CN117611028A - Method and device for determining device starting policy, electronic device and storage medium - Google Patents

Method and device for determining device starting policy, electronic device and storage medium Download PDF

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CN117611028A
CN117611028A CN202311609269.5A CN202311609269A CN117611028A CN 117611028 A CN117611028 A CN 117611028A CN 202311609269 A CN202311609269 A CN 202311609269A CN 117611028 A CN117611028 A CN 117611028A
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processed
equipment
determining
amount
processing
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索晓阳
王少臣
王朝晖
陈波
李传波
张鹏飞
赵琳皓
张傲波
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China Post Information Technology Beijing Co ltd
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    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
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    • G—PHYSICS
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    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q10/00—Administration; Management
    • G06Q10/06—Resources, workflows, human or project management; Enterprise or organisation planning; Enterprise or organisation modelling
    • G06Q10/063—Operations research, analysis or management
    • G06Q10/0631—Resource planning, allocation, distributing or scheduling for enterprises or organisations
    • G06Q10/06311—Scheduling, planning or task assignment for a person or group

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Abstract

The invention discloses a method and a device for determining a device starting strategy, electronic equipment and a storage medium. Wherein the method comprises the following steps: for each device to be processed included in the target area, acquiring historical processing parameters corresponding to the current device to be processed; determining equipment to be processed corresponding to the current equipment to be processed based on the historical processing parameters and the predetermined area to be processed; and under the condition that the equipment waiting amount corresponding to each waiting equipment is not larger than the equipment processing threshold value corresponding to the corresponding waiting equipment, determining a target starting strategy corresponding to each waiting equipment in a preset time length based on the equipment waiting amount corresponding to each waiting equipment. According to the technical scheme, the effect of effectively determining the starting strategy of the sorting equipment on the basis of improving the utilization rate of the sorting equipment is achieved, and further, the operation efficiency and the operation quality of a transportation object are improved.

Description

Method and device for determining device starting policy, electronic device and storage medium
Technical Field
The present invention relates to the field of logistics technologies, and in particular, to a method and apparatus for determining a device start policy, an electronic device, and a storage medium.
Background
The mail processing center is a production unit responsible for centralized mail sorting processing in the logistics system. The mail processing center transfers the mails uniformly, so that the mail processing efficiency is greatly improved, and the mail processing time limit is ensured. At present, mail processing centers sort mails by means of large-scale sorting equipment, and the degree of automation is high.
At present, the starting-up scheme of sorting equipment depends on manual experience, is relatively extensive, has the condition that the processing capacity of part of sorting equipment is unsaturated, and has the advantages of less sorted mails when the equipment is started up, and the electricity cost is increased; partial sorting equipment has the condition that throughput is oversaturated, and equipment letter sorting mail is many, takes place the letter sorting line easily to block, leads to sorting equipment to shut down, influences production operation.
Disclosure of Invention
The invention provides a method, a device, electronic equipment and a storage medium for determining equipment starting strategies, which are used for effectively determining the effects of the starting strategies of sorting equipment on the basis of improving the utilization rate of the sorting equipment, and further improving the working efficiency and the working quality of a transportation object.
According to an aspect of the present invention, there is provided a method of determining a device start-up policy, the method comprising:
For each device to be processed included in the target area, acquiring historical processing parameters corresponding to the current device to be processed;
determining equipment to be processed corresponding to the current to-be-processed equipment based on the historical processing parameters and the predetermined area to-be-processed amount, wherein the area to-be-processed amount is determined based on the transportation object pre-measured amount of the target area within the preset time after the current moment;
and under the condition that the equipment to-be-processed amount corresponding to each to-be-processed equipment is not larger than the equipment processing threshold corresponding to the corresponding to-be-processed equipment, determining a target starting strategy corresponding to each to-be-processed equipment within the preset time length based on the equipment to-be-processed amount corresponding to each to-be-processed equipment, wherein the target starting strategy comprises the equipment starting strategy corresponding to each to-be-processed equipment and the device starting strategy of at least one to-be-processed device associated with each to-be-processed equipment.
According to another aspect of the present invention, there is provided an apparatus for determining a device start-up policy, the apparatus comprising:
the parameter acquisition module is used for acquiring historical processing parameters corresponding to the current equipment to be processed for each equipment to be processed included in the target area;
The waiting amount determining module is used for determining equipment waiting amount corresponding to the current waiting equipment based on the historical processing parameters and the predetermined area waiting amount, wherein the area waiting amount is determined based on the transportation object pre-measurement of the target area within the preset time after the current moment;
the starting policy determining module is configured to determine, based on the device to-be-processed amounts of each device to be processed corresponding to each device to be processed, a target starting policy corresponding to each device to be processed within the preset duration, where the target starting policy includes a device starting policy corresponding to each device to be processed and a device starting policy of at least one device to be processed associated with each device to be processed, where the device to be processed amounts of the devices to be processed corresponding to each device to be processed are not greater than a device processing threshold corresponding to each device to be processed.
According to another aspect of the present invention, there is provided an electronic apparatus including:
at least one processor; and
a memory communicatively coupled to the at least one processor; wherein,
the memory stores a computer program executable by the at least one processor to enable the at least one processor to perform the method of determining a device boot policy according to any one of the embodiments of the present invention.
According to another aspect of the present invention, there is provided a computer readable storage medium storing computer instructions for causing a processor to execute a method for determining a device start-up policy according to any of the embodiments of the present invention.
According to the technical scheme, the historical processing parameters corresponding to the current equipment to be processed are obtained for each equipment to be processed included in the target area, further, the equipment to be processed corresponding to the current equipment to be processed is determined based on the historical processing parameters and the area to be processed which are determined in advance, and finally, under the condition that the equipment to be processed corresponding to each equipment to be processed is not larger than the equipment processing threshold corresponding to the corresponding equipment to be processed, the target starting strategy corresponding to each equipment to be processed in the preset time length is determined based on the equipment to be processed corresponding to each equipment to be processed, so that the problems that time and labor are consumed in manual planning and the planning result is often not the most reasonable and the feasibility is not achieved in the related art are solved, the effect of the starting strategy of the sorting equipment is effectively determined on the basis of improving the utilization rate of the sorting equipment, and further, the operation efficiency and the operation quality of a transportation object are improved.
