CN112862415B - Transportation vehicle scheduling method and device, electronic equipment and computer readable medium - Google Patents
Transportation vehicle scheduling method and device, electronic equipment and computer readable medium Download PDFInfo
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Abstract
The embodiment of the disclosure discloses a transportation vehicle scheduling method, a transportation vehicle scheduling device, electronic equipment and a computer readable medium. One embodiment of the method comprises: acquiring an article delivery record set of a target warehouse in a historical time period; grouping each article ex-warehouse record in the article ex-warehouse record set according to the ex-warehouse date and/or the article code included in each article ex-warehouse record in the article ex-warehouse record set to obtain an article ex-warehouse information set; determining target article ex-warehouse information from the article ex-warehouse information set to obtain a target article ex-warehouse information set; determining article replenishment information corresponding to each target article delivery information in the target article delivery information set to obtain an article replenishment information set; and controlling the first target number of transport vehicles to carry out the article transport operation according to the article replenishment information set. The implementation mode can meet the replenishment demand of the warehouse on the premise of fully utilizing the fuel oil resources of the vehicle.
Description
Technical Field
The embodiment of the disclosure relates to the technical field of computers, in particular to a transportation vehicle scheduling method, a transportation vehicle scheduling device, electronic equipment and a computer readable medium.
Background
The transportation vehicle dispatching is a method for dispatching a certain number of vehicles to transport articles to the purpose of replenishment when the articles in a warehouse need to be replenished. At present, when a transport vehicle is dispatched, the method generally adopted is as follows: a fixed number of transport vehicles are scheduled to transport items that need replenishment.
However, when the transportation vehicle scheduling is performed in the above manner, there are often technical problems as follows:
firstly, the number of the transport vehicles which are difficult to flexibly adjust and schedule is very easy to be unmatched with the number of the replenishment items, when the number of the transport vehicles is too large compared with the number of the replenishment items, the transport vehicles can have low-load or no-load transportation conditions, so that the waste of vehicle fuel resources is caused, and when the number of the transport vehicles is too small compared with the number of the replenishment items, the transport vehicles need to be scheduled for many times to meet the replenishment requirement of a warehouse, so that the replenishment efficiency of the warehouse is reduced;
secondly, it is difficult to estimate the goods replenishment quantity accurately according to the historical goods delivery record, which causes excessive or insufficient replenishment quantity to occur after the transportation vehicle is scheduled to replenish the warehouse according to the estimated goods replenishment quantity.
Disclosure of Invention
This summary is provided to introduce a selection of concepts in a simplified form that are further described below in the detailed description. This summary is not intended to identify key features or essential features of the claimed subject matter, nor is it intended to be used to limit the scope of the claimed subject matter.
Some embodiments of the present disclosure propose a transportation vehicle scheduling method, apparatus, electronic device and computer readable medium to solve one or more of the technical problems mentioned in the background section above.
In a first aspect, some embodiments of the present disclosure provide a method of dispatching a transportation vehicle, the method comprising: acquiring an article ex-warehouse record set of a target warehouse in a historical time period, wherein article ex-warehouse records in the article ex-warehouse record set comprise: the delivery date, the goods code and the delivery amount; grouping each article ex-warehouse record in the article ex-warehouse record set according to the ex-warehouse date and/or the article code included in each article ex-warehouse record in the article ex-warehouse record set to obtain an article ex-warehouse information set; determining target article ex-warehouse information from the article ex-warehouse information set to obtain a target article ex-warehouse information set; determining article replenishment information corresponding to each target article delivery information in the target article delivery information set to obtain an article replenishment information set, wherein the article replenishment information in the article replenishment information set comprises article codes and article replenishment quantity; and controlling a first target number of transport vehicles to carry out article transport operation according to the article replenishment information set, wherein the first target number is determined according to the article replenishment information set.
In some embodiments, the determining the ex-warehouse score value corresponding to each item ex-warehouse information in the item ex-warehouse information set to obtain an ex-warehouse score value set includes:
determining the ex-warehouse score value corresponding to each item ex-warehouse information in the item ex-warehouse information set through the following formula:
wherein the content of the first and second substances,
the out-of-stock score value is represented,
representing the sum of each ex-warehouse total amount in the ex-warehouse information group included in the article ex-warehouse information,
indicating the stock included in the item stock information corresponding to the item ex-warehouse information in the item stock information set.
In some embodiments, the determining the item replenishment quantity corresponding to each target item shipment information in the target item shipment information set to obtain a replenishment quantity set includes:
determining the article replenishment quantity corresponding to each target article delivery information in the target article delivery information set through the following formula:
wherein the content of the first and second substances,
indicating the quantity of restocking of said item,
and
a serial number representing the target item ex-warehouse information in the target item ex-warehouse information set,
representing the quantity of the target item ex-warehouse information in the target item ex-warehouse information set,
representing the sum of each ex-warehouse total amount in the ex-warehouse information group included in the target item ex-warehouse information set,
indicating the first in the target item ex-warehouse information set
The total sum of each outbound total amount in the outbound information group included in the outbound information of each target item,
indicating the first in the target item ex-warehouse information set
The total amount of each warehouse-out in the warehouse-out information group included in the warehouse-out information of each target object.
In a second aspect, some embodiments of the present disclosure provide a transportation vehicle scheduling apparatus, the apparatus comprising: an obtaining unit, configured to obtain an item ex-warehouse record set of a target warehouse within a historical time period, where an item ex-warehouse record in the item ex-warehouse record set includes: the delivery date, the goods code and the delivery amount; the grouping unit is configured to perform grouping processing on each article ex-warehouse record in the article ex-warehouse record set according to the ex-warehouse date and/or the article code included in each article ex-warehouse record in the article ex-warehouse record set to obtain an article ex-warehouse information set; the first determining unit is configured to determine target article ex-warehouse information from the article ex-warehouse information set to obtain a target article ex-warehouse information set; the second determining unit is configured to determine article replenishment information corresponding to each target article warehouse-out information in the target article warehouse-out information set to obtain an article replenishment information set, wherein the article replenishment information in the article replenishment information set comprises article codes and article replenishment quantity; and the control unit is configured to control a first target number of transport vehicles to carry out article transport operation according to the article replenishment information set, wherein the first target number is determined according to the article replenishment information set.
