A device use selection method and system based on life information

By obtaining equipment lifespan information to calculate residual value and scientifically selecting equipment usage methods, the problem of wasted equipment value is solved, and the scientific rationality and efficiency of equipment use are improved.

CN120579967BActive Publication Date: 2025-11-25NAVAL AVIATION UNIV
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Patent Information

Application Number
CN202511072390.8
Authority / Receiving Office
CN · China
Patent Type
Patents(China)
Current Assignee / Owner
Filing Date
2025-08-01
Publication Date
2025-11-25
Estimated Expiration
2045-08-01

AI Technical Summary

Technical Problem

The lack of mathematical models for comprehensively evaluating the residual value of equipment and effective methods for selecting equipment usage leads to waste of equipment value and unreasonable use.

Method used

By acquiring equipment lifespan information, calculating significant and total residual value, and using equipment selection methods, including exhaustive use and daily use, we can scientifically select equipment.

Benefits of technology

This has enabled the scientific and rational use of equipment, avoided waste of equipment value, and improved equipment efficiency and production effectiveness.

✦ Generated by Eureka AI based on patent content.

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Abstract

The application discloses a device use selection method and system based on life information, and relates to the technical field of device management. The method comprises the following steps: acquiring life information of each device in a device set to be selected; calculating an important residual value and a total residual value of each device according to the life information of each device, and then obtaining an important residual value set and a total residual value set; and selecting a preset number of devices from the device set to be selected based on the two sets by a device selection method, wherein the device selection method comprises an exhausted use device selection method and a daily use device selection method. The application can scientifically and comprehensively evaluate the residual value of a device, break away from the limitation of traditional experience-based device selection, realize balanced use of device life indexes, reasonably reserve devices for exhausted use, effectively avoid waste of device value, and improve the use efficiency of the device and the scientific nature of overall management.
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Description

TECHNICAL FIELD

[0001] The present application relates to the technical field of equipment management, in particular to a device use selection method and system based on life information. BACKGROUND

[0002] In actual production, there is a kind of equipment, which has the following characteristics: 1) has multiple life indicators, and any one life indicator reaching the upper limit value will make the equipment scrap; 2) there are two use modes: one use mode is to consume the life of the equipment, and when the multiple uses reach the upper limit of the life indicator, the equipment will be terminated and wait for scrap, and this use mode is called daily use; the other use mode is that the equipment is scrapped after one use, and this use mode is called exhausted use.

[0003] In the daily use of this kind of equipment, it is necessary to ensure the balanced use of each life indicator, so as to avoid the exhaustion of one life indicator while the other life indicators still have a lot of remaining value, resulting in the waste of equipment value. In addition, in the daily use of this kind of equipment, it is necessary to reserve equipment for exhausted use, so as to avoid the great remaining value of each equipment in this kind of equipment when the exhausted use is used, resulting in the waste of equipment value.

[0004] At present, this kind of equipment mainly relies on the experience of the user to select, and there is a lack of mathematical model for comprehensive evaluation of the remaining value of the equipment and effective equipment use selection method. Therefore, there is an urgent need for a device use selection method based on life information. SUMMARY

[0005] The purpose of the present application is to provide a device use selection method and system based on life information, which can greatly reduce the problem of serious dependence on experience and strong subjectivity in the use selection of this kind of equipment, and effectively improve the scientificity and rationality of the use of this kind of equipment, so as to avoid the waste of equipment value.

[0006] To achieve the above purpose, the present application provides the following solutions:

[0007] In a first aspect, the present application provides a device use selection method based on life information, comprising:

[0008] Obtaining the life information of each device in the set of devices to be selected; the life information includes key life information and non-key life information;

[0009] According to the life information of each device, the important remaining value and the total remaining value of each device are calculated respectively, and the important remaining value set and the total remaining value set are obtained;

[0010] The device selection method includes an exhausted use device selection method and a daily use device selection method.

[0011] In a second aspect, the present application provides a device use selection system based on life information, comprising:

[0012] A life information acquisition module is configured to acquire life information of each device in the device set to be selected; the life information includes key life information and non-key life information.

[0013] A residual value calculation module is configured to calculate important residual values and total residual values of each device according to the life information of each device, and obtain an important residual value set and a total residual value set.

[0014] A device selection module is configured to select a preset number of devices from the device set to be selected based on the important residual value set and the total residual value set by using a device selection method; the device selection method includes an exhausted use device selection method and a daily use device selection method.

[0015] In a third aspect, the present application provides a computer device, comprising a memory, a processor, and a computer program stored in the memory and executable on the processor, wherein the processor executes the computer program to implement the steps of the device use selection method based on life information according to any one of the above embodiments.