It should be understood that the description in this section is not intended to identify key or critical features of the embodiments of the invention or to delineate the scope of the invention. Other features of the present invention will become apparent from the description that follows.
Drawings
In order to more clearly illustrate the technical solutions of the embodiments of the present invention, the drawings required for the description of the embodiments will be briefly described below, and it is apparent that the drawings in the following description are only some embodiments of the present invention, and 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 a method of determining a device boot policy according to a first embodiment of the present invention;
FIG. 2 is a flow chart of a method of determining a device boot policy according to a first embodiment of the present invention;
fig. 3 is a schematic structural diagram of an apparatus for determining a device start-up policy according to a second embodiment of the present invention;
fig. 4 is a schematic structural diagram of an electronic device implementing a method for determining a device start policy according to an embodiment of the present invention.
Detailed Description
In order that those skilled in the art will better understand the present invention, a technical solution in the embodiments of the present invention will be clearly and completely described below with reference to the accompanying drawings in which it is apparent that the described embodiments are only some embodiments of the present invention, not all embodiments. All other embodiments, which can be made by those skilled in the art based on the embodiments of the present invention without making any inventive effort, shall fall within the scope of the present invention.
It should be noted that the terms "first," "second," and the like in the description and the claims of the present invention and the above figures are used for distinguishing between similar objects and not necessarily for describing a particular sequential or chronological order. It is to be understood that the data so used may be interchanged where appropriate such that the embodiments of the invention described herein may be implemented in sequences other than those illustrated or otherwise described herein. Furthermore, the terms "comprises," "comprising," and "having," and any variations thereof, are intended to cover a non-exclusive inclusion, such that a process, method, system, article, or apparatus that comprises a list of steps or elements is not necessarily limited to those steps or elements expressly listed but may include other steps or elements not expressly listed or inherent to such process, method, article, or apparatus.
Example 1
Fig. 1 is a flowchart of a method for determining a device start-up policy according to an embodiment of the present invention, where the method may be performed by a device for determining a device start-up policy, and the device for determining a device start-up policy may be implemented in hardware and/or software, and the device for determining a device start-up policy may be configured in a terminal and/or a server. As shown in fig. 1, the method includes:
S110, for each device to be processed included in the target area, acquiring historical processing parameters corresponding to the current device to be processed.
In the present embodiment, the target area may be an area in which transportation object processing is possible. The target area may be any area, and optionally, a transport object handling center. Alternatively, the transportation object may be mail or an article, or the like. The device to be processed may be a device for carrying out a transport object process in the target area. The equipment to be treated may be any equipment, alternatively sorting equipment. For example, when the equipment to be processed is sorting equipment, matrix balance sorting machines, small piece sorting machines, double layer sorting machines, and the like may be included. The historical processing parameters may be parameters characterizing the processing efficiency of the respective device to be processed.
In practical applications, the historical processing parameters may be used as parameters characterizing the processing conditions of the equipment to be processed when processing the transport object. Therefore, by performing data analysis on the history processing data corresponding to each of the devices to be processed, further, the history processing parameters corresponding to each of the devices to be processed can be determined.
Based on the above, the above technical means further includes: acquiring area historical processing amount corresponding to a target area and equipment historical processing amount corresponding to each piece of equipment to be processed; and determining the ratio of the historical processing amount of each device to the historical processing amount of the region to serve as the corresponding historical processing parameter of each device to be processed.
In this embodiment, the area history throughput may be understood as a sum of the number of transport objects in the form of a bundle and the number of transport objects in the form of a part processed by the target area in a preset history period. The device history throughput can be understood as the sum of the number of transport objects in the form of bundles and the number of transport objects in the form of parts processed by the device to be processed in the preset history period. For example, if the transportation object is a mail, the package is a package collection piece including a plurality of mails; the loose part is a mail. In general, in order to facilitate transportation and avoid the loss of small-sized transportation objects during transportation, some small-sized transportation objects are packaged into bags according to transportation parameters corresponding to each article, and each bag may include a plurality of transportation objects. Further, these transport objects are handled in the form of a collection package. In the art, in counting the throughput of a transportation object, it is common to use a collection and a piece of parts as a throughput counting unit. It should be noted that, during the processing, there may be an internal part for disassembling the collection bag and processing the collection bag. Further, after the inner member is processed, the inner member is repacked into the pack, and the number of the packed packs may not be the same as the number of the unpacked packs. In this case, when counting the throughput of the transportation object, the unpacked package, the bulk, the internal components in the unpacked package, and the repackaged package may be used as the throughput counting unit. For example, assume that the number of packages processed by the apparatus to be processed a is 5, the number of pieces is 5, and 10 transport objects are included in each package. If 2 bags are to be unpacked in the processing process and repacked into 3 bags after the processing is finished, the historical processing capacity of the equipment corresponding to the equipment A to be processed is 3+5+10+10+3=31. The preset history period may be any history period, alternatively, may be 7 days. By way of example, the area history throughput may be the amount of transport objects that the target area has processed within 7 days of history; the device historical throughput may be the amount of transportation objects that the device to be processed has processed within 7 days of the history.
In practical application, the area history processing amount corresponding to the target area and the device history processing amount corresponding to each device to be processed may be retrieved from the database storing the history data. Further, for each device to be processed, a ratio between the device historical processing amount corresponding to the current device to be processed and the area historical processing amount can be determined, and the ratio can be used as a historical processing parameter corresponding to the current device to be processed.
And S120, determining the equipment waiting amount corresponding to the current waiting equipment based on the historical processing parameters and the predetermined area waiting amount.
The area waiting amount is determined based on the preset amount of the transportation object in the preset time period after the current time of the target area.
In this embodiment, the area waiting amount may be understood as the number of transportation objects that the target area expects to process within a preset time period after the current time. The device throughput can be understood as the number of transport objects that the device to be processed is expected to process within a preset time period after the current time. The preset duration may be any duration, alternatively, may be 1 day. The transport object prediction amount may be the number of transport objects corresponding to each time point within the predicted preset time period. By way of example, the shipping object forecast amount may be a mail forecast amount for each hour within 1 day.
In practical application, when determining the device pending capacity corresponding to each device to be processed in the target area, the area pending capacity corresponding to the target area may be determined first. Further, the device waiting amount corresponding to each waiting device may be determined based on the region waiting amount.
