CN107310894B - A kind of automatic logistics classifier based on data mining commodity stocks and Dynamic Pricing - Google Patents

Abstract

The invention discloses a kind of automatic logistics classifier based on data mining commodity stocks and Dynamic Pricing, including showcase, electronics price display label, arc-shaped guide rail, cargo carry assembly, cargo delivery assembly, control cabinet, control cabinet include sales figure library, cargo inventory database, data-mining module, pricing module and communication module.The present invention can take expired cargo away automatically, assembly is carried by cargo, it is intelligent to realize cargo turnover, it is connected by using data-mining module with sales figure library, it can guarantee the supply of goods of popular cargo, pass through data-mining module, communication module is connected with cargo storehouse, market conditions can be prejudged in advance, increase the competitiveness of businessman, and data are transmitted to pricing module by data-mining module, price can be adjusted in time, by mobile phone APP terminal, pricing module makes client be benefited, and increases the sales volume of businessman.

Description

A kind of automatic logistics classifier based on data mining commodity stocks and Dynamic Pricing

Technical field

It is specially a kind of automatic based on data mining commodity stocks and Dynamic Pricing the present invention relates to commercial paraphernalia field Logistics classifier.

Background technique

Current freight classification is manually to operate, businessman by the cargo pile of production on shelf, usually by the date Long cargo is placed on front row, and the date is remote later, and businessman can recorde cargo by the bar code on scanning goods packing Shelf-life, to after the time, computer can prompt businessman, and businessman is by prompting expired cargo undercarriage, but this prompt does not have Have and specifically implement on cargo, businessman oneself is needed to look for undercarriage, is easy to appear omission, there are risk, quotient for cargo security supervision When cargo is sold by family, it is fixed kind whithin a period of time, the mouth of cargo can only be changed by attendant consultation service and fashion trend Taste puts out a new product, and this release is passive type, often lags behind consumer demand, is possible to deposit for a long time on shelf In the not favorite assortment of article of client, this needs businessman to judge by rule of thumb, is easy to appear erroneous judgement, brings loss to businessman, at present Also the condition of production that can not directly instruct cargo, cannot adjust production quantity in time, and cargo easy to form overstocks expired, cause wave Take.

Summary of the invention

Classified the purpose of the present invention is to provide a kind of based on the automatic logistics of data mining commodity stocks and Dynamic Pricing Machine, solve the problems, such as overtime goods cannot timely undercarriage, can prejudge in real time client demand hobby, release kind, guidance The production type and quantity of cargo, avoid waste, make businessman benefit.

To achieve the above object, the invention provides the following technical scheme: a kind of be based on data mining commodity stocks and dynamic The automatic logistics classifier of price, including showcase, the showcase are a both ends straightway, the cargo goods of medial arc section Cabinet, the radian of medial arc section are R1000mm, use frame structure inside showcase, welding fabrication, outside is 304 stainless steels Plate covering, its top are equipped with ceiling, and it is uniformly distributed honeycomb inside ceiling that the ceiling, which is the POM plastic plate of one piece of thickness 30mm, Formula structure, it is supported by the support plate at both ends, and the both ends support plate is also POM plastic plate, and internal and uniformly distributed is cellular Structure, the bottom dress of the ceiling carry assembly, the showcase equipped with cargo under the arc-shaped guide rail there are two arc-shaped guide rail Centre is show stand, is an inclined table top, and the show stand has two crudely-made articles objects to store lattice, and the cargo storage lattice are along displaying The contours profiles of cabinet are evenly arranged, every row 8, share 16 cargo storage lattice, under the corresponding table top of each cargo storage lattice Fang Youyi electronics price display label, the electronics price display label include price display screen and positioning label, the exhibition Show that the segmental arc among cabinet is cargo storage box, be an arc-shaped cavity slot, its back is provided with notch of stocking up, the cargo storage For the indentation, there of stocking up of case equipped with cargo delivery assembly, the cargo delivery assembly includes conveyer belt, conveying roller, feeder motor, branch Support, the conveyer belt are having the angled conveyor tilted down, the showcase close to cargo storage box indentation, there of stocking up Bottom be control zone, the inside is equipped with control cabinet, and the control cabinet includes sales figure library, cargo inventory database, and data are dug Module is dug, pricing module, communication module, the data-mining module carries assembly with cargo and is connected by communication, and carries to cargo The instruction of assembly sending action, the data-mining module are connected with pricing module, and send various cargo analyses to pricing module Data, the pricing module are connected with price display screen, and export extensive stock pricing data, pricing module to price display screen Also it is connected with customer mobile phone terminal APP, obtains mobile phone terminal APP and buy integration data, and the price after feedback score counteracting, institute It states data-mining module to be connected with communication module, and sends the order for obtaining warehouse goods kind and quantity, institute to communication module It states communication module and cargo storehouse communicates, cargo storehouse is connected with cargo delivery assembly, conveys cargo destined to showcase, described Cargo storehouse is also connected with cargo inventory database, update cargo inventory data, the data-mining module also with sales figure Library is connected with cargo inventory database, obtains cargo sales volume and inventory data.