[0016] In a fourth aspect, the present application provides a computer readable storage medium, which stores a computer program executable by a processor to implement the steps of the device use selection method based on life information according to any one of the above embodiments.

[0017] In a fifth aspect, the present application provides a computer program product, comprising a computer program executable by a processor to implement the steps of the device use selection method based on life information according to any one of the above embodiments.

[0018] According to the embodiments provided by the present application, the following technical effects are achieved:

[0019] The application provides a device use selection method and system based on life information. BRIEF DESCRIPTION OF DRAWINGS

[0020] In order to more clearly illustrate the technical solutions in the embodiments of the present application or the prior art, the drawings needed to be used in the embodiments will be briefly introduced as follows. Obviously, the drawings in the following description are only some embodiments of the present application, and for those skilled in the art, other drawings can be obtained without creative labor on the basis of these drawings.

[0021] Figure 1 An application environment diagram of a device use selection method based on life information in an embodiment of the present application.

[0022] Figure 2 A flowchart of a device use selection method based on life information provided by an embodiment of the present application.

[0023] Figure 3 A functional module diagram of a device use selection system based on life information provided by an embodiment of the present application.

[0024] Figure 4 A structural diagram of a computer device provided by an embodiment of the present application. DETAILED DESCRIPTION

[0025] The technical solutions in the embodiments of the present application will be described clearly and completely in combination with the drawings in the embodiments of the present application. Obviously, the described embodiments are only some embodiments of the present application, not all the embodiments. Based on the embodiments in the present application, all other embodiments obtained by those skilled in the art without creative labor are within the protection scope of the present application.

[0026] In order to make the above objectives, characteristics and advantages of the present application more apparent, more comprehensible, the present application will be further described in detail below with reference to the drawings and specific embodiments.

[0027] The device use selection method based on life information provided in the embodiments of the present application can be applied to the application environment as shown in Figure 1 The terminal 102 communicates with the server 104 through a network. The data storage system can store data required to be processed by the server 104. The data storage system can be separately arranged, or integrated on the server 104, or placed on a cloud or other server. The terminal 102 can send the life information of each device in the set of devices to be selected to the server 104. After receiving the life information of each device in the set of devices to be selected, the server 104 calculates the important residual value and the total residual value of each device according to the life information of each device, respectively, to obtain a set of important residual values and a set of total residual values. Through a device selection method, a preset number of devices are selected from the set of devices to be selected based on the set of important residual values and the set of total residual values. The device selection method includes an exhausted use device selection method and a daily use device selection method. The server 104 can feed back the selected devices to the terminal 102. In addition, in some embodiments, the device use selection method based on life information can also be implemented by the server 104 or the terminal 102 alone, for example, the terminal 102 can directly perform device selection processing on the life information of each device in the set of devices to be selected, or the server 104 can obtain the life information of each device in the set of devices to be selected from the data storage system and perform device selection processing on the life information of each device in the set of devices to be selected.

[0028] The terminal 102 can be, but is not limited to, various desktop computers, notebook computers, smart phones, tablet computers, Internet of Things devices and portable wearable devices. The server 104 can be implemented by an independent server or a server cluster composed of multiple servers, and can also be a cloud server.

[0029] In an exemplary embodiment, as shown in Figure 2 A device use selection method based on life information is provided. The method is executed by a computer device, which can be executed by a terminal or a server alone, or by a terminal and a server together. In the embodiments of the present application, the method is applied to the server 104 in Figure 1 The following steps 201 to 203 are included. Among them:

[0030] Step 201, obtaining the life information of each device in the set of devices to be selected; the life information includes key life information and non-key life information. The life information includesM One of the life information is important, usually this M One of the life information is important, usually this N One of the life information is important, usually this

[0031] Step 202, according to the life information of each device, the important remaining value and the total remaining value of each device are calculated respectively, and the important remaining value set and the total remaining value set are obtained.

[0032] Step 203, through the device selection method, based on the important remaining value set and the total remaining value set, a preset number of devices are selected from the set of devices to be selected; the device selection method includes the exhausted use device selection method and the daily use device selection method.

[0033] The above steps 201 to 203 are implemented, and the application can get rid of the excessive dependence on artificial experience in traditional device use selection, and scientifically evaluate the remaining value of the device based on objective and quantitative life information. By accurately calculating the important remaining value and the total remaining value, the value status of the device in different dimensions can be comprehensively measured, and reliable basis is provided for subsequent device selection. Based on the reasonable construction of the remaining value set, the targeted device selection method is used, whether it is daily use or exhausted use, the most suitable device can be selected, the value waste caused by unreasonable use of the device is effectively avoided, the overall use efficiency of the device is improved, the enterprise device management cost is reduced, and the production benefit is improved.