Based on the above, the above technical means further includes: acquiring the regional historical processing amount and the total amount of the transported objects corresponding to the target region, and determining the ratio between the regional historical processing amount and the total amount of the transported objects as regional processing parameters corresponding to the target region; acquiring a transport object pre-measurement of a target area within a preset time after the current moment, and determining a transport object reference quantity based on the transport object pre-measurement; and determining the product between the regional processing parameter and the transport object reference quantity to serve as the regional to-be-processed quantity corresponding to the target region.
In this embodiment, the total amount of the transportation objects may be understood as a sum of the number of transportation objects and the number of parts included in each package processed by the target area in the preset history period. By way of example, assume that the target area handles 5 packages, 5 parts, and 10 transport objects per package. If 2 bags are to be unpacked in the processing process and repacked into 3 bags after the processing is finished, the historical processing capacity of the area history processing capacity equipment corresponding to the target area is 3+5+10+10+3=31, and the total amount of the transported objects is 55. The regional processing parameters may be parameters that characterize the processing of the transport object by the target region. The transport object reference amount may be determined based on a transport object pre-measurement of the target area within a pre-set time period after the current time. In general, the scheduling of each link of the processing center is matched with the predicted quantity of the transportation object, the predicted quantity corresponding to each time point in the predicted quantity of the transportation object fluctuates, and if the scheduling is performed according to the peak value of the predicted quantity, the waste of human resources is caused, and the cost is increased; if the shift is performed according to the preset average value, the to-be-processed transportation objects may exceed the specified processing time limit in the processing process, and the service quality is affected. Therefore, the peak clipping and valley filling processing can be performed on the predicted transportation object quantity by using the production operation balancing algorithm, the predicted transportation object quantity corresponding to the minimum shift is determined on the premise of guaranteeing the processing time limit, and the predicted quantity can be used as the reference transportation object quantity.
In practical application, the area history handling capacity and the total amount of the transportation object corresponding to the target area are obtained, and then, the ratio between the area history handling capacity and the total amount of the transportation object can be determined, and the ratio can be used as the area handling parameter corresponding to the target area. Further, the predicted transportation object quantity of the target area in the preset time after the current time can be obtained, and the predicted transportation object value corresponding to each time point included in the predicted transportation object quantity is processed by adopting a production operation balancing algorithm and a transportation object overdue detection algorithm, so that the reference transportation object quantity is obtained. Then, a product between the regional processing parameter and the transport object reference amount may be determined, and the product is taken as the regional to-be-processed amount corresponding to the target region.
Further, after the historical processing parameters corresponding to each device to be processed are obtained, the device to be processed corresponding to each device to be processed can be determined based on the historical processing parameters and the regional to be processed.
Optionally, determining the device waiting amount corresponding to the current waiting device based on the historical processing parameters and the predetermined region waiting amount includes: and determining the product between the historical processing parameter and the area to-be-processed amount as the equipment to-be-processed amount.
In practical application, after the historical processing parameters and the regional processing amounts corresponding to each to-be-processed device are obtained, for each to-be-processed device, the product between the historical processing parameters and the regional processing amounts corresponding to the current to-be-processed device can be determined, and the product can be used as the device to-be-processed amount corresponding to the current to-be-processed device.
And S130, determining a target starting strategy corresponding to each device to be processed in a preset duration based on the device to be processed corresponding to each device to be processed under the condition that the device to be processed corresponding to each device to be processed is not larger than a device processing threshold corresponding to the corresponding device to be processed.
In this embodiment, the device processing threshold may be understood as a value that characterizes the processing capability of the corresponding device to be processed. Different device processing thresholds may be corresponding to different devices to be processed. The target startup policy includes a device startup policy corresponding to each device to be processed and a device startup policy of at least one device associated with the device to be processed. The device start policy corresponding to the device to be processed may be understood as whether to start the corresponding device to be processed, that is, whether to make the corresponding device to be processed be in a start-up state. The device to be treated may be a treatment device affiliated with the respective device to be treated. For example, if the device to be processed is a small piece sorting device, the device to be processed is a package supplying table, and one small piece sorting device may include a plurality of package supplying tables; if the device to be processed is a matrix balance sorting device, the device to be processed is a sorting device on a balance sorting line, and one matrix balance sorting device can comprise a plurality of balance sorting lines and further a plurality of sorting devices.
In practical application, the device processing threshold corresponding to each device to be processed may be obtained, and after the device processing amount corresponding to each device to be processed is obtained, the device processing amount corresponding to each device to be processed may be compared with the device processing threshold corresponding to the corresponding device to be processed. Therefore, the situation that the equipment to be processed exceeds the equipment processing threshold value, so that the equipment to be processed cannot process all transport objects corresponding to the equipment to be processed, and the operation efficiency is affected can be avoided. Further, under the condition that the equipment processing threshold value corresponding to each piece of equipment to be processed is not larger than the equipment processing threshold value corresponding to the corresponding piece of equipment to be processed, the equipment starting strategy corresponding to each piece of equipment to be processed and the device starting strategy corresponding to at least one piece of equipment to be processed associated with each piece of equipment to be processed can be directly determined based on the equipment to be processed corresponding to each piece of equipment to be processed.
Optionally, determining a target starting policy corresponding to each device to be processed within a preset duration based on a device to be processed amount corresponding to each device to be processed, including: aiming at each device to be processed, under the condition that the device processing capacity corresponding to the current device to be processed is larger than a preset threshold, determining that the device starting strategy corresponding to the current device to be processed is power-on; under the condition that the equipment processing amount corresponding to the current equipment to be processed is not greater than a preset threshold value, determining that the equipment starting strategy corresponding to the current equipment to be processed is not needed to be started; aiming at each device to be processed of which the device starting policy is to start up, determining the device starting policy corresponding to each device to be processed associated with the current device to be processed according to a predetermined device priority order, a device processing threshold corresponding to each device to be processed associated with the current device to be processed and the device to be processed corresponding to the current device to be processed.
