Cosmetic packaging bottle transportation system based on data analysis

Abstract

The invention discloses a cosmetic packaging bottle transportation system based on data analysis, relates to the field of cosmetics, and solves the problem that a cosmetic packaging bottle transportation system is poor in pertinence. The data acquisition module is used for respectively acquiring a first product transportation index value, a second product transportation index value, a third product transportation index value and product transportation aging data corresponding to each transportation batch of products to obtain product transportation basic data; the data analysis module is used for obtaining transportation product type preliminary division data by analyzing the product transportation timeliness data, and the product transportation module is used for carrying out further transportation type division on transportation batch products in a second type of transportation batch according to the transportation product type preliminary division data and the product transportation basic data. And carrying out transportation mode matching on the transportation batch products according to the division result. According to the invention, the transportation efficiency of the cosmetic packaging bottles is improved.

Description

Technical Field

[0001] The invention belongs to the field of cosmetics and relates to data analysis technology, in particular to a cosmetic packaging bottle transportation system based on data analysis. Background Art

[0002] The existing cosmetic packaging bottle transportation system has the following specific defects when matching the transportation mode:

[0003] 1. The existing cosmetic packaging bottle transportation system lacks an effective transportation mode optimization algorithm when matching operation modes, which makes the transportation mode matching process lack of pertinence and leads to low efficiency in transportation resource utilization;

[0004] 2. The existing cosmetic packaging bottle transportation system often adopts a fixed distribution method when matching the operation mode, and cannot comprehensively consider aspects such as timeliness and cost, thus failing to maximize the economic benefits of the enterprise.

[0005] To this end, we propose a cosmetics packaging bottle transportation system based on data analysis. Summary of the invention

[0006] In view of the deficiencies in the prior art, the purpose of the present invention is to provide a cosmetic packaging bottle transportation system based on data analysis. The present invention is based on dividing the transportation products on the cosmetics transportation assembly line into several transportation batches of products, respectively obtaining the product transportation time efficiency data, the second product transportation index value and the third product transportation index value corresponding to each transportation batch of products, obtaining the product transportation basic data, dividing the multiple transportation batches of products into the first type of transportation batches and the second type of transportation batches according to the product transportation time efficiency data, obtaining the preliminary classification data of the transportation product type, further dividing the transportation type of the transportation batch products in the second type of transportation batch according to the preliminary classification data of the transportation product type and the product transportation basic data, and matching the transportation mode of the transportation batch products according to the classification results.

[0007] In order to achieve the above purpose, the present invention adopts the following technical solution: a cosmetic packaging bottle transportation system based on data analysis, the specific working process of each module is as follows:

[0008] Data acquisition module: used to divide the transport products on the cosmetics transport line into several transport batches of products, respectively obtain the product transport timeliness data, the second product transport index value and the third product transport index value corresponding to each transport batch of products, and obtain the basic product transport data;

[0009] Data analysis module: used to classify multiple transport batches of products into first-type transport batches and second-type transport batches according to product transport time data, and obtain preliminary classification data of transport product types;

[0010] Product transportation module: used to further classify the transportation batch products in the second type of transportation batch according to the preliminary classification data of the transportation product type and the product transportation basic data, and match the transportation mode of the transportation batch products according to the classification results.

[0011] Further, the data acquisition module includes a timeliness data unit, a cost data unit and a product data unit;

[0012] Divide the transport products on the cosmetics transport line into several transport batches, and randomly select one transport batch from the several transport batches as a sample transport batch;

[0013] The time efficiency data unit performs transportation time efficiency analysis on the sample transportation batch products to obtain product transportation time efficiency data corresponding to the sample transportation batch products;

[0014] Repeat the process of acquiring product transportation time efficiency data corresponding to the sample transportation batch products, respectively acquire the product transportation time efficiency data corresponding to each transportation batch product, and obtain multiple product transportation time efficiency data;

[0015] The cost data unit performs transportation cost analysis on the sample transportation batch products to obtain the second product transportation index value corresponding to the sample transportation batch products;

[0016] The product data unit performs product value analysis on each transport batch of products to obtain a plurality of third product transport index values;

[0017] The product transportation timeliness data, the second product transportation index value and the third product transportation index value are defined as product transportation basic data.

[0018] Furthermore, the timeliness data unit obtains product transportation timeliness data corresponding to the sample transportation batch products, as follows:

[0019] Obtain the historical transportation records of the transportation company, and obtain several batches of transportation batch products with the same place of shipment and the same destination as the sample transportation batch products according to the historical transportation records of the transportation company, so as to obtain multiple transportation batch products;

[0020] Obtain the time taken to transport each batch of products from the place of shipment to the destination by land transportation, obtain the transportation time of multiple products, and calculate the average of the obtained transportation time of the multiple products to obtain the necessary transportation time of the first sample product;

[0021] Obtain the time it takes to transport each batch of products from the place of shipment to the destination by air transport, obtain the transportation time of multiple products, and calculate the average of the obtained transportation time of the multiple products to obtain the necessary transportation time of the second sample product;

[0022] Get the time value corresponding to the current moment, get the time value of the first transportation node, get the order receipt time value corresponding to the sample transportation batch product, get the time value of the second transportation node, calculate the difference between the time value of the first transportation node and the time value of the second transportation node, and take the absolute value of the obtained difference to get the remaining transportation time of the sample product;

[0023] Calculate the difference between the necessary transportation time of the second sample product and the necessary transportation time of the first sample product, and take the absolute value of the obtained difference to obtain the transportation index value of the first product;

[0024] The necessary transportation time of the first sample product, the remaining transportation time of the sample product and the transportation index value of the first product are defined as product transportation timeliness data.