[0034] In another exemplary embodiment of the application, the important remaining value of the device is calculated according to the life information of the device, specifically including:

[0035] .

[0036] Among them, The important remaining value of the device is represented; The consumption value of the first m Key life information of the device is represented; The limit value of the first m Key life information of the device is represented; M The total number of key life information of the device is represented.

[0037] In another exemplary embodiment of the application, the total remaining value of the device is calculated according to the life information of the device, specifically including:

[0038] .

[0039] Among them, total remaining value of the device; consumption value of the first m key life information of the device; limit value of the first m key life information of the device; M total number of the key life information of the device; consumption value of the first n non-key life information of the device; limit value of the first n non-key life information of the device; N total number of the non-key life information of the device.

[0040] In another exemplary embodiment of the present application, when the device selection method in step 203 is the depletion-type device selection method, a preset number of devices are selected from the device set to be selected based on the important remaining value set and the total remaining value set, and the method specifically comprises:

[0041] devices in the device set to be selected that cannot meet daily use are selected as primary devices to obtain a primary device set; the devices that cannot meet daily use are devices whose life value of at least one life information is less than a preset minimum requirement threshold of a daily use device.

[0042] If the number of devices in the primary device set is greater than or equal to the preset number of devices to be selected, the preset number of devices to be selected are selected according to a preset selection rule; the preset selection rule is to determine whether the life information of the device to be selected contains time-varying loss type life information; if the result is yes, the preset number of devices to be selected are selected in descending order of the remaining value of the time-varying loss type life information; if the result is no, the preset number of devices to be selected are selected in descending order of the total remaining value; if the remaining value of the time-varying loss type life information or the total remaining value of the device is the same, the devices are selected in descending order of the important remaining value of the device; if the remaining value of the time-varying loss type life information or the total remaining value of the device is the same, and the important remaining value is the same, the devices are selected randomly; the time-varying loss type life information is life information that automatically decreases with time.

[0043] If the number of devices in the primary device set is less than the preset number of devices to be selected, devices in the remaining devices in the device set to be selected except the primary devices and whose time-varying loss type life information is less than the next depletion-type use time in an annual plan are selected as secondary devices to obtain a secondary device set; the annual plan is a time schedule prepared in advance according to the device use requirement.

[0044] If the number of devices in the secondary selection set is greater than or equal to the second number, then the second number of devices is selected according to the preset selection rules; the second number is the preset selection number minus the number of primary devices.

[0045] If the number of devices in the secondary selection set is less than the second number, then a third number of devices are selected from the remaining devices in the selection set excluding the primary and secondary selection devices, according to a preset selection rule; the third number is obtained by subtracting the number of primary devices from the preset selection number, and then subtracting the number of secondary selection devices.

[0046] As an optional implementation, p devices are provided, and this exhaustive usage requires... l ( l≤ p) equipment. The equipment to be used in exhaustion mode shall be selected in the following order until the number of selected equipment meets the needs of this exhaustion mode.

[0047] (1) Preferred Equipment. First, select equipment that cannot meet daily use requirements. If this type of equipment has time-varying loss type lifetime information (let this lifetime information be Z) that automatically decreases over time, and the number of equipment that cannot meet daily use requirements is greater than [a certain threshold]. l Then, among the devices that cannot meet daily use requirements, they are selected from smallest to largest based on the remaining lifespan information Z. l For a given number of devices with the same remaining lifespan information Z, selection is made in ascending order of remaining value. If such devices do not have lifespan information indicating an automatic decrease in lifespan over time, and the number of devices unable to meet daily usage requirements is greater than [a certain threshold], then [further selection is made]. l Then, among the devices that cannot meet daily needs, select them in ascending order of their remaining value. l For equipment with the same residual value, selection should be made based on the residual value of the equipment from lowest to highest importance. If the number of devices that cannot meet daily usage is less than [number missing], [further details needed]. l Select all devices that cannot meet daily usage needs for this exhaustive testing, then continue selecting from the secondary and final selection devices. If the number of devices that cannot meet daily usage needs is equal to... l Select all devices that cannot meet daily use requirements for this exhaustion-style use; device selection complete.