In a third aspect, some embodiments of the present disclosure provide an electronic device, comprising: one or more processors; a storage device having one or more programs stored thereon, which when executed by one or more processors, cause the one or more processors to implement the method described in any of the implementations of the first aspect.
In a fourth aspect, some embodiments of the present disclosure provide a computer readable medium on which a computer program is stored, wherein the program, when executed by a processor, implements the method described in any of the implementations of the first aspect.
The above embodiments of the present disclosure have the following advantages: the number of the transport vehicles can be flexibly adjusted through the transport vehicle scheduling method of some embodiments of the present disclosure, so that the number of the transport vehicles is matched with the quantity of the replenishment items, and the replenishment requirement of the warehouse is met on the premise of fully utilizing the fuel oil resources of the vehicles. Based on this, the transportation vehicle scheduling method of some embodiments of the present disclosure first obtains a set of item ex-warehouse records of a target warehouse within a historical time period. And then, grouping each article ex-warehouse record in the article ex-warehouse record set according to the ex-warehouse date and/or the article code included in each article ex-warehouse record in the article ex-warehouse record set to obtain an article ex-warehouse information set. Therefore, the delivery information of each article can be obtained according to the article delivery record set in the historical time period. And then, determining target article ex-warehouse information from the article ex-warehouse information set to obtain a target article ex-warehouse information set. Thus, the article shipment information corresponding to the article to be restocked can be specified as the target article shipment information. And then determining article replenishment information corresponding to each target article delivery information in the target article delivery information set to obtain an article replenishment information set. Therefore, the replenishment quantity of each article needing replenishment can be determined, and the quantity of the transport vehicles can be determined subsequently. And finally, controlling a first target number of transport vehicles to carry out article transport operation according to the article replenishment information set, wherein the first target number is determined according to the article replenishment information set. Therefore, the number of the transport vehicles can be flexibly determined according to the item replenishment information set, so that the number of the transport vehicles is matched with the quantity of the replenishment items. Therefore, the replenishment requirement of the warehouse is met on the premise of fully utilizing the fuel oil resources of the vehicle.
Drawings
The above and other features, advantages and aspects of various embodiments of the present disclosure will become more apparent by referring to the following detailed description when taken in conjunction with the accompanying drawings. Throughout the drawings, the same or similar reference numbers refer to the same or similar elements. It should be understood that the drawings are schematic and that elements and elements are not necessarily drawn to scale.
FIG. 1 is a schematic illustration of one application scenario of a transportation vehicle scheduling method of some embodiments of the present disclosure;
FIG. 2 is a flow diagram of some embodiments of a transportation vehicle scheduling method according to the present disclosure;
FIG. 3 is a flow chart of further embodiments of a transportation vehicle scheduling method according to the present disclosure;
FIG. 4 is a schematic block diagram of some embodiments of a haulage vehicle dispatching device according to the present disclosure;
FIG. 5 is a schematic structural diagram of an electronic device suitable for use in implementing some embodiments of the present disclosure.
Detailed Description
Embodiments of the present disclosure will be described in more detail below with reference to the accompanying drawings. While certain embodiments of the present disclosure are shown in the drawings, it is to be understood that the disclosure may be embodied in various forms and should not be construed as limited to the embodiments set forth herein. Rather, these embodiments are provided for a more thorough and complete understanding of the present disclosure. It should be understood that the drawings and embodiments of the disclosure are for illustration purposes only and are not intended to limit the scope of the disclosure.
It should be noted that, for convenience of description, only the portions related to the related invention are shown in the drawings. The embodiments and features of the embodiments in the present disclosure may be combined with each other without conflict.
It should be noted that the terms "first", "second", and the like in the present disclosure are only used for distinguishing different devices, modules or units, and are not used for limiting the order or interdependence relationship of the functions performed by the devices, modules or units.
It is noted that references to "a", "an", and "the" modifications in this disclosure are intended to be illustrative rather than limiting, and that those skilled in the art will recognize that "one or more" may be used unless the context clearly dictates otherwise.
The names of messages or information exchanged between devices in the embodiments of the present disclosure are for illustrative purposes only, and are not intended to limit the scope of the messages or information.
The present disclosure will be described in detail below with reference to the accompanying drawings in conjunction with embodiments.
Fig. 1 is a schematic diagram of one application scenario of a transportation vehicle scheduling method of some embodiments of the present disclosure.
In the application scenario of fig. 1, first, the computing device 101 may obtain an item export record set 102 of a target warehouse within a historical time period, where the item export records in the item export record set 102 include: date of delivery, item code and amount of delivery. Then, the computing device 101 may perform grouping processing on each item ex-warehouse record in the item ex-warehouse record set 102 according to the ex-warehouse date and/or the item code included in each item ex-warehouse record in the item ex-warehouse record set 102, so as to obtain an item ex-warehouse information set 103. Then, the computing device 101 may determine the target item ex-warehouse information from the item ex-warehouse information set 103 to obtain a target item ex-warehouse information set 104. Then, the computing device 101 may determine item replenishment information corresponding to each item of interest shipment information in the item of interest shipment information set 104 to obtain an item replenishment information set 105, where the item replenishment information in the item replenishment information set 105 includes an item code and an item replenishment quantity. Finally, the computing device 101 may control a first target number of transportation vehicles 106 to perform an item transportation operation according to the item replenishment information set 105, wherein the first target number is determined according to the item replenishment information set 105.