The preset threshold may be any value, and optionally, may be 0. The device priority order is understood to be the order of processing priority according to which the respective devices to be processed are to process the transport object. The device Priority order may be, for example, priority= (Priority 1,1 ,Priority 2,1 ,…,Priority o,1 ) Wherein, the primary isity 1,1 May represent a first piece of equipment to be processed associated with the first piece of equipment to be processed, and o may represent a number of equipment to be processed associated with the first piece of equipment to be processed. The smaller the sequence number, the higher the Priority, i.e. Priority 1,1 Priority of higher than Priority 2,1 . The device processing threshold may be understood as a value that characterizes the processing capacity of the corresponding device to be processed. Different device processing thresholds may be corresponding to different devices to be processed.
In practical application, the device processing amount corresponding to each device to be processed can be compared with a preset threshold, and for each device to be processed, the device starting policy corresponding to the current device to be processed can be determined as starting up under the condition that the device processing amount corresponding to the current device to be processed is determined to be greater than the preset threshold. And under the condition that the equipment processing amount corresponding to the current equipment to be processed is not larger than the preset threshold value, the equipment starting strategy corresponding to the current equipment to be processed can be determined to be free from starting. Further, for each device to be processed for which the starting policy is to start, the device starting policy corresponding to each device to be processed associated with each device to be processed may be continuously determined.
Optionally, determining, according to a predetermined device priority order, a device processing threshold corresponding to each device to be processed associated with the current device to be processed, and a device throughput corresponding to the current device to be processed, a device start policy corresponding to each device to be processed associated with the current device to be processed, including: determining a target device from all the devices to be processed according to the device priority order, and determining whether the equipment to be processed is larger than a preset threshold value or not; if yes, determining that the device starting strategy corresponding to the target device is started, determining a difference value between the equipment waiting amount and the device processing threshold corresponding to the target device, updating the equipment waiting amount to obtain updated equipment waiting amount, and repeatedly executing the steps of determining the target device, judging the equipment waiting amount and updating the equipment waiting amount until the updated equipment waiting amount is equal to a preset threshold to obtain the device starting strategy corresponding to each device.
In this embodiment, the target device determined according to the device priority order for the first time may be a device to be processed that is arranged first in the device priority order, and further, each device to be processed is sequentially taken as the target device according to the device priority order. The preset threshold may be any value, alternatively, may be 0.
In practical application, for each device to be processed for which the device start policy is open, the device priority order corresponding to the current device to be processed may be obtained. And determining the target device from the devices to be processed according to the device priority order. And then, determining whether the equipment waiting amount corresponding to the current equipment to be processed is larger than a preset threshold value. If so, determining that the starting strategy corresponding to the target device is on, then acquiring a device processing threshold corresponding to the target device, determining a difference value between the equipment waiting amount and the device processing threshold, updating the equipment waiting amount based on the difference value, and taking the difference value as the updated equipment waiting amount. Further, the steps of determining the target device, determining the device pending capacity, and updating the device pending capacity may be repeatedly performed until the updated device pending capacity is equal to a preset threshold. Furthermore, the device start policy corresponding to each device to be processed can be obtained.
It should be noted that, if the updated device pending capacity is equal to the preset threshold, all the pending devices are not traversed, and the starting policy corresponding to the not-traversed pending device is not required to be started.
After obtaining the device processing amounts corresponding to the devices to be processed, if it is determined that the devices to be processed exist in the devices to be processed, the device processing amounts corresponding to the devices to be processed may be corrected if the device processing amounts are greater than the device processing threshold corresponding to the device to be processed, so that the corrected device processing amounts are not greater than the corresponding device processing threshold.
Based on the above, the above technical means further includes: and correcting the equipment waiting amount corresponding to each piece of equipment to be processed under the condition that the equipment waiting amount is larger than the corresponding equipment processing threshold value in each piece of equipment to be processed.
In practical application, for each device to be processed, determining that the device processing amount corresponding to the current device to be processed is greater than the device processing threshold corresponding to the current device to be processed may indicate that the current device to be processed cannot process all transport objects corresponding to the device processing amount. At this time, the device waiting amount corresponding to each device waiting to be processed can be corrected.
Optionally, correcting the device waiting amount corresponding to each device waiting to be processed includes: for each device to be processed, determining a difference value between the device to be processed corresponding to the current device to be processed and a device processing threshold corresponding to the current device to be processed, and taking the difference value as a total processing amount difference value corresponding to the current device to be processed; dividing each device to be processed into at least one type of device set to be processed based on transport object processing attribute corresponding to each device to be processed; for various equipment sets to be processed, acquiring transport object processing parameters corresponding to all the equipment to be processed in the current equipment set to be processed, and respectively determining products between the transport object processing parameters and the total processing amount difference value to obtain the processing amount difference value corresponding to all the equipment to be processed; and correcting the equipment waiting amount corresponding to each waiting equipment in the current class of waiting equipment set based on the difference value of the processing amounts and the preset equipment priority order corresponding to the current class of waiting equipment set.
In this embodiment, the total throughput difference may be understood as the number of transported objects exceeding the device processing threshold corresponding to the respective device to be processed. The transport object handling attributes may be used to characterize the transport object form that the respective device to be handled is capable of handling. For example, if the device to be processed is a sorting device, the corresponding transportation object processing attribute thereof may include at least one of a package collection process, a piece part process, and a piece part process. When the transport object processing attribute corresponding to the sorting equipment is package collection processing, the sorting equipment can be described as being capable of processing transport objects in a package collection form; when the transportation object processing attribute corresponding to the sorting equipment is part processing, the sorting equipment can be described as being capable of processing transportation objects in a part form; when the transportation object handling attribute corresponding to the sorting apparatus is the internal part handling, it can be stated that the sorting apparatus can handle the transportation object in the form of the internal part.