[0048] (2) Secondary equipment. Determine the appropriate equipment type. If any time-varying loss type of lifespan information exists within the lifespan information, automatically decreasing over time, and if such lifespan information exists, and this type of lifespan does not last until the next depletion-type use time in the annual work plan, then this part of the equipment will be selected as the second batch of equipment. This part of the equipment will be selected according to the remaining lifespan of this type from smallest to largest. For equipment with the same remaining value, selection will be based on the remaining value of the equipment from smallest to largest.

[0049] (3) Final Equipment Selection. The remaining equipment after the first and second choices is sorted by residual value from smallest to largest, and then the equipment is selected in ascending order to meet the exhaustion-type usage requirements. For equipment with the same residual value, selection is based on the most important residual value from smallest to largest. If two pieces of equipment have the same residual value and primary residual value, one of these two pieces of equipment is randomly selected.

[0050] In another exemplary embodiment of this application, when the device selection method in step 203 is a method for selecting devices used daily, a preset number of devices are selected from the set of devices to be selected based on the important residual value set and the total residual value set, specifically including:

[0051] Devices in the set of devices to be selected whose remaining lifespan after the current daily use is insufficient to meet the requirements of exhaustive use are classified as Class A devices, thus obtaining the Class A device set.

[0052] The remaining devices in the set of devices to be selected, excluding those in category A, are designated as category B devices, thus obtaining the set of category B devices.

[0053] A preset number of candidate devices are selected from the B-type device set according to a preset selection rule to obtain an intermediate device set; the preset number of candidate devices is greater than the preset number of selected devices.

[0054] Calculate the minimum service life value for all life types of each device in the intermediate device set.

[0055] In the intermediate equipment set, select a preset number of equipment based on their minimum service life value, from smallest to largest.

[0056] The methods for selecting equipment in daily use mainly achieve the following objectives.

[0057] First, the equipment The lifespan of the equipment is used in a relatively balanced manner to avoid situations where one type of equipment is about to reach the end of its lifespan while other types of equipment still have a long lifespan ahead of them.

[0058] Second, to ensure the depletion of reserve equipment, it avoids the waste of equipment lifespan information caused by the remaining value of all equipment being high during depletion.

[0059] As an optional implementation, there are a devices. The current daily use requires b (b≤a) devices, and the next exhaustive use is expected to require c devices. The method for selecting devices for daily use is as follows.

[0060] (1) Find and count the equipment that will not be able to participate in the exhaustion use after this daily use. The remaining lifespan of the equipment cannot meet the exhaustion use. For the convenience of description, this type of equipment is called Class A equipment, and the quantity of this type of equipment is d.

[0061] (2) Calculation k can be selected between (1.05-1.25) according to the size of k can be selected between (1.05-1.25) according to the size of k can be selected between (1.05-1.25) according to the size of k can be selected between (1.05-1.25) according to the size of

[0062] (3) excluding the A-type devices from the a devices, for the convenience of expression, the remaining devices are called B-type devices. The residual value of the B-type devices is calculated, and e devices are selected in the order from small to large. In the B-type devices, e devices with small residual value are selected, and then devices with small usage are selected from the e devices, so as to reserve devices for the exhausted use. If the devices with small usage are directly selected from the B-type devices, the device life will be wasted in the exhausted use.

[0063] (4) judging whether there is time-varying loss type life information in the life of the device , if there is such life, assuming that there are J kinds of such life, one kind of life is selected from the life , the minimum usage life value of all kinds of life of each device is calculated , wherein i is an integer in [1, e].

[0064] if there is no time-varying loss type life in the life of the device, the minimum usage life value of all kinds of life of each device is calculated .

[0065] (5) the e devices are sorted according to the value from small to large, and then b devices are selected according to the value from small to large for the daily use.

[0066] In another exemplary embodiment of the present application, the minimum usage life value of all kinds of life of each device in the intermediate device set is calculated, which specifically includes:

[0067] if the life information of the device to be selected contains time-varying loss type life information, the minimum usage life value of all kinds of life of each device is calculated by the following formula:

[0068] .

[0069] wherein, indicates the first i ​​​a minimum service life value of all life categories of the device; i ={1,2,...,e};e represents a preset candidate number; represents a consumption value of the first j time-varying loss type life information of the device, j ={1,2,...,J},J represents a total number of time-varying loss type life information;the first j time-varying loss type life information is any one of all time-varying loss type life information of the device; represents a limit value of the first j time-varying loss type life information of the device; represents a consumption value of the first life information of the device; represents a limit value of the first life information of the device; represents a total number of life information of the device; M represents a total number of key life information of the device; N represents a total number of non-key life information of the device.