The computing device 101 may be hardware or software. When the computing device is hardware, it may be implemented as a distributed cluster composed of multiple servers or terminal devices, or may be implemented as a single server or a single terminal device. When the computing device is embodied as software, it may be installed in the hardware devices enumerated above. It may be implemented, for example, as multiple software or software modules to provide distributed services, or as a single software or software module. And is not particularly limited herein.
It should be understood that the number of computing devices in FIG. 1 is merely illustrative. There may be any number of computing devices, as implementation needs dictate.
With continued reference to fig. 2, a flow 200 of some embodiments of a transportation vehicle scheduling method according to the present disclosure is shown. The transportation vehicle dispatching method comprises the following steps:
In some embodiments, the executing entity (e.g., the computing device 101 shown in fig. 1) of the transportation vehicle scheduling method may obtain the set of item ex-warehouse records of the target warehouse within the historical time period through a wired connection or a wireless connection. Wherein, the article ex-warehouse record in the article ex-warehouse record set may include: date of delivery, item code and amount of delivery. The above-mentioned historical time period may be a preset time period, for example, one week or one month, etc. The end time point of the preset time period may be a current time. The historical time period may be a time period in which the latest replenishment time is used as a starting time point and the current time is used as an ending time point. The target warehouse may be a warehouse that needs replenishment. The item code may be used to uniquely identify an item. The delivery date, the item code and the delivery amount included in the item delivery record may represent the delivery amount of the item identified by the item code on the delivery date.
As an example, the above-mentioned historical period may be 3 days from 1 day 4/2021 to 3 days 4/2021. The article export record set may be { [ 1/4/1/001/40/2021 ], [ 1/4/1/002/8/2021/4/1/003/100/2021/4/2/2021/2/001/60 ], [ 2/4/2021/2/002/9/2021/4/2/003/70/2021/4/3/001/90/2021/4/3/002/7/2021/4/3/003/40/2021/4/3/2021/4/3/001/90/h.
In some optional implementations of some embodiments, the execution subject may obtain the set of item ex-warehouse records of the target warehouse within the historical time period in response to determining that the warehouse area usage rate of the target warehouse is lower than a preset threshold. The warehouse area utilization ratio may be a ratio of an occupied area of the articles in the warehouse to an available area of the warehouse. A lower warehouse area utilization indicates fewer items in the warehouse. The area utilization rate of the warehouse can be used for measuring whether the target warehouse needs to be replenished.
As an example, the preset threshold may be 40%.
In some embodiments, the performing main body performs grouping processing on each article ex-warehouse record in the article ex-warehouse record set according to an ex-warehouse date and an article code included in each article ex-warehouse record in the article ex-warehouse record set to obtain an article ex-warehouse information set, and the method may include the following steps:
the first step is that the article ex-warehouse records with the same article code in the article ex-warehouse record set are determined as the article ex-warehouse records in the same article ex-warehouse record group, and an article ex-warehouse record group set is obtained.
As an example, the above-mentioned item shipment record group may be { [ [ 4/1/2021/001, 40 ], [ 4/2/2021/001, 60 ], [ 4/3/2021/001, 90 ] ], [ [ 4/1/2021/1/002/8 ], [ 4/2/2021/002/9 ], [ 4/3/2021/002/7 ] ], [ [ 4/1/2021/1/003/100 ], [ 4/2/2021/4/003/70 ], [ 4/3/2021/3/003/40 ] ] }.
And secondly, combining the sum of the delivery volume of each item delivery record in each item delivery record group in the item delivery record group set with the item code corresponding to the item delivery record group to generate item delivery information, so as to obtain an item delivery information set. The article delivery information may include an article code and a total delivery amount.
As an example, the item export information set may be { [001, 190 ], [002, 24 ], [003, 210 ] }.
And step 203, determining the target article ex-warehouse information from the article ex-warehouse information set to obtain a target article ex-warehouse information set.
In some embodiments, the execution subject may select, from the item outbound information set, item outbound information that includes a sum of outbound amounts greater than or equal to a median of the sum of outbound amounts included in each item of the item outbound information set as target item outbound information, to obtain a target item outbound information set.
As an example, the total of the ex-warehouse quantities included in each item ex-warehouse information in the item ex-warehouse information set is 190 pieces, 24 pieces and 210 pieces, respectively. The above median is 190 pieces. The target item ex-warehouse information set may be { [001, 190 ], [003, 210 ] }.
And 204, determining article replenishment information corresponding to each target article delivery information in the target article delivery information set to obtain an article replenishment information set.
In some embodiments, the execution subject may determine each target item shipment information in the target item shipment information set as item replenishment information, to obtain an item replenishment information set. The article replenishment information in the article replenishment information set may include an article code and an article replenishment quantity.
As an example, the item restocking information set may be { [001, 190 ], [003, 210 ] }.
And step 205, controlling the first target number of transport vehicles to carry out the article transport operation according to the article replenishment information set.
In some embodiments, the execution body may control the first target number of transportation vehicles to perform the article transportation operation according to the article replenishment information set. The first target quantity may be determined according to the item replenishment information set. First, the total replenishment volume corresponding to the item replenishment information set may be determined from the item replenishment information set and the average volume of the items. The total replenishment volume may be a product of a sum of replenishment quantities of the articles included in the replenishment information of each article in the replenishment information set of the articles and the average volume of the articles. Then, the ratio of the total restocking volume to the volume of the cargo space of the transport vehicle may be rounded up to obtain the first target quantity. The mean volume of the items and the cargo space of the transport vehicle may be predetermined.
In some optional implementations of some embodiments, the first target number may be determined by:
the method comprises the steps of firstly, determining the required transport vehicle number corresponding to each item replenishment information in the item replenishment information set according to a transport vehicle loading information set acquired in advance, and obtaining a required transport vehicle number set. The cargo information of the transport vehicle in the cargo information set of the transport vehicle may include an item code and a number of full-loaded items.
