CN117217460A - Inspection scheme generation method and device, electronic equipment and storage medium - Google Patents
Inspection scheme generation method and device, electronic equipment and storage medium Download PDFInfo
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Abstract
The invention provides a method, a device, electronic equipment and a storage medium for generating a patrol scheme, wherein patrol data of a target station to be patrol is obtained; analyzing the historical inspection data to generate inspection analysis results corresponding to each type of equipment; based on historical inspection data, acquiring inspection characteristics, wherein the inspection characteristics at least comprise position information and special equipment information of a target station to be inspected; obtaining a first inspection scheme based on the inspection characteristics and the inspection analysis result; and carrying out optimization updating processing on the first inspection scheme by adopting the availability data to obtain the target inspection scheme. According to the invention, based on the historical inspection data and the availability data of the target station to be inspected, an inspection scheme closer to the target station to be inspected can be generated, and the first inspection scheme is optimized and updated through the availability data, so that the generated inspection scheme can avoid abnormal conditions occurring in real time, the inspection cost is reduced, and the inspection efficiency is improved.
Description
Technical Field
The present invention relates to the field of information processing technologies, and in particular, to a method and apparatus for generating a routing inspection scheme, an electronic device, and a storage medium.
Background
In a dangerous chemical storage scene or a high-precision instrument use scene, the dangerous chemical storage scene needs to be inspected for a long time so as to avoid the danger of the scene and realize the normal use of the scene. In order to ensure that the inspection work of the scene is in place, the related technology adopts inspection personnel to perform cross inspection, and the inspection work is completed by photographing and video recording the scene or equipment or performing cross-region inspection and other modes.
However, in some high-frequency inspection scenarios, for example, due to the rise of a large number of rechargeable automobiles in recent years, a large number of charging stations exist at present, and based on the electric automobile charging station operation management Specification, charging stations requiring manual charging service are required, the inspection frequency is not lower than once a day.
Aiming at the inspection of the low-frequency or high-frequency scene, the inspection frequency may be insufficient through personnel inspection, potential problems cannot be found in time, or the problems caused by the fact that the data record is not standard or the equipment is not maintained in time during personnel inspection are further deteriorated, and the personnel inspection scheme lacks a comprehensive management system, so that the inspection result is difficult to analyze and improve.
Based on the above problems, the present invention proposes a method for generating a patrol scheme to solve the above problems.
Disclosure of Invention
The invention provides a method, a device, electronic equipment and a storage medium for generating a patrol scheme, which are used for solving the problems of negligence and omission of operation caused by the manual patrol scheme.
In a first aspect of the embodiment of the present invention, a method for generating a routing inspection scheme is provided, where the method includes:
acquiring inspection data of a target station to be inspected, wherein the target station to be inspected comprises a plurality of types of equipment, and the inspection data at least comprises historical inspection data and availability data;
analyzing the historical inspection data to generate inspection analysis results corresponding to each type of equipment, wherein the inspection analysis results are used for representing inspection frequency and/or inspection requirements of each type of equipment;
based on the historical inspection data, acquiring inspection characteristics, wherein the inspection characteristics at least comprise position information and special equipment information of the target station to be inspected;
obtaining a first inspection scheme based on the inspection characteristics and the inspection analysis result;
and carrying out optimization updating processing on the first inspection scheme by adopting the availability data to obtain a target inspection scheme.
Optionally, the acquiring the inspection data of the target station to be inspected includes:
Acquiring patrol data corresponding to the patrol scheme implemented by the target station to be patrol as the historical patrol data;
acquiring real-time information, wherein the real-time information is used for representing the states of staff and equipment at the current moment;
determining real-time availability data based on a difference between the historical patrol data and the real-time information, and acquiring conventional availability data based on the historical patrol data;
the regular availability data and the real-time availability data are combined into the availability data.
Optionally, the analyzing the historical inspection data to generate inspection analysis results corresponding to each type of equipment includes:
acquiring the inspection date of each type of equipment based on the historical inspection data;
analyzing the inspection date to generate inspection frequency of each type of equipment;
acquiring stability information of each type of equipment based on the historical inspection data;
generating patrol requirements of each type of equipment based on the stability information of each type of equipment;
and combining the inspection frequency and the inspection requirement into inspection analysis results of each type of equipment.
Optionally, the location information at least includes coordinate information and road information of the target station to be inspected; the generating a first inspection scheme based on the inspection characteristics and the inspection analysis result includes:
acquiring a plurality of inspection routes of the target station to be inspected based on the coordinate information and the road information of the target station to be inspected;
generating a patrol demand corresponding to the special equipment information based on the special equipment information;
determining a routing inspection route meeting the routing inspection requirement from a plurality of routing inspection routes as a target routing inspection route;
and obtaining the first inspection scheme based on the target inspection route and the inspection analysis result.
Optionally, the optimizing updating processing is performed on the first inspection scheme by adopting the availability data to obtain a target inspection scheme, including:
optimizing the routing inspection route in the first routing inspection scheme by adopting the conventional availability data, and taking the optimized first routing inspection scheme as a second routing inspection scheme;
and updating the parameters in the second inspection scheme by adopting the real-time availability data to obtain the updated second inspection scheme as the target inspection scheme.
