Shared self-service car washing service method and system

Abstract

The invention relates to the technical field of shared services, and particularly discloses a shared self-service car washing service method and system, and the method comprises the steps: carrying out the district division of a shared self-service car washing complete service region based on the order information of the shared self-service car washing complete service region in a plurality of historical time periods, obtaining a district division result of the shared self-service car washing complete service area; based on the district division result of the shared self-service car washing complete service area, orders are initiated for all shared self-service car washing services of each sub-division district in the district division result received in the latest preset period, and a service station recommendation list is generated; the method and the device are used for recommending a list for a replacement service station for a user when the user initiates a shared self-service car washing service initiation order, so that the user can conveniently select a shared self-service car washing service station for providing the shared self-service car washing service, and the service efficiency of all shared self-service car washing service initiation orders in a shared self-service car washing complete service area is improved.

Description

Technical Field

[0001] The present invention relates to the technical field of shared services, and in particular to a shared self-service car wash service method and system. Background Art

[0002] At present, shared self-service car wash service is a service model that allows users to clean their vehicles by themselves through automated equipment. This service model has been widely used and developed in recent years with the development of industrial big data. Especially in cities, due to the accelerated pace of life and the pursuit of convenience, self-service car wash services have been welcomed by consumers. The self-service car wash service system generally consists of the following parts: car wash equipment, a payment system that supports multiple payment methods such as cash and mobile payment, a control system that realizes remote control and management through smart terminals (such as mobile phone APP), and a management system for statistical operation data and maintenance of equipment status. It has the following advantages: users can complete the entire car wash process through simple operations, that is, a high degree of automation; water-saving technology, recycled water utilization and other measures are used to reduce water waste; compared with traditional car wash shops, self-service car wash services can save a lot of labor costs.

[0003] However, although the existing self-service car wash service has met the market demand to a certain extent, there are still some technical defects. For example, the current system often cannot effectively collect and analyze user behavior data. When receiving a large number of orders in the background and the number of shared self-service car wash service stations is large, it is unable to provide customers with effective shared self-service car wash service station information for users to choose from, which leads to poor user experience and is not conducive to refined operations and service improvements. The future development direction should focus on providing customers with effective shared self-service car wash service station information for users to choose from to further improve service quality.

[0004] Therefore, the present invention proposes a shared self-service car wash service method and system. Summary of the invention

[0005] The present invention provides a shared self-service car wash service method and system, which are used to provide a service station recommendation list for a user when he / she initiates a shared self-service car wash service order. That is, when a large number of orders are received in the background and the number of shared self-service car wash service stations is huge, effective shared self-service car wash service station information is provided to customers for user selection and reference, which is convenient for users to select shared self-service car wash service stations that provide shared self-service car wash services for them, improves the service efficiency of all shared self-service car wash service initiation orders within the complete service area of ​​the shared self-service car wash, is conducive to the refined operation and service improvement of the shared self-service car wash service system, and improves the service quality.

[0006] The present invention provides a shared self-service car washing service method, comprising:

[0007] S1: Based on the order information in the shared self-service car wash complete service area in multiple historical periods, the shared self-service car wash complete service area is divided into districts to obtain the district division results of the shared self-service car wash complete service area;

[0008] S2: Based on the area division result of the shared self-service car wash complete service area, a service station recommendation list is generated for all shared self-service car wash service initiation orders received from each sub-divided area in the area division result within the latest preset period.

[0009] Preferably, S1: dividing the shared self-service car wash complete service area into zones based on the order information in the region of the shared self-service car wash complete service area in multiple historical periods, and obtaining the zone division result of the shared self-service car wash complete service area, including:

[0010] S101: Obtaining order information of all shared self-service car wash service initiated orders received from the shared self-service car wash complete service area in each historical period;

[0011] S102: Determine the order initiation location and order initiation time of each shared self-service car wash service initiation order based on the order information of each shared self-service car wash service initiation order;

[0012] S103: generating an order distribution location map for each historical period based on the order initiation locations of all shared self-service car wash service initiation orders whose order initiation time belongs to each historical period;

[0013] S104: based on the number of shared self-service car wash service stations in the shared self-service car wash complete service area and the order distribution location map in each historical period, the shared self-service car wash complete service area is divided into districts to obtain a district division result of the shared self-service car wash complete service area;

[0014] Among them, the order information within the region includes the order information of all shared self-service car wash service initiated orders from the shared self-service car wash complete service area.

