic is loaded into the candidate accessory sample database, matching device object description information included in the new candidate topic is determined based on one or more device object description information, where the matching device object description information belongs to the one or more device object description information.

[0059] I. Determine the similarity of each matching device object description information in the newly added candidate topics.

[0060] J. Record the newly added candidate topics, and update the first accessory wear information description tag queue based on the record of the newly added candidate topics and the similarity of each matching device object description information in the newly added candidate topics.

[0061] Among them, in this embodiment, real-time updating of candidate topics can be supported, and the accessory wear information description tag queue can be refreshed according to the updated candidate accessory sample database. Specifically, when a new candidate topic is identified as being added to the candidate accessory sample database, the newly added candidate topic is monitored for device object description information included in the device operation accessory information. If it is identified that one or several device object description information included in the device operation accessory information exists in the newly added candidate topic, the one or several device object description information is determined as matching device object description information. Then, the similarity of these several matching device object description information in the newly added candidate topic is determined one by one. The specific determination method can refer to the aforementioned method for determining the similarity of the device object description information in the candidate topic, and will not be repeated here.

[0062] The beneficial effect of the present application is that it avoids the problem of inaccurate similarity in matching device object description information, thereby ensuring the accuracy of the similarity update of the first accessory wear information description tag queue.

[0063] When the accessory wear information description tag corresponding to the matching device object description information is an accessory wear information description tag unit, the newly added candidate topic can be loaded into the last accessory abnormal operation element status description of the accessory wear information description tag unit of the matching device object description information.

[0064] Step 104 : Update the first accessory wear information description tag queue according to the demand topic in the accessory wear information element description set to obtain a second accessory wear information description tag queue.

[0065] After generating a corresponding accessory wear information description tag queue for the device operation accessory information based on the similarity of the device object description information in each candidate topic, the generated accessory wear information description tag queue can be further updated based on the required topics in the accessory wear information element description set to obtain a new accessory wear information description tag queue. To distinguish the accessory wear information description tag queues before and after the update, the accessory wear information description tag queue before the update is designated as the first accessory wear information description tag queue, and the accessory wear information description tag queue after the update is designated as the second accessory wear information description tag queue. The accessory wear information description tag queue here can be a accessory wear information description tag unit queue.

[0066] In a possible implementation embodiment, the first accessory wear information description tag queue is updated according to the demand topic in the accessory wear information element description set to obtain the second accessory wear information description tag queue, which includes the following content.

[0067] 1. Determine multiple first accessory wear information description label units corresponding to each demand topic in the accessory wear information element description set in the first accessory wear information description label queue. The accessory wear information description label unit includes multiple accessory abnormal operation element status descriptions.

[0068] 2. Determine the second accessory wear information description label unit corresponding to each demand theme according to the matching relationship of each demand theme and the corresponding multiple first accessory wear information description label units.

[0069] 3. Convert multiple first accessory wear information description label units corresponding to each demand topic in the first accessory wear information description label queue into corresponding second accessory wear information description label units to obtain a second accessory wear information description label queue.

[0070] The first accessory wear information description tag queue is updated based on the demand topics in the accessory wear information element description set. Specifically, multiple accessory wear information description tags corresponding to each demand topic can be determined in the first accessory wear information description tag queue based on the demand topics in the accessory wear information element description set. Then, the multiple accessory wear information description tags are updated based on the matching relationships in the demand topics to obtain a single accessory wear information description tag corresponding to each demand topic. To distinguish between the accessory wear information description tags before and after the update, the multiple accessory wear information description tags corresponding to the demand topics in the first accessory wear information description tag queue can be referred to as first accessory wear information description tags, and the accessory wear information description tag obtained by updating the multiple first accessory wear information description tags based on the matching relationships in the demand topics can be referred to as second accessory wear information description tags.

[0071] Furthermore, multiple first accessory wear information description tags in the first accessory wear information description tag queue can be updated with their corresponding second accessory wear information description tags. Then, each demand topic in the accessory wear information element description set is traversed, and the multiple first accessory wear information description tags corresponding to each demand topic are replaced with their corresponding second accessory wear information description tags, thereby updating the first accessory wear information description tag queue and obtaining an updated second accessory wear information description tag queue.

[0072] The beneficial effect of the present application is: analyzing the status descriptions of abnormal operating elements of multiple accessories, so that analysis can be performed from multiple levels, thereby ensuring the accuracy of the second accessory wear information description label queue.