In this embodiment, the devices to be processed included in the same class of device to be processed set may be devices to be processed capable of processing the same transport object form. For example, in the case where the transportation object processing attribute includes a package collection process, a piece part process, and a piece part process, each device to be processed may be divided into a package collection process device set, a piece part process device set, and a piece part process device set. It should be noted that the set of different types of devices to be processed may include the same device to be processed, that is, the device to be processed may be capable of processing multiple forms of transportation objects. The transport object handling parameters may be used to indicate the proportion of the corresponding form of transport object handled by the respective device to be handled to the total throughput. By way of example, transport object processing parameters may include package handling parameters, parts handling parameters, and internals handling parameters. In practical application, the processing parameters of the transportation object corresponding to the corresponding equipment to be processed can be determined through the historical processing data corresponding to the equipment to be processed. Specifically, for each device to be processed, at least one transportation object attribute corresponding to the current device to be processed may be determined, and a device history throughput corresponding to the current device to be processed and a transportation object throughput corresponding to the current device to be processed under each transportation object attribute are obtained. Further, for each transport object attribute, a ratio between the transport object handling capacity corresponding to the current transport object attribute and the equipment historical handling capacity may be determined, and the ratio may be used as a transport object handling parameter corresponding to the current transport object attribute. For example, with continued reference to the above example, assuming that the current sorting apparatus is an apparatus capable of handling packages, parts, and internals, the apparatus history throughput corresponding to the current sorting apparatus, the package collection throughput corresponding to the current sorting apparatus, the parts throughput, and the internals throughput may be determined. Furthermore, the ratio between the packet processing capacity and the historical processing capacity of the equipment can be determined, and the ratio is used as a packet processing parameter; determining a ratio between the processing amount of the parts and the historical processing amount of the equipment, and taking the ratio as a processing parameter of the parts; the ratio between the internal processing amount and the historical processing amount of the equipment is determined, and the ratio is taken as the internal processing parameter.
In practical application, for each device to be processed, a difference value between the device to be processed corresponding to the current device to be processed and the device processing threshold corresponding to the current device to be processed can be determined, and the difference value can be used as a total processing amount difference value corresponding to the current device to be processed, and a total processing amount difference value corresponding to each device to be processed is obtained. Further, the transport object processing attribute corresponding to each device to be processed can be obtained, and each device to be processed can be divided into at least one type of device set to be processed according to the transport object processing attribute corresponding to each device to be processed. Furthermore, for various sets of devices to be processed, the transport object processing parameters corresponding to the devices to be processed in the current set of devices to be processed can be obtained, products between the transport object processing parameters and the total processing amount difference can be determined, and each product can be used as the processing amount difference corresponding to the devices to be processed.
Further, the processing amount difference values can be added to obtain a processing amount difference value sum corresponding to the current class of equipment to be processed. And then, acquiring the equipment priority order corresponding to the current class of equipment to be processed, determining target equipment from the equipment to be processed according to the equipment priority order, and determining the difference between the equipment processing threshold value corresponding to the target equipment and the sum of the processing capacity differences to obtain a first numerical value. And if the first numerical value is determined to be larger than the preset threshold value, updating the first numerical value into the equipment to-be-processed amount corresponding to the target equipment, namely, adding the updated equipment to-be-processed amount to the un-updated equipment to be processed amount, determining a difference value between the difference value of the processing amount and the first numerical value, and taking the difference value as the difference value of the updated processing amount. Further, the steps of determining the target device, determining the first value, updating the device pending capacity, and updating the sum of the throughput differences may be repeated until the first value is equal to a preset threshold. Thus, the corrected equipment waiting capacity can be obtained.
In this embodiment, the startup time (or the shift time) of the device to be processed may be optimized, and the startup time optimization process is described below by taking a transport object as an example of mail:
1. mail forecast amount per hour of shift is m= (M) 1 ,M 2 ,...,M n ) N is the shift duration. Suppose that the shift start time is S time The shift end time is E time . Mail pre-measurement after peak clipping and valley filling processing by using production operation balancing algorithm is MP= (MP) 1 ,MP 2 ,...,MP n ) The standard quantity of the class mail is BM, the mail processing time limit is T hours, and the minimum startup mail quantity of the sorting machine is S num 。
2. Let mt=mp, for MP i If i=1 or i>1 and the mail amount of all hours before i hours is 0, and MP i <S num MT then i+1 ＝MT i+1 +MT i ，MT i ＝0。
3. Checking whether MT exceeds a time limit of T hours using a mail overrun checking algorithm, if not, mp=mt, n=n-1, s time ＝S time +1。
4. Repeating the step 2 and the step 3, and traversing MP;
5. outputting the optimized shift time length n and the shift starting time S time Shift end time E time 。
Illustratively, FIG. 2 is a schematic flow diagram of an alternative embodiment of the present invention. Taking the target area as a mail processing center, the equipment to be processed as sorting equipment and the transported object as mail as an example, as shown in fig. 2, the technical scheme can include the following steps:
1. Acquiring predicted mail quantity data of each hour of a target shift of a mail processing center;
2. calculating a reference mail amount of the target shift based on the predicted mail amount data;
3. calculating historical parameters corresponding to each sorting device;
4. calculating the amount of mail to be processed corresponding to each sorting device;
5. dynamically adjusting the mail quantity to be processed corresponding to each sorting device;
6. determining equipment starting strategies corresponding to all sorting equipment and starting strategies of sorting lines associated with all sorting equipment;
7. and outputting the equipment starting strategy corresponding to each sorting equipment, and the starting strategy, the shift duration, the shift starting time and the shift ending time of the sorting lines associated with each sorting equipment.
According to the technical scheme, the historical processing parameters corresponding to the current equipment to be processed are obtained for each equipment to be processed included in the target area, further, the equipment to be processed corresponding to the current equipment to be processed is determined based on the historical processing parameters and the area to be processed which are determined in advance, and finally, under the condition that the equipment to be processed corresponding to each equipment to be processed is not larger than the equipment processing threshold corresponding to the corresponding equipment to be processed, the target starting strategy corresponding to each equipment to be processed in the preset time length is determined based on the equipment to be processed corresponding to each equipment to be processed, so that the problems that time and labor are consumed in manual planning and the planning result is often not the most reasonable and the feasibility is not achieved in the related art are solved, the effect of the starting strategy of the sorting equipment is effectively determined on the basis of improving the utilization rate of the sorting equipment, and further, the operation efficiency and the operation quality of a transportation object are improved.
Example two
Fig. 3 is a schematic structural diagram of an apparatus for determining a device start-up policy according to a second embodiment of the present invention. As shown in fig. 3, the apparatus includes: a parameter acquisition module 210, a pending capacity determination module 220, and a startup policy determination module 230.