Optionally, the regular availability data comprises at least one of employee time availability data and equipment availability data of the target site to be patrolled; the optimizing of the parameters is performed on the first inspection scheme by adopting the conventional availability data, and the first inspection scheme after parameter optimization is used as a second inspection scheme, which comprises the following steps:
generating an employee inspection table corresponding to the employee time availability data by taking the employee time availability data as a reference;
combining the employee inspection table with an inspection route in the first inspection scheme, and adjusting employee inspection time in the inspection route to obtain an optimized first inspection route;
generating an equipment inspection table corresponding to the equipment availability data by taking the equipment availability data as a reference;
and combining the equipment inspection table with the first inspection route, and adjusting the equipment inspection sequence in the first inspection route to obtain the second inspection scheme.
Optionally, the real-time availability data includes at least one of change data and anomaly data; the updating of the parameters in the second inspection scheme by using the real-time availability data to obtain the updated second inspection scheme as the target inspection scheme includes:
Updating the inspection route in the second inspection scheme by adopting the change data, wherein the change data at least comprises employee change data and equipment change data as a third inspection route;
updating the inspection sequence of the target station to be inspected and/or the equipment in the third inspection route by adopting the abnormal data, wherein the abnormal data at least comprises the condition data of the target station to be inspected and the equipment maintenance data of the target station to be inspected as a fourth inspection route;
and taking the second inspection scheme including the fourth inspection route as the target inspection scheme.
In a second aspect of the embodiment of the present invention, a device for generating a routing inspection scheme is provided, where the device includes:
the first acquisition module is used for acquiring inspection data of a target station to be inspected, wherein the target station to be inspected comprises a plurality of types of equipment, and the inspection data at least comprises historical inspection data and availability data;
the first generation module is used for analyzing the historical inspection data and generating inspection analysis results corresponding to each type of equipment, and the inspection analysis results are used for representing inspection frequency and/or inspection requirements of each type of equipment;
The second acquisition module is used for acquiring the inspection characteristics based on the historical inspection data, wherein the inspection characteristics at least comprise the position information and the special equipment information of the target station to be inspected;
the second generation module is used for generating a first inspection scheme based on the inspection characteristics and the inspection analysis result;
and the updating module is used for carrying out optimization updating processing on the first inspection scheme by adopting the availability data to obtain a target inspection scheme.
Optionally, the first acquisition module includes:
the first acquisition submodule is used for acquiring patrol data corresponding to the patrol scheme implemented by the target station to be patrol as the historical patrol data;
the second acquisition sub-module is used for acquiring real-time information, wherein the real-time information is used for representing the employee state and the equipment state at the current moment;
a first determining sub-module for determining real-time availability data based on a difference between the historical patrol data and the real-time information, and obtaining regular availability data based on the historical patrol data;
a first combining sub-module for combining the regular availability data and the real-time availability data into the availability data.
Optionally, the first generating module includes:
a third acquisition sub-module, configured to acquire a patrol date of each type of device based on the historical patrol data;
the first generation submodule is used for analyzing the inspection date and generating inspection frequency of each type of equipment;
a fourth obtaining sub-module, configured to obtain stability information of each type of device based on the historical inspection data;
the second generation submodule is used for generating the inspection requirement of each type of equipment based on the stability information of each type of equipment;
and the second combination submodule is used for combining the inspection frequency and the inspection requirement into inspection analysis results of each type of equipment.
Optionally, the second generating module includes:
a fifth obtaining submodule, configured to obtain a plurality of routing inspection routes of the target station to be inspected based on the coordinate information and the road information of the target station to be inspected;
the third generation submodule is used for generating a patrol requirement corresponding to the special equipment information based on the special equipment information;
the second determining submodule is used for determining a routing inspection route meeting the routing inspection requirement from a plurality of routing inspection routes and taking the routing inspection route as a target routing inspection route;
And the first inspection scheme acquisition submodule is used for acquiring the first inspection scheme based on the target inspection route and the inspection analysis result.
Optionally, the updating module includes:
the optimizing sub-module is used for optimizing the routing inspection route in the first routing inspection scheme by adopting the conventional availability data, and taking the optimized first routing inspection scheme as a second routing inspection scheme;
and the updating sub-module is used for updating the parameters in the second inspection scheme by adopting the real-time availability data to obtain the updated second inspection scheme as the target inspection scheme.
Optionally, the optimizing submodule includes:
the first generation unit is used for generating an employee inspection table corresponding to the employee time availability data by taking the employee time availability data as a reference;
the first adjustment unit is used for combining the employee inspection table with the inspection route in the first inspection scheme, and adjusting employee inspection time in the inspection route to obtain an optimized first inspection route;
the second generating unit is used for generating an equipment inspection table corresponding to the equipment availability data by taking the equipment availability data as a reference;
And the second adjustment unit is used for combining the equipment inspection table with the first inspection route and adjusting the equipment inspection sequence in the first inspection route to obtain the second inspection scheme.
Optionally, the updating submodule includes:
the first updating unit is used for updating the inspection route in the second inspection scheme by adopting the change data, and the change data at least comprises employee change data and equipment change data as a third inspection route;
the second updating unit is used for updating the inspection sequence of the target station to be inspected and/or the equipment in the third inspection route by adopting the abnormal data, and the abnormal data at least comprises the condition data of the target station to be inspected and the equipment maintenance data of the target station to be inspected as a fourth inspection route;
and a target inspection scheme determining unit, configured to take the second inspection scheme including the fourth inspection route as the target inspection scheme.
In a third aspect of the embodiment of the present invention, an electronic device is provided, including: a memory for storing one or more programs; a processor; the inspection plan generation method of any one of the first aspects above is implemented when the one or more programs are executed by the processor.