[0073] In a possible implementation embodiment, the second accessory wear information description label unit corresponding to each demand theme is determined according to the matching relationship of each demand theme and the corresponding multiple first accessory wear information description label units, including the following content.

[0074] 2.1. When the matching relationship of the required subject is an existence relationship, determine a candidate accessory wear information description label unit with the least number of subjects among the plurality of first accessory wear information description label units.

[0075] 2.2. Determine the abnormal operation element status description of the first accessory in the candidate accessory wear information description label unit, and determine the matching abnormal operation element status description of the accessory in other accessory wear information description label units based on the abnormal operation element status description of the first accessory. The other accessory wear information description label units are the accessory wear information description label units in multiple first accessory wear information description label units except the candidate accessory wear information description label unit.

[0076] 2.3. Process the parameters of the first accessory abnormal operation element state description and the parameters of the matching accessory abnormal operation element state description to obtain a second accessory abnormal operation element state description corresponding to the first accessory abnormal operation element state description.

[0077] 2.4. Determine the second accessory wear information description tag unit corresponding to the requirement topic based on the description of the abnormal operation element state of the second accessory.

[0078] Among them, the matching relationship corresponding to the demand theme in the accessory wear information element description set can be an existence relationship or a non-existence relationship. When the demand theme is an existence relationship, that is, the device object description information forms a phrase relationship and needs to be recalled at the same time. Determine the accessory wear information description label with the least number of topics in the multiple block inverted lists corresponding to the demand theme as the candidate accessory wear information description label unit. Then, determine any first accessory abnormal operation element state description in the candidate accessory wear information description label unit, and then determine the matching accessory abnormal operation element state description corresponding to the first accessory abnormal operation element state description in other accessory wear information description label units except the candidate accessory wear information description label unit in the first block index. Among them, the matching accessory abnormal operation element state description can be one or more.

[0079] After determining the matching accessory abnormal operation element state description corresponding to the first accessory abnormal operation element state description, the accessory abnormal operation element state description parameters of the first accessory abnormal operation element state description and the accessory abnormal operation element state description parameters of the matching accessory abnormal operation element state description are processed to obtain a second accessory abnormal operation element state description corresponding to the first accessory abnormal operation element state description. Specifically, the accessory abnormal operation element state description parameters of the first accessory abnormal operation element state description and the accessory abnormal operation element state description parameters of the matching accessory abnormal operation element state description can be processed to determine the maximum value of the similarity of the matching accessory abnormal operation element state description in each first accessory wear information description tag unit, and then these maximum values ​​of similarity are processed with the similarity of the aforementioned first accessory abnormal operation element state description to obtain the similarity of the second accessory abnormal operation element state description.

[0080] Then, each first accessory abnormal operation element state description in the candidate accessory wear information description tag unit is traversed to obtain the corresponding second accessory abnormal operation element state description for each first accessory abnormal operation element state description. All second accessory abnormal operation element state descriptions are combined to obtain the second accessory wear information description tag unit corresponding to the required topic.

[0081] The beneficial effects of the present application are: improving the matching relationship of each demand theme and the inaccuracy problem in the corresponding multiple first accessory wear information description label units, so that the second accessory wear information description label unit corresponding to each demand theme can be accurately determined.

[0082] In a possible embodiment, the method for monitoring wear of a heat channel and related accessories provided by the present invention also includes the following content.

[0083] 2.5、When the matching relationship of the demand theme is the non-existence relationship, a third accessory abnormal operation element state description is determined in each first accessory wear information description label unit, and a plurality of third accessory abnormal operation element state descriptions are obtained.

[0084] 2.6、Parameters of the plurality of third accessory abnormal operation element state descriptions are processed to obtain a fourth accessory abnormal operation element state description.

[0085] 2.7、The second accessory wear information description label unit corresponding to the demand theme is determined according to the fourth accessory abnormal operation element state description.

[0086] When the matching relationship of the demand theme is the non-existence relationship, a plurality of inverted queues corresponding to the demand theme can be determined, and a third accessory abnormal operation element state description in the inverted queues is determined. The third accessory abnormal operation element state description can be the accessory abnormal operation element state description pointed to by the current pointer.