[0015] Preferably, S104: based on the number of shared self-service car wash service stations in the shared self-service car wash complete service area and the order distribution location map of each historical period, the shared self-service car wash complete service area is divided into districts to obtain the district division result of the shared self-service car wash complete service area, including:

[0016] Perform multiple hypothetical area divisions on the complete service area of ​​the shared self-service car wash, and obtain all sub-divided areas in each hypothetical area division process;

[0017] The ratio of the number of shared self-service car wash service stations in all areas of each sub-divided area to the number of shared self-service car wash service stations in the complete service area of ​​the shared self-service car wash shall be regarded as the area service station ratio of each sub-divided area;

[0018] The ratio of the number of all order initiation locations belonging to each sub-divided area in the order distribution location diagram of each historical period to the total number of order initiation locations included in the order distribution location diagram of the corresponding historical period is taken as the area order proportion of each sub-divided area in each historical period;

[0019] Based on the proportion of area service stations and area orders of all sub-divided areas in each hypothetical area division process, the best division process is selected in all sub-hypothetical area division processes;

[0020] All sub-division areas of the optimal division process are regarded as the division results of the shared self-service car wash complete service area.

[0021] Preferably, based on the proportion of area service stations and the proportion of area orders of all sub-divided areas in each hypothetical area division process, the best division process is selected in all sub-hypothetical area division processes, including:

[0022] Calculate the similarity between the proportion of area service stations in each sub-divided area of ​​each hypothetical area division process and the proportion of area orders in the corresponding sub-divided area in each historical period;

[0023] The average of all similarities between the proportion of area service stations in each sub-divided area in each hypothetical area division process and the proportion of area orders in the corresponding sub-divided area in all historical periods is regarded as the division rationality of each sub-divided area in each hypothetical area division process;

[0024] The average of the rationality of all the sub-divided areas in each hypothetical area division process is regarded as the comprehensive rationality of each hypothetical area division process;

[0025] Among all the hypothetical area division processes, the hypothetical area division process with the maximum comprehensive division rationality is regarded as the optimal division process.

[0026] Preferably, calculating the similarity between the proportion of area service stations in each sub-divided area in each assumed area division process and the proportion of area orders in the corresponding sub-divided area in each historical period includes:

[0027]

[0028] Where s is the similarity between the proportion of service stations in the sub-divided area currently calculated and the proportion of orders in the corresponding sub-divided area in the historical period currently calculated,Servicestations The proportion of service stations in the sub-division area currently being calculated, proportion orders It is the proportion of orders in the corresponding sub-divided area in the current historical period of calculation.

[0029] Preferably, S2: based on the area division result of the shared self-service car wash complete service area, generating a service station recommendation list for all shared self-service car wash service initiation orders received from each sub-divided area in the area division result within the latest preset period, including:

[0030] S201: Determine the sub-divided area to which each shared self-service car wash service initiation order belongs in the shared self-service car wash service initiation order based on the order initiation location of each shared self-service car wash service initiation order from each sub-divided area in the area division result received within the latest preset period;

[0031] S202: Determine an arrival path from the order initiation location of each shared self-service car wash service order to the location of each shared self-service car wash service station in the corresponding sub-divided area;

[0032] S203: Based on the arrival path from the order initiation location of each shared self-service car wash service order to the location of each shared self-service car wash service station in the corresponding sub-divided area, generate a service station recommendation list for all shared self-service car wash service initiation orders from each sub-divided area in the area division result received within the latest preset period.

[0033] Preferably, S203: based on the arrival path from the order initiation location of each shared self-service car wash service order to the location of each shared self-service car wash service station in the corresponding sub-divided area, a service station recommendation list of all shared self-service car wash service initiation orders from each sub-divided area in the area division result received within the latest preset period is generated, including:

[0034] Based on the arrival path from the order initiation location of each shared self-service car wash service order to the location of each shared self-service car wash service station in the corresponding sub-divided area, determine the arrival time of each shared self-service car wash service initiation order to each shared self-service car wash service station in the corresponding sub-divided area;

[0035] From all shared self-service car wash service stations in the corresponding sub-divided area, multiple random allocations are made for all shared self-service car wash service orders to select shared self-service car wash service stations, and multiple allocation results are obtained;

[0036] Based on the arrival time of each shared self-service car wash service order at each shared self-service car wash service station in the corresponding sub-divided area, a service order list of each shared self-service car wash service station in each order matching result is generated;

[0037] Based on the service order list of each shared self-service car wash service station in each order distribution result, a service station recommendation list of all shared self-service car wash service initiation orders received from each sub-divided area in the area division result within the latest preset period is generated.

[0038] Preferably, based on the service order list of each shared self-service car wash service station in each order matching result, a service station recommendation list of all shared self-service car wash service initiation orders from each sub-divided area in the area division result received within the latest preset period is generated, including:

[0039] Sort all the order matching results based on the service order list of each shared self-service car wash service station in each order matching result to obtain a priority sequence of the order matching results;

[0040] Each shared self-service car wash service initiation order from each sub-divided area in the area division result received within the latest preset period will be sorted in turn in the shared self-service car wash service stations assigned and selected in each order distribution result in the order distribution result priority sequence, to generate a recommended list of service stations for each shared self-service car wash service initiation order from each sub-divided area in the area division result received within the latest preset period.