As an example, the set of transport vehicle cargo information may be { [001, 50 ], [002, 60 ], [003, 10 ] }.
The second step of generating the first target number by using the sum of the required number of transportation vehicles in the required number of transportation vehicles set may include the steps of:
the first substep is to determine the ratio of the replenishment quantity of each item included in the replenishment information of each item in the replenishment information set of items to the quantity of full-load items included in the corresponding cargo information of the transport vehicle in the cargo information set of the transport vehicle as a candidate target quantity to obtain a candidate target quantity set. Wherein, the correspondence may mean that the article codes are the same.
And a second substep of rounding up the sum of the number of the candidate targets in the set of the number of the candidate targets to obtain a first target number.
The above embodiments of the present disclosure have the following advantages: the number of the transport vehicles can be flexibly adjusted through the transport vehicle scheduling method of some embodiments of the present disclosure, so that the number of the transport vehicles is matched with the quantity of the replenishment items, and the replenishment requirement of the warehouse is met on the premise of fully utilizing the fuel oil resources of the vehicles. Based on this, the transportation vehicle scheduling method of some embodiments of the present disclosure first obtains a set of item ex-warehouse records of a target warehouse within a historical time period. And then, grouping each article ex-warehouse record in the article ex-warehouse record set according to the ex-warehouse date and/or the article code included in each article ex-warehouse record in the article ex-warehouse record set to obtain an article ex-warehouse information set. Therefore, the delivery information of each article can be obtained according to the article delivery record set in the historical time period. And then, determining target article ex-warehouse information from the article ex-warehouse information set to obtain a target article ex-warehouse information set. Thus, the article shipment information corresponding to the article to be restocked can be specified as the target article shipment information. And then determining article replenishment information corresponding to each target article delivery information in the target article delivery information set to obtain an article replenishment information set. Therefore, the replenishment quantity of each article needing replenishment can be determined, and the quantity of the transport vehicles can be determined subsequently. And finally, controlling a first target number of transport vehicles to carry out article transport operation according to the article replenishment information set, wherein the first target number is determined according to the article replenishment information set. Therefore, the number of the transport vehicles can be flexibly determined according to the item replenishment information set, so that the number of the transport vehicles is matched with the quantity of the replenishment items. Therefore, the replenishment requirement of the warehouse is met on the premise of fully utilizing the fuel oil resources of the vehicle.
With further reference to fig. 3, a flow 300 of further embodiments of a transportation vehicle scheduling method is shown. The process 300 of the transportation vehicle scheduling method includes the following steps:
In some embodiments, the specific implementation manner and technical effects of step 301 may refer to step 201 in those embodiments corresponding to fig. 2, and are not described herein again.
In some embodiments, the performing main body performs grouping processing on each item ex-warehouse record in the item ex-warehouse record set according to an ex-warehouse date and an item code included in each item ex-warehouse record in the item ex-warehouse record set, and may include the following steps:
the first step is that each article ex-warehouse record in the article ex-warehouse record set is grouped according to the article code included in each article ex-warehouse record in the article ex-warehouse record set, and an article ex-warehouse record group set is obtained.
And secondly, dividing the historical time period into a second target number of sub-historical time periods, and taking the second target number of sub-historical time periods as ex-warehouse time periods to obtain an ex-warehouse time period set. Wherein the second target number may be a preset number.
As an example, the second target number may be 3. The respective sub-history periods corresponding to the above-mentioned history period of 2021 year 4 month 1 day to 2021 year 4 month 3 day may be 2021 year 4 month 1 day, 2021 year 4 month 2 day and 2021 year 4 month 3 day. The set of ex-warehouse time periods may be [ 1/4/2021, 2/4/2021, 3/4/2021 ].
And thirdly, determining the total ex-warehouse quantity corresponding to each ex-warehouse time period in the ex-warehouse time period set in each article ex-warehouse record group in the article ex-warehouse record group set to obtain an ex-warehouse information group. The ex-warehouse information in the ex-warehouse information group comprises ex-warehouse time periods and ex-warehouse total amount. The total delivery amount may be a sum of delivery amounts included in each of the delivery records of the delivery date included in the set of delivery records for each item within a certain delivery time period.
As an example, if the article shipment record corresponding to the shipment time period 2021 year 4 month 1 day in the article shipment record group [ [2021 year 4 month 1 day, 001, 40 ], [2021 year 4 month 2 day, 001, 60 ], [2021 year 4 month 3 day, 001, 90 ] ] is [2021 year 4 month 1 day, 001, 40 ], the total shipment amount corresponding to the shipment time period 2021 year 4 month 1 day may be 40.
The shipment information group corresponding to each article shipment record group in the above article shipment record group set may be [ [ 4 months in 2021 for 1 day, 40 ], [ 4 months in 2021 for 2 days, 60 ], [ 4 months in 2021 for 3 days, 90 pieces ] ], [ [ 4 months in 2021 for 1 day, 8 pieces ], [ 4 months in 2021 for 2 days, 9 pieces ], [ 4 months in 2021 for 3 days, 7 pieces ] and [ [ 4 months in 2021 for 1 day, 100 pieces ], [ 4 months in 2021 for 2 days, 70 pieces ], [ 4 months in 2021 for 3 days, 40 pieces ] ].
And fourthly, combining the article codes and the ex-warehouse information groups corresponding to the article ex-warehouse record groups in the article ex-warehouse record group set to obtain an article ex-warehouse information set, wherein the article ex-warehouse information in the article ex-warehouse information set comprises the article codes and the ex-warehouse information groups.