[0087] Further, the plurality of third accessory abnormal operation element state descriptions are processed. Specifically, the minimum value of the initial theme in the accessory abnormal operation element state description parameter of the third accessory abnormal operation element state description is taken as the initial theme of the fourth accessory abnormal operation element state description, the maximum value of the termination theme in the accessory abnormal operation element state description parameter of the third accessory abnormal operation element state description is taken as the termination theme of the fourth accessory abnormal operation element state description, and the maximum value of the similarity in the accessory abnormal operation element state description parameter of the third accessory abnormal operation element state description is taken as the similarity of the fourth accessory abnormal operation element state description. Thus, the fourth accessory abnormal operation element state description obtained by processing the third accessory abnormal operation element state description can be determined. Further, the second accessory wear information description label unit can be determined according to the fourth accessory abnormal operation element state description.

[0088] The application has the following beneficial effects: the plurality of third accessory abnormal operation element state descriptions are accurately obtained, and the accuracy of the second accessory wear information description label unit is improved.

[0089] In step 105, a specified number of target candidate themes matching the equipment operation accessory information are quickly selected based on the second accessory wear information description label queue, and a corresponding accessory wear monitoring description result set is determined according to the target candidate themes.

[0090] The target candidate theme can be understood as data to be classified.

[0091] In another possible embodiment, the step of determining the corresponding accessory wear monitoring description result set according to the target candidate theme is further limited.

[0092] The target candidate topics are clustered to obtain a corresponding accessory wear monitoring description result set.

[0093] In a possible implementation, the second accessory wear information description tag queue is used to quickly select a specified number of target candidate topics matching the equipment running accessory information, and a corresponding accessory wear monitoring description result set is determined according to the target candidate topics.

[0094] 1. Each accessory wear information description tag in the second accessory wear information description tag queue is split into a plurality of sub-accessory wear information description tags to obtain a plurality of sub-accessory wear information description tag queues.

[0095] 2. A plurality of threads are used to simultaneously quickly select candidate topics matching the equipment running accessory information based on each sub-accessory wear information description tag queue to obtain a plurality of quick selection results.

[0096] 3. A specified number of target candidate topics matching the equipment running accessory information are determined according to the plurality of quick selection results, and a corresponding accessory wear monitoring description result set is determined according to the target candidate topics.

[0097] The application has the beneficial effect of improving the problem that the second accessory wear information description tag queue cannot accurately quickly select a specified number of target candidate topics matching the equipment running accessory information, so that the corresponding accessory wear monitoring description result set can be accurately determined through the target candidate topics.

[0098] In a possible implementation, the second accessory wear information description tag queue is used to quickly select a specified number of target candidate topics matching the equipment running accessory information, and a corresponding accessory wear monitoring description result set is determined according to the target candidate topics.

[0099] A. Important element analysis is performed on the equipment running accessory information to determine wear information key features contained in the equipment running accessory information.

[0100] B. The second accessory wear information description tag queue is used to quickly select a specified number of target candidate topics matching the equipment running accessory information based on the wear information key features, and a corresponding accessory wear monitoring description result set is determined according to the target candidate topics.

[0101] Alternatively, in some cases, after determining the key characteristics of wear information in the equipment operating accessory information, candidate topics can be selected based on these key characteristics, retaining only those containing these key characteristics as candidate topics. A queue of accessory wear information description tags can then be reorganized for rapid selection, resulting in a specified number of target candidate topics that match the equipment operating accessory information. Based on these target candidate topics, a corresponding accessory wear monitoring description result set can be determined.

[0102] The beneficial effect of the present application is that by accurately obtaining the key features of the wear information contained in the equipment operation accessories information, the accuracy of the corresponding accessories wear monitoring description result set determined by the target candidate subject is guaranteed.

[0103] The beneficial effects of the present application are as follows: the thermal channel and related accessories wear monitoring method provided by the embodiment of the present invention obtains equipment operation accessories information, and the equipment operation accessories information includes one or more equipment object description information; performs important element analysis on the equipment operation accessories information, and forms an accessories wear information element description set corresponding to the equipment operation accessories information based on the analysis results; determines the similarity of each equipment object description information in multiple candidate topics contained in the candidate accessories sample database, and forms a first accessories wear information description label queue corresponding to the equipment operation accessories information based on the similarity; updates the first accessories wear information description label queue according to the demand topic in the accessories wear information element description set to obtain a second accessories wear information description label queue; quickly selects a specified number of target candidate topics that match the equipment operation accessories information based on the second accessories wear information description label queue, and determines the corresponding accessories wear monitoring description result set according to the target candidate topics.