Preferably, the cargo is carried there are two track roller seat at the top of assembly, and bilateral symmetry is distributed, each track roller There are two idler wheels on seat, it matches with arc-shaped guide rail, the projecting shaft and track of the left side idler wheel on the track roller seat in left side Motor is connected, and has intermediate bracket under the support plate of two track roller seats, the intermediate bracket is connected with excessive frame, the mistake The centre for spending frame is equipped with gear wheel, has rotating electric machine on excessive frame upper left side, pinion gear, the small tooth are connected on its projecting shaft Wheel is engaged with gear wheel, is intermediate support plate below the excessive frame, the projecting shaft above the gear wheel and intermediate support plate It is connected, the lower section of the intermediate support plate is equipped with two guide rails and ball screw assembly, is connected with below two guide rails Two sliding blocks, the bottom of described two sliding blocks are connecting plates, are multi-stage motor push rod below the connecting plate, the multistage electricity Vacuum chuck is housed on the final stage connecting rod of dynamic push rod, it includes electric vacuum pump and sucker, is equipped with and receives on the vacuum chuck Device, it includes infrared remote receiver and cargo bar code scanner.

Preferably, white LED backlight lamp is housed in the cargo storage lattice.

Preferably, the price display screen is 3.5 inches of lcd display screens, resolution ratio 128x64, display pattern: FSTN, indigo plant Bottom wrongly written or mispronounced character, semi-transparent, white backlight, driving voltage 3-3.3V.

Preferably, the positioning label is RF transmitter, it and infrared receiver pairing use, their wavelength It is consistent with frequency.

Preferably, the multi-stage motor push rod is three-grade electric push rod, maximum cylinder diameter 50mm, minimum cylinder diameter 25mm, maximum Stroke 1.5m, input voltage 24VDC.

Preferably, the data-mining module includes decision Tree algorithms.

Preferably, the sales figure library is the daily sales situation of cargo, records the sales volume of every kind of cargo, sale Time and price further include client's taste preference information, and the cargo inventory data is the production and inventories of cargo, including The output of every kind of cargo, quantity in stock and undercarriage amount, the spending limit and integral of the mobile phone terminal APP record client, are also wrapped Include consumption hobby and habit.

Compared with prior art, beneficial effects of the present invention are as follows:

1, the present invention sends a signal to data-mining module by sales figure library or cargo inventory database, can control Orbit motor, rotating electric machine and ball screw motor action are cooperated electric vacuum pump, can be allowed different with automatic sucking cargo Cargo is stored in specified cargo storage lattice automatically, and front and back by date is stacked, and can be taken expired cargo away automatically, be kept away Manual operation is exempted to misplace or leak the case where taking overtime goods, has kept cargo turnover and undercarriage errorless rapidly.

2, the present invention cooperates arc-shaped guide rail by attachment rail motor, and mounting rotary electric machine cooperates big pinion gear, installation dress Ball screw assembly cooperates guide rail slide block, is moved forward and backward vacuum chuck, 360 degree rotation, then passes through positioning label and red Cargo can be transported to any one cargo storage lattice on showcase, realize goods by outer line receiver transmitting and receiving infrared-ray The intelligent turnover of object.