[0041] Preferably, all order matching results are sorted based on the service order list of each shared self-service car wash service station in each order matching result to obtain the order matching result priority sequence, including:

[0042] Based on the service order list and the predicted time required for a single order of each shared self-service car wash service station in each order matching result, and the arrival time of each shared self-service car wash service initiation order to each shared self-service car wash service station in the corresponding sub-divided area, the service start time required for each shared self-service car wash service initiation order in each order matching result is determined;

[0043] Calculate the sum of the service start time required for all shared self-service car wash service initiation orders from each sub-divided area in the area division result received in the latest preset period in each order matching result, and use it as the total service start time required for each order matching result;

[0044] Based on the total time required for service startup, all order matching results are sorted from small to large to obtain the order matching result priority sequence.

[0045] The present invention provides a shared self-service car washing service system, comprising:

[0046] An area division module is used to divide the shared self-service car wash complete service area into areas based on the regional order information of the shared self-service car wash complete service area in multiple historical periods, and obtain the area division result of the shared self-service car wash complete service area;

[0047] The recommendation table generation module is used to generate a service station recommendation list for all shared self-service car wash service initiation orders received from each sub-divided area in the area division results within the latest preset period based on the area division results of the shared self-service car wash complete service area.

[0048] The beneficial effects of the present invention compared to the prior art are as follows: when a user initiates an order for a shared self-service car wash service, a recommended list of service stations is provided for the user, that is, when a large number of orders are received in the background and the number of shared self-service car wash service stations is large, effective shared self-service car wash service station information is provided to customers for user selection and reference, which facilitates users to select shared self-service car wash service stations that provide shared self-service car wash services for them, improves the service efficiency of all shared self-service car wash service initiation orders within the complete service area of ​​the shared self-service car wash, is conducive to the refined operation and service improvement of the shared self-service car wash service system, improves service quality, and improves management level and production operation efficiency through industrial big data.

[0049] Other features and advantages of the present invention will be described in the following description, and partly become apparent from the description, or understood by practicing the present invention. The purpose and other advantages of the present invention can be realized and obtained by the structures specifically pointed out in this application document.

[0050] The technical solution of the present invention is further described in detail below through the accompanying drawings and embodiments. BRIEF DESCRIPTION OF THE DRAWINGS

[0051] The accompanying drawings are used to provide a further understanding of the present invention and constitute a part of the specification. Together with the embodiments of the present invention, they are used to explain the present invention and do not constitute a limitation of the present invention. In the accompanying drawings:

[0052] Figure 1 This is a flow chart of a shared self-service car wash service method in an embodiment of the present invention;

[0053] Figure 2 Schematic diagram of the internal functional modules of the shared self-service car wash service system in an embodiment of the present invention. DETAILED DESCRIPTION

[0054] The preferred embodiments of the present invention are described below in conjunction with the accompanying drawings. It should be understood that the preferred embodiments described herein are only used to illustrate and explain the present invention, and are not used to limit the present invention.

[0055] Embodiment 1:

[0056] The present invention provides a shared self-service car wash service method, referring to Figure 1 ,include:

[0057] S1: Based on the order information in the shared self-service car wash complete service area in multiple historical periods, the shared self-service car wash complete service area is divided into districts to obtain the district division results of the shared self-service car wash complete service area;

[0058] S2: Based on the area division result of the shared self-service car wash complete service area, a service station recommendation list is generated for all shared self-service car wash service initiation orders received from each sub-divided area in the area division result within the latest preset period.

[0059] In this embodiment, the shared self-service car wash complete service area is the geographical area where the shared self-service car wash service can be provided.

[0060] In this embodiment, the historical period is a period before the current moment, and the duration of all historical periods is equal.

[0061] In this embodiment, the latest preset period is a period of preset duration with the current time as the end time.

[0062] In this embodiment, the sub-divided area is a partial area divided from the complete service area of ​​the shared self-service car wash.

[0063] In this embodiment, the shared self-service car wash service initiation order is a service order initiated by a user to the shared self-service car wash service backend system for requesting to initiate the shared self-service car wash service.

[0064] In this embodiment, the service station recommendation list includes shared self-service car wash service stations recommended to users that can provide shared self-service car wash services for corresponding shared self-service car wash service orders and their related information, such as the current number of queued orders at the shared self-service car wash service stations, the length of the arrival path, etc. The order of all shared self-service car wash service stations in the service station recommendation list from high to low indicates that their recommendation coefficients decrease from high to low.