The parameter obtaining module 210 is configured to obtain, for each device to be processed included in the target area, a historical processing parameter corresponding to the current device to be processed; a waiting amount determining module 220, configured to determine an equipment waiting amount corresponding to the current waiting equipment based on the historical processing parameter and a predetermined area waiting amount, where the area waiting amount is determined based on a transportation object pre-measured amount of the target area within a preset time period after the current time; the starting policy determining module 230 is configured to determine, based on the device to-be-processed amounts of each of the devices to be processed corresponding to the devices to be processed, a target starting policy corresponding to each of the devices to be processed within the preset duration, where the target starting policy includes a device starting policy corresponding to each of the devices to be processed and a device starting policy of at least one device to be processed associated with each of the devices to be processed, when the device to be processed amounts of each of the devices to be processed corresponding to each of the devices to be processed are not greater than a device processing threshold corresponding to the corresponding device to be processed.
According to the technical scheme, the historical processing parameters corresponding to the current equipment to be processed are obtained for each equipment to be processed included in the target area, further, the equipment to be processed corresponding to the current equipment to be processed is determined based on the historical processing parameters and the area to be processed which are determined in advance, and finally, under the condition that the equipment to be processed corresponding to each equipment to be processed is not larger than the equipment processing threshold corresponding to the corresponding equipment to be processed, the target starting strategy corresponding to each equipment to be processed in the preset time length is determined based on the equipment to be processed corresponding to each equipment to be processed, so that the problems that time and labor are consumed in manual planning and the planning result is often not the most reasonable and the feasibility is not achieved in the related art are solved, the effect of the starting strategy of the sorting equipment is effectively determined on the basis of improving the utilization rate of the sorting equipment, and further, the operation efficiency and the operation quality of a transportation object are improved.
Optionally, the apparatus further includes: the historical processing amount acquisition module and the processing parameter determination module.
The historical processing amount acquisition module is used for acquiring the area historical processing amount corresponding to the target area and the equipment historical processing amount corresponding to each piece of equipment to be processed;
And the processing parameter determining module is used for determining the ratio between the historical processing amount of each device and the historical processing amount of the area to serve as the corresponding historical processing parameter of each device to be processed.
Optionally, the apparatus further includes: the device comprises an area processing parameter determining module, a reference quantity determining module and an area waiting quantity determining module.
The regional processing parameter determining module is used for acquiring regional historical processing capacity and total transport object quantity corresponding to a target region, and determining the ratio between the regional historical processing capacity and the total transport object quantity to serve as regional processing parameters corresponding to the target region;
the reference quantity determining module is used for obtaining the predicted quantity of the transportation object in the preset time period of the target area after the current moment and determining the reference quantity of the transportation object based on the predicted quantity of the transportation object;
and the regional treatment amount determining module is used for determining the product of the regional treatment parameter and the transport object reference amount to serve as the regional treatment amount corresponding to the target region.
Optionally, the apparatus further includes: and the pending quantity correction module.
And the to-be-processed quantity correction module is used for correcting the to-be-processed quantity of the equipment corresponding to each to-be-processed equipment under the condition that the to-be-processed quantity of the equipment is larger than the corresponding equipment processing threshold value in each to-be-processed equipment.
Optionally, the pending amount correction module includes: the device comprises a total processing amount difference determining unit, a device to be processed classifying unit, a processing amount difference determining unit and a processing amount correcting unit.
A total throughput difference determining unit, configured to determine, for each of the to-be-processed devices, a difference between a device to-be-processed amount corresponding to a current to-be-processed device and a device processing threshold corresponding to the current to-be-processed device, as a total throughput difference corresponding to the current to-be-processed device;
the equipment classification unit is used for classifying the equipment to be processed into at least one type of equipment set to be processed based on the transport object processing attribute corresponding to the equipment to be processed;
the processing amount difference determining unit is used for obtaining transport object processing parameters corresponding to all the devices to be processed in the current type of devices to be processed for all the types of devices to be processed, and respectively determining products between the transport object processing parameters and the total processing amount difference to obtain processing amount differences corresponding to all the devices to be processed;
and the to-be-processed amount correction unit is used for correcting the to-be-processed amount of the devices corresponding to the to-be-processed devices in the current class to-be-processed device set based on the difference value of the to-be-processed amounts and a predetermined device priority order corresponding to the current class to-be-processed device set.
Optionally, the pending capacity determining module 220 is specifically configured to determine a product between the historical processing parameter and the regional pending capacity as the device pending capacity.
Optionally, the starting policy determining module 230 includes: the device comprises a device starting policy first determining unit, a device starting policy second determining unit and a device starting policy determining unit.
The device starting policy first determining unit is used for determining that the device starting policy corresponding to the current device to be processed is starting up for each device to be processed under the condition that the device processing amount corresponding to the current device to be processed is greater than a preset threshold;
a second determining unit of a device start policy, configured to determine that, when the device throughput corresponding to the current device to be processed is not greater than the preset threshold, the device start policy corresponding to the current device to be processed is that startup is not required;
the device starting strategy determining unit is used for determining the device starting strategy corresponding to each device to be processed associated with the current device to be processed according to the preset device priority sequence, the device processing threshold corresponding to each device to be processed associated with the current device to be processed and the device to be processed corresponding to the current device to be processed for each device to be processed for which the device starting strategy is to be started.
Optionally, the device start policy determining unit includes: the target device determination subunit and the device start policy determination subunit.
A target device determining subunit, configured to determine a target device from the devices to be processed according to the device priority order, and determine whether the device to be processed is greater than a preset threshold;
and the device starting strategy determining subunit is used for determining that the device starting strategy corresponding to the target device is started if the device starting strategy is yes, determining the difference value between the equipment waiting amount and the device processing threshold corresponding to the target device, updating the equipment waiting amount to obtain the updated equipment waiting amount, and repeatedly executing the steps of determining the target device, judging the equipment waiting amount and updating the equipment waiting amount until the updated equipment waiting amount is equal to the preset threshold to obtain the device starting strategy corresponding to each waiting device.
The device for determining the equipment starting strategy provided by the embodiment of the invention can execute the method for determining the equipment starting strategy provided by any embodiment of the invention, and has the corresponding functional modules and beneficial effects of executing the method.