[0025] Furthermore, the cost data unit obtains the second product transportation index value corresponding to the sample transportation batch product, as follows:

[0026] Obtain the historical transportation records of the transportation company, and obtain several batches of transportation batch products with the same place of shipment and the same destination as the sample transportation batch products according to the historical transportation records of the transportation company, and all the transportation batch products are transported by land, so as to obtain multiple land transportation batch products;

[0027] The transportation costs of transporting multiple land transportation batches of products from the place of shipment to the destination are respectively obtained to obtain multiple product transportation costs, and the average of the obtained multiple product transportation costs is calculated to obtain a first product transportation cost value;

[0028] Obtain the historical transportation records of the transportation company, and obtain several batches of transportation batch products with the same place of shipment and the same destination as the sample transportation batch products according to the historical transportation records of the transportation company, and all the transportation batch products are transported by air, so as to obtain multiple air transportation batch products;

[0029] The transportation costs of transporting multiple batches of products by air transportation from the place of shipment to the destination are respectively obtained to obtain multiple product transportation costs, and the average of the obtained multiple product transportation costs is calculated to obtain a second product transportation cost value;

[0030] The difference between the second product transportation cost value and the first product transportation cost value is calculated, and the absolute value of the difference is taken to obtain the second product transportation index value corresponding to the sample transportation batch products.

[0031] Furthermore, the product data unit obtains a plurality of third product transportation index values, specifically as follows:

[0032] The order amount corresponding to the sample transport batch products is obtained to obtain the product order amount value;

[0033] Get the product quantity corresponding to the sample transport batch product and obtain the product order quantity value;

[0034] The transport stacking volume corresponding to the sample transport batch products is numerically obtained to obtain the product stacking volume value;

[0035] The quality of a single product in the sample transport batch is numerically obtained to obtain the quantity value of the single product, and the product quantity value and the product order quantity value are calculated to obtain the product order quality value;

[0036] Obtaining the third product transportation index value corresponding to the sample transportation batch product;

[0037] The process of obtaining the third product transportation index value corresponding to the sample transportation batch products is repeated, and the third product transportation index value corresponding to each transportation batch product is obtained respectively to obtain multiple third product transportation index values.

[0038] Furthermore, the product data unit obtains the third product transportation index value corresponding to the sample transportation batch product, as follows:

[0039] The product order amount value, product order quantity value, product stacking volume value and product order quality value are calculated to obtain the third product transportation index value corresponding to the sample transportation batch products;

[0040] The third product transportation index value corresponding to the sample transportation batch products is calculated as follows:

[0041]

[0042] Among them, Zb3 is the third product transportation index value corresponding to the sample transportation batch product, Ddj is the product order amount value, Slz is the product order quantity value, Vdd is the product stacking volume value, and Zlz is the product order quality value.

[0043] Furthermore, the data analysis module obtains preliminary classification data of transport product types, as follows:

[0044] Obtain product transportation basic data, and obtain product transportation timeliness data based on the product transportation basic data;

[0045] According to the product transportation time data, the necessary transportation time of the first sample product and the remaining transportation time of the sample product are respectively obtained;

[0046] Classify multiple transport batches of products into first-type transport batches and second-type transport batches, and obtain preliminary classification data of transport product types;

[0047] The details are as follows:

[0048] When the remaining transportation time of the sample product is greater than or equal to the necessary transportation time of the first sample product, the corresponding transportation batch products are classified as the first type of transportation batch;

[0049] When the remaining transportation time of the sample product is less than the necessary transportation time of the first sample product, the corresponding transportation batch products are classified as the second type transportation batch.

[0050] Furthermore, the product transportation module matches the transportation mode of the transportation batch products as follows:

[0051] Obtain product transportation basic data, and obtain product transportation timeliness data, a second product transportation index value, and a third product transportation index value according to the product transportation basic data;

[0052] Obtaining a first product transportation index value according to product transportation time efficiency data;

[0053] Obtain preliminary classification data of transport product types, and obtain product transport type classification coefficients for transport batch products in the second type of transport batch;

[0054] Further screening the transport batch products in the second type of transport batch according to the product transport type classification coefficient to obtain the transport product type secondary classification data;

[0055] Match the transportation mode of the transport batch products according to the preliminary classification data of the transport product type and the secondary classification data of the transport product type;

[0056] The details are as follows:

[0057] When the transport batch products are in the first type of transport batch, the corresponding transport batch products are matched with air transport;

[0058] When the transport batch products are in the second type of transport batch, land transportation is matched for the corresponding transport batch products.

[0059] Furthermore, the product transportation module obtains the product transportation type classification coefficient, as follows:

[0060] Respectively obtain a first product transportation index value, a second product transportation index value, and a third product transportation index value corresponding to each transportation batch product in the second type transportation batch;

[0061] The first product transportation index value, the second product transportation index value and the third product transportation index value are calculated to obtain a product transportation type classification coefficient;

[0062] The product transportation type classification coefficient is calculated as follows:

[0063]

[0064] Among them, Ylx is the product transportation type classification coefficient, Zb1 is the first product transportation index value, Zb2 is the second product transportation index value, and Zb3 is the third product transportation index value;

[0065] Obtain the product transport type classification coefficient threshold, perform numerical comparison on multiple product transport type classification coefficients and the product transport type classification coefficient threshold respectively, and reclassify each transport batch product in the second type transport batch into the first type transport batch and the second type transport batch according to the numerical comparison result to obtain the secondary classification data of the transport product type.