[0104] In this way, the heat channel and related accessories wear monitoring method provided by the present invention can perform important factor analysis on the acquired equipment operation accessories information, and form an accessories wear information element description set based on the results of the important factor analysis, and update the accessories wear information description tag queue according to the theme in the accessories wear information element description set, so as to accurately monitor the abnormal wear of accessories, so that the accessories can be repaired or replaced in time, thereby improving the working efficiency of the equipment, thereby improving the work efficiency of subsequent work.

[0105] Based on the above, a device for monitoring wear of a heat channel and related accessories is provided, the device comprising:

[0106] A data acquisition module is used to acquire device operation accessory information, wherein the device operation accessory information includes one or more device object description information;

[0107] A data analysis module, configured to analyze important elements of the equipment operation accessory information and to construct an accessory wear information element description set corresponding to the equipment operation accessory information based on the analysis results;

[0108] a queue forming module, configured to determine the similarity of each device object description information in a plurality of candidate topics included in the candidate parts sample database, and to form a first parts wear information description tag queue corresponding to the device operating parts information according to the similarity;

[0109] A queue updating module is configured to update the first accessory wear information description tag queue based on the demand topic in the accessory wear information element description set to obtain a second accessory wear information description tag queue;

[0110] The category determination module is used to quickly select a specified number of target candidate topics that match the equipment operation accessory information according to the second accessory wear information description tag queue, and determine the corresponding accessory wear monitoring description result set based on the target candidate topics.

[0111] Based on the above, a wear monitoring system for a hot channel and related accessories is shown, which includes a processor and a memory that communicate with each other. The processor is used to read a computer program from the memory and execute it to implement the above method.

[0112] Based on the above, a computer-readable storage medium is also provided, on which a computer program stored implements the above method when running.

[0113] In summary, based on the above scheme, by acquiring equipment running accessory information, the equipment running accessory information includes one or more equipment object description information; the equipment running accessory information is analyzed for important elements, and a set of accessory wear information element descriptions corresponding to the equipment running accessory information is established according to the analysis result; the similarity of each equipment object description information in a plurality of candidate topics contained in the candidate accessory sample database is determined, and a first accessory wear information description label queue corresponding to the equipment running accessory information is established based on the similarity; the first accessory wear information description label queue is updated according to the demand topic in the accessory wear information element description set, and a second accessory wear information description label queue is obtained; based on the second accessory wear information description label queue, a specified number of target candidate topics matched with the equipment running accessory information are quickly selected, and a corresponding accessory wear monitoring description result set is determined according to the target candidate topic. Therefore, the hot channel and related accessory wear monitoring method provided by the present application can analyze the important elements of the obtained equipment running accessory information, establish the accessory wear information element description set according to the result of the important element analysis, update the accessory wear information description label queue according to the topic in the accessory wear information element description set, accurately monitor the abnormal wear of the accessory, and thus repair or replace the accessory in time, improving the working efficiency of the equipment.

[0114] It should be understood that the system and its modules shown above can be implemented in various ways. For example, in some embodiments, the system and its modules can be implemented by hardware, software, or a combination of software and hardware. The hardware part can be implemented by special logic; the software part can be stored in a memory and executed by a suitable instruction execution system, such as a microprocessor or a specially designed hardware. Those skilled in the art can understand that the above method and system can be implemented using computer executable instructions and / or included in processor control code, such as provided on a carrier medium, such as a magnetic disk, CD or DVD-ROM, a programmable memory, such as a read-only memory (firmware), or a data carrier, such as an optical or electronic signal carrier. The system and its modules of the present application can not only have hardware circuit implementation, such as very large scale integrated circuit or gate array, semiconductor, such as logic chip, transistor, or programmable hardware device, such as field programmable gate array, programmable logic device, but also can be implemented by software, for example, executed by various types of processors, and also can be implemented by a combination of the above hardware circuit and software (for example, firmware).

[0115] It should be noted that different embodiments can have different beneficial effects, and in different embodiments, the beneficial effects that can be produced can be any one or a combination of the above, or any other beneficial effect that can be obtained.