3, the present invention is connected by data-mining module with sales figure library, can be known in a period of time in real time, is consumed The cargo of the good cargo of sales volume can be stored lattice number by being compared these data by the kind information of the favorite cargo of person Increase, increase the quantity of this cargo, the cargo of sales volume difference is reduced into quantity or direct undercarriage, automatically carries out type of merchandize cloth It sets, ensure that the supply of goods of popular cargo, improve sales volume.

4, the present invention is connected by data-mining module with communication module, and communication module is connected with cargo storehouse, Ke Yishi When to businessman provide client's cargo data liked, businessman can increase production and the quantity in stock of the measured cargo of pin according to data Or new varieties are researched and developed according to hobby, and warehouse goods is invested by showcase by feeder motor, realize to cargo production with The scientific management of inventory, prejudges market conditions in advance, increases the competitiveness of businessman.

5, the present invention transmits sales data to pricing module by data-mining module, can prejudge various cargos in advance Sales volume situation, adjusts price in time, handles the cargo promotion in time of sales volume difference, reduces loss, while passing through cell phone application end End, the integrating state of the available frequent customer of pricing module are integrated by frequent customer and are given a discount, and client is made to be benefited, and also increase businessman's Sales volume.

Detailed description of the invention

Fig. 1 is schematic structural view of the invention；

Fig. 2 is the A-A cross-sectional view of Fig. 1；

Fig. 3 is left view of the invention；

Fig. 4 is that cargo of the invention carries assembly main view；

Fig. 5 is that cargo of the invention carries assembly left view；

Fig. 6 is control principle drawing of the invention；

Fig. 7 is axial schematic diagram of the invention；

In figure: 1 showcase, 2 cargos carry assembly, 3 electronics price display labels, 4 control cabinets, 5 arc-shaped guide rails, 6 cargos Delivery assembly, 201 support plates, 202 left side idler wheels, 203 track roller seats, 204 gear wheels, 205 excessive frames, 206 multi-stage motors Push rod, 207 vacuum chucks, 208 pinion gears, 209 ball screw assemblies, 210 rotating electric machines, 211 orbit motors, 212 guide rails, 213 sliding blocks, 214 receivers, 215 connecting plates.

Specific embodiment

Following will be combined with the drawings in the embodiments of the present invention, and technical solution in the embodiment of the present invention carries out clear, complete Site preparation description, it is clear that described embodiments are only a part of the embodiments of the present invention, instead of all the embodiments.It is based on Embodiment in the present invention, it is obtained by those of ordinary skill in the art without making creative efforts every other Embodiment shall fall within the protection scope of the present invention.