Example III
Fig. 4 shows a schematic diagram of the structure of an electronic device 10 that may be used to implement an embodiment of the invention. Electronic devices are intended to represent various forms of digital computers, such as laptops, desktops, workstations, personal digital assistants, servers, blade servers, mainframes, and other appropriate computers. Electronic equipment may also represent various forms of mobile devices, such as personal digital processing, cellular telephones, smartphones, wearable devices (e.g., helmets, glasses, watches, etc.), and other similar computing devices. The components shown herein, their connections and relationships, and their functions, are meant to be exemplary only, and are not meant to limit implementations of the inventions described and/or claimed herein.
As shown in fig. 4, the electronic device 10 includes at least one processor 11, and a memory, such as a Read Only Memory (ROM) 12, a Random Access Memory (RAM) 13, etc., communicatively connected to the at least one processor 11, in which the memory stores a computer program executable by the at least one processor, and the processor 11 may perform various appropriate actions and processes according to the computer program stored in the Read Only Memory (ROM) 12 or the computer program loaded from the storage unit 18 into the Random Access Memory (RAM) 13. In the RAM 13, various programs and data required for the operation of the electronic device 10 may also be stored. The processor 11, the ROM 12 and the RAM 13 are connected to each other via a bus 14. An input/output (I/O) interface 15 is also connected to bus 14.
Various components in the electronic device 10 are connected to the I/O interface 15, including: an input unit 16 such as a keyboard, a mouse, etc.; an output unit 17 such as various types of displays, speakers, and the like; a storage unit 18 such as a magnetic disk, an optical disk, or the like; and a communication unit 19 such as a network card, modem, wireless communication transceiver, etc. The communication unit 19 allows the electronic device 10 to exchange information/data with other devices via a computer network, such as the internet, and/or various telecommunication networks.
The processor 11 may be a variety of general and/or special purpose processing components having processing and computing capabilities. Some examples of processor 11 include, but are not limited to, a Central Processing Unit (CPU), a Graphics Processing Unit (GPU), various specialized Artificial Intelligence (AI) computing chips, various processors running machine learning model algorithms, digital Signal Processors (DSPs), and any suitable processor, controller, microcontroller, etc. The processor 11 performs the various methods and processes described above, such as the method of determining a device boot policy.
In some embodiments, the method of determining a device boot policy may be implemented as a computer program tangibly embodied on a computer-readable storage medium, such as storage unit 18. In some embodiments, part or all of the computer program may be loaded and/or installed onto the electronic device 10 via the ROM 12 and/or the communication unit 19. When the computer program is loaded into RAM 13 and executed by processor 11, one or more steps of the method of determining a device boot policy described above may be performed. Alternatively, in other embodiments, processor 11 may be configured to perform the method of determining the device start-up policy in any other suitable manner (e.g., by means of firmware).
Various implementations of the systems and techniques described here above may be implemented in digital electronic circuitry, integrated circuit systems, field Programmable Gate Arrays (FPGAs), application Specific Integrated Circuits (ASICs), application Specific Standard Products (ASSPs), systems On Chip (SOCs), load programmable logic devices (CPLDs), computer hardware, firmware, software, and/or combinations thereof. These various embodiments may include: implemented in one or more computer programs, the one or more computer programs may be executed and/or interpreted on a programmable system including at least one programmable processor, which may be a special purpose or general-purpose programmable processor, that may receive data and instructions from, and transmit data and instructions to, a storage system, at least one input device, and at least one output device.
A computer program for carrying out methods of the present invention may be written in any combination of one or more programming languages. These computer programs may be provided to a processor of a general purpose computer, special purpose computer, or other programmable data processing apparatus, such that the computer programs, when executed by the processor, cause the functions/acts specified in the flowchart and/or block diagram block or blocks to be implemented. The computer program may execute entirely on the machine, partly on the machine, as a stand-alone software package, partly on the machine and partly on a remote machine or entirely on the remote machine or server.
In the context of the present invention, a computer-readable storage medium may be a tangible medium that can contain, or store a computer program for use by or in connection with an instruction execution system, apparatus, or device. The computer readable storage medium may include, but is not limited to, an electronic, magnetic, optical, electromagnetic, infrared, or semiconductor system, apparatus, or device, or any suitable combination of the foregoing. Alternatively, the computer readable storage medium may be a machine readable signal medium. More specific examples of a machine-readable storage medium would include an electrical connection based on one or more wires, a portable computer diskette, a hard disk, a Random Access Memory (RAM), a read-only memory (ROM), an erasable programmable read-only memory (EPROM or flash memory), an optical fiber, a portable compact disc read-only memory (CD-ROM), an optical storage device, a magnetic storage device, or any suitable combination of the foregoing.
To provide for interaction with a user, the systems and techniques described here can be implemented on an electronic device having: a display device (e.g., a CRT (cathode ray tube) or LCD (liquid crystal display) monitor) for displaying information to a user; and a keyboard and a pointing device (e.g., a mouse or a trackball) through which a user can provide input to the electronic device. Other kinds of devices may also be used to provide for interaction with a user; for example, feedback provided to the user may be any form of sensory feedback (e.g., visual feedback, auditory feedback, or tactile feedback); and input from the user may be received in any form, including acoustic input, speech input, or tactile input.
The systems and techniques described here can be implemented in a computing system that includes a background component (e.g., as a data server), or that includes a middleware component (e.g., an application server), or that includes a front-end component (e.g., a user computer having a graphical user interface or a web browser through which a user can interact with an implementation of the systems and techniques described here), or any combination of such background, middleware, or front-end components. The components of the system can be interconnected by any form or medium of digital data communication (e.g., a communication network). Examples of communication networks include: local Area Networks (LANs), wide Area Networks (WANs), blockchain networks, and the internet.
The computing system may include clients and servers. The client and server are typically remote from each other and typically interact through a communication network. The relationship of client and server arises by virtue of computer programs running on the respective computers and having a client-server relationship to each other. The server can be a cloud server, also called a cloud computing server or a cloud host, and is a host product in a cloud computing service system, so that the defects of high management difficulty and weak service expansibility in the traditional physical hosts and VPS service are overcome.
It should be appreciated that various forms of the flows shown above may be used to reorder, add, or delete steps. For example, the steps described in the present invention may be performed in parallel, sequentially, or in a different order, so long as the desired results of the technical solution of the present invention are achieved, and the present invention is not limited herein.