[0065] The beneficial effects of the above technology are: when a user initiates an order for a shared self-service car wash service, a recommended list of service stations is provided for him / her, that is, when a large number of orders are received in the background and the number of shared self-service car wash service stations is large, it is possible to provide customers with effective shared self-service car wash service station information for users to choose as a reference, so that users can choose the shared self-service car wash service station that provides them with shared self-service car wash services, and the service efficiency of all shared self-service car wash service initiation orders within the complete service area of ​​the shared self-service car wash is improved, which is conducive to the refined operation and service improvement of the shared self-service car wash service system, and improves the service quality.

[0066] Embodiment 2:

[0067] On the basis of Example 1, S1: based on the regional order information of the shared self-service car wash complete service area in multiple historical periods, the shared self-service car wash complete service area is divided into districts, and the district division results of the shared self-service car wash complete service area are obtained, including:

[0068] S101: Obtaining order information of all shared self-service car wash service initiated orders received from the shared self-service car wash complete service area in each historical period;

[0069] S102: Determine the order initiation location and order initiation time of each shared self-service car wash service initiation order based on the order information of each shared self-service car wash service initiation order;

[0070] S103: generating an order distribution location map for each historical period based on the order initiation locations of all shared self-service car wash service initiation orders whose order initiation time belongs to each historical period;

[0071] S104: based on the number of shared self-service car wash service stations in the shared self-service car wash complete service area and the order distribution location map in each historical period, the shared self-service car wash complete service area is divided into districts to obtain a district division result of the shared self-service car wash complete service area;

[0072] Among them, the order information within the region includes the order information of all shared self-service car wash service initiated orders from the shared self-service car wash complete service area.

[0073] In this embodiment, the order information is information related to initiating an order for a shared self-service car wash service.

[0074] In this embodiment, the order initiation location is the actual geographical location of the device terminal (such as a mobile phone) that initiates the order.

[0075] In this embodiment, the order initiation time is the time when the user initiates the order for the shared self-service car wash service.

[0076] In this embodiment, the order distribution location map includes an electronic map schematic diagram of the actual distribution locations of the order initiation locations of all shared self-service car wash service initiation orders belonging to each historical period.

[0077] In this embodiment, the number of shared self-service car wash service stations in the area represents the total number of all shared self-service car wash service stations included in the complete shared self-service car wash service area.

[0078] The beneficial effect of the above technology is: based on the order initiation location and order initiation time of each shared self-service car wash service initiation order contained in the order information of each shared self-service car wash service initiation order, a reasonable area division of the complete service area of ​​the shared self-service car wash is achieved.

[0079] Embodiment 3:

[0080] On the basis of Example 2, S104: based on the number of shared self-service car wash service stations in the shared self-service car wash complete service area and the order distribution location map of each historical period, the shared self-service car wash complete service area is divided into districts to obtain the district division results of the shared self-service car wash complete service area, including:

[0081] Perform multiple hypothetical area divisions on the complete service area of ​​the shared self-service car wash, and obtain all sub-divided areas in each hypothetical area division process;

[0082] The ratio of the number of shared self-service car wash service stations in all areas of each sub-divided area to the number of shared self-service car wash service stations in the complete service area of ​​the shared self-service car wash shall be regarded as the area service station ratio of each sub-divided area;

[0083] The ratio of the number of all order initiation locations belonging to each sub-divided area in the order distribution location diagram of each historical period to the total number of order initiation locations included in the order distribution location diagram of the corresponding historical period is taken as the area order proportion of each sub-divided area in each historical period;

[0084] Based on the proportion of area service stations and area orders of all sub-divided areas in each hypothetical area division process, the best division process is selected in all sub-hypothetical area division processes;

[0085] All sub-division areas of the optimal division process are regarded as the division results of the shared self-service car wash complete service area.

[0086] In this embodiment, the shared self-service car wash complete service area is hypothetically divided into multiple areas (for example, 100 times). Each hypothetical area division process is to divide the shared self-service car wash complete service area into multiple sub-areas, and the results obtained from all hypothetical area division processes are different.

[0087] The beneficial effect of the above technology is: by determining the proportion of district service stations in each sub-divided district and the proportion of district orders in each historical period in each hypothetical district division process of the shared self-service car wash complete service area, the best division process with a relatively balanced supply and demand is screened out in all sub-hypothetical district division processes, thereby realizing a reasonable district division of the shared self-service car wash complete service area.