[0066] Furthermore, the product transportation module obtains secondary classification data of transportation product types, as follows:

[0067] respectively obtaining a first product transportation index threshold, a second product transportation index threshold, and a third product transportation index threshold;

[0068] The first product transportation index threshold, the second product transportation index threshold and the third product transportation index threshold are calculated to obtain a product transportation type classification coefficient threshold;

[0069] The product transportation type classification coefficient threshold is calculated, and the specific formula is as follows:

[0070]

[0071] Among them, Ylxy is the product transportation type classification coefficient threshold, Zby1 is the first product transportation index threshold, Zby2 is the second product transportation index threshold, and Zby3 is the third product transportation index threshold;

[0072] When the product transportation type classification coefficient is greater than or equal to the product transportation type classification coefficient threshold, the transportation batch products in the second type transportation batch are reclassified as the first type transportation batch;

[0073] When the product transportation type classification coefficient is greater than or equal to the product transportation type classification coefficient threshold, the transportation batch products in the second type transportation batch will continue to be classified as the second type transportation batch.

[0074] In summary, due to the adoption of the above technical solution, the beneficial effects of the present invention are:

[0075] 1. The present invention matches the product transportation mode by analyzing the product, timeliness and cost, and matches the transportation mode by obtaining the product transportation type classification coefficient, so as to ensure the pertinence of the product transportation mode;

[0076] 2. The present invention matches the transportation mode of cosmetics through an automated algorithm, which can fully utilize transportation resources and maximize product transportation benefits and enterprise economic benefits. BRIEF DESCRIPTION OF THE DRAWINGS

[0077] In order to facilitate understanding by those skilled in the art, the present invention is further described below with reference to the accompanying drawings.

[0078] Figure 1 is the overall system block diagram of the present invention;

[0079] Figure 2 It is a diagram of the implementation steps of the present invention;

[0080] Figure 3 Schematic diagram of stacking cosmetic packaging bottles of the present invention. DETAILED DESCRIPTION

[0081] The technical solution of the present invention will be clearly and completely described below in conjunction with the embodiments. Obviously, the described embodiments are only part of the embodiments of the present invention, not all of the embodiments. Based on the embodiments of the present invention, all other embodiments obtained by ordinary technicians in this field without creative work are within the scope of protection of the present invention.

[0082] Embodiment 1

[0083] See also Figure 1 , the present invention provides a technical solution: a cosmetic packaging bottle transportation system based on data analysis, comprising a data acquisition module, a data analysis module, a product transportation module and a server, wherein the data acquisition module, the data analysis module and the product transportation module are respectively connected to the server, and the server controls the data acquisition module, the data analysis module and the product transportation module respectively;

[0084] The data acquisition module divides the transport products on the cosmetics transport line into several transport batches of products, and obtains the product transport timeliness data, the second product transport index value, and the third product transport index value corresponding to each transport batch of products to obtain the product transport basic data;

[0085] The data acquisition module includes a time efficiency data unit, a cost data unit and a product data unit;

[0086] Divide the transport products on the cosmetics transport line into several transport batches, and randomly select one transport batch from the several transport batches as a sample transport batch;

[0087] It should be noted here that:

[0088] In this application, the transport product involved herein is specifically a cosmetic packaging bottle;

[0089] The time efficiency data unit performs transportation time efficiency analysis on the sample transportation batch products to obtain product transportation time efficiency data corresponding to the sample transportation batch products;

[0090] The details are as follows:

[0091] Obtain the historical transportation records of the transportation company, and obtain several batches of transportation batch products with the same place of shipment and the same destination as the sample transportation batch products according to the historical transportation records of the transportation company, so as to obtain multiple transportation batch products;

[0092] Obtain the time taken to transport each batch of products from the place of shipment to the destination by land transportation, obtain the transportation time of multiple products, and calculate the average of the obtained transportation time of the multiple products to obtain the necessary transportation time of the first sample product;

[0093] Obtain the time it takes to transport each batch of products from the place of shipment to the destination by air transport, obtain the transportation time of multiple products, and calculate the average of the obtained transportation time of the multiple products to obtain the necessary transportation time of the second sample product;

[0094] It should be noted here that:

[0095] In this application, the air transport involved here includes the staged air transport in the whole transport process, that is, transport transit through shipping transport;

[0096] Get the time value corresponding to the current moment, get the time value of the first transportation node, get the order receipt time value corresponding to the sample transportation batch product, get the time value of the second transportation node, calculate the difference between the time value of the first transportation node and the time value of the second transportation node, and take the absolute value of the obtained difference to get the remaining transportation time of the sample product;

[0097] Calculate the difference between the necessary transportation time of the second sample product and the necessary transportation time of the first sample product, and take the absolute value of the obtained difference to obtain the transportation index value of the first product;

[0098] The necessary transportation time of the first sample product, the remaining transportation time of the sample product and the transportation index value of the first product are defined as product transportation time efficiency data;