As an example, the article code corresponding to the shipment information group [ [ 40 pieces at 4 months and 1 days in 2021 ], [2 pieces at 4 months and 2 days in 2021 ], [ 90 pieces at 4 months and 3 days in 2021 ] ] is 001. The article code corresponding to the shipment information group [ [ 1/4/2021/8 ], [ 2/4/2021/2/9 ], [ 3/4/2021/3/7 ] ] is 002. The article code corresponding to the shipment information group [ 1/4/2021, 100/2021, 4/2/2021, 70/2021, 4/3/2021, 40/003 ] is 003.
The above-mentioned item shipment information set may be { (001, [ [ 4/1/2021/40 ], [ 4/2/2021/60 ], [ 4/3/2021/90 ] ]), (002, [ [ 4/1/2021/4/1/8 ], [ 4/2/2021/9/2021/4/3/7/2021 ] ]), (003, [ [ 4/1/2021/4/1/100 ], [ 4/2/2021/4/2/70 ], [ 4/3/2021/4/40 ] ]).
In some embodiments, an executing entity (e.g., the computing device 101 shown in fig. 1) of the transportation vehicle scheduling method determining item replenishment information corresponding to each item of target item shipment information in the set of target item shipment information to obtain a set of item replenishment information may include the following steps:
first, an item inventory information set is obtained. Wherein the item stock level information in the item stock level information set includes an item code and a stock level.
As an example, the above-mentioned item inventory information set may be { [001, 40 ], [002, 20 ], [001, 60 ] }.
Secondly, determining the ex-warehouse score value corresponding to each item ex-warehouse information in the item ex-warehouse information set by using the item inventory information set through the following formula to obtain an ex-warehouse score value set:
wherein the content of the first and second substances,
the above-described out-of-stock score value is represented.
And the sum of each total ex-warehouse quantity in the ex-warehouse information group included in the article ex-warehouse information is shown.
Indicating the stock included in the stock information corresponding to the article shipment information in the article stock information set. The article stock level information corresponding to the article shipment information in the article stock level information set may be article stock level information including an article code identical to the article code included in the article shipment information.
And thirdly, determining the target article ex-warehouse information from the article ex-warehouse information set according to the ex-warehouse score value set to obtain a target article ex-warehouse information set. The article ex-warehouse information set can be obtained by selecting article ex-warehouse information, of which the corresponding ex-warehouse score value is greater than or equal to the average value of each ex-warehouse score value in the ex-warehouse score value set, from the article ex-warehouse information set as target article ex-warehouse information.
And step 304, determining the article replenishment quantity corresponding to each target article delivery information in the target article delivery information set to obtain a replenishment quantity set.
In some embodiments, the executing entity may determine the article replenishment quantity corresponding to each target article ex-warehouse information in the target article ex-warehouse information set by using the following formula:
wherein the content of the first and second substances,
and the replenishment quantity of the articles is represented.
And
and the serial number represents the target article delivery information in the target article delivery information set.
And the quantity of the target item ex-warehouse information in the target item ex-warehouse information set is represented.
And the sum of each ex-warehouse total amount in the ex-warehouse information group included in the target item ex-warehouse information set is represented.
Indicating the first in the target article delivery information set
The total amount of each warehouse-out in the warehouse-out information group included in the warehouse-out information of each target object.
Indicating the first in the target article delivery information set
The total amount of each warehouse-out in the warehouse-out information group included in the warehouse-out information of each target object.
The above formulas and related contents in steps 303 and 304 are regarded as an invention point of the embodiments of the present disclosure, and solve the technical problem mentioned in the background art "the situation that the replenishment quantity is too large or too small, when the replenishment quantity is too small, the warehouse is still in a condition of low utilization rate of the warehouse area after the replenishment, and when the replenishment quantity is too large, the situation that the items are stacked in the warehouse within a period of time" is easily solved. The factors that lead to the above technical problems tend to be as follows: the goods replenishment quantity of the goods is difficult to accurately estimate according to historical goods delivery records, so that the situation of excessive or insufficient replenishment quantity is easy to occur after the transportation vehicle is dispatched to replenish the warehouse according to the estimated goods replenishment quantity. If the factors are solved, the effects of improving the utilization rate of the warehouse area and reducing the accumulation of articles so as to avoid the spoilage of the articles can be achieved. To achieve this effect, the present disclosure first determines the outbound rating value corresponding to the article outbound information by the sum of each outbound total amount in the outbound information group included in the article outbound information and the stock amount included in the article stock amount information corresponding to the article outbound information in the article stock amount information set. When the ratio of the sum of each warehouse-out total amount in the warehouse-out information group included in the article warehouse-out information to the stock amount is larger, the difference between the historical warehouse-out amount of the article and the current stock amount of the article is larger, the current stock amount is more difficult to meet the future warehouse-out requirement, and the warehouse-out score value is correspondingly higher. When the sum of each ex-warehouse total amount in the ex-warehouse information group included in the article ex-warehouse information is larger, the higher the ex-warehouse demand of the article is, the higher the ex-warehouse score value is correspondingly. And then, determining a target article ex-warehouse information set according to the ex-warehouse score value. And determining the replenishment quantity by using the change of the warehouse-out rule of the articles in the historical time period reflected by the sum of the warehouse-out total quantity of the same article in different warehouse-out time periods in the target article warehouse-out information. The closer the current time, the higher the influence of the sum of the total delivery amounts corresponding to the delivery time periods on the replenishment quantity. The influence of the sum of the total delivery amounts corresponding to the delivery time periods earlier than the current time on the replenishment quantity is lower. Therefore, the replenishment quantity is accurately determined according to the sum of the total delivery quantities corresponding to different delivery time periods in the historical time period. Therefore, the condition that the replenishment quantity is too much or too little is avoided, the storage area utilization rate is improved, meanwhile, the accumulation of articles is reduced, and the putrefaction and deterioration caused by the excessive accumulation of the articles can be avoided.
