KR102317895B1 - System and method for managing goods for export - Google Patents

Abstract

The present invention relates to a system and method for managing an export product enabling individual management according to a type and storage method of each export product after purchasing export products, such as various pharmaceuticals and medical devices to be exported abroad, from a domestic company and allowing that various management tasks related to delivery as well as delivery of each export requested by the exporter are performed automatically.

Description

SYSTEM AND METHOD FOR MANAGING GOODS FOR EXPORT

The present invention relates to a system and management method for managing goods for export. More specifically, after purchasing export products such as various pharmaceuticals and medical devices exported abroad from a domestic company, individual management is possible according to the type and storage method of each export product. It relates to a management system and method for managing goods for export that enable automatic delivery of each export product requested from an exporter, as well as various management tasks related to delivery.

In general, the business of exporting pharmaceuticals, medical devices, or cosmetics abroad uses the in-house ERP system to perform various documents related to export with domestic and foreign trade-related organizations connected to domestic and foreign infrastructure.

In this process, the probability of errors or typos occurring is very high because the user must directly input the basic document format and the letter of credit and contract output from the comprehensive trade automation network while visually checking it, and banks, shipping companies, and insurance companies It was very difficult and inconvenient to adapt to the export business environment that uses different formats for each customs office, customs office, or foreign e-trade-related organizations, and had a problem in that even people with rich professional knowledge and experience could make mistakes.

In addition, since the types and quantities of export products required by each export destination are all different, the process of checking them one by one and inputting and correcting documents is very inefficient.

Korean Patent Publication No. 10-2001-0099447

The present invention has been devised to solve the above problems, and enables individual management according to the type and storage method of each export product after purchasing export products such as various medicines and medical devices exported abroad from a domestic company, It is intended to provide a management system and management method for export products that enable automatic delivery of each export product requested from the source, as well as various management tasks related to delivery.

The export goods management system 100 according to an embodiment of the present invention receives the export goods purchase request from the export goods management unit 110 and a plurality of export destination terminals that manage and store each export product purchased from the export goods supplier, and each received It may be characterized in that it includes a delivery management unit 120 that delivers the export goods stored in advance to the export destination in response to a purchase request for export goods.

In one embodiment, the export management unit 110 classifies the purchased exports according to the export product type and storage method so that they are transported and stored in a storage space for each export product, and also real-time inventory status of the exported products stored in each storage space. If it is determined that the quantity is less than a preset quantity after understanding the export goods, it may be characterized in that the export goods purchase request for the export goods is transmitted to the export goods supplier terminal of the export goods supplier.

In an embodiment, the export product management unit 110 checks the average purchase price of each export product through a separate export product price providing server, and then, if the purchase price provided from each export product supplier terminal falls below the average purchase price, the corresponding It may be characterized in that the purchase quantity of export goods is adjusted upward to a preset quantity.

In one embodiment, the export product management unit 110 classifies the purchased exports according to the export product type and storage method so that they are transferred and stored in a storage space for each export product. After acquiring information on the type and storage method of the export product through the export product information providing server, the export product may be transferred and stored to a storage space based on the information on the storage method.

In the export goods management method according to another embodiment of the present invention, the export goods management unit 110, the step of managing and storing each export purchased from the export goods supplier, and the delivery management unit 120, the export purchase request from a plurality of export destination terminals and delivering the stored export products to the corresponding export destination in response to each received export product purchase request.

According to the present invention, it is possible to individually manage export products such as various pharmaceuticals and medical devices exported abroad according to the type and storage method of each export product after purchasing it from a domestic company, as well as delivery of each export product requested by the exporter. It has the advantage of allowing various management tasks related to delivery to proceed automatically.

1 is a diagram illustrating the configuration of an export management system 100 according to an embodiment of the present invention.
FIG. 2 is a view showing the process of purchasing, storing, and delivering various export goods to each export destination in the export goods management system 100 shown in FIG. 1 in a sequential order.