[0070] If the life information of the device to be selected does not contain time-varying loss type life information, a minimum service life value of all life categories of each device is calculated by the following formula:

[0071]

[0072] In another exemplary embodiment of the present application, a certain type of device has two life information of service times and storage life, and has two service methods of daily use and depletion use. The maximum service times of the device is X 1, and the storage life is years. The maximum service times is key life information, and the storage life is non-key life information. The total number of life information is 2, and the total number of key life information is M 1. If a certain device of this type has been used times and has been stored for years, the important residual value of the device is:

[0073]

[0074] The total residual value of the device is:

[0075]

[0076] 1. Select a depletion use device.

[0077] ​​​​Suppose a certain type of equipment has two kinds of life information, usage times and storage life, and has two kinds of usage methods, daily usage and depletion usage. The maximum usage times of this type of equipment is X 1, and the storage life is years.

[0078] Suppose there are I devices, and this time depletion usage needs m (m≤I) devices, and the depletion usage device selection steps are as follows:

[0079] (1) Determine whether there is a device that cannot meet the daily usage, if so, count the number of such devices as a, otherwise a=0. If a<0.1I, select a devices of this type for this time depletion usage, and then go to (2); otherwise, from the a devices, select m devices according to the remaining storage life from small to large, go to (4). m

[0080] (2) The storage life belongs to the life that automatically decreases with time, determine whether there is a device in I devices whose remaining storage life lasts less than the time of the next depletion usage, if so, count the number of such devices as b, otherwise b=0. If a+b<0.1I, select b devices of this type for this time depletion usage, and then go to (3); otherwise, from the b devices, select m -a devices according to the remaining storage life from small to large, go to (4). m

[0081] (3) For the remaining devices after selection in steps (1) and (2), select m -a-b devices according to the remaining value from small to large, to meet the depletion usage demand this time.

[0082] (4) The device selection is completed.

[0083] 2, Select daily usage devices.

[0084] Suppose a certain type of equipment has two kinds of life information, usage times and storage life, and has two kinds of usage methods, daily usage and depletion usage. The maximum usage times of this type of equipment is X 1, and the storage life is years.

[0085] Suppose there are a devices, and this time daily usage needs b (b≤a) devices, and the next depletion usage needs c devices, and the steps for selecting daily usage devices are as follows:

[0086] (1) Find the devices that will not be able to complete the depletion usage after completing this time daily usage, for the convenience of expression, such devices are called A-type devices, count the number of such devices as d.

[0087] (2) Select k=1.1, calculate​​ .

[0088] (3) Exclude the A-type devices from the a devices, and the remaining devices are referred to as B-type devices for the convenience of description. The residual values of the B-type devices are calculated, and e devices are selected in descending order.

[0089] (4) The storage life of the devices in this type gradually decreases over time, and therefore, the minimum service life value of each of the selected e devices is calculated. wherein .

[0090] (5) The selected e devices are sorted in descending order according to the value of , and then b devices are selected in descending order according to the value of for daily use in this time.

[0091] The application also provides an application scenario of the device use selection method based on life information. Specifically, the device use selection method based on life information provided in this embodiment can be applied in an industrial production device scheduling scenario. The industrial production device scheduling scenario includes a device demand evaluation link, a device screening link, and a device allocation link. The device demand evaluation link determines the number of devices required for daily production and special production tasks (corresponding to the depletion type use scenario) according to a production plan; the devices from the device demand evaluation link enter the device screening link, and after obtaining the life information (including key and non-key life information) of each device in the set of devices to be selected, calculating the important residual value and the total residual value, obtaining the corresponding set, and the like, the devices that meet the requirements are screened out; and enter the device allocation link, and the screened devices are allocated according to the daily use and depletion type use requirements. The device use selection method based on life information provided in this embodiment belongs to the device screening link in the device scheduling process. Specifically, the residual value of the device is accurately calculated to provide a scientific basis for the subsequent reasonable allocation of the device, and to ensure that the device meets the production requirements while maximizing the use of value.

[0092] Based on the same inventive concept, the embodiments of the application also provide a device use selection system based on life information for implementing the device use selection method based on life information described above. The implementation scheme for solving the problem provided by the system is similar to the implementation scheme described in the above method, and therefore, the specific limitations in one or more device use selection system based on life information embodiments provided below can be referred to the limitations of the device use selection method based on life information in the above text, which will not be repeated here.

[0093] In an exemplary embodiment, as shown in Figure 3 , a device use selection system based on life information is provided, which includes:

[0094] The life information obtaining module 301 is configured to obtain life information of each device in the set of devices to be selected; the life information comprises key life information and non-key life information.