In a fourth aspect of the embodiments of the present invention, a storage medium is provided, on which a computer program is stored, which computer program, when being executed by a processor, implements a method for generating a patrol pattern according to any one of the first aspects described above.
The embodiment of the invention provides a method, a device, electronic equipment and a storage medium for generating a patrol scheme, wherein patrol data of a target station to be patrol is obtained, the target station to be patrol comprises a plurality of types of equipment, and the patrol data at least comprises historical patrol data and availability data; analyzing the historical inspection data to generate inspection analysis results corresponding to each type of equipment, wherein the inspection analysis results are used for representing inspection frequency and/or inspection requirements of each type of equipment; based on the historical inspection data, acquiring inspection characteristics, wherein the inspection characteristics at least comprise position information and special equipment information of the target station to be inspected; obtaining a first inspection scheme based on the inspection characteristics and the inspection analysis result; and carrying out optimization updating processing on the first inspection scheme by adopting the availability data to obtain a target inspection scheme. According to the invention, based on the historical inspection data and the availability data of the target station to be inspected, an inspection scheme closer to the target station to be inspected can be generated, and the first inspection scheme is optimized and updated through the availability data, so that the generated inspection scheme can avoid abnormal conditions occurring in real time, reduce inspection cost, improve inspection efficiency and avoid problems caused by some manual inspection schemes.
Drawings
In order to more clearly illustrate the technical solutions of the embodiments of the present invention, the drawings that are needed in the description of the embodiments of the present invention will be briefly described below, it being obvious that the drawings in the following description are only some embodiments of the present invention, and that other drawings may be obtained according to these drawings without inventive effort for a person skilled in the art.
FIG. 1 is a flow chart of steps of a method for generating a patrol scheme according to an embodiment of the present invention;
fig. 2 is a schematic diagram of an inspection scheme generating device according to an embodiment of the present invention;
fig. 3 is a schematic diagram of an electronic device according to an embodiment of the present invention.
Detailed Description
The following description of the embodiments of the present invention will be made clearly and fully with reference to the accompanying drawings, in which it is evident that the embodiments described are some, but not all embodiments of the invention. All other embodiments, which can be made by those skilled in the art based on the embodiments of the invention without making any inventive effort, are intended to be within the scope of the invention.
In a dangerous chemical storage scene or a high-precision instrument use scene, the dangerous chemical storage scene needs to be inspected for a long time so as to avoid the danger of the scene and realize the normal use of the scene. In order to ensure that the inspection work of the scene is in place, the related technology adopts inspection personnel to perform cross inspection, and the inspection work is completed by photographing and video recording the scene or equipment or performing cross-region inspection and other modes.
However, in some high-frequency inspection scenarios, for example, due to the rise of a large number of rechargeable automobiles in recent years, a large number of charging stations exist at present, and based on the electric automobile charging station operation management Specification, charging stations requiring manual charging service are required, the inspection frequency is not lower than once a day.
Aiming at the inspection of the low-frequency or high-frequency scene, the inspection frequency may be insufficient through personnel inspection, potential problems cannot be found in time, or the problems caused by the fact that the data record is not standard or the equipment is not maintained in time during personnel inspection are further deteriorated, and the personnel inspection scheme lacks a comprehensive management system, so that the inspection result is difficult to analyze and improve.
In view of this, the embodiment of the invention provides a method for generating a patrol scheme, so as to solve the problems of negligence and missed inspection caused by the manual patrol scheme.
In a first aspect of the present invention, referring to fig. 1, fig. 1 is a step flowchart of a method for generating a routing inspection scheme, where the method includes:
step 101: acquiring inspection data of a target station to be inspected, wherein the target station to be inspected comprises a plurality of types of equipment, and the inspection data at least comprises historical inspection data and availability data;
Step 102: analyzing the historical inspection data to generate inspection analysis results corresponding to each type of equipment, wherein the inspection analysis results are used for representing inspection frequency and/or inspection requirements of each type of equipment;
step 103: based on the historical inspection data, acquiring inspection characteristics, wherein the inspection characteristics at least comprise position information and special equipment information of the target station to be inspected;
step 104: obtaining a first inspection scheme based on the inspection characteristics and the inspection analysis result;
step 105: and carrying out optimization updating processing on the first inspection scheme by adopting the availability data to obtain a target inspection scheme.
In the embodiment of the invention, the target station to be inspected may be a dangerous chemical storage scene, a high-precision end instrument use scene, a station corresponding to the station scene, for example, the target station to be inspected may be a gas station, a charging station, a detection station, etc. The target inspection station can be a plurality of stations to be inspected, or can be a single station to be inspected.
In the implementation step 101, the inspection data of the target inspection station may be acquired through a data system of the target inspection station, and first, the inspection data in the inspection scheme implemented by the target station to be inspected may be manually recorded data or may be data recorded by a data recording system, where the inspection data in the implemented inspection scheme is used as the historical inspection data, and the historical inspection data at least includes inspection date, inspection content, problem record, equipment type, equipment position, equipment maintenance period, working day, non-working day, shutdown maintenance plan, and other inspection data. The staff system set by the target patrol site is used for acquiring the states of staff, wherein the staff system can be a staff card punching system, a staff leave system, a staff scheduling system and the like, the staff states can be the usable states of staff, and whether the staff can carry out patrol operation is taken as the usable states of staff. And acquiring the usable state of the equipment through the equipment system set by the target inspection site, and taking whether the equipment can be used as the usable state of the equipment or not, so that inspection personnel can carry out inspection operation on the equipment. And combining the staff state and the equipment state to be used as real-time information of the target inspection site.