Hereinafter, embodiments of the present invention will be described in detail with reference to the accompanying drawings so that those of ordinary skill in the art to which the present invention pertains can easily implement them. The present invention may be embodied in many different forms and is not limited to the embodiments described herein.

In order to clearly explain the present invention, parts irrelevant to the description are omitted, and the same reference numerals are given to the same or similar elements throughout the specification.

In addition, in various embodiments, components having the same configuration will be described using the same reference numerals only in the representative embodiment, and only configurations different from the representative embodiment will be described in other embodiments.

Throughout the specification, when a part is "connected" to another part, it includes not only the case where it is "directly connected" but also the case where it is "indirectly connected" with another member interposed therebetween. In addition, when a part "includes" a certain component, this may mean further including other components rather than excluding other components unless otherwise stated.

1 is a diagram illustrating the configuration of an export management system 100 according to an embodiment of the present invention.

Referring to FIG. 1 , the export management system 100 according to an embodiment of the present invention may largely include an export product management unit 110 and a delivery management unit 120 .

First, the export product management unit 110 serves to manage and store each export product purchased from an export product supplier that supplies each export product.

More specifically, the export product management unit 110 may be connected to each export product supplier terminal based on wired/wireless network communication, and receives a purchase slip from each export product supplier terminal, as well as various export goods purchased from each export supply source terminal and stores the types and storage. It can be classified and stored in detail according to the method.

In one embodiment, the export management unit 110 is a scanning unit (not shown) that automatically scans barcodes or recognition codes (eg, RFID) written in the purchased exports so as to automatically classify the export types and storage methods of the purchased exports. city) may be included.

Therefore, the process of visually checking and classifying the export products by the user can be excluded, and the export product management unit 110 classifies the exported products whose types are scanned through a separate sorting robot arm according to each storage method.

Also, in an embodiment, the scanning unit may automatically scan the purchase slip received from each export product supplier terminal to automatically determine the type and storage method of the purchased export product.

For example, if the export products purchased from each export supplier are botox, hyaluronic acid filler (HA filler), contour injections, pharmaceuticals, medical devices, or cosmetics, the Export Management Department (110) ) separates the export products that require refrigeration and transfers and stores the Botox to a storage space equipped with refrigeration facilities.

In particular, in the case of vaccines and therapeutics for recent infectious diseases, it is very important to manage exports at low temperatures. In addition to the simple storage space, there may be cases where the functions of medicines are lost due to exposure to external temperature during the transport process. In addition, when power is cut off due to an unexpected accident (eg, a power outage) in the storage space, the function of storing at a low temperature is lost, and there is a risk that the value of all exported products may be damaged. Furthermore, conventionally, the temperature of medicines and the like can be observed indirectly by simply measuring the temperature of air in a specific storage space, such as in a refrigerator, but this method does not perfectly reflect the actual temperature of medicines or the like. However, if the medicine or the like is in direct contact with the thermometer, the temperature of the medicine or the like may be affected through the contact during the measurement process.

To this end, the storage space is provided with a non-contact infrared thermometer for measuring the temperature of medicines or the like, a rechargeable battery capable of providing electric power to control the temperature in the storage space, and a temperature control unit. In addition, the storage space may be configured to be movable on the floor surface. The non-contact infrared thermometer in the storage space can convert the temperature into an electrical signal without contacting the medicine, etc., which is the object of temperature measurement, and transmit it to the temperature controller. For example, if the optimum storage temperature for a specific drug is -4 °C, even if the air temperature in the storage space is -4 °C, the actual temperature of a specific drug is -2 to 3 °C, which does not guarantee optimal storage. In this case, the internal temperature measured by the non-contact infrared thermometer is converted into an electrical signal by converting -2 to 3 ℃ measured by the non-contact infrared thermometer into an electrical signal and transmitted to the temperature controller. It can be adjusted to be lower. On the other hand, the storage space is provided with a rechargeable battery. When the storage space is desired to be fixed, power is supplied by connecting a power line from the outside, and the battery can be charged while supplying power. Such a rechargeable battery can maintain the temperature even during transport and can serve to maintain the temperature of medicines for a certain period of time even if an external power line in the storage space malfunctions.