[0099] Repeat the process of acquiring product transportation time efficiency data corresponding to the sample transportation batch products, respectively acquire the product transportation time efficiency data corresponding to each transportation batch product, and obtain multiple product transportation time efficiency data;

[0100] The cost data unit performs transportation cost analysis on the sample transportation batch products to obtain the second product transportation index value corresponding to the sample transportation batch products;

[0101] The details are as follows:

[0102] Obtain the historical transportation records of the transportation company, and obtain several batches of transportation batch products with the same place of shipment and the same destination as the sample transportation batch products according to the historical transportation records of the transportation company, and all the transportation batch products are transported by land, so as to obtain multiple land transportation batch products;

[0103] The transportation costs of transporting multiple land transportation batches of products from the place of shipment to the destination are respectively obtained to obtain multiple product transportation costs, and the average of the obtained multiple product transportation costs is calculated to obtain a first product transportation cost value;

[0104] Obtain the historical transportation records of the transportation company, and obtain several batches of transportation batch products with the same place of shipment and the same destination as the sample transportation batch products according to the historical transportation records of the transportation company, and all the transportation batch products are transported by air, so as to obtain multiple air transportation batch products;

[0105] The transportation costs of transporting multiple batches of products by air transportation from the place of shipment to the destination are respectively obtained to obtain multiple product transportation costs, and the average of the obtained multiple product transportation costs is calculated to obtain a second product transportation cost value;

[0106] Calculate the difference between the transportation cost value of the second product and the transportation cost value of the first product, and take the absolute value of the obtained difference to obtain the transportation index value of the second product;

[0107] Repeat the process of obtaining the second product transportation index value corresponding to the sample transportation batch products, respectively obtain the third product transportation index value corresponding to each transportation batch product, and obtain multiple second product transportation index values;

[0108] The product data unit performs product value analysis on each transport batch of products to obtain a plurality of third product transport index values;

[0109] The details are as follows:

[0110] The order amount corresponding to the sample transport batch products is obtained to obtain the product order amount value;

[0111] Get the product quantity corresponding to the sample transport batch product and obtain the product order quantity value;

[0112] See also Figure 3 , obtain the numerical value of the transport stacking volume corresponding to the sample transport batch products, and obtain the product stacking volume value;

[0113] The quality of a single product in the sample transport batch is numerically obtained to obtain the quantity value of the single product, and the product quantity value and the product order quantity value are calculated to obtain the product order quality value;

[0114] The product order amount value, product order quantity value, product stacking volume value and product order quality value are calculated to obtain the third product transportation index value corresponding to the sample transportation batch products;

[0115] The third product transportation index value corresponding to the sample transportation batch products is calculated as follows:

[0116]

[0117] Among them, Zb3 is the third product transportation index value corresponding to the sample transportation batch product, Ddj is the product order amount value, Slz is the product order quantity value, Vdd is the product stacking volume value, and Zlz is the product order quality value;

[0118] Repeat the process of obtaining the third product transportation index value corresponding to the sample transportation batch products, respectively obtain the third product transportation index value corresponding to each transportation batch product, and obtain multiple third product transportation index values;

[0119] The product transportation timeliness data, the second product transportation index value and the third product transportation index value are defined as product transportation basic data;

[0120] The data acquisition module acquires the basic data of product transportation and transmits it to the data analysis module;

[0121] The data analysis module divides the multiple transport batches of products into first-type transport batches and second-type transport batches according to the product transport time efficiency data, and obtains preliminary classification data of transport product types;

[0122] Obtain product transportation basic data, and obtain product transportation timeliness data based on the product transportation basic data;

[0123] According to the product transportation time data, the necessary transportation time of the first sample product and the remaining transportation time of the sample product are respectively obtained;

[0124] Classify multiple transport batches of products into first-type transport batches and second-type transport batches, and obtain preliminary classification data of transport product types;

[0125] The details are as follows:

[0126] When the remaining transportation time of the sample product is greater than or equal to the necessary transportation time of the first sample product, the corresponding transportation batch products are classified as the first type of transportation batch;

[0127] When the remaining transportation time of the sample product is less than the necessary transportation time of the first sample product, the corresponding transportation batch products are classified as the second type transportation batch;

[0128] The data analysis module obtains preliminary classification data of transport product types and transmits it to the product transportation module;

[0129] The product transportation module further divides the transportation batch products in the second type of transportation batch according to the preliminary classification data of the transportation product types and the product transportation basic data, and matches the transportation mode of the transportation batch products according to the classification results;

[0130] Obtain product transportation basic data, and obtain product transportation timeliness data, a second product transportation index value, and a third product transportation index value according to the product transportation basic data;

[0131] Obtaining a first product transportation index value according to product transportation time efficiency data;

[0132] Obtain preliminary classification data of transport product types and further screen the transport batch products in the second type of transport batch;

[0133] The details are as follows:

[0134] Respectively obtain a first product transportation index value, a second product transportation index value, and a third product transportation index value corresponding to each transportation batch product in the second type transportation batch;

[0135] The first product transportation index value, the second product transportation index value and the third product transportation index value are calculated to obtain a product transportation type classification coefficient;

[0136] The product transportation type classification coefficient is calculated as follows:

[0137]

[0138] Among them, Ylx is the product transportation type classification coefficient, Zb1 is the first product transportation index value, Zb2 is the second product transportation index value, and Zb3 is the third product transportation index value;