[0095] The residual value calculating module 302 is configured to calculate important residual values and total residual values of each device according to the life information of each device, respectively, to obtain a set of important residual values and a set of total residual values.

[0096] The device selecting module 303 is configured to select a preset number of devices from the set of devices to be selected based on the set of important residual values and the set of total residual values by using a device selection method; the device selection method comprises an exhausted-use device selection method and a daily-use device selection method.

[0097] In an exemplary embodiment, a computer device is provided, which can be a server or a terminal, and an internal structure diagram of the computer device can be as shown in Figure 4 The computer device comprises a processor, a memory, an input / output interface (I / O) and a communication interface. The processor, the memory and the input / output interface are connected through a system bus, and the communication interface is connected to the system bus through the input / output interface. The processor of the computer device is configured to provide computing and control capabilities. The memory of the computer device comprises a non-volatile storage medium and an internal memory. The non-volatile storage medium stores an operating system, a computer program and a database. The internal memory provides an environment for running of the operating system and the computer program in the non-volatile storage medium. The database of the computer device is configured to store life information processing data. The input / output interface of the computer device is configured to exchange information between the processor and external devices. The communication interface of the computer device is configured to communicate with external terminals through a network connection. The computer program is executed by the processor to implement a device use selection method based on life information.

[0098] Those skilled in the art can understand that Figure 4 the structure shown in the above embodiment is only a block diagram of part of the structure related to the scheme of the present application, and does not constitute a limitation on the computer device to which the scheme of the present application is applied. The specific computer device can comprise more or fewer components than those shown in the figure, or combine certain components, or have a different arrangement of components. In an exemplary embodiment, a computer device is provided, which comprises a memory and a processor, the memory stores a computer program, and the processor executes the computer program to implement the steps in each method embodiment described above.

[0099] In an exemplary embodiment, a computer readable storage medium storing a computer program is provided, the computer program, when executed by a processor, implements the steps in the above method embodiments.

[0100] In an exemplary embodiment, a computer program product is provided, comprising a computer program, which, when executed by a processor, implements the steps in the above method embodiments.

[0101] It should be noted that the user information (including but not limited to user equipment information, user personal information, etc.) and data (including but not limited to data for analysis, stored data, displayed data, etc.) involved in the present application are all information and data authorized by the user or authorized by all parties, and the collection, use and processing of related data need to comply with relevant regulations.

[0102] A person of ordinary skill in the art can understand that all or part of the processes in the above method embodiments can be completed by a computer program instructing related hardware. The computer program can be stored in a non-volatile computer readable storage medium, and when executed, can include the processes of the above method embodiments. Any reference to a memory, database or other medium used in the embodiments provided by the present application can include at least one of a non-volatile and volatile memory. The non-volatile memory can include a read-only memory (ROM), a magnetic tape, a floppy disk, a flash memory, an optical storage, a high-density embedded non-volatile memory, a resistive random access memory (ReRAM), a magnetoresistive random access memory (MRAM), a ferroelectric random access memory (FRAM), a phase change memory (PCM), a graphene memory, etc. The volatile memory can include a random access memory (RAM) or an external cache memory, etc. As an illustration but not limitation, the RAM can be in various forms, such as static random access memory (SRAM) or dynamic random access memory (DRAM), etc.

[0103] The database involved in each of the embodiments provided in the present application can include at least one of a relational database and a non-relational database. The non-relational database can include a distributed database based on a blockchain, and the like, without being limited thereto. The processor involved in each of the embodiments provided in the present application can be a general-purpose processor, a central processing unit, a graphics processing unit, a digital signal processor, a programmable logic device, a data processing logic device based on quantum computing, and the like, without being limited thereto.

[0104] The technical features of the above embodiments can be combined in any manner. To make the description concise, all possible combinations of the technical features in the above embodiments are not described, but it should be considered that any combination of the technical features is within the scope of the present disclosure, as long as there is no contradiction.

[0105] The principles and implementation manners of the present application are described by using specific examples herein, and the above embodiments are only used to help understand the method of the present application and its core idea. Meanwhile, for those skilled in the art, the specific implementation manners and application ranges can be changed according to the idea of the present application. In summary, the content of the present description should not be understood as a limitation of the present application.