In addition, for export products having different refrigeration temperatures among export products requiring refrigeration, the export management unit 110 separates the exported products in the same way and transports and stores the exported products to a storage space maintained at the corresponding temperature.

In one embodiment, the export product management unit 110 identifies the real-time inventory status of the export goods stored in each storage space, and if it is determined that the quantity is less than a preset quantity, the export goods purchase for the export goods to the export goods supplier terminal of the export goods supplier By sending a request, we ensure that the export is always maintained in a pre-set quantity.

In this process, the export product management unit 110 checks the average purchase price for each export product through the external export product price providing server and wired/wireless network, and then, if the purchase price provided from each export product supplier terminal falls below the corresponding average purchase price , it is also possible to purchase as many as possible by adjusting the purchase volume of the export product upward from the previously set volume.

For example, the export product management unit 110 calculates the purchase price of the lowest price and the purchase price of the highest price in real time after understanding the past purchase price of the export product as a whole. If, as a result of checking the current average purchase price of a specific export product from an external export price providing server, it is determined that the purchase price of the export product is significantly lower than the purchase price of the export product, the export product management unit 110 increases the purchase volume of the export product by 20% or more Buy it by upgrading it upwards.

In this process, the export product management unit 110 may selectively proceed with the purchase of the upwardly adjusted quantity in advance or post-payment.

In the case of deferred payment, the purchase slip is received by transmitting the intention of pre-purchase with the upwardly adjusted quantity to the terminal of the export product supplier. After checking the financial account information, it is determined whether it is possible to purchase with the upwardly adjusted quantity. will check

If, from the user terminal, an instruction to proceed with the purchase with the upwardly adjusted quantity comes, the export product management unit 110 proceeds with the purchase with the upwardly adjusted quantity.

On the other hand, in one embodiment, the export management unit 110 classifies the purchased exports according to the types and storage methods of each export, and in the process of transporting and storing them to each storage space, if the storage method of the export is not registered, or the purchase If the type or storage method of the export product is not recognized as a result of scanning the slip, information is obtained after inquiring the type and storage method of the export product from an external export information providing server, and the export product is stored based on the obtained information It can also be transported into space.

When a request to purchase an export product is received from each export destination terminal, the delivery management unit 120 serves to deliver the export product stored in advance to the corresponding export destination according to the received export purchase request.

In this process, in one embodiment, when the delivery management unit 120 receives a purchase unit price discount request for the export product from the export destination terminal, by providing the purchase unit price discount option or the delivery quantity premium option to the export destination terminal, the corresponding Allows selection of any one option from the export destination terminal.

For example, when the purchase unit price discount option is selected at the export destination terminal, the delivery management unit 120 determines the credit relationship with the corresponding export destination, and discounts the purchase unit price by a preset percentage. Here, the credit relationship with the corresponding exporter may mean a result of comprehensively determining the transaction period, transaction volume, transaction amount, and the like with the corresponding exporter.

In addition, when the export destination terminal selects the delivery quantity premium option, the delivery management unit 120 determines the credit relationship with the corresponding export destination, increases the delivery quantity by a preset percentage, and delivers. In this case as well, it is also possible to determine the credit relationship with the corresponding exporter and set the percentage width of the increased delivery quantity.

Next, the entire process of purchasing, storing, and supplying export goods from an export supplier through the export goods management system 100 described above will be described.

FIG. 2 is a view showing the process of purchasing, storing, and delivering various export goods to each export destination in the export goods management system 100 shown in FIG. 1 in a sequential order.

Referring to FIG. 2 , first, the export product management unit 110 purchases various export products from the export product supplier ( S201 ), and in this process, the type and storage method of the purchased export products are identified through the scanning unit.