[0139] Obtain a product transport type classification coefficient threshold, compare multiple product transport type classification coefficients with the product transport type classification coefficient threshold, and reclassify each transport batch product in the second type transport batch into a first type transport batch and a second type transport batch according to the numerical comparison result, to obtain transport product type secondary classification data;

[0140] The details are as follows:

[0141] respectively obtaining a first product transportation index threshold, a second product transportation index threshold, and a third product transportation index threshold;

[0142] It should be noted here that:

[0143] The first product transportation index threshold, the second product transportation index threshold and the third product transportation index threshold involved here are respectively the maximum first product transportation index value, the minimum second product transportation index value and the maximum third product transportation index value corresponding to the transportation batch products of the first type of transportation batch;

[0144] The first product transportation index threshold, the second product transportation index threshold and the third product transportation index threshold are calculated to obtain a product transportation type classification coefficient threshold;

[0145] The product transportation type classification coefficient threshold is calculated, and the specific formula is as follows:

[0146]

[0147] Among them, Ylxy is the product transportation type classification coefficient threshold, Zby1 is the first product transportation index threshold, Zby2 is the second product transportation index threshold, and Zby3 is the third product transportation index threshold;

[0148] When the product transportation type classification coefficient is greater than or equal to the product transportation type classification coefficient threshold, the transportation batch products in the second type transportation batch are reclassified as the first type transportation batch;

[0149] When the product transportation type classification coefficient is greater than or equal to the product transportation type classification coefficient threshold, the transportation batch products in the second type transportation batch are further classified into the second type transportation batch;

[0150] Match the transportation mode of the transport batch products according to the preliminary classification data of the transport product type and the secondary classification data of the transport product type;

[0151] The details are as follows:

[0152] When the transport batch products are in the first type of transport batch, the corresponding transport batch products are matched with air transport;

[0153] When the transport batch products are in the second type of transport batch, the corresponding transport batch products are matched with land transportation.

[0154] In this application, if corresponding calculation formulas appear, the above calculation formulas are all dimensionless and take their numerical calculations. The weight coefficients, proportional coefficients and other coefficients in the formulas are set to a result value obtained by quantifying each parameter. The size of the weight coefficient and the proportional coefficient can be determined as long as it does not affect the proportional relationship between the parameter and the result value.

[0155] Embodiment 2

[0156] See also Figure 2 Based on another concept of the same invention, a cosmetic packaging bottle transportation system based on data analysis is proposed, which is applied to a cosmetic packaging bottle transportation method based on data analysis, including the following steps:

[0157] Step S1: Divide the transport products on the cosmetics transport line into several transport batches of products, obtain the product transport timeliness data, the second product transport index value and the third product transport index value corresponding to each transport batch of products, and obtain the product transport basic data;

[0158] Step S11: Divide the transport products on the cosmetics transport line into a number of transport batches, and randomly select a transport batch from the number of transport batches as a sample transport batch;

[0159] Step S12: Perform transportation time efficiency analysis on the sample transportation batch products to obtain product transportation time efficiency data corresponding to the sample transportation batch products;

[0160] The details are as follows:

[0161] Step S121: Obtain historical transportation records of the transportation company, and obtain several batches of transportation batch products with the same place of shipment and the same destination as the sample transportation batch products according to the historical transportation records of the transportation company, to obtain multiple transportation batch products;

[0162] Step S122: Obtain the time taken to transport each transport batch of products from the place of shipment to the destination by land transportation, obtain the transportation time of multiple products, and average the obtained transportation time of the multiple products to obtain the necessary transportation time of the first sample product;

[0163] Step S123: Obtain the time taken to transport each batch of products from the place of shipment to the destination by air transport, obtain the transportation time of multiple products, and average the obtained transportation time of the multiple products to obtain the necessary transportation time of the second sample product;

[0164] Step S124: Obtain the time value corresponding to the current moment, obtain the time value of the first transport node, obtain the order receipt time value corresponding to the sample transport batch product, obtain the time value of the second transport node, calculate the difference between the time value of the first transport node and the time value of the second transport node, and take the absolute value of the obtained difference to obtain the remaining time for transport of the sample product;

[0165] Step S125: Calculate the difference between the necessary transportation time of the second sample product and the necessary transportation time of the first sample product, and take the absolute value of the obtained difference to obtain the transportation index value of the first product;

[0166] Step S126: defining the necessary transportation time of the first sample product, the remaining transportation time of the sample product, and the transportation index value of the first product as product transportation time efficiency data;

[0167] Step S13: Repeat the process of acquiring product transportation time efficiency data corresponding to the sample transportation batch products, respectively acquire the product transportation time efficiency data corresponding to each transportation batch product, and obtain multiple product transportation time efficiency data;

[0168] Step S14: analyzing the transportation cost of the sample transportation batch products to obtain the second product transportation index value corresponding to the sample transportation batch products;

[0169] The details are as follows:

[0170] Step S141: Obtain historical transportation records of the transportation company, and obtain several batches of transportation batch products with the same place of shipment and the same destination as the sample transportation batch products according to the historical transportation records of the transportation company, and all the transportation batch products are transported by land, so as to obtain multiple land transportation batch products;

[0171] Step S142: respectively obtaining the transportation costs of multiple land transportation batches of products from the place of shipment to the destination, obtaining multiple product transportation costs, and averaging the obtained multiple product transportation costs to obtain a first product transportation cost value;