The above embodiments do not limit the scope of the present invention. It will be apparent to those skilled in the art that various modifications, combinations, sub-combinations and alternatives are possible, depending on design requirements and other factors. Any modifications, equivalent substitutions and improvements made within the spirit and principles of the present invention should be included in the scope of the present invention.

Claims (11)

1. A method of determining a device boot policy, comprising:
for each device to be processed included in the target area, acquiring historical processing parameters corresponding to the current device to be processed;
determining equipment to be processed corresponding to the current to-be-processed equipment based on the historical processing parameters and the predetermined area to-be-processed amount, wherein the area to-be-processed amount is determined based on the transportation object pre-measured amount of the target area within the preset time after the current moment;
And under the condition that the equipment to-be-processed amount corresponding to each to-be-processed equipment is not larger than the equipment processing threshold corresponding to the to-be-processed equipment, determining a target starting strategy corresponding to each to-be-processed equipment within the preset time length based on the equipment to-be-processed amount corresponding to each to-be-processed equipment, wherein the target starting strategy comprises the equipment starting strategy corresponding to each to-be-processed equipment and the device starting strategy of at least one to-be-processed device associated with the to-be-processed equipment.
2. The method as recited in claim 1, further comprising:
acquiring area historical processing amount corresponding to a target area and equipment historical processing amount corresponding to each piece of equipment to be processed;
and determining the ratio of the historical processing amount of each device to the historical processing amount of the area to serve as a corresponding historical processing parameter of each device to be processed.
3. The method as recited in claim 1, further comprising:
acquiring an area history handling capacity and a total amount of transportation objects corresponding to a target area, and determining a ratio between the area history handling capacity and the total amount of transportation objects as an area handling parameter corresponding to the target area;
Acquiring a transport object predicted quantity of the target area within a preset time after the current moment, and determining a transport object reference quantity based on the transport object predicted quantity;
and determining the product of the regional processing parameter and the transport object reference quantity to serve as the regional to-be-processed quantity corresponding to the target region.
4. The method as recited in claim 1, further comprising:
and correcting the equipment waiting amount corresponding to each piece of equipment to be processed under the condition that the equipment waiting amount is larger than the corresponding equipment processing threshold value in each piece of equipment to be processed.
5. The method of claim 4, wherein the modifying the device pending capacity corresponding to each device to be processed comprises:
for each device to be processed, determining a difference value between the device to be processed corresponding to the current device to be processed and a device processing threshold corresponding to the current device to be processed, as a total processing amount difference value corresponding to the current device to be processed;
dividing each piece of equipment to be processed into at least one type of equipment set to be processed based on transport object processing attributes corresponding to the equipment to be processed;
For various equipment sets to be processed, acquiring transport object processing parameters corresponding to all the equipment to be processed in the current equipment set to be processed, and respectively determining products between the transport object processing parameters and the total processing amount difference value to obtain processing amount difference values corresponding to all the equipment to be processed;
and correcting the equipment waiting amount corresponding to each waiting equipment in the current class of waiting equipment set based on the processing amount difference value and a preset equipment priority order corresponding to the current class of waiting equipment set.
6. The method of claim 1, wherein the determining a device throughput corresponding to the current device to be processed based on the historical processing parameters and a predetermined region throughput comprises:
and determining the product between the historical processing parameter and the area to-be-processed amount as the equipment to-be-processed amount.
7. The method of claim 1, wherein the determining, based on the device pending amounts corresponding to the devices to be processed, a target start policy corresponding to each device to be processed for the preset duration, includes:
For each device to be processed, determining that a device starting policy corresponding to the current device to be processed is power-on under the condition that the device processing capacity corresponding to the current device to be processed is greater than a preset threshold;
determining that the equipment starting strategy corresponding to the current equipment to be processed does not need to be started under the condition that the equipment processing capacity corresponding to the current equipment to be processed is not greater than the preset threshold value;
and determining the device starting strategy corresponding to each device to be processed associated with the current device to be processed according to the predetermined device priority sequence, the device processing threshold corresponding to each device to be processed associated with the current device to be processed and the device to be processed corresponding to the current device to be processed for each device to be processed of which the device starting strategy is to be started.
8. The method of claim 7, wherein determining the device activation policy corresponding to each of the devices to be processed associated with the current device to be processed according to the predetermined device priority order, the device processing threshold corresponding to each of the devices to be processed associated with the current device to be processed, and the device throughput corresponding to the current device to be processed, comprises:
Determining a target device from the devices to be processed according to the device priority order, and determining whether the equipment to be processed is larger than a preset threshold value;
if yes, determining that a device starting policy corresponding to the target device is on, determining a difference value between the equipment waiting amount and a device processing threshold corresponding to the target device, updating the equipment waiting amount to obtain updated equipment waiting amount, and repeatedly executing the steps of determining the target device, judging the equipment waiting amount and updating the equipment waiting amount until the updated equipment waiting amount is equal to the preset threshold to obtain the device starting policy corresponding to each waiting device.
9. An apparatus for determining a device boot policy, comprising:
the parameter acquisition module is used for acquiring historical processing parameters corresponding to the current equipment to be processed for each equipment to be processed included in the target area;
the waiting amount determining module is used for determining equipment waiting amount corresponding to the current waiting equipment based on the historical processing parameters and the predetermined area waiting amount, wherein the area waiting amount is determined based on the transportation object pre-measurement of the target area within the preset time after the current moment;
The starting policy determining module is configured to determine, based on the device to-be-processed amounts of each device to be processed corresponding to each device to be processed, a target starting policy corresponding to each device to be processed within the preset duration, where the target starting policy includes a device starting policy corresponding to each device to be processed and a device starting policy of at least one device to be processed associated with each device to be processed, where the device to be processed amounts of the devices to be processed corresponding to each device to be processed are not greater than a device processing threshold corresponding to each device to be processed.
10. An electronic device, the electronic device comprising:
at least one processor; and
a memory communicatively coupled to the at least one processor; wherein,
the memory stores a computer program executable by the at least one processor to enable the at least one processor to perform the method of determining a device boot policy of any one of claims 1-8.
11. A computer readable storage medium storing computer instructions for causing a processor to execute the method of determining a device boot policy of any one of claims 1-8.
CN202311609269.5A 2023-11-28 2023-11-28 Method and device for determining device starting policy, electronic device and storage medium Pending CN117611028A (en)

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