The export product management unit 110 classifies the purchased export products in detail according to the type and storage method, and then transports and stores them according to the classified storage space (S202).

Next, the delivery management unit 120 receives a request to purchase an export product from a plurality of export destination terminals (S203), and delivers the export product stored in advance to the corresponding export destination according to each received export purchase request (S204).

Although the above has been described with reference to the preferred embodiments of the present invention, those skilled in the art can variously modify and change the present invention without departing from the spirit and scope of the present invention as set forth in the claims below. You will understand that you can.

The system may be a personal computer such as a desktop computer, a laptop computer, a mobile device such as a smart phone, a PDA (Personal Digital Assistant), a PMP (Portable Multimedia Player), a tablet PC, a wearable device, or a communication device capable of network access, such as a server, There is no limit to the type or number of them.

The processor may be configured to process instructions of a computer program by performing input/output operations such as basic arithmetic, logic, and an image optimization method for a compressed package file. Instructions may be provided to the processor through a memory or network interface or bus. The processor may be configured to execute program code. The program code may be stored in a recording device such as a memory.

A processor may be configured to implement a function according to the present embodiment. The processor may be configured such that some components are omitted, additional components not shown are further included, or two or more components are combined according to a method of implementing each function.

The memory is a computer-readable recording medium and may include a random access memory (RAM), a read only memory (ROM), and a permanent mass storage device such as a disk drive. The memory may store an OS, program execution code, and other information. These software components may be loaded from a separate computer-readable recording medium such as a floppy drive, disk, tape, DVD/CD-ROM drive, or memory card. In another embodiment, the software components may be loaded into the memory through a network interface rather than a computer-readable recording medium.

The network interface may be a computer hardware component for connecting each component for performing a function according to the present embodiment to a computer network. The network interface may be connected to a computer network using a wireless connection or a wired connection method.

A bus may enable communication and data transfer between components. The bus may be configured using one or more of a high-speed serial bus, a parallel bus, a storage area network (SAN), and other communication methods.

An artificial intelligence learning model can be used, and the convolutional neural network consists of a feature extraction neural network and a classification neural network, and the feature extraction neural network stacks the input signal by sequentially stacking a convolutional layer and a pooling layer. The convolution layer includes a convolution operation, a convolution filter, and an activation function. The calculation of the convolution filter is adjusted according to the matrix size of the target input, but generally a 9X9 matrix is used. The activation function generally uses, but is not limited to, a ReLU function, a sigmoid function, and a tanh function. The pooling layer is a layer that reduces the size of the input matrix, and uses a method of extracting representative values by tying pixels in a specific area. In general, the average value or the maximum value is often used for the calculation of the pooling layer, but is not limited thereto. The operation is performed using a square matrix, typically a 9x9 matrix. The convolutional layer and the pooling layer are repeated alternately until the corresponding input becomes small enough while maintaining the difference.

A classification neural network has a hidden layer and an output layer. In a convolutional neural network, there are generally three or more hidden layers, and 100 nodes for each hidden layer are specified, but more or less can be specified in some cases. The activation function of the hidden layer uses a ReLU function, a sigmoid function, and a tanh function, but is not limited thereto. A total of 100 output layer nodes of a convolutional neural network can be made. The output layer activation function of the classification neural network uses the softmax function. The softmax function is a representative function of one-hot encoding, which makes the sum of all output nodes total 1, sets the output of the output node having the maximum value as 1, and sets the output of the remaining output nodes as 0. . It is possible to select only one output out of 100 outputs through the softmax function.

A training signal for training a convolutional neural network may be manually generated including information to be modified by a control device manager. The control device manager can manually input the information to be corrected based on the judgment on the need to generate the learning signal, and through this, the database information can be strengthened or weakened according to the type of the learning signal.

The learning signal is created based on the error between the correct answer and the output value, and in some cases, SGD using a delta, a batch method, or a method following a backpropagation algorithm can be used. Based on this learning signal, the convolutional neural network performs learning by modifying the existing weights, and in some cases, momentum can be used. A cost function can be used to calculate the error, and a cross entropy function can be used as the cost function.