And 305, combining the article code and the article replenishment quantity corresponding to each target article delivery information in the target article delivery information set to obtain article replenishment information.
In some embodiments, the execution subject may combine the article code and the article replenishment quantity corresponding to each target article shipment information in the target article shipment information set to obtain the article replenishment information. The article replenishment information may include an article code and an article replenishment quantity.
And step 306, controlling the first target number of transport vehicles to carry out the article transportation operation according to the article replenishment information set.
In some embodiments, the specific implementation manner and technical effects of step 306 may refer to step 205 in those embodiments corresponding to fig. 2, and are not described herein again.
And 307, sending each item replenishment information in the item replenishment information set to a corresponding supply display terminal for display.
In some embodiments, the execution subject may send each item restocking information in the item restocking information set to a corresponding supply display terminal for display. Thus, the article supplier can be informed in advance to stock when the first target number of transport vehicles have not reached the delivery location of the article supplier. Therefore, after the transport vehicle reaches the goods supply place of the goods supplier, the waiting time can be reduced, the goods can be loaded on the vehicle as soon as possible and transported to the target warehouse, the transport efficiency of the transport vehicle is improved, and the transport time is saved.
As can be seen from fig. 3, compared with the description of some embodiments corresponding to fig. 2, the flow 300 of the transportation vehicle scheduling method in some embodiments corresponding to fig. 3 first determines the outbound score value corresponding to the item outbound information by the sum of the outbound total amounts in the outbound information group included in the item outbound information and the inventory amount included in the item inventory amount information corresponding to the item outbound information in the item inventory amount information set. When the ratio of the sum of each warehouse-out total amount in the warehouse-out information group included in the article warehouse-out information to the stock amount is larger, the difference between the historical warehouse-out amount of the article and the current stock amount of the article is larger, the current stock amount is more difficult to meet the future warehouse-out requirement, and the warehouse-out score value is correspondingly higher. When the sum of each ex-warehouse total amount in the ex-warehouse information group included in the article ex-warehouse information is larger, the higher the ex-warehouse demand of the article is, the higher the ex-warehouse score value is correspondingly. And then, determining a target article ex-warehouse information set according to the ex-warehouse score value. And determining the replenishment quantity by using the change of the warehouse-out rule of the articles in the historical time period reflected by the sum of the warehouse-out total quantity of the same article in different warehouse-out time periods in the target article warehouse-out information. The closer the current time, the higher the influence of the sum of the total delivery amounts corresponding to the delivery time periods on the replenishment quantity. The influence of the sum of the total delivery amounts corresponding to the delivery time periods earlier than the current time on the replenishment quantity is lower. Therefore, the replenishment quantity is accurately determined according to the sum of the total delivery quantities corresponding to different delivery time periods in the historical time period. Therefore, the condition that the replenishment quantity is too much or too little is avoided, the storage area utilization rate is improved, meanwhile, the accumulation of articles is reduced, and the putrefaction and deterioration caused by the excessive accumulation of the articles can be avoided.
With further reference to fig. 4, as an implementation of the methods illustrated in the above figures, the present disclosure provides some embodiments of a transportation vehicle dispatching device, which correspond to those of the method embodiments illustrated in fig. 2, and which may be particularly applicable in various electronic devices.
As shown in fig. 4, the transportation vehicle dispatching device 400 of some embodiments includes: an acquisition unit 401, a grouping unit 402, a first determination unit 403, a second determination unit 404, and a control unit 405. The obtaining unit 401 is configured to obtain an item ex-warehouse record set of a target warehouse within a historical time period, where an item ex-warehouse record in the item ex-warehouse record set includes: the delivery date, the goods code and the delivery amount; a grouping unit 402, configured to perform grouping processing on each item ex-warehouse record in the item ex-warehouse record set according to an ex-warehouse date and/or an item code included in each item ex-warehouse record in the item ex-warehouse record set, so as to obtain an item ex-warehouse information set; a first determining unit 403, configured to determine the target item ex-warehouse information from the item ex-warehouse information set, so as to obtain a target item ex-warehouse information set; a second determining unit 404, configured to determine item replenishment information corresponding to each piece of target item shipment information in the target item shipment information set, to obtain an item replenishment information set, where the item replenishment information in the item replenishment information set includes an item code and an item replenishment quantity; a control unit 405 configured to control a first target number of transportation vehicles to perform an item transportation operation according to the item replenishment information set, wherein the first target number is determined according to the item replenishment information set.
It will be understood that the elements described in the apparatus 400 correspond to various steps in the method described with reference to fig. 2. Thus, the operations, features and resulting advantages described above with respect to the method are also applicable to the apparatus 400 and the units included therein, and will not be described herein again.
Referring now to FIG. 5, a block diagram of an electronic device 500 suitable for use in implementing some embodiments of the present disclosure is shown. The electronic device shown in fig. 5 is only an example, and should not bring any limitation to the functions and the scope of use of the embodiments of the present disclosure.
As shown in fig. 5, electronic device 500 may include a processing means (e.g., central processing unit, graphics processor, etc.) 501 that may perform various appropriate actions and processes in accordance with a program stored in a Read Only Memory (ROM) 502 or a program loaded from a storage means 508 into a Random Access Memory (RAM) 503. In the RAM 503, various programs and data necessary for the operation of the electronic apparatus 500 are also stored. The processing device 501, the ROM 502, and the RAM 503 are connected to each other through a bus 504. An input/output (I/O) interface 505 is also connected to bus 504.
Generally, the following devices may be connected to the I/O interface 505: input devices 506 including, for example, a touch screen, touch pad, keyboard, mouse, camera, microphone, accelerometer, gyroscope, etc.; output devices 507 including, for example, a Liquid Crystal Display (LCD), speakers, vibrators, and the like; and a communication device 509. The communication means 509 may allow the electronic device 500 to communicate with other devices wirelessly or by wire to exchange data. While fig. 5 illustrates an electronic device 500 having various means, it is to be understood that not all illustrated means are required to be implemented or provided. More or fewer devices may alternatively be implemented or provided. Each block shown in fig. 5 may represent one device or may represent multiple devices as desired.