[0116] The basic concepts have been described above. It will be apparent to those skilled in the art that the detailed disclosure above is merely illustrative and does not constitute a limitation of this application. Although not explicitly stated herein, those skilled in the art may make various modifications, improvements, and amendments to this application. Such modifications, improvements, and amendments are suggested in this application and remain within the spirit and scope of the exemplary embodiments of this application.

[0117] At the same time, this application uses specific terms to describe the embodiments of this application. For example, "one embodiment," "an embodiment," and / or "some embodiments" refer to a certain feature, structure, or characteristic related to at least one embodiment of this application. Therefore, it should be emphasized and noted that "one embodiment," "an embodiment," or "an alternative embodiment" mentioned twice or multiple times in different locations in this specification does not necessarily refer to the same embodiment. In addition, certain features, structures, or characteristics in one or more embodiments of this application may be appropriately combined.

[0118] In addition, it will be understood by those skilled in the art that various aspects of the present application can be illustrated and described by a number of patentable categories or situations, including any new and useful process, machine, product or combination of substances, or any new and useful improvements thereto. Accordingly, each aspect of the present application can be performed entirely by hardware, entirely by software (including firmware, resident software, microcode, etc.), or by a combination of hardware and software. The above hardware or software may be referred to as a "data block", "module", "engine", "unit", "component" or "system". In addition, various aspects of the present application may be expressed as a computer product located in one or more computer-readable media, which includes computer-readable program code.

[0119] A computer storage medium may include a propagated data signal embodying the computer program code, for example, in baseband or as part of a carrier wave. The propagated signal may be in a variety of forms, including electromagnetic, optical, or any suitable combination thereof. A computer storage medium may be any computer-readable medium other than a computer-readable storage medium that can be connected to an instruction execution system, apparatus, or device to communicate, propagate, or transfer the program for use. The program code on the computer storage medium may be transmitted via any suitable medium, including radio, cable, fiber optic cable, RF, or similar media, or any combination of these.

[0120] The computer program code required for the operation of each part of the present application can be written in any one or more programming languages, including object-oriented programming languages ​​such as Java, Scala, Smalltalk, Eiffel, JADE, Emerald, C++, C#, VB.NET, Python, etc., conventional procedural programming languages ​​such as C language, Visual Basic, Fortran 2003, Perl, COBOL 2002, PHP, ABAP, dynamic programming languages ​​such as Python, Ruby and Groovy, or other programming languages. The program code can be run entirely on the user's computer, or as a separate software package on the user's computer, or partly on the user's computer and partly on a remote computer, or entirely on a remote computer or server. In the latter case, the remote computer can be connected to the user's computer through any network form, such as a local area network (LAN) or a wide area network (WAN), or connected to an external computer (e.g., via the Internet), or in a cloud computing environment, or used as a service such as software as a service (SaaS).

[0121] In addition, unless expressly stated in the claims, the order of the processing elements and sequences described in this application, the use of alphanumeric characters, or the use of other names are not intended to limit the order of the processes and methods of this application. Although the above disclosure discusses some of the invention embodiments currently considered useful through various examples, it should be understood that such details are only for illustrative purposes, and the attached claims are not limited to the disclosed embodiments. On the contrary, the claims are intended to cover all modifications and equivalent combinations that are consistent with the essence and scope of the embodiments of this application. For example, although the system components described above can be implemented by hardware devices, they can also be implemented only by software solutions, such as installing the described system on an existing server or mobile device.

[0122] Similarly, it should be noted that, in order to simplify the presentation of this application and thus facilitate understanding of one or more embodiments of the invention, the foregoing descriptions of the embodiments of this application sometimes combine multiple features into a single embodiment, figure, or description thereof. However, this disclosure method does not mean that the subject matter of this application requires more features than those recited in the claims. In fact, an embodiment may have fewer features than all of the features of a single embodiment disclosed above.

[0123] In some embodiments, numbers describing the number of components and elements are used. It should be understood that such numbers used in the description of the embodiments are modified by the modifiers "about", "approximately" or "substantially" in some examples. Unless otherwise stated, "about", "approximately" or "substantially" indicate that the numbers allow adaptive changes. Accordingly, in some embodiments, the numerical parameters used in the specification and claims are approximate values, which can be changed according to the required features of individual embodiments. In some embodiments, the numerical parameters should take into account the specified significant digits and adopt the general method of retaining digits. Although the numerical domains and parameters used to confirm the breadth of their regions in some embodiments of the present application are approximate values, in specific embodiments, the settings of such numerical values ​​are as accurate as possible within the feasible region.