A convolutional neural network can learn to modify information in a database based on a learning signal. A pre-trained convolutional neural network has 3 or more hidden layers, and each hidden layer can have 50 or more hidden nodes. The activation function of each hidden node may use a ReLU function, a sigmoid function, and a tanh function, but is not limited thereto. The function of the output node can use the softmax function using the one-hot encoding technique. The output selects only one classification according to the one-hot encoding technique, and it is possible to execute a command from the selected classification.

The above description is merely illustrative of the technical idea disclosed in this document, and those of ordinary skill in the art to which the embodiments disclosed in this document belong are not departing from the essential characteristics of the embodiments disclosed in this document. Various modifications and variations will be possible.

Therefore, the embodiments disclosed in this document are for explanation rather than limiting the technical ideas disclosed in this document, and the scope of the technical ideas disclosed in this document is not limited by these embodiments. The protection scope of the technical ideas disclosed in this document should be interpreted by the following claims, and all technical ideas within the equivalent range should be interpreted as being included in the scope of the present document.

100: export goods management system
110: Export Administration Department
120: delivery management department

Claims (5)

an export product management unit 110 that manages and stores each export product purchased from an export product supplier; and
and a delivery management unit 120 that receives export purchase requests from a plurality of export destination terminals, and delivers pre-stored export goods to the corresponding export destination according to each received export purchase request,
After confirming the average purchase price of each export product through a separate export price providing server, the export product management unit 110 determines the purchase quantity of the export product if the purchase price provided from the terminal of each export product supplier falls below the average purchase price. When purchasing by increasing the amount to a preset amount,
In the case of deferred payment, a purchase slip is received by sending a pre-purchase intention for the upwardly adjusted quantity to the terminal of the export product supplier;
In the case of prepayment, if it is determined that the financial account information of the user terminal connected to the export product management unit 110 has a sufficient balance to purchase, the purchase proceeds selectively based on the intention to proceed with the purchase with the amount adjusted upward to the user terminal. perform,
When the delivery management unit 120 receives a purchase unit price discount request for the export product from the export destination terminal, a purchase unit price discount option and preset Increase the delivery quantity by a percentage and provide it to the export destination terminal so that any one of the delivery quantity premium options to be delivered can be selected;
The credit relationship with the exporter is a relationship determined from the transaction period, transaction volume and transaction amount with the exporter,
The export product management unit 110 includes a scanning unit for automatically scanning the purchase slip received from each export product supplier terminal to automatically determine the type and storage method of the purchased export product,
The export product management unit 110 classifies the purchased exports according to the type of export and the storage method so that they are transferred and stored in a storage space for each export product. After obtaining information on the type and storage method of the export product through the
The export product is a medicine, and the export product management unit 110 classifies the purchased export product according to the type of export product and storage method so that it is transported and stored to a storage space for each export product, and the storage space is to measure the temperature of the export product. a non-contact infrared thermometer for configured, wherein the non-contact infrared thermometer of the storage space is configured to convert the measured temperature into an electrical signal without contacting the export product, which is the object of temperature measurement, and transmit the electrical signal to the temperature control unit, the temperature control unit includes and adjust the temperature of the storage space so that the temperature of the exported product measured by the non-contact infrared thermometer matches the storage temperature described in the storage method for the exported product, and the rechargeable battery maintains a temperature in the storage space during transport. and configured to maintain the temperature of the export product for a certain period even if an external power line in the storage space malfunctions. According to claim 1,
The export product management unit 110,
Purchased exports are classified according to the type of export and storage method, and transported and stored in a storage space for each export product.
After checking the real-time inventory status of the exported goods stored in each storage space, if it is determined that the quantity is lower than the preset quantity, the export goods management system transmits a request to purchase the export goods for the export goods to the export goods supplier terminal of the export goods supplier. delete delete delete

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