[0172] Step S143: Obtain historical transportation records of the transportation company, and obtain several batches of transportation batch products with the same place of shipment and the same destination as the sample transportation batch products according to the historical transportation records of the transportation company, and all the transportation batch products are transported by air, so as to obtain multiple air transportation batch products;

[0173] Step S144: respectively obtaining the transportation costs of transporting multiple batches of products by air from the place of shipment to the destination, obtaining multiple product transportation costs, and averaging the obtained multiple product transportation costs to obtain a second product transportation cost value;

[0174] Step S145: Calculate the difference between the second product transportation cost value and the first product transportation cost value, and take the absolute value of the obtained difference to obtain the second product transportation index value;

[0175] Step S15: Repeat the process of obtaining the second product transportation index value corresponding to the sample transportation batch products, respectively obtain the third product transportation index value corresponding to each transportation batch product, and obtain multiple second product transportation index values;

[0176] Step S16: performing product value analysis on each transport batch of products to obtain a plurality of third product transport index values;

[0177] The details are as follows:

[0178] Step S161: obtaining the value of the order amount corresponding to the sample transport batch product to obtain the product order amount value;

[0179] Step S162: obtaining the numerical value of the product quantity corresponding to the sample transport batch product to obtain the product order quantity value;

[0180] Step S163: obtaining a numerical value of the transport stacking volume corresponding to the sample transport batch product to obtain a product stacking volume value;

[0181] Step S164: obtaining the quality of a single product in the sample transport batch of products, obtaining the quantity value of the single product, and calculating the product of the quantity value of the single product and the quantity value of the product order to obtain the quality value of the product order;

[0182] Step S165: Calculate the product order amount value, product order quantity value, product stacking volume value and product order quality value to obtain the third product transportation index value corresponding to the sample transportation batch product;

[0183] The third product transportation index value corresponding to the sample transportation batch products is calculated as follows:

[0184]

[0185] Among them, Zb3 is the third product transportation index value corresponding to the sample transportation batch product, Ddj is the product order amount value, Slz is the product order quantity value, Vdd is the product stacking volume value, and Zlz is the product order quality value;

[0186] Step S17: Repeat the process of obtaining the third product transportation index value corresponding to the sample transportation batch products, respectively obtain the third product transportation index value corresponding to each transportation batch product, and obtain multiple third product transportation index values;

[0187] Step S18: defining the product transportation timeliness data, the second product transportation index value and the third product transportation index value as product transportation basic data;

[0188] Step S2: Divide multiple transport batches of products into first type transport batches and second type transport batches according to product transport time efficiency data, and obtain preliminary classification data of transport product types;

[0189] Step S21: Obtain product transportation basic data, and obtain product transportation timeliness data according to the product transportation basic data;

[0190] Step S22: Obtaining the necessary transportation time of the first sample product and the remaining transportation time of the sample product according to the product transportation time efficiency data;

[0191] Step S23: Classify multiple transport batches of products into first type transport batches and second type transport batches, and obtain preliminary classification data of transport product types;

[0192] The details are as follows:

[0193] Step S231: when the remaining transportation time of the sample product is greater than or equal to the necessary transportation time of the first sample product, the corresponding transportation batch products are classified as the first type transportation batch;

[0194] Step S232: when the remaining transportation time of the sample product is less than the necessary transportation time of the first sample product, the corresponding transportation batch products are classified as the second type transportation batch;

[0195] Step S3: further classifying the transport batch products in the second type of transport batch according to the preliminary classification data of transport product types and the product transport basic data, and matching the transport modes of the transport batch products according to the classification results;

[0196] Step S31: Acquire product transportation basic data, and acquire product transportation timeliness data, a second product transportation index value, and a third product transportation index value according to the product transportation basic data;

[0197] Step S32: obtaining a first product transportation index value according to the product transportation time efficiency data;

[0198] Step S33: obtaining preliminary classification data of transport product types, and further screening the transport batch products in the second type of transport batch;

[0199] The details are as follows:

[0200] Step S331: respectively obtaining a first product transportation index value, a second product transportation index value, and a third product transportation index value corresponding to each transport batch product in the second type transport batch;

[0201] Step S332: Calculating the first product transportation index value, the second product transportation index value, and the third product transportation index value to obtain a product transportation type classification coefficient;

[0202] The product transportation type classification coefficient is calculated as follows:

[0203]

[0204] Among them, Ylx is the product transportation type classification coefficient, Zb1 is the first product transportation index value, Zb2 is the second product transportation index value, and Zb3 is the third product transportation index value;

[0205] Step S333: obtaining a product transport type classification coefficient threshold, comparing multiple product transport type classification coefficients with the product transport type classification coefficient threshold, and reclassifying each transport batch product in the second type transport batch into a first type transport batch and a second type transport batch according to the numerical comparison result, to obtain transport product type secondary classification data;

[0206] The details are as follows:

[0207] Step S3331: respectively obtaining a first product transportation index threshold, a second product transportation index threshold, and a third product transportation index threshold;

[0208] Step S3332: Calculate the first product transportation index threshold, the second product transportation index threshold, and the third product transportation index threshold to obtain a product transportation type classification coefficient threshold;

[0209] The product transportation type classification coefficient threshold is calculated, and the specific formula is as follows:

[0210]