Claims

1. A device usage selection method based on lifetime information, characterized in that, The device usage selection method based on lifetime information includes: Obtain the lifespan information of each device in the set of devices to be selected; the lifespan information includes critical lifespan information and non-critical lifespan information. Calculate the important residual value and total residual value of each device based on its lifespan information to obtain the set of important residual value and the set of total residual value. The equipment selection method selects a preset number of devices from the set of devices to be selected, based on the important surplus value set and the total surplus value set; the equipment selection method includes a depletion-use equipment selection method and a daily use equipment selection method. When the equipment selection method is the exhaustive use equipment selection method, based on the important surplus value set and the total surplus value set, a preset number of equipment are selected from the set of equipment to be selected, specifically including: The set of devices that cannot meet daily use requirements from the set of devices to be selected are selected as the preferred devices, thus obtaining the preferred device set; the devices that cannot meet daily use requirements are those whose lifespan values ​​of at least one lifespan information are less than the preset minimum requirement threshold for daily use devices. If the number of devices in the preferred device set is greater than or equal to the preset selection number, then the preset selection number of devices is selected according to the preset selection rules. The preset selection rules are as follows: determine whether the lifespan information of the devices to be selected contains time-varying loss type lifespan information; if the determination result is yes, then the preset selection number of devices is selected according to the remaining value of the time-varying loss type lifespan information from smallest to largest; if the determination result is no, then the preset selection number of devices is selected according to the total remaining value from smallest to largest; if the remaining value of the time-varying loss type lifespan information or the total remaining value of the devices are the same, then the devices are selected according to the important remaining value from smallest to largest; if the remaining value of the time-varying loss type lifespan information or the total remaining value of the devices are the same, and the important remaining value is the same, then the devices are selected randomly; the time-varying loss type lifespan information is lifespan information that automatically decreases over time. If the number of devices in the preferred device set is less than the preset selection number, then devices in the remaining devices in the device set to be selected (excluding the preferred devices) whose time-varying loss type lifetime information is less than the next exhaustion time in the annual plan will be selected as secondary devices, thus obtaining the secondary device set; the annual plan is a time arrangement plan pre-formulated according to the equipment usage requirements. If the number of devices in the secondary selection set is greater than or equal to the second number, then the second number of devices will be selected according to the preset selection rules; the second number is obtained by subtracting the number of preferred devices from the preset selection number. If the number of devices in the secondary selection set is less than the second number, then a third number of devices are selected from the remaining devices in the selection set excluding the primary and secondary selection devices, according to a preset selection rule; the third number is obtained by subtracting the number of primary devices from the preset selection number, and then subtracting the number of secondary selection devices. When the equipment selection method is the daily use equipment selection method, based on the important surplus value set and the total surplus value set, a preset number of equipment are selected from the set of equipment to be selected, specifically including: The devices in the set of devices to be selected whose remaining lifespan after the current daily use cannot meet the requirements of exhaustive use are classified as Class A devices, thus obtaining the set of Class A devices. The remaining devices in the set of devices to be selected, excluding those in category A, are designated as category B devices, thus obtaining the set of category B devices. A preset number of candidate devices are selected from the B-type device set according to a preset selection rule to obtain an intermediate device set; the preset number of candidate devices is greater than the preset selection number. Calculate the minimum service life value for all lifespan types for each device in the intermediate device set; In the intermediate equipment set, select a preset number of equipment based on their minimum service life value, from smallest to largest.

2. The device usage selection method based on lifetime information according to claim 1, characterized in that, The significant residual value of equipment is calculated based on its lifespan information, specifically including: ; in, Indicates the significant residual value of the equipment; Indicates the device's first m Consumption value of key lifetime information; Indicates the device's first m Limits for key lifetime information; M This indicates the total amount of critical lifespan information for the device.

3. The device usage selection method based on lifetime information according to claim 1, characterized in that, The total residual value of the equipment is calculated based on its lifespan information, specifically including: ; in, This represents the total residual value of the equipment; Indicates the device's first m Consumption value of key lifetime information; Indicates the device's first m Limits for key lifetime information; M This represents the total amount of critical lifespan information for the equipment. Indicates the device's first n Consumption value of non-critical lifetime information; Indicates the device's first n Limits for non-critical lifetime information; N This indicates the total amount of non-critical lifespan information for the device.