[0124] Each patent, patent application, patent application disclosure, and other materials, such as articles, books, instructions, publications, documents, etc., cited in this application is hereby incorporated by reference in its entirety. Except for any application history documents that are inconsistent with or conflict with the content of this application, documents that limit the broadest area of ​​the claims of this application (currently or subsequently attached to this application) are also excluded. It should be noted that if the descriptions, definitions, and / or use of terms in the accompanying materials of this application are inconsistent or conflicting with the content of this application, the descriptions, definitions, and / or use of terms in this application shall prevail.

[0125] Finally, it should be understood that the embodiments described in this application are intended only to illustrate the principles of the embodiments of this application. Other variations may also fall within the scope of this application. Therefore, by way of example and not limitation, alternative configurations of the embodiments of this application may be considered consistent with the teachings of this application. Accordingly, the embodiments of this application are not limited to the embodiments explicitly introduced and described in this application.

[0126] The above are merely embodiments of the present application and are not intended to limit the present application. For those skilled in the art, the present application may have various modifications and variations. Any modifications, equivalent replacements, improvements, etc. made within the spirit and principles of the present application should be included within the scope of the claims of the present application.

Claims

1. A method for monitoring wear of a heat channel and related accessories, characterized in that: The method comprises: Obtaining device operation accessory information, wherein the device operation accessory information includes one or more device object description information; Analyzing important elements of the equipment operation accessory information, and forming an accessory wear information element description set corresponding to the equipment operation accessory information according to the analysis results; Determine the similarity of each device object description information in a plurality of candidate topics included in the candidate accessory sample database, and form a first accessory wear information description tag queue corresponding to the device operation accessory information according to the similarity; Update the first accessory wear information description tag queue in combination with the demand topic in the accessory wear information element description set to obtain a second accessory wear information description tag queue; According to the second accessory wear information description tag queue, a specified number of target candidate topics that match the device operation accessory information are quickly selected, and a corresponding accessory wear monitoring description result set is determined based on the target candidate topics.

2. The method according to claim 1, characterized in that The analyzing of important elements of the equipment operation accessory information and forming an accessory wear information element description set corresponding to the equipment operation accessory information according to the analysis result includes: Performing an important factor analysis on the device operation accessory information to determine important factors in the device operation accessory information and similar factors of each device object description information, wherein the important factors include no less than two matching device object description information; An accessory wear information element description set is constructed with the important factors as the subject, and each device object description information and the corresponding similar elements as the subject.

3. The method according to claim 1, characterized in that The first accessory wear information description tag queue is an accessory wear information description tag unit queue. The updating of the first accessory wear information description tag queue in combination with the demand topic in the accessory wear information element description set to obtain the second accessory wear information description tag queue includes: Determining, in the first accessory wear information description tag queue, a plurality of first accessory wear information description tag units corresponding to each demand topic in the accessory wear information element description set, wherein the accessory wear information description tag unit includes a plurality of accessory abnormal operation element state descriptions; Determine the second accessory wear information description label unit corresponding to each demand theme according to the matching relationship of each demand theme and the corresponding plurality of first accessory wear information description label units; Convert multiple first accessory wear information description label units corresponding to each demand topic in the first accessory wear information description label queue into corresponding second accessory wear information description label units to obtain a second accessory wear information description label queue.

4. The method according to claim 3, characterized in that The determining of the second accessory wear information description label unit corresponding to each demand theme according to the matching relationship of each demand theme and the corresponding plurality of first accessory wear information description label units includes: When the matching relationship of the required subject is an existence relationship, determining a candidate accessory wear information description label unit having the least number of subjects among the plurality of first accessory wear information description label units; Determining a first accessory abnormal operation factor state description in the candidate accessory wear information description label unit, and determining matching accessory abnormal operation factor state descriptions in other accessory wear information description label units according to the first accessory abnormal operation factor state description, wherein the other accessory wear information description label units are accessory wear information description label units other than the candidate accessory wear information description label unit among the multiple first accessory wear information description label units; Processing the parameters of the first accessory abnormal operation element state description and the parameters of the matching accessory abnormal operation element state description to obtain a second accessory abnormal operation element state description corresponding to the first accessory abnormal operation element state description; The second accessory wear information description tag unit corresponding to the demand theme is determined in combination with the description of the abnormal operation element state of the second accessory.