[0088] Embodiment 4:

[0089] On the basis of Example 3, based on the proportion of area service stations and the proportion of area orders of all sub-divided areas in each hypothetical area division process, the best division process is selected in all sub-hypothetical area division processes, including:

[0090] Calculate the similarity between the proportion of area service stations in each sub-divided area of ​​each hypothetical area division process and the proportion of area orders in the corresponding sub-divided area in each historical period;

[0091] The average of all similarities between the proportion of area service stations in each sub-divided area in each hypothetical area division process and the proportion of area orders in the corresponding sub-divided area in all historical periods is regarded as the division rationality of each sub-divided area in each hypothetical area division process;

[0092] The average of the rationality of all the sub-divided areas in each hypothetical area division process is regarded as the comprehensive rationality of each hypothetical area division process;

[0093] Among all the hypothetical area division processes, the hypothetical area division process with the maximum comprehensive division rationality is regarded as the optimal division process.

[0094] The beneficial effect of the above technology is: based on the similarity between the proportion of area service stations in each sub-divided area in each hypothetical area division process and the proportion of area orders of the corresponding sub-divided area in each historical period, the comprehensive division rationality of each hypothetical area division process is calculated, ensuring that the supply and demand in all sub-divided areas in the best division process finally selected are relatively average, further ensuring the division rationality of all sub-divided areas finally obtained.

[0095] Embodiment 5:

[0096] Based on Example 4, the similarity between the proportion of area service stations in each sub-divided area in each assumed area division process and the proportion of area orders in the corresponding sub-divided area in each historical period is calculated, including:

[0097]

[0098] Where s is the similarity between the proportion of service stations in the sub-divided area currently calculated and the proportion of orders in the corresponding sub-divided area in the historical period currently calculated, Servicestations The proportion of service stations in the sub-division area currently being calculated, proportion orders It is the proportion of orders in the corresponding sub-divided area in the current historical period of calculation.

[0099] The beneficial effect of the above technology is: to achieve accurate calculation of the similarity between the proportion of area service stations in each sub-divided area in each assumed area division process and the proportion of area orders of the corresponding sub-divided area in each historical period.

[0100] Embodiment 6:

[0101] On the basis of Example 1, S2: based on the area division result of the shared self-service car wash complete service area, a service station recommendation list is generated for all shared self-service car wash service initiation orders received from each sub-divided area in the area division result within the latest preset period, including:

[0102] S201: Determine the sub-divided area to which each shared self-service car wash service initiation order belongs in the shared self-service car wash service initiation order based on the order initiation location of each shared self-service car wash service initiation order from each sub-divided area in the area division result received within the latest preset period;

[0103] S202: Determine an arrival path from the order initiation location of each shared self-service car wash service order to the location of each shared self-service car wash service station in the corresponding sub-divided area;

[0104] S203: Based on the arrival path from the order initiation location of each shared self-service car wash service order to the location of each shared self-service car wash service station in the corresponding sub-divided area, generate a service station recommendation list for all shared self-service car wash service initiation orders from each sub-divided area in the area division result received within the latest preset period.

[0105] In this embodiment, the arrival path from the order initiation location of each shared self-service car wash service order to the location of each shared self-service car wash service station in the corresponding sub-divided area includes:

[0106] Based on the electronic map, a drivable path from the order initiation location of each shared self-service car wash service order to the location of each shared self-service car wash service station in the corresponding sub-divided area is determined as the corresponding arrival path.

[0107] The beneficial effects of the above technology are: by determining the arrival path from the order initiation location of each shared self-service car wash service order to the location of each shared self-service car wash service station in the corresponding sub-divided area, a service station recommendation list of all shared self-service car wash service initiation orders from each sub-divided area in the area division results received within the latest preset period is generated, thereby achieving reasonable recommendation of shared self-service car wash service stations that provide services for shared self-service car wash service initiation orders, facilitating users to select shared self-service car wash service stations that can efficiently complete orders, and improving the overall service efficiency of shared self-service car wash services.

[0108] Embodiment 7:

[0109] On the basis of Example 6, S203: based on the arrival path from the order initiation location of each shared self-service car wash service initiation order to the location of each shared self-service car wash service station in the corresponding sub-divided area, a service station recommendation list of all shared self-service car wash service initiation orders from each sub-divided area in the area division result received within the latest preset period is generated, including:

[0110] Based on the arrival path from the order initiation location of each shared self-service car wash service order to the location of each shared self-service car wash service station in the corresponding sub-divided area, determine the arrival time of each shared self-service car wash service initiation order to each shared self-service car wash service station in the corresponding sub-divided area;

[0111] From all shared self-service car wash service stations in the corresponding sub-divided area, initiate orders for all shared self-service car wash services multiple times (for example, 1000 times) and randomly select shared self-service car wash service stations to obtain multiple order allocation results;

[0112] Based on the arrival time of each shared self-service car wash service order at each shared self-service car wash service station in the corresponding sub-divided area, a service order list of each shared self-service car wash service station in each order matching result is generated;

[0113] Based on the service order list of each shared self-service car wash service station in each order distribution result, a service station recommendation list of all shared self-service car wash service initiation orders received from each sub-divided area in the area division result within the latest preset period is generated.