In particular, according to some embodiments of the present disclosure, the processes described above with reference to the flow diagrams may be implemented as computer software programs. For example, some embodiments of the present disclosure include a computer program product comprising a computer program embodied on a computer readable medium, the computer program comprising program code for performing the method illustrated in the flow chart. In some such embodiments, the computer program may be downloaded and installed from a network via the communication means 509, or installed from the storage means 508, or installed from the ROM 502. The computer program, when executed by the processing device 501, performs the above-described functions defined in the methods of some embodiments of the present disclosure.
It should be noted that the computer readable medium described in some embodiments of the present disclosure may be a computer readable signal medium or a computer readable storage medium or any combination of the two. A computer readable storage medium may be, for example, but not limited to, an electronic, magnetic, optical, electromagnetic, infrared, or semiconductor system, apparatus, or device, or any combination of the foregoing. More specific examples of the computer readable storage medium may include, but are not limited to: an electrical connection having 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. In some embodiments of the disclosure, a computer readable storage medium may be any tangible medium that can contain, or store a program for use by or in connection with an instruction execution system, apparatus, or device. In some embodiments of the present disclosure, however, a computer readable signal medium may include a propagated data signal with computer readable program code embodied therein, for example, in baseband or as part of a carrier wave. Such a propagated data signal may take many forms, including, but not limited to, electro-magnetic, optical, or any suitable combination thereof. A computer readable signal medium may also be any computer readable medium that is not a computer readable storage medium and that can communicate, propagate, or transport a program for use by or in connection with an instruction execution system, apparatus, or device. Program code embodied on a computer readable medium may be transmitted using any appropriate medium, including but not limited to: electrical wires, optical cables, RF (radio frequency), etc., or any suitable combination of the foregoing.
In some embodiments, the clients, servers may communicate using any currently known or future developed network Protocol, such as HTTP (HyperText Transfer Protocol), and may interconnect with any form or medium of digital data communication (e.g., a communications network). Examples of communication networks include a local area network ("LAN"), a wide area network ("WAN"), the Internet (e.g., the Internet), and peer-to-peer networks (e.g., ad hoc peer-to-peer networks), as well as any currently known or future developed network.
The computer readable medium may be embodied in the electronic device; or may exist separately without being assembled into the electronic device. The computer readable medium carries one or more programs which, when executed by the electronic device, cause the electronic device to: acquiring an article ex-warehouse record set of a target warehouse in a historical time period, wherein article ex-warehouse records in the article ex-warehouse record set comprise: the delivery date, the goods code and the delivery amount; grouping each article ex-warehouse record in the article ex-warehouse record set according to the ex-warehouse date and/or the article code included in each article ex-warehouse record in the article ex-warehouse record set to obtain an article ex-warehouse information set; determining target article ex-warehouse information from the article ex-warehouse information set to obtain a target article ex-warehouse information set; determining article replenishment information corresponding to each target article delivery information in the target article delivery information set to obtain an article replenishment information set, wherein the article replenishment information in the article replenishment information set comprises article codes and article replenishment quantity; and controlling a first target number of transport vehicles to carry out article transport operation according to the article replenishment information set, wherein the first target number is determined according to the article replenishment information set.
Computer program code for carrying out operations for embodiments of the present disclosure may be written in any combination of one or more programming languages, including an object oriented programming language such as Java, Smalltalk, C + +, and conventional procedural programming languages, such as the "C" programming language or similar programming languages. The program code may execute entirely on the user's computer, partly on the user's computer, as a stand-alone software package, partly on the user's computer and partly on a remote computer or entirely on the remote computer or server. In the case of a remote computer, the remote computer may be connected to the user's computer through any type of network, including a Local Area Network (LAN) or a Wide Area Network (WAN), or the connection may be made to an external computer (for example, through the Internet using an Internet service provider).
The flowchart and block diagrams in the figures illustrate the architecture, functionality, and operation of possible implementations of systems, methods and computer program products according to various embodiments of the present disclosure. In this regard, each block in the flowchart or block diagrams may represent a module, segment, or portion of code, which comprises one or more executable instructions for implementing the specified logical function(s). It should also be noted that, in some alternative implementations, the functions noted in the block may occur out of the order noted in the figures. For example, two blocks shown in succession may, in fact, be executed substantially concurrently, or the blocks may sometimes be executed in the reverse order, depending upon the functionality involved. It will also be noted that each block of the block diagrams and/or flowchart illustration, and combinations of blocks in the block diagrams and/or flowchart illustration, can be implemented by special purpose hardware-based systems which perform the specified functions or acts, or combinations of special purpose hardware and computer instructions.
The units described in some embodiments of the present disclosure may be implemented by software, and may also be implemented by hardware. The described units may also be provided in a processor, and may be described as: a processor includes an acquisition unit, a grouping unit, a first determination unit, a second determination unit, and a control unit. Where the names of these units do not in some cases constitute a limitation on the units themselves, for example, the retrieval unit may also be described as a "unit that retrieves a set of item export records".
The functions described herein above may be performed, at least in part, by one or more hardware logic components. For example, without limitation, exemplary types of hardware logic components that may be used include: field Programmable Gate Arrays (FPGAs), Application Specific Integrated Circuits (ASICs), Application Specific Standard Products (ASSPs), systems on a chip (SOCs), Complex Programmable Logic Devices (CPLDs), and the like.