5. The method according to claim 4, characterized in that The method further includes: when the matching relationship of the requirement subject is no relationship, determining a third accessory abnormal operation element state description in each first accessory wear information description tag unit to obtain a plurality of third accessory abnormal operation element state descriptions; Processing the parameters of the plurality of third accessory abnormal operation element state descriptions to obtain a fourth accessory abnormal operation element state description; The second accessory wear information description tag unit corresponding to the demand theme is determined in combination with the fourth accessory abnormal operation element state description.

6. The method according to claim 1, characterized in that Determining the similarity of each device object description information in a plurality of candidate topics included in the candidate accessory sample database includes: Obtaining a probability of the target device object description information appearing in each candidate topic and a subject area of ​​each candidate topic; determining a first trust weight parameter of the target device object description information in each candidate topic based on the probability of the target device object description information appearing in each candidate topic and the subject area of ​​each candidate topic; Obtain a first number of candidate topics and a second number of candidate topics that contain the target device object description information; Determine a second trust weight parameter of the target device object description information in each candidate topic by combining the first number and the second number; Determine the similarity of the target device object description information in each candidate topic by combining the first trust weight parameter and the second trust weight parameter; Traverse each device object description information to obtain the similarity of each device object description information in each candidate topic.

7. The method according to claim 1, characterized in that The forming of a first accessory wear information description tag queue corresponding to the device operation accessory information according to the similarity includes: Determine a plurality of target candidate topics that match the target device object description information from the plurality of candidate topics, and create a topic record for each target candidate topic according to a distribution state; Determining a target similarity of the target device object description information in each target candidate topic based on the similarity; and forming an accessory wear information description tag of the target device object description information based on the topic record of each target candidate topic and the target similarity; Traversing each device object description information, generating an accessory wear information description tag corresponding to each device object description information, and obtaining a first accessory wear information description tag queue; The method further comprises: Divide the accessory wear information description tag corresponding to each device object description information into multiple accessory abnormal operation element status descriptions; Determine the accessory abnormal operation element state description parameter of each accessory abnormal operation element state description based on the subject record of the subject included in each accessory abnormal operation element state description and the similarity of the device object description information in the subject; Update the first accessory wear information description tag queue according to the accessory abnormal operation element state description parameter of each accessory abnormal operation element state description; The method further includes: when identifying that a new candidate topic is loaded into the candidate accessory sample database, determining matching device object description information included in the new candidate topic according to the one or more device object description information, the matching device object description information belonging to the one or more device object description information; Determine the similarity of each matching device object description information in the newly added candidate topics; The newly added candidate topics are recorded, and the first accessory wear information description tag queue is updated according to the record of the newly added candidate topics and the similarity of each matching device object description information in the newly added candidate topics.

8. The method according to claim 1, characterized in that The method of quickly selecting a specified number of target candidate topics that match the device operation accessory information according to the second accessory wear information description tag queue, and determining a corresponding accessory wear monitoring description result set according to the target candidate topics, includes: Splitting each accessory wear information description tag in the second accessory wear information description tag queue into multiple sub-accessory wear information description tags to obtain multiple sub-accessory wear information description tag queues; Multiple threads are used to quickly select candidate topics that match the device's operating accessory information based on each sub-accessory wear information description tag queue, thereby obtaining multiple quick selection results. A specified number of target candidate topics matching the equipment operation accessory information are determined in combination with the multiple quick selection results, and a corresponding accessory wear monitoring description result set is determined based on the target candidate topics.

9. The method according to claim 1, characterized in that The method of quickly selecting a specified number of target candidate topics that match the device operation accessory information according to the second accessory wear information description tag queue, and determining a corresponding accessory wear monitoring description result set according to the target candidate topics, includes: Performing an important factor analysis on the equipment operation accessory information to determine key features of wear information contained in the equipment operation accessory information; According to the key features of the wear information and the second accessory wear information description tag queue, a specified number of target candidate topics that match the equipment operation accessory information are quickly selected, and the corresponding accessory wear monitoring description result set is determined based on the target candidate topics.

10. A wear monitoring system for heat channel and related accessories, characterized in that: The invention comprises a processor and a memory communicating with each other, wherein the processor is used to read a computer program from the memory and execute the computer program to implement the method according to any one of claims 1 to 9.

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