And determining real-time availability data according to the acquired difference between the historical inspection data and the real-time information, wherein for example, in the historical inspection data, the equipment A pauses the inspection operation in maintenance, and when the equipment state acquired based on the current moment is that the equipment A is subjected to the inspection operation due to the maintenance completion, the real-time availability data of the equipment A is determined to be the equipment A which needs to be inspected based on the information. And acquiring conventional availability data through the historical inspection data, wherein the conventional availability data can be availability data of staff and availability data of equipment, and the conventional availability data is acquired based on the implemented inspection scheme. And combining the conventional availability data and the real-time availability data to serve as the availability data, and analyzing by combining historical inspection data and real-time data based on the availability data so that the obtained analysis result is more fit with the inspection requirements of the target inspection site.
In the implementation of step 102, since the target site to be inspected may include multiple types of devices, analysis of the historical inspection data may generate inspection analysis results corresponding to each type of device, and the inspection date of each type of device is first obtained through the historical inspection data, and analysis is performed based on the inspection date of each type of device, so as to generate inspection frequency of each type of device, for example, device a is inspected 1 time every week, device B is inspected 1 time every three days, and device C is inspected 1 time every two weeks. Based on the historical inspection data, stability information of each type of equipment is obtained, the stability information can be inspection content corresponding to the equipment, recorded equipment problems and the like, whether each type of equipment needs to be inspected or not can be obtained through the stability information, inspection requirements of each type of equipment are generated based on the stability information of each type of equipment, for example, the inspection requirements can be the inspection requirements of the equipment A due to the fact that the equipment A just purchases and has stable performance, the equipment B needs to be inspected once in two weeks, the equipment B is a high-precision instrument and needs to be inspected once in three days, the equipment C has long service time and just has been maintained, inspection once in the near future is required, and the inspection requirements of the equipment C can be properly adjusted after the equipment C is detected to have stable performance. Combining the inspection frequency and the inspection requirement into inspection analysis results of each type of equipment, for example, equipment A needs to be inspected once in two weeks, equipment B needs to be inspected once in three days, equipment C needs to be inspected once in two weeks every day, and the inspection requirement is adjusted after two weeks.
In the step 103, based on the historical inspection data, the inspection characteristics of the station to be inspected in the implemented inspection scheme may be obtained, where the inspection characteristics may be position information of the station to be inspected of the target, when the target station to be inspected includes a plurality of stations to be inspected, the position information may be position information of the plurality of stations to be inspected, and when the target station to be inspected is one station to be inspected, the position information may be position information of equipment to be inspected in the target station to be inspected. The special equipment information can be special equipment in the target station to be inspected, for example, the high-precision instrument equipment D is expensive and is only arranged in the station to be inspected with higher priority, the station to be inspected with lower priority is not provided with the equipment D, and the equipment D is the special equipment of the target station to be inspected. And combining the position information of the target station to be inspected and the special equipment information to serve as the inspection characteristic.
In step 104, the location information and the special equipment information of the target station to be inspected are obtained, which is because the number of stations to be inspected that need to be inspected is likely to be changed when the location information and the special equipment information of the target station to be inspected are changed, resulting in different finally generated target inspection schemes. The position information at least comprises coordinate information and road information of the target station to be inspected, when a plurality of target stations to be inspected are arranged, the coordinate information can be longitude and latitude coordinates of the target station to be inspected, the road information can be road network information of the target station to be inspected, when the target station to be inspected is a station to be inspected, the coordinate information can be coordinate information of equipment in the station to be inspected, and the road information can be road network information of equipment in the station to be inspected.
Specifically, when the target station to be inspected includes a plurality of stations to be inspected, the stations to be inspected are divided into different groups by using a clustering algorithm so as to consider the balance of spatial distribution in the inspection scheme, wherein the clustering algorithm can be K-means (K-mean), DBSCAN (Density-Based Spatial Clustering ofApplications withNoise), the K-means algorithm takes Euclidean distance as a similarity measure, and the DBSCAN algorithm is based on the Density in the neighborhood radius. According to different algorithms, setting corresponding parameters of the algorithms.
When the clustering algorithm is a K-means algorithm, the K value in the K-means is set as the number of actual stations to be inspected according to real-time requirements, and the method for dividing the stations to be inspected into different groups by using the K-means is as follows: collecting longitude and latitude coordinates of a target station to be inspected; extracting features of longitude and latitude coordinates of a target station to be inspected to obtain coordinate features; the number K of clusters to be divided can be predetermined, the K value can be selected by selecting different values and combining proper evaluation indexes (such as profile coefficients, compactness and the like), the proper K value can also be directly selected according to the number and distribution conditions of the target stations to be inspected, when the number of the target stations to be inspected is small, the K value can be set to be 2 or 3, and when the number of the target stations to be inspected is large, the K value can be set to be 5 or 10; after the K value is determined, the maximum iteration number of the K-means algorithm is determined, and the maximum iteration number is generally set to 10 times, so that a result can be obtained in a short time, and infinite iterations can be avoided.