[0114] In this embodiment, based on the arrival path from the order initiation location of each shared self-service car wash service order to the location of each shared self-service car wash service station in the corresponding sub-divided area, the arrival time of each shared self-service car wash service initiation order to each shared self-service car wash service station in the corresponding sub-divided area is determined, including:

[0115] Based on existing map navigation apps (such as Amap or Baidu Map, etc.), the time required for the vehicle to travel from the order initiation location of each shared self-service car wash service order to the location of each shared self-service car wash service station in the corresponding sub-divided area is obtained in real time as the corresponding arrival time.

[0116] In this embodiment, based on the arrival time of each shared self-service car wash service order to each shared self-service car wash service station in the corresponding sub-divided area, a service order list of each shared self-service car wash service station in each order matching result is generated, including:

[0117] All shared self-service car wash service orders that need to be provided by each shared self-service car wash service station in each order distribution result are sorted in ascending order according to the corresponding arrival time to obtain a list of service orders of each shared self-service car wash service station in each order distribution result.

[0118] The beneficial effects of the above technology are: based on the arrival time of each shared self-service car wash service initiation order to each shared self-service car wash service station in the corresponding sub-divided area, a service order list for each shared self-service car wash service station in each order distribution result is generated, and a recommended service station list of all shared self-service car wash service initiation orders from each sub-divided area in the area division result received within the latest preset period is further determined, which further ensures the rationality of recommending a shared self-service service station for each shared self-service car wash service initiation order.

[0119] Embodiment 8:

[0120] On the basis of Example 7, based on the service order list of each shared self-service car wash service station in each order matching result, a service station recommendation list of all shared self-service car wash service initiation orders from each sub-divided area in the area division result received within the latest preset period is generated, including:

[0121] Sort all the order matching results based on the service order list of each shared self-service car wash service station in each order matching result to obtain a priority sequence of the order matching results;

[0122] Each shared self-service car wash service initiation order from each sub-divided area in the area division result received within the latest preset period will be sorted in turn in the shared self-service car wash service stations assigned and selected in each order distribution result in the order distribution result priority sequence, to generate a recommended list of service stations for each shared self-service car wash service initiation order from each sub-divided area in the area division result received within the latest preset period.

[0123] The beneficial effect of the above technology is: based on the priority sequence of order distribution results, a recommended list of service stations for each shared self-service car wash service initiation order from each sub-divided area in the area division results received within the latest preset period is generated, further ensuring the rationality of recommending a shared self-service service station for each shared self-service car wash service initiation order.

[0124] Embodiment 9:

[0125] On the basis of Example 8, all order matching results are sorted based on the service order list of each shared self-service car wash service station in each order matching result to obtain the order matching result priority sequence, including:

[0126] Based on the service order list and the predicted time required for a single order of each shared self-service car wash service station in each order matching result, and the arrival time of each shared self-service car wash service initiation order to each shared self-service car wash service station in the corresponding sub-divided area, the service start time required for each shared self-service car wash service initiation order in each order matching result is determined;

[0127] Calculate the sum of the service start time required for all shared self-service car wash service initiation orders from each sub-divided area in the area division result received in the latest preset period in each order matching result, and use it as the total service start time required for each order matching result;

[0128] Based on the total time required for service startup, all order matching results are sorted from small to large to obtain the order matching result priority sequence.

[0129] In this embodiment, based on the service order list and the predicted time required for a single order of each shared self-service car wash service station in each order matching result, and the arrival time of each shared self-service car wash service initiation order to each shared self-service car wash service station in the corresponding sub-divided area, the service start time required for each shared self-service car wash service initiation order in each order matching result is determined, including:

[0130] Based on the service order list of each shared self-service car wash service station in each order matching result, determine the total number of orders queued before the shared self-service car wash service initiation order in each order matching result at the shared self-service car wash service station corresponding to each order matching result;

[0131] The product of the total number of orders queued before the shared self-service car wash service order is initiated in each order matching result and the predicted time required for a single order is used as the current service waiting time of the shared self-service car wash service order in each order matching result;

[0132] When the current service waiting time of the shared self-service car wash service initiation order in each order matching result is greater than the corresponding arrival time, the corresponding current service waiting time will be regarded as the service start time required for the shared self-service car wash service initiation order in the corresponding order matching result;

[0133] When the current service waiting time of the shared self-service car wash service initiation order in each order matching result is not greater than the corresponding arrival time, the corresponding arrival time will be regarded as the service start time required for the shared self-service car wash service initiation order in the corresponding order matching result.

[0134] The beneficial effect of the above technology is: by calculating in turn the time required for service startup of each shared self-service car wash service initiation order in each order matching result and the total time required for service startup of each order matching result, the order matching process can be prioritized from the perspective of the time required for service startup.