Claims (8)
1. A method of dispatching a transportation vehicle, comprising:
acquiring an article ex-warehouse record set of a target warehouse in a historical time period, wherein article ex-warehouse records in the article ex-warehouse record set comprise: the delivery date, the goods code and the delivery amount;
grouping each article ex-warehouse record in the article ex-warehouse record set according to the ex-warehouse date and/or the article code included in each article ex-warehouse record in the article ex-warehouse record set to obtain an article ex-warehouse information set;
determining the target article ex-warehouse information from the article ex-warehouse information set to obtain a target article ex-warehouse information set;
determining article replenishment information corresponding to each target article delivery information in the target article delivery information set to obtain an article replenishment information set, wherein the article replenishment information in the article replenishment information set comprises article codes and article replenishment quantity;
controlling a first target number of transport vehicles to perform an item transport operation according to the item replenishment information set, wherein the first target number is determined according to the item replenishment information set;
wherein, the step of determining the target article ex-warehouse information from the article ex-warehouse information set to obtain a target article ex-warehouse information set comprises the following steps:
acquiring an article stock quantity information set, wherein the article stock quantity information in the article stock quantity information set comprises an article code and a stock quantity;
determining the ex-warehouse score value corresponding to each item ex-warehouse information in the item ex-warehouse information set by using the item inventory information set to obtain an ex-warehouse score value set;
determining the warehouse-out information of the target object from the warehouse-out information set according to the warehouse-out score value set to obtain a warehouse-out information set of the target object;
the determining of the article replenishment information corresponding to each target article delivery information in the target article delivery information set includes:
determining the article replenishment quantity corresponding to each target article delivery information in the target article delivery information set to obtain a replenishment quantity set;
and combining the article code and the article replenishment quantity corresponding to each target article delivery information in the target article delivery information set to obtain article replenishment information.
2. The method of claim 1, wherein the method further comprises:
and sending each article replenishment information in the article replenishment information set to a corresponding supply display terminal for display.
3. The method according to claim 1, wherein the grouping processing of each item ex-warehouse record in the item ex-warehouse record set according to the ex-warehouse date and/or the item code included in each item ex-warehouse record in the item ex-warehouse record set to obtain an item ex-warehouse information set comprises:
grouping the article ex-warehouse records in the article ex-warehouse record set according to article codes included in the article ex-warehouse records in the article ex-warehouse record set to obtain an article ex-warehouse record group set;
dividing the historical time period into a second target number of sub-historical time periods, and taking the second target number of sub-historical time periods as ex-warehouse time periods to obtain an ex-warehouse time period set;
determining the total ex-warehouse quantity corresponding to each ex-warehouse time period in the ex-warehouse time period set in each article ex-warehouse record group in the article ex-warehouse record group set to obtain an ex-warehouse information group, wherein ex-warehouse information in the ex-warehouse information group comprises the ex-warehouse time period and the ex-warehouse quantity;
and combining the article codes and the delivery information groups corresponding to the article delivery record groups in the article delivery record group set to obtain an article delivery information set, wherein the article delivery information in the article delivery information set comprises the article codes and the delivery information groups.
4. The method of claim 1, wherein the first target number is determined by:
determining the required transport vehicle number corresponding to each item replenishment information in the item replenishment information set according to a transport vehicle cargo information set acquired in advance to obtain a required transport vehicle number set, wherein the transport vehicle cargo information in the transport vehicle cargo information set comprises an item code and a full-load item number;
generating the first target number using a sum of the required number of transportation vehicles in the set of required number of transportation vehicles.
5. The method of claim 1, wherein said obtaining a set of item withdrawal records for a target warehouse over a historical period of time comprises:
and in response to determining that the warehouse area utilization rate of the target warehouse is lower than a preset threshold value, acquiring an article delivery record set of the target warehouse within a historical time period.
6. A transportation vehicle dispatching device, comprising:
an obtaining unit, configured to obtain an item ex-warehouse record set of a target warehouse within a historical time period, where an item ex-warehouse record in the item ex-warehouse record set includes: the delivery date, the goods code and the delivery amount;
the grouping unit is configured to perform grouping processing on each article ex-warehouse record in the article ex-warehouse record set according to the ex-warehouse date and/or the article code included in each article ex-warehouse record in the article ex-warehouse record set to obtain an article ex-warehouse information set;
the first determining unit is configured to determine target item ex-warehouse information from the item ex-warehouse information set to obtain a target item ex-warehouse information set;
a second determining unit configured to determine item replenishment information corresponding to each item of target item ex-warehouse information in the item replenishment information set to obtain an item replenishment information set, wherein the item replenishment information in the item replenishment information set includes an item code and an item replenishment quantity;
a control unit configured to control a first target number of transportation vehicles to perform an item transportation operation according to the item replenishment information set, wherein the first target number is determined according to the item replenishment information set;
wherein, the step of determining the target article ex-warehouse information from the article ex-warehouse information set to obtain a target article ex-warehouse information set comprises the following steps:
acquiring an article stock quantity information set, wherein the article stock quantity information in the article stock quantity information set comprises an article code and a stock quantity;
determining the ex-warehouse score value corresponding to each item ex-warehouse information in the item ex-warehouse information set by using the item inventory information set to obtain an ex-warehouse score value set;
determining the warehouse-out information of the target object from the warehouse-out information set according to the warehouse-out score value set to obtain a warehouse-out information set of the target object;
the determining of the article replenishment information corresponding to each target article delivery information in the target article delivery information set includes:
determining the article replenishment quantity corresponding to each target article delivery information in the target article delivery information set to obtain a replenishment quantity set;
and combining the article code and the article replenishment quantity corresponding to each target article delivery information in the target article delivery information set to obtain article replenishment information.
7. An electronic device, comprising:
one or more processors;
a storage device having one or more programs stored thereon,
when executed by the one or more processors, cause the one or more processors to implement the method of any one of claims 1-5.
8. A computer-readable medium, on which a computer program is stored, wherein the program, when executed by a processor, implements the method of any one of claims 1-5.
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