For example, when the clustering algorithm is a DBSCAN algorithm, a minimum number of neighbors (min_samples) and a neighborhood radius (eps) need to be determined, where the determination of the minimum number of neighbors is performed by selecting appropriate values according to the density and the distance of the target to-be-inspected site, where the minimum number of neighbors may be set to 4 or 5 when the target to-be-inspected site is denser, so as to ensure that enough neighbor points can form a cluster, and where the minimum number of neighbors may be reduced to 2 or 3 when the target to-be-inspected site is thinner; the determination of the neighborhood radius is performed by setting the distance between the target stations to be inspected, estimating a proper neighborhood radius by analyzing the distance distribution between the target stations to be inspected, or using a density-based visualization method, setting the neighborhood radius to a smaller value, such as 0.1 km, when the average distance between the target stations to be inspected is smaller, and setting the neighborhood radius to a larger value, such as 0.5 km, when the average distance between the target stations to be inspected is larger; based on the clustering result of the DBSCAN algorithm, each clustering group is interpreted and verified, the clustering result can be displayed by using a visualization tool, and whether the target stations to be inspected of each group have similar characteristics or spatial distribution is checked.
And obtaining a plurality of inspection routes of the target station to be inspected through the obtained coordinate information and the road information of the target station to be inspected. The method for selecting one target inspection route from the plurality of inspection routes can be as follows: based on the special equipment information in the target station to be inspected, an inspection requirement corresponding to the special equipment information is generated, for example, the inspection requirement can be that since the equipment A needs to perform routine inspection work on the equipment every afternoon, the equipment A is not suitable for inspection on monday afternoon. And counting all the inspection requirements in the target station to be inspected so as to determine an inspection route meeting the inspection requirements in a plurality of inspection routes as a target inspection route. The method for selecting a target inspection route from the plurality of inspection routes may further include: and selecting one or more representative sites of the target site to be inspected as nodes in the inspection route based on the cluster analysis result, wherein the selection of the representative sites can use an optimal point selection algorithm, such as K-Medoids (center point), a maximum coverage algorithm and the like, and the number of the representative sites selected by each group can be determined based on the tree age and the group size of the target site to be inspected, and can be adjusted according to actual conditions. And selecting one routing inspection route meeting the representative point from a plurality of routing inspection routes as a target routing inspection route based on the selection of the representative point in the target station to be inspected. And obtaining the first inspection scheme based on the target inspection route and the inspection analysis result.
In the implementation step 105, the availability data includes regular availability data and real-time availability data of the target station to be inspected, where the detailed manner of acquiring the regular availability data and the real-time availability data is shown in step 101, which is not described herein. The method for optimizing and updating the first inspection scheme by using the availability data comprises the steps of firstly optimizing an inspection route in the first inspection scheme by using the conventional availability data, and taking the optimized first inspection scheme as a second inspection scheme; and then updating the parameters in the second inspection scheme by adopting the real-time availability data to obtain the updated second inspection scheme as the target inspection scheme. The routing inspection route is optimized through conventional availability data, the routing inspection time and the routing inspection cost in the first routing inspection scheme can be optimized, the parameters in the second routing inspection scheme can be updated through the real-time availability data, and the routing inspection route in the second routing inspection scheme can be updated in real time based on the event which changes in real time, so that the real-time performance of the target routing inspection scheme is realized, and the problems of the incapacity of the staff routing inspection scheme, faults possibly occurring and the like are avoided.
In an alternative embodiment of the invention, the regular availability data includes at least one of employee time availability data and equipment availability data of the target station to be patrolled; the conventional availability data is adopted to optimize parameters of the first inspection scheme, the first inspection scheme after parameter optimization is used as a second inspection scheme, and an employee inspection table corresponding to the employee time availability data is generated by taking the employee time availability data as a reference; combining the employee routing table with the routing route in the first routing scheme, adjusting the employee routing time in the routing route to obtain an optimized first routing route, and optimizing the paths in the routing route based on the employee time table to obtain a proper path as the first routing route; generating an equipment inspection table corresponding to the equipment availability data by taking the equipment availability data as a reference; and combining the equipment inspection table with the first inspection route, adjusting the equipment inspection sequence in the first inspection route to obtain the second inspection scheme, selecting a proper path planning method to carry out path planning based on the equipment inspection sequence, and adjusting the inspection sequence of the inspection equipment to obtain the second inspection scheme.
In an alternative embodiment of the present invention, the real-time availability data includes at least one of change data and exception data, wherein the change data may be employee change data, for example, the working time of employee M is monday to friday am, but the working time of employee N becomes monday working due to the shift of employee M and employee N in monday am, and thus the working time of employee M changes. The change data may also be device change data, for example, the device a has stable performance, and is inspected once in two weeks, and is fixed to be inspected on the friday, but the device a suddenly fails in afternoon, so the device a suddenly fails to be the change data of the device a. The abnormal data at least comprises condition data of the target station to be inspected and equipment maintenance data of the target station to be inspected, wherein the condition data of the target station to be inspected can be sudden faults of the target station to be inspected and need to be stopped, or whether the target station to be inspected is currently in a peak period or a flat peak period is estimated according to the current time. The equipment maintenance data can be real-time equipment data to be maintained of the target station to be inspected, and the real-time equipment data to be maintained are taken as the equipment change data. The parameters in the second inspection scheme are updated by adopting the real-time availability data, the updated second inspection scheme is used as the target inspection scheme, the inspection route in the second inspection scheme is updated by adopting the staff change data and the equipment change data to be used as a third inspection route, and then the inspection sequence of the target station to be inspected and/or equipment in the third inspection route is updated by adopting the condition data of the target station to be inspected and the equipment maintenance data of the target station to be inspected to be used as a fourth inspection route; and updating the path of the second inspection scheme inspection path by staff change and equipment change by taking the second inspection scheme including the fourth inspection path as the target inspection scheme, and then updating the real-time path of the target station to be inspected and/or the inspection sequence of the equipment in the third inspection path by real-time status data and equipment maintenance data to obtain a fourth inspection path, thereby obtaining a second inspection fee scheme including the fourth inspection path as the target inspection scheme.