[0135] Embodiment 10:

[0136] The present invention provides a shared self-service car wash service system, referring to Figure 2 ,include:

[0137] An area division module is used to divide the shared self-service car wash complete service area into areas based on the regional order information of the shared self-service car wash complete service area in multiple historical periods, and obtain the area division result of the shared self-service car wash complete service area;

[0138] The recommendation table generation module is used to generate a service station recommendation list for all shared self-service car wash service initiation orders received from each sub-divided area in the area division results within the latest preset period based on the area division results of the shared self-service car wash complete service area.

[0139] The beneficial effects of the above technology are: when a user initiates an order for a shared self-service car wash service, a recommended list of service stations is provided for him / her, that is, when a large number of orders are received in the background and the number of shared self-service car wash service stations is large, it is possible to provide customers with effective shared self-service car wash service station information for users to choose as a reference, so that users can choose the shared self-service car wash service station that provides them with shared self-service car wash services, and the service efficiency of all shared self-service car wash service initiation orders within the complete service area of ​​the shared self-service car wash is improved, which is conducive to the refined operation and service improvement of the shared self-service car wash service system, and improves the service quality.

[0140] Obviously, those skilled in the art can make various changes and modifications to the present invention without departing from the spirit and scope of the present invention. Thus, if these modifications and variations of the present invention fall within the scope of the claims of the present invention and their equivalents, the present invention is also intended to include these modifications and variations.

Claims

1. A shared self-service car wash service method, characterized in that: include: S1: Based on the order information in the shared self-service car wash complete service area in multiple historical periods, the shared self-service car wash complete service area is divided into districts to obtain the district division results of the shared self-service car wash complete service area; S2: Based on the area division result of the shared self-service car wash complete service area, a service station recommendation list is generated for all shared self-service car wash service initiation orders received from each sub-divided area in the area division result within the latest preset period.

2. The shared self-service car wash service method according to claim 1, characterized in that: S1: Based on the order information in the shared self-service car wash complete service area in multiple historical periods, the shared self-service car wash complete service area is divided into districts, and the district division results of the shared self-service car wash complete service area are obtained, including: S101: Obtaining order information of all shared self-service car wash service initiated orders received from the shared self-service car wash complete service area in each historical period; S102: Determine the order initiation location and order initiation time of each shared self-service car wash service initiation order based on the order information of each shared self-service car wash service initiation order; S103: generating an order distribution location map for each historical period based on the order initiation locations of all shared self-service car wash service initiation orders whose order initiation time belongs to each historical period; S104: based on the number of shared self-service car wash service stations in the shared self-service car wash complete service area and the order distribution location map in each historical period, the shared self-service car wash complete service area is divided into districts to obtain a district division result of the shared self-service car wash complete service area; Among them, the order information within the region includes the order information of all shared self-service car wash service initiated orders from the shared self-service car wash complete service area.

3. The shared self-service car wash service method according to claim 2, characterized in that: S104: Based on the number of shared self-service car wash service stations in the shared self-service car wash complete service area and the order distribution location map in each historical period, the shared self-service car wash complete service area is divided into districts to obtain the district division results of the shared self-service car wash complete service area, including: Perform multiple hypothetical area divisions on the complete service area of ​​the shared self-service car wash, and obtain all sub-divided areas in each hypothetical area division process; The ratio of the number of shared self-service car wash service stations in all areas of each sub-divided area to the number of shared self-service car wash service stations in the complete service area of ​​the shared self-service car wash shall be regarded as the area service station ratio of each sub-divided area; The ratio of the number of all order initiation locations belonging to each sub-divided area in the order distribution location diagram of each historical period to the total number of order initiation locations included in the order distribution location diagram of the corresponding historical period is taken as the area order proportion of each sub-divided area in each historical period; Based on the proportion of area service stations and area orders of all sub-divided areas in each hypothetical area division process, the best division process is selected in all sub-hypothetical area division processes; All sub-division areas of the optimal division process are regarded as the division results of the shared self-service car wash complete service area.

4. The shared self-service car wash service method according to claim 3, characterized in that: Based on the proportion of area service stations and area orders of all sub-divided areas in each hypothetical area division process, the best division process is selected in all sub-hypothetical area division processes, including: Calculate the similarity between the proportion of area service stations in each sub-divided area of ​​each hypothetical area division process and the proportion of area orders in the corresponding sub-divided area in each historical period; The average of all similarities between the proportion of area service stations in each sub-divided area in each hypothetical area division process and the proportion of area orders in the corresponding sub-divided area in all historical periods is regarded as the division rationality of each sub-divided area in each hypothetical area division process; The average of the rationality of all the sub-divided areas in each hypothetical area division process is regarded as the comprehensive rationality of each hypothetical area division process; Among all the hypothetical area division processes, the hypothetical area division process with the maximum comprehensive division rationality is regarded as the optimal division process.