[0211] Among them, Ylxy is the product transportation type classification coefficient threshold, Zby1 is the first product transportation index threshold, Zby2 is the second product transportation index threshold, and Zby3 is the third product transportation index threshold;

[0212] Step S3333: when the product transportation type classification coefficient is greater than or equal to the product transportation type classification coefficient threshold, the transportation batch products in the second type transportation batch are reclassified as the first type transportation batch;

[0213] Step S3334: when the product transportation type classification coefficient is greater than or equal to the product transportation type classification coefficient threshold, the transportation batch products in the second type transportation batch are further classified into the second type transportation batch;

[0214] Step S34: Matching the transportation mode of the transportation batch products according to the preliminary classification data of the transportation product types and the secondary classification data of the transportation product types;

[0215] The details are as follows:

[0216] Step S341: When the transport batch products are in the first type of transport batch, the corresponding transport batch products are matched with air transport;

[0217] Step S342: When the transport batch products are in the second type of transport batch, the corresponding transport batch products are matched with land transport.

[0218] The preferred embodiments of the present invention disclosed above are only used to help explain the present invention. The preferred embodiments do not describe all the details in detail, nor do they limit the invention to only specific implementation methods. Obviously, many modifications and changes can be made according to the content of this specification. This specification selects and specifically describes these embodiments in order to better explain the principles and practical applications of the present invention, so that those skilled in the art can understand and use the present invention well. The present invention is limited only by the claims and their full scope and equivalents.

Claims

1. A cosmetics packaging bottle transportation system based on data analysis, characterized in that: include: Data acquisition module: used to divide the transport products on the cosmetics transport line into several transport batches of products, respectively obtain the first product transport index value, the second product transport index value and the third product transport index value and product transport time efficiency data corresponding to each transport batch of products, and obtain product transport basic data; Data analysis module: used to classify multiple transport batches of products into first-type transport batches and second-type transport batches according to product transport time data, and obtain preliminary classification data of transport product types; Product transportation module: used to further classify the transportation batch products in the second type of transportation batch according to the preliminary classification data of the transportation product type and the product transportation basic data, and match the transportation mode of the transportation batch products according to the classification results.

2. A cosmetic packaging bottle transportation system based on data analysis according to claim 1, characterized in that: The data acquisition module includes a time efficiency data unit, a cost data unit and a product data unit; Divide the transport products on the cosmetics transport line into several transport batches, and randomly select one transport batch from the several transport batches as a sample transport batch; The time efficiency data unit performs transportation time efficiency analysis on the sample transportation batch products to obtain product transportation time efficiency data corresponding to the sample transportation batch products; Acquire the product transportation timeliness data corresponding to each transportation batch of products respectively, and obtain multiple product transportation timeliness data; The cost data unit performs transportation cost analysis on the sample transportation batch products to obtain the second product transportation index value corresponding to the sample transportation batch products; Obtain the second product transportation index value corresponding to each transportation batch of products respectively to obtain the second product transportation index value; Acquire the third product transportation index value corresponding to each transportation batch of products respectively to obtain multiple third product transportation index values; The product data unit performs product value analysis on each transport batch of products to obtain a plurality of third product transport index values; The product transportation timeliness data, the second product transportation index value and the third product transportation index value are defined as product transportation basic data.

3. A cosmetic packaging bottle transportation system based on data analysis according to claim 2, characterized in that: The timeliness data unit obtains the product transportation timeliness data corresponding to the sample transportation batch products, as follows: Obtain the historical transportation records of the transportation company, and obtain several batches of transportation batch products with the same place of shipment and the same destination as the sample transportation batch products according to the historical transportation records of the transportation company, so as to obtain multiple transportation batch products; Obtain the time taken to transport each batch of products from the place of shipment to the destination by land transportation, obtain the transportation time of multiple products, and calculate the average of the obtained transportation time of the multiple products to obtain the necessary transportation time of the first sample product; Obtain the time it takes to transport each batch of products from the place of shipment to the destination by air transport, obtain the transportation time of multiple products, and calculate the average of the obtained transportation time of the multiple products to obtain the necessary transportation time of the second sample product; Get the time value corresponding to the current moment, get the time value of the first transportation node, get the order receipt time value corresponding to the sample transportation batch product, get the time value of the second transportation node, calculate the difference between the time value of the first transportation node and the time value of the second transportation node, and take the absolute value of the obtained difference to get the remaining transportation time of the sample product; Calculate the difference between the necessary transportation time of the second sample product and the necessary transportation time of the first sample product, and take the absolute value of the obtained difference to obtain the transportation index value of the first product; The necessary transportation time of the first sample product, the remaining transportation time of the sample product and the transportation index value of the first product are defined as product transportation timeliness data.

4. A cosmetic packaging bottle transportation system based on data analysis according to claim 2, characterized in that: The cost data unit obtains the second product transportation index value corresponding to the sample transportation batch product, specifically as follows: Obtain the historical transportation records of the transportation company, and obtain several batches of transportation batch products with the same place of shipment and the same destination as the sample transportation batch products according to the historical transportation records of the transportation company, and all the transportation batch products are transported by land, so as to obtain multiple land transportation batch products; The transportation costs of transporting multiple land transportation batches of products from the place of shipment to the destination are respectively obtained to obtain multiple product transportation costs, and the average of the obtained multiple product transportation costs is calculated to obtain a first product transportation cost value; Obtain the historical transportation records of the transportation company, and obtain several batches of transportation batch products with the same place of shipment and the same destination as the sample transportation batch products according to the historical transportation records of the transportation company, and all the transportation batch products are transported by air, so as to obtain multiple air transportation batch products; The transportation costs of transporting multiple batches of products by air transportation from the place of shipment to the destination are respectively obtained to obtain multiple product transportation costs, and the average of the obtained multiple product transportation costs is calculated to obtain a second product transportation cost value; The difference between the second product transportation cost value and the first product transportation cost value is calculated, and the absolute value of the difference is taken to obtain the second product transportation index value corresponding to the sample transportation batch products.