In an optional embodiment of the present invention, the method for generating a routing inspection scheme further includes issuing the target routing inspection scheme to a task terminal, so that the task terminal responds to the target routing inspection scheme, and issuing the target routing inspection scheme to the task terminal may be performed by means of a short message, a mail, notification bar information, etc., where the task terminal may be a device for receiving the target routing inspection scheme, for example, a mobile phone, a computer, an explosion-proof tablet; when the task terminal responds to the target inspection scheme, the target inspection scheme is distributed to the personnel to be inspected, for example, the generated target inspection scheme Q is sent to an employee Y through mail, so that the employee Y is responsible for the inspection task of the equipment A at a specific time; and when the personnel to be inspected responds to the target inspection scheme, the personnel to be inspected performs corresponding inspection operation in the target inspection scheme.
The embodiment of the invention provides a method for generating a patrol scheme, which comprises the steps of acquiring patrol data of a target station to be patrol, wherein the target station to be patrol comprises a plurality of types of equipment, and the patrol data at least comprises historical patrol data and availability data; analyzing the historical inspection data to generate inspection analysis results corresponding to each type of equipment, wherein the inspection analysis results are used for representing inspection frequency and/or inspection requirements of each type of equipment; based on the historical inspection data, acquiring inspection characteristics, wherein the inspection characteristics at least comprise position information and special equipment information of the target station to be inspected; obtaining a first inspection scheme based on the inspection characteristics and the inspection analysis result; and carrying out optimization updating processing on the first inspection scheme by adopting the availability data to obtain a target inspection scheme. Based on historical inspection data and availability data of a target station to be inspected, an inspection scheme closer to the target station to be inspected can be generated, and the first inspection scheme is optimized and updated through the availability data, so that the generated inspection scheme can avoid abnormal conditions occurring in real time, the inspection cost is reduced, the inspection efficiency is improved, and the problems caused by some manual inspection schemes are avoided.
The embodiment of the invention also provides a device for generating the inspection scheme, referring to fig. 2, fig. 2 is an architecture diagram of the device for generating the inspection scheme, which comprises:
a first obtaining module 201, configured to obtain inspection data of a target station to be inspected, where the target station to be inspected includes multiple types of devices, and the inspection data includes at least historical inspection data and availability data;
a first generation module 202, configured to analyze the historical inspection data, and generate inspection analysis results corresponding to each type of equipment, where the inspection analysis results are used to characterize inspection frequency and/or inspection requirement of each type of equipment;
a second obtaining module 203, configured to obtain, based on the historical inspection data, an inspection feature, where the inspection feature at least includes location information and special equipment information of the target station to be inspected;
a second generating module 204, configured to generate a first inspection scheme based on the inspection feature and the inspection analysis result;
and the updating module 205 is configured to perform optimization updating processing on the first inspection scheme by using the availability data, so as to obtain a target inspection scheme.
Wherein, the first acquisition module includes:
the first acquisition submodule is used for acquiring patrol data corresponding to the patrol scheme implemented by the target station to be patrol as the historical patrol data;
the second acquisition sub-module is used for acquiring real-time information, wherein the real-time information is used for representing the employee state and the equipment state at the current moment;
a first determining sub-module for determining real-time availability data based on a difference between the historical patrol data and the real-time information, and obtaining regular availability data based on the historical patrol data;
a first combining sub-module for combining the regular availability data and the real-time availability data into the availability data.
Wherein the first generation module comprises:
a third acquisition sub-module, configured to acquire a patrol date of each type of device based on the historical patrol data;
the first generation submodule is used for analyzing the inspection date and generating inspection frequency of each type of equipment;
a fourth obtaining sub-module, configured to obtain stability information of each type of device based on the historical inspection data;
The second generation submodule is used for generating the inspection requirement of each type of equipment based on the stability information of each type of equipment;
and the second combination submodule is used for combining the inspection frequency and the inspection requirement into inspection analysis results of each type of equipment.
Wherein the second generating module includes:
a fifth obtaining submodule, configured to obtain a plurality of routing inspection routes of the target station to be inspected based on the coordinate information and the road information of the target station to be inspected;
the third generation submodule is used for generating a patrol requirement corresponding to the special equipment information based on the special equipment information;
the second determining submodule is used for determining a routing inspection route meeting the routing inspection requirement from a plurality of routing inspection routes and taking the routing inspection route as a target routing inspection route;
and the first inspection scheme acquisition submodule is used for acquiring the first inspection scheme based on the target inspection route and the inspection analysis result.
Wherein the update module comprises:
the optimizing sub-module is used for optimizing the routing inspection route in the first routing inspection scheme by adopting the conventional availability data, and taking the optimized first routing inspection scheme as a second routing inspection scheme;
And the updating sub-module is used for updating the parameters in the second inspection scheme by adopting the real-time availability data to obtain the updated second inspection scheme as the target inspection scheme.