Please refer to Fig. 1-7, a kind of automatic logistics classifier based on data mining commodity stocks and Dynamic Pricing, including exhibition Show cabinet 1, it is a cargo counter that its both ends, which is straightway, and centre is segmental arc, and the radian of medial arc section is R1000mm, exhibition Show that welding fabrication, outside is 304 stainless steel plate coverings, can be with antirust, to cargo food safety using frame structure inside cabinet 1 It does not impact, its top is equipped with ceiling, it is the POM plastic plate of one piece of thickness 30mm, is uniformly distributed cellular inside ceiling Structure, it is supported by the support plate at both ends, and both ends support plate is also POM plastic plate, and inside is also uniformly distributed honeycomb type structure, top The light weight of canopy and support plate, intensity is high, will not improve the center of gravity of showcase 1, and the bottom of ceiling is filled there are two arc-shaped guide rail 5, Assembly 2 is carried equipped with cargo below it, there are two track roller seats 203 at top, it is symmetrically arranged, each track roller seat There are two idler wheels 202 on 203, it matches with arc-shaped guide rail 5, and the left side idler wheel 202 on the track roller seat 203 in left side is stretched Shaft is connected with orbit motor 211, and cargo can be made to carry assembly 2, and arcuately guide rail 5 slides on showcase 1, leads at two There is intermediate bracket under the support plate 201 of rail roller mount 203, it is connected with excessive frame 205, and the centre of excessive frame 205 is equipped with canine tooth Wheel 204, upper left side are equipped with rotating electric machine 210, are connected with pinion gear 208 on its projecting shaft, pinion gear 208 is nibbled with gear wheel 205 Close, the motor of low torque can be selected, save cost, be intermediate support plate 216 below excessive frame 205, gear wheel 205 with The projecting shaft of 216 top of intermediate support plate is connected, and so that intermediate support plate 216 is had the function of 360 degree rotation, in intermediate supports The lower section of plate 216 is equipped with two guide rails 212 and ball screw assembly 209, and there are two sliding blocks for the lower section connection of two guide rails 212 213, the bottom of two sliding blocks 213 is connecting plate 215, can make the anterior-posterior translation under ball screw motor driven of connecting plate 215, The lower section of connecting plate 215 is multi-stage motor push rod 206, it is three-grade electric push rod, maximum cylinder diameter 50mm, minimum cylinder diameter 25mm, Range 1.5m, input voltage 24VDC are equipped with vacuum chuck 207 on the final stage connecting rod of multi-stage motor push rod 206, it is wrapped Electric vacuum pump and sucker are included, cargo can be drawn, cargo carries assembly 2 can be by any the one of cargo transfer to showcase 1 A position, is equipped with receiver 214 on vacuum chuck 207, it includes infrared remote receiver and cargo bar code scanner, infrared to connect It receives device and is used for the infrared ray that receiving infrared-ray transmitter issues, so that cargo is carried assembly 2 and navigate at emission source, bar code scanning Device can scan the bar code on goods packing, can know the date of manufacture of cargo, the type of shelf-life and cargo, showcase It is show stand among 1, is an inclined table top, it has two crudely-made articles objects to store lattice, and every row 8 shares 16 cargo storage lattice, There is an electronics price display label 3 below the corresponding table top of each cargo storage lattice, it includes price display screen and positioning Label, price display screen are 3.5 inches of lcd display screens, and resolution ratio 128x64, display pattern: FSTN, blue bottom wrongly written or mispronounced character is semi-transparent, white Color backlight, driving voltage 3-3.3V correspond to the price of cargo for real-time display, and positioning label is RF transmitter, it with Infrared receiver pairing uses, their wavelength is consistent with frequency, and for issuing infrared ray, guidance cargo carries assembly 2 Mobile, it is an arc-shaped cavity slot, its back is provided with notch of stocking up, institute that the segmental arc among showcase 1, which is cargo storage box, The indentation, there of stocking up of cargo storage box is stated equipped with cargo delivery assembly 6, it includes conveyer belt, conveying roller, feeder motor, support Frame, conveyer belt are having the angled conveyor tilted down close to cargo storage box indentation, there of stocking up, cargo storehouse can sent The cargo come is shipped in cargo storage box, is control zone in the bottom of showcase 1, and the inside is equipped with control cabinet 4, it includes sale Record storehouse, cargo inventory database, data-mining module, pricing module, communication module, data-mining module include decision tree calculation Method, it carries assembly 2 with cargo and is connected by communication, and carries the instruction of 2 sending action of assembly to cargo, and cargo is put into specific bit Set, be connected with pricing module, and send various cargos to pricing module and analyze data, pricing module again with price display screen phase Even, and to price display screen extensive stock pricing data is exported, pricing module is also connected with customer mobile phone terminal APP, obtains hand Machine terminal APP buys integration data, and the price after feedback score counteracting, data-mining module are connected with communication module, and to Communication module sends the order for obtaining warehouse goods kind and quantity, and communication module and cargo storehouse communicate, cargo storehouse and goods Object delivery assembly 6 is connected, and conveys cargo destined to showcase 1, and cargo storehouse is also connected with cargo inventory database, updates cargo Inventory data, data-mining module are also connected with sales figure library and cargo inventory database, and sales figure library is the day of cargo Normal sales situation records the sales volume of every kind of cargo, selling time and price, further includes client's taste preference information, cargo Inventory data is the production and inventories of cargo, the output including every kind of cargo, quantity in stock and undercarriage amount, mobile phone terminal APP records the spending limit of client, is converted into integrating, and further includes consumption hobby and habit, obtains cargo sales volume and inventory data, Data-mining module can prejudge the sales volume of cargo by analyzing these data, instruct businessman to the measured cargo quantity in stock of pin, The cargo of production novel taste, and Real-Time Pricing are liked according to client, is promoted, and businessman and client are benefited.