5. The shared self-service car wash service method according to claim 4, characterized in that: Calculate the similarity between the proportion of area service stations in each sub-divided area of ​​each hypothetical area division process and the proportion of area orders in the corresponding sub-divided area in each historical period, including: Where s is the similarity between the proportion of service stations in the sub-divided area currently calculated and the proportion of orders in the corresponding sub-divided area in the historical period currently calculated, Servicestations The proportion of service stations in the sub-division area currently being calculated, proportion orders It is the proportion of orders in the corresponding sub-divided area in the current historical period of calculation.

6. The shared self-service car wash service method according to claim 1, characterized in that: S2: Based on the area division result of the shared self-service car wash complete service area, a service station recommendation list is generated for all shared self-service car wash service initiation orders received from each sub-divided area in the area division result within the latest preset period, including: S201: Determine the sub-divided area to which each shared self-service car wash service initiation order belongs in the shared self-service car wash service initiation order based on the order initiation location of each shared self-service car wash service initiation order from each sub-divided area in the area division result received within the latest preset period; S202: Determine an arrival path from the order initiation location of each shared self-service car wash service order to the location of each shared self-service car wash service station in the corresponding sub-divided area; S203: Based on the arrival path from the order initiation location of each shared self-service car wash service order to the location of each shared self-service car wash service station in the corresponding sub-divided area, generate a service station recommendation list for all shared self-service car wash service initiation orders from each sub-divided area in the area division result received within the latest preset period.

7. The shared self-service car wash service method according to claim 6, characterized in that: S203: Based on the arrival path from the order initiation location of each shared self-service car wash service order to the location of each shared self-service car wash service station in the corresponding sub-divided area, a service station recommendation list of all shared self-service car wash service initiation orders from each sub-divided area in the area division result received within the latest preset period is generated, including: Based on the arrival path from the order initiation location of each shared self-service car wash service order to the location of each shared self-service car wash service station in the corresponding sub-divided area, determine the arrival time of each shared self-service car wash service initiation order to each shared self-service car wash service station in the corresponding sub-divided area; From all shared self-service car wash service stations in the corresponding sub-divided area, multiple random allocations are made for all shared self-service car wash service orders to select shared self-service car wash service stations, and multiple allocation results are obtained; Based on the arrival time of each shared self-service car wash service order at each shared self-service car wash service station in the corresponding sub-divided area, a service order list of each shared self-service car wash service station in each order matching result is generated; Based on the service order list of each shared self-service car wash service station in each order distribution result, a service station recommendation list of all shared self-service car wash service initiation orders received from each sub-divided area in the area division result within the latest preset period is generated.

8. The shared self-service car wash service method according to claim 7, characterized in that: Based on the service order list of each shared self-service car wash service station in each order matching result, a service station recommendation list of all shared self-service car wash service initiation orders received from each sub-divided area in the area division result within the latest preset period is generated, including: Sort all the order matching results based on the service order list of each shared self-service car wash service station in each order matching result to obtain a priority sequence of the order matching results; Each shared self-service car wash service initiation order from each sub-divided area in the area division result received within the latest preset period will be sorted in turn in the shared self-service car wash service stations assigned and selected in each order distribution result in the order distribution result priority sequence, to generate a recommended list of service stations for each shared self-service car wash service initiation order from each sub-divided area in the area division result received within the latest preset period.

9. The shared self-service car wash service method according to claim 8, characterized in that: All the order matching results are sorted based on the service order list of each shared self-service car wash service station in each matching result to obtain the order matching result priority sequence, including: Based on the service order list and the predicted time required for a single order of each shared self-service car wash service station in each order matching result, and the arrival time of each shared self-service car wash service initiation order to each shared self-service car wash service station in the corresponding sub-divided area, the service start time required for each shared self-service car wash service initiation order in each order matching result is determined; Calculate the sum of the service start time required for all shared self-service car wash service initiation orders from each sub-divided area in the area division result received in the latest preset period in each order matching result, and use it as the total service start time required for each order matching result; Based on the total time required for service startup, all order matching results are sorted from small to large to obtain the order matching result priority sequence.

10. A shared self-service car wash service system, characterized in that: include: An area division module is used to divide the shared self-service car wash complete service area into areas based on the regional order information of the shared self-service car wash complete service area in multiple historical periods, and obtain the area division result of the shared self-service car wash complete service area; The recommendation table generation module is used to generate a service station recommendation list for all shared self-service car wash service initiation orders received from each sub-divided area in the area division results within the latest preset period based on the area division results of the shared self-service car wash complete service area.

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