Wherein the optimization submodule includes:
the first generation unit is used for generating an employee inspection table corresponding to the employee time availability data by taking the employee time availability data as a reference;
the first adjustment unit is used for combining the employee inspection table with the inspection route in the first inspection scheme, and adjusting employee inspection time in the inspection route to obtain an optimized first inspection route;
the second generating unit is used for generating an equipment inspection table corresponding to the equipment availability data by taking the equipment availability data as a reference;
and the second adjustment unit is used for combining the equipment inspection table with the first inspection route and adjusting the equipment inspection sequence in the first inspection route to obtain the second inspection scheme.
Wherein the update sub-module comprises:
the first updating unit is used for updating the inspection route in the second inspection scheme by adopting the change data, and the change data at least comprises employee change data and equipment change data as a third inspection route;
The second updating unit is used for updating the inspection sequence of the target station to be inspected and/or the equipment in the third inspection route by adopting the abnormal data, and the abnormal data at least comprises the condition data of the target station to be inspected and the equipment maintenance data of the target station to be inspected as a fourth inspection route;
and a target inspection scheme determining unit, configured to take the second inspection scheme including the fourth inspection route as the target inspection scheme.
Based on the same inventive concept, an embodiment of the present invention discloses an electronic device, fig. 3 shows a schematic diagram of the electronic device disclosed in the embodiment of the present invention, and as shown in fig. 3, the electronic device 100 includes: the electronic device comprises a memory 110 and a processor 120, wherein the memory of the electronic device is not less than 12G, the main frequency of the processor is not lower than 2.4GHz, the memory 110 is in communication connection with the processor 120 through a bus, and a computer program is stored in the memory 110 and can run on the processor 120 so as to realize the inspection scheme generation method disclosed by the embodiment of the invention.
Based on the same inventive concept, the embodiment of the invention discloses a computer readable storage medium, on which a computer program/instruction is stored, which when executed by a processor, implements a patrol scheme generating method disclosed in the embodiment of the invention.
In this specification, each embodiment is described in a progressive manner, and each embodiment is mainly described by differences from other embodiments, and identical and similar parts between the embodiments are all enough to be referred to each other.
Embodiments of the present invention are described with reference to flowchart illustrations and/or block diagrams of methods, apparatus, electronic devices, and computer program products according to embodiments of the invention. It will be understood that each flow and/or block of the flowchart illustrations and/or block diagrams, and combinations of flows and/or blocks in the flowchart illustrations and/or block diagrams, can be implemented by computer program instructions. These computer program instructions may be provided to a processor of a general purpose computer, special purpose computer, embedded processor, or other programmable data processing terminal device to produce a machine, such that the instructions, which execute via the processor of the computer or other programmable data processing terminal device, create means for implementing the functions specified in the flowchart flow or flows and/or block diagram block or blocks.
These computer program instructions may also be stored in a computer-readable memory that can direct a computer or other programmable data processing apparatus to function in a particular manner, such that the instructions stored in the computer-readable memory produce an article of manufacture including instruction means which implement the function specified in the flowchart flow or flows and/or block diagram block or blocks.
These computer program instructions may also be loaded onto a computer or other programmable data processing apparatus to cause a series of operational steps to be performed on the computer or other programmable apparatus to produce a computer implemented process such that the instructions which execute on the computer or other programmable apparatus provide steps for implementing the functions specified in the flowchart flow or flows and/or block diagram block or blocks.
While preferred embodiments of the present invention have been described, additional variations and modifications in those embodiments may occur to those skilled in the art once they learn of the basic inventive concepts. It is therefore intended that the following claims be interpreted as including the preferred embodiment and all such alterations and modifications as fall within the scope of the embodiments of the invention.
Finally, it is further noted that relational terms such as first and second, and the like are used solely to distinguish one entity or action from another entity or action without necessarily requiring or implying any actual such relationship or order between such entities or actions. Moreover, the terms "comprises," "comprising," or any other variation thereof, are intended to cover a non-exclusive inclusion, such that a process, method, article, or terminal that comprises a list of elements does not include only those elements but may include other elements not expressly listed or inherent to such process, method, article, or terminal. Without further limitation, an element defined by the phrase "comprising one … …" does not exclude the presence of other like elements in a process, method, article or terminal device comprising the element.
The above detailed description of a method, an apparatus, an electronic device and a storage medium for generating a patrol scheme provided by the present invention applies specific examples to illustrate the principles and embodiments of the present invention, and the above description of the examples is only used to help understand the method and core ideas of the present invention; meanwhile, as those skilled in the art will have variations in the specific embodiments and application scope in accordance with the ideas of the present invention, the present description should not be construed as limiting the present invention in view of the above.
Claims (10)
1. A method of generating a patrol scheme, the method comprising:
acquiring inspection data of a target station to be inspected, wherein the target station to be inspected comprises a plurality of types of equipment, and the inspection data at least comprises historical inspection data and availability data;
analyzing the historical inspection data to generate inspection analysis results corresponding to each type of equipment, wherein the inspection analysis results are used for representing inspection frequency and/or inspection requirements of each type of equipment;
based on the historical inspection data, acquiring inspection characteristics, wherein the inspection characteristics at least comprise position information and special equipment information of the target station to be inspected;
Obtaining a first inspection scheme based on the inspection characteristics and the inspection analysis result;
and carrying out optimization updating processing on the first inspection scheme by adopting the availability data to obtain a target inspection scheme.
2. The method for generating a patrol scheme according to claim 1, wherein the obtaining patrol data of the target station to be patrol includes:
acquiring patrol data corresponding to the patrol scheme implemented by the target station to be patrol as the historical patrol data;
acquiring real-time information, wherein the real-time information is used for representing the states of staff and equipment at the current moment;
determining real-time availability data based on a difference between the historical patrol data and the real-time information, and acquiring conventional availability data based on the historical patrol data;
the regular availability data and the real-time availability data are combined into the availability data.