4. The device usage selection method based on lifetime information according to claim 1, characterized in that, Calculate the minimum service life value for all lifespan types for each device in the intermediate device set, specifically including: If the lifespan information of the device to be selected includes time-varying loss type lifespan information, then the minimum service life value for all lifespan types of each device is calculated using the following formula: ; in, Indicates the first i Minimum service life value for all life types of a single device; i ={1,2,...,e}; e represents the preset number of candidates; Indicates the device's first j Consumption values ​​of lifetime information for various time-varying loss types. j {1,2,...,J}, where J represents the total number of lifetime information items of time-varying loss type; the first... j The lifetime information for each time-varying loss type is any one of the lifetime information for all time-varying loss types of the equipment. Indicates the device's first j Limit values ​​for lifetime information of various time-varying loss types; Indicates the device's first The consumption value of this lifetime information; Indicates the device's first Limits of lifetime information; The total amount of information indicating the device's lifespan; ; M This represents the total amount of critical lifespan information for the equipment. N This represents the total amount of non-critical lifespan information for the equipment. If the lifespan information of the device to be selected does not include time-varying loss type lifespan information, then the minimum service life value for all lifespan types of each device is calculated using the following formula: 。 5. A device usage selection system based on lifespan information, characterized in that, The device usage selection system based on lifetime information includes: The lifespan information acquisition module is used to acquire lifespan information for each device in the set of devices to be selected; the lifespan information includes critical lifespan information and non-critical lifespan information. The residual value calculation module is used to calculate the important residual value and total residual value of each device based on the lifespan information of each device, and obtain the set of important residual value and the set of total residual value. The equipment selection module is used to select a preset number of devices from the set of devices to be selected based on the important surplus value set and the total surplus value set, using the equipment selection method; the equipment selection method includes a depletion-use equipment selection method and a daily use equipment selection method; When the equipment selection method is the exhaustive use equipment selection method, based on the important surplus value set and the total surplus value set, a preset number of equipment are selected from the set of equipment to be selected, specifically including: The set of devices that cannot meet daily use requirements from the set of devices to be selected are selected as the preferred devices, thus obtaining the preferred device set; the devices that cannot meet daily use requirements are those whose lifespan values ​​of at least one lifespan information are less than the preset minimum requirement threshold for daily use devices. If the number of devices in the preferred device set is greater than or equal to the preset selection number, then the preset selection number of devices is selected according to the preset selection rules. The preset selection rules are as follows: determine whether the lifespan information of the devices to be selected contains time-varying loss type lifespan information; if the determination result is yes, then the preset selection number of devices is selected according to the remaining value of the time-varying loss type lifespan information from smallest to largest; if the determination result is no, then the preset selection number of devices is selected according to the total remaining value from smallest to largest; if the remaining value of the time-varying loss type lifespan information or the total remaining value of the devices are the same, then the devices are selected according to the important remaining value from smallest to largest; if the remaining value of the time-varying loss type lifespan information or the total remaining value of the devices are the same, and the important remaining value is the same, then the devices are selected randomly; the time-varying loss type lifespan information is lifespan information that automatically decreases over time. If the number of devices in the preferred device set is less than the preset selection number, then devices in the remaining devices in the device set to be selected (excluding the preferred devices) whose time-varying loss type lifetime information is less than the next exhaustion time in the annual plan will be selected as secondary devices, thus obtaining the secondary device set; the annual plan is a time arrangement plan pre-formulated according to the equipment usage requirements. If the number of devices in the secondary selection set is greater than or equal to the second number, then the second number of devices will be selected according to the preset selection rules; the second number is obtained by subtracting the number of preferred devices from the preset selection number. If the number of devices in the secondary selection set is less than the second number, then a third number of devices are selected from the remaining devices in the selection set excluding the primary and secondary selection devices, according to a preset selection rule; the third number is obtained by subtracting the number of primary devices from the preset selection number, and then subtracting the number of secondary selection devices. When the equipment selection method is the daily use equipment selection method, based on the important surplus value set and the total surplus value set, a preset number of equipment are selected from the set of equipment to be selected, specifically including: The devices in the set of devices to be selected whose remaining lifespan after the current daily use cannot meet the requirements of exhaustive use are classified as Class A devices, thus obtaining the set of Class A devices. The remaining devices in the set of devices to be selected, excluding those in category A, are designated as category B devices, thus obtaining the set of category B devices. A preset number of candidate devices are selected from the B-type device set according to a preset selection rule to obtain an intermediate device set; the preset number of candidate devices is greater than the preset selection number. Calculate the minimum service life value for all lifespan types for each device in the intermediate device set; In the intermediate equipment set, select a preset number of equipment based on their minimum service life value, from smallest to largest.

6. A computer device, comprising: A memory, a processor, and a computer program stored in the memory and executable on the processor, characterized in that the processor executes the computer program to implement the device use selection method based on lifetime information as described in any one of claims 1-4.

7. A computer-readable storage medium having a computer program stored thereon, characterized in that, When the computer program is executed by the processor, it implements the device use selection method based on lifetime information as described in any one of claims 1-4.

8. A computer program product, comprising a computer program, characterized in that, When the computer program is executed by the processor, it implements the device use selection method based on lifetime information as described in any one of claims 1-4.

Citation Information

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