5. A cosmetic packaging bottle transportation system based on data analysis according to claim 2, characterized in that: The product data unit obtains a plurality of third product transportation index values, specifically as follows: The order amount corresponding to the sample transport batch products is obtained to obtain the product order amount value; Get the product quantity corresponding to the sample transport batch product and obtain the product order quantity value; The transport stacking volume corresponding to the sample transport batch products is numerically obtained to obtain the product stacking volume value; The quality of a single product in the sample transport batch is numerically obtained to obtain the quantity value of the single product, and the product quantity value and the product order quantity value are calculated to obtain the product order quality value; The third product transportation index value corresponding to the sample transportation batch product is obtained.

6. A cosmetic packaging bottle transportation system based on data analysis according to claim 5, characterized in that: The product data unit obtains the third product transportation index value corresponding to the sample transportation batch product, as follows: The product order amount value, product order quantity value, product stacking volume value and product order quality value are calculated to obtain the third product transportation index value corresponding to the sample transportation batch products; The third product transportation index value corresponding to the sample transportation batch products is calculated as follows: Among them, Zb3 is the third product transportation index value corresponding to the sample transportation batch product, Ddj is the product order amount value, Slz is the product order quantity value, Vdd is the product stacking volume value, and Zlz is the product order quality value.

7. The cosmetic packaging bottle transportation system based on data analysis according to claim 1 is characterized in that: The data analysis module obtains preliminary classification data of transport product types, as follows: Obtain product transportation basic data, and obtain product transportation timeliness data based on the product transportation basic data; According to the product transportation time data, the necessary transportation time of the first sample product and the remaining transportation time of the sample product are respectively obtained; Classify multiple transport batches of products into first-type transport batches and second-type transport batches, and obtain preliminary classification data of transport product types; The details are as follows: When the remaining transportation time of the sample product is greater than or equal to the necessary transportation time of the first sample product, the corresponding transportation batch products are classified as the first type of transportation batch; When the remaining transportation time of the sample product is less than the necessary transportation time of the first sample product, the corresponding transportation batch products are classified as the second type transportation batch.

8. The cosmetic packaging bottle transportation system based on data analysis according to claim 1 is characterized in that: The product transportation module matches the transportation mode of the transportation batch products, as follows: Obtain product transportation basic data, and obtain product transportation timeliness data, a second product transportation index value, and a third product transportation index value according to the product transportation basic data; Obtaining a first product transportation index value according to product transportation time efficiency data; Obtain preliminary classification data of transport product types, and obtain product transport type classification coefficients for transport batch products in the second type of transport batch; Further screening the transport batch products in the second type of transport batch according to the product transport type classification coefficient to obtain the transport product type secondary classification data; Match the transportation mode of the transport batch products according to the preliminary classification data of the transport product type and the secondary classification data of the transport product type; The details are as follows: When the transport batch products are in the first type of transport batch, the corresponding transport batch products are matched with air transport; When the transport batch products are in the second type of transport batch, land transportation is matched for the corresponding transport batch products.

9. A cosmetic packaging bottle transportation system based on data analysis according to claim 8, characterized in that: The product transportation module obtains the product transportation type classification coefficient, which is as follows: Respectively obtain a first product transportation index value, a second product transportation index value, and a third product transportation index value corresponding to each transportation batch product in the second type transportation batch; The first product transportation index value, the second product transportation index value and the third product transportation index value are calculated to obtain a product transportation type classification coefficient; The product transportation type classification coefficient is calculated as follows: Among them, Ylx is the product transportation type classification coefficient, Zb1 is the first product transportation index value, Zb2 is the second product transportation index value, and Zb3 is the third product transportation index value; Obtain the product transport type classification coefficient threshold, perform numerical comparison on multiple product transport type classification coefficients and the product transport type classification coefficient threshold respectively, and reclassify each transport batch product in the second type transport batch into the first type transport batch and the second type transport batch according to the numerical comparison result to obtain the secondary classification data of the transport product type.

10. A cosmetic packaging bottle transportation system based on data analysis according to claim 9, characterized in that: The product transportation module obtains secondary classification data of transportation product types, as follows: respectively obtaining a first product transportation index threshold, a second product transportation index threshold, and a third product transportation index threshold; The first product transportation index threshold, the second product transportation index threshold and the third product transportation index threshold are calculated to obtain a product transportation type classification coefficient threshold; When the product transportation type classification coefficient is greater than or equal to the product transportation type classification coefficient threshold, the transportation batch products in the second type transportation batch are reclassified as the first type transportation batch; When the product transportation type classification coefficient is greater than or equal to the product transportation type classification coefficient threshold, the transportation batch products in the second type transportation batch will continue to be classified as the second type transportation batch.

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