3. The method for generating a patrol scheme according to claim 1, wherein said analyzing the historical patrol data to generate patrol analysis results corresponding to each of the types of devices comprises:
acquiring the inspection date of each type of equipment based on the historical inspection data;
Analyzing the inspection date to generate inspection frequency of each type of equipment;
acquiring stability information of each type of equipment based on the historical inspection data;
generating patrol requirements of each type of equipment based on the stability information of each type of equipment;
and combining the inspection frequency and the inspection requirement into inspection analysis results of each type of equipment.
4. The inspection scheme generation method according to claim 1, wherein the location information includes at least coordinate information and road information of the target station to be inspected; the generating a first inspection scheme based on the inspection characteristics and the inspection analysis result includes:
acquiring a plurality of inspection routes of the target station to be inspected based on the coordinate information and the road information of the target station to be inspected;
generating a patrol demand corresponding to the special equipment information based on the special equipment information;
determining a routing inspection route meeting the routing inspection requirement from a plurality of routing inspection routes as a target routing inspection route;
and obtaining the first inspection scheme based on the target inspection route and the inspection analysis result.
5. The method for generating a routing inspection scheme according to claim 2, wherein the optimizing and updating the first routing inspection scheme by using the availability data to obtain a target routing inspection scheme includes:
optimizing the routing inspection route in the first routing inspection scheme by adopting the conventional availability data, and taking the optimized first routing inspection scheme as a second routing inspection scheme;
and updating the parameters in the second inspection scheme by adopting the real-time availability data to obtain the updated second inspection scheme as the target inspection scheme.
6. The inspection scheme generation method of claim 5, wherein the regular availability data includes at least one of employee time availability data and equipment availability data of the target site to be inspected; the optimizing of the parameters is performed on the first inspection scheme by adopting the conventional availability data, and the first inspection scheme after parameter optimization is used as a second inspection scheme, which comprises the following steps:
generating an employee inspection table corresponding to the employee time availability data by taking the employee time availability data as a reference;
combining the employee inspection table with an inspection route in the first inspection scheme, and adjusting employee inspection time in the inspection route to obtain an optimized first inspection route;
Generating an equipment inspection table corresponding to the equipment availability data by taking the equipment availability data as a reference;
and combining the equipment inspection table with the first inspection route, and adjusting the equipment inspection sequence in the first inspection route to obtain the second inspection scheme.
7. The inspection scheme generation method of claim 5 wherein the real-time availability data includes at least one of change data and anomaly data; the updating of the parameters in the second inspection scheme by using the real-time availability data to obtain the updated second inspection scheme as the target inspection scheme includes:
updating the inspection route in the second inspection scheme by adopting the change data, wherein the change data at least comprises employee change data and equipment change data as a third inspection route;
updating the inspection sequence of the target station to be inspected and/or the equipment in the third inspection route by adopting the abnormal data, wherein the abnormal data at least comprises the condition data of the target station to be inspected and the equipment maintenance data of the target station to be inspected as a fourth inspection route;
And taking the second inspection scheme including the fourth inspection route as the target inspection scheme.
8. An inspection plan generation apparatus, the apparatus comprising:
the first acquisition module is used for acquiring inspection data of a target station to be inspected, wherein the target station to be inspected comprises a plurality of types of equipment, and the inspection data at least comprises historical inspection data and availability data;
the first generation module is used for analyzing the historical inspection data and generating inspection analysis results corresponding to each type of equipment, and the inspection analysis results are used for representing inspection frequency and/or inspection requirements of each type of equipment;
the second acquisition module is used for acquiring the inspection characteristics based on the historical inspection data, wherein the inspection characteristics at least comprise the position information and the special equipment information of the target station to be inspected;
the second generation module is used for generating a first inspection scheme based on the inspection characteristics and the inspection analysis result;
and the updating module is used for carrying out optimization updating processing on the first inspection scheme by adopting the availability data to obtain a target inspection scheme.
9. An electronic device, comprising:
A memory for storing one or more programs;
a processor;
the patrol scheme generation method of any one of claims 1-7 being implemented when the one or more programs are executed by the processor.
10. A computer readable storage medium having stored thereon a computer program, which when executed by a processor implements the inspection plan generation method according to any one of claims 1-7.
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Cited By (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN117575288A (en) * | 2024-01-15 | 2024-02-20 | 镇江矽佳测试技术有限公司 | Inspection control method and device for chip factory |
| CN117745037A (en) * | 2024-02-18 | 2024-03-22 | 成都颐讯科技有限公司 | Custom configuration method and system for inspection content |
| CN117789326A (en) * | 2023-12-27 | 2024-03-29 | 东土科技(宜昌)有限公司 | Universal inspection task generation method and device, electronic equipment and storage medium |
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2023
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Cited By (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN117789326A (en) * | 2023-12-27 | 2024-03-29 | 东土科技(宜昌)有限公司 | Universal inspection task generation method and device, electronic equipment and storage medium |
| CN117575288A (en) * | 2024-01-15 | 2024-02-20 | 镇江矽佳测试技术有限公司 | Inspection control method and device for chip factory |
| CN117745037A (en) * | 2024-02-18 | 2024-03-22 | 成都颐讯科技有限公司 | Custom configuration method and system for inspection content |
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