In use, client often buys a cargo, the sales volume record of this cargo, data will be increased on sales figure library Excavating module can be in a period of time, and the sales volume of various cargos is analyzed, and sums up the measured cargo of pin and sales volume automatically The cargo of difference is same as summarizing the hobby of client, prejudges out the hobby of future customers, and data-mining module can control cargo and carry always Persistently ship the measured cargo of pin at 2, and by communication module, inform cargo storehouse increase the output for selling measured cargo and Quantity in stock, while being also notified that businessman, new product is produced for the hobby of future customers, the cargo of inventory is conveyed by cargo Assembly 6 is sent to showcase 1, and cargo measured for lasting pin can allow pricing module to re-start price, carries out price adjustment, For the cargo of sales volume difference, information can be transmitted to pricing module, the cargo of sales volume difference is promoted at a reduced price in time, if promoted After pin, sales volume is still bad, controls cargo in time and carries assembly 2 for its undercarriage, while informing cargo storehouse by communication module Stopping production and stores this kind of cargo, when sale of goods, businessman gives client to provide mobile phone terminal APP, after buying cargo every time, it It will increase integral and record the type and quantity that client buys cargo, when client buys again, mobile phone terminal APP will be these Data issue pricing module, and pricing module gives a discount to client according to number of points, by rule, benefit user, while client Purchaser record can be also collected, and be used for data mining, cargo storehouse meeting real-time update cargo inventory database, data-mining module After data analysis, dispose that quantity in stock is big in time, the bad cargo of prospect, and by pricing module, again to these cargos Price, promotion are handled；Barcode scanner on vacuum chuck 207 can scan the bar code on goods packing, this bar shaped Code includes the date of manufacture and shelf-life of cargo, these information will record in cargo inventory database, when the shelf-life closes on, Cargo, which carries assembly 2, to put full position for this kind of cargo, while by pricing module to this kind of cargo Discount Promotion, when After having spent the shelf-life, cargo carries assembly 2 can be in time by this kind of cargo undercarriage.

In summary: being somebody's turn to do the automatic freight classification machine based on data mining commodity stocks and Dynamic Pricing, pass through sale and remember Record library or cargo inventory database send a signal to data-mining module, can control orbit motor 211,210 He of rotating electric machine Ball screw motor action cooperates electric vacuum pump, different cargos can be allowed to be stored in automatically specified with automatic sucking cargo Cargo stores lattice, and front and back by date is stacked, and can be taken expired cargo away automatically, be avoided manual operation and misplace or leak The case where taking overtime goods keeps cargo turnover and undercarriage errorless rapidly, cooperates arc-shaped guide rail 5, peace by attachment rail motor 211 Dress rotating electric machine 210 cooperates big pinion gear, and installation dress ball screw assembly 209 cooperates guide rail 212 and sliding block 213, inhales vacuum Disk 207 can be moved forward and backward, 360 degree rotation, then by positioning label and infrared receiver transmitting and receiving infrared-ray, can be with Cargo is transported into any one cargo storage lattice on showcase, the intelligent turnover of cargo is realized, passes through data-mining module Be connected with sales figure library, can know in a period of time in real time, the kind information of the favorite cargo of consumer, by by these Data are compared, and the cargo of the good cargo of sales volume can be stored lattice number and increased, increase the quantity of this cargo, by sales volume difference Cargo reduces quantity or direct undercarriage, automatically carries out type of merchandize arrangement, ensure that the supply of goods of popular cargo, improves pin Amount, is connected by data-mining module with communication module, and communication module is connected with cargo storehouse, can provide visitor to businessman in real time The cargo data of family hobby, businessman can increase the production of the measured cargo of pin according to data and quantity in stock or be ground according to hobby New varieties are sent out, and warehouse goods is invested by showcase by feeder motor, realize the scientific management to cargo production and inventory, Market conditions are prejudged in advance, increase the competitiveness of businessman, and sales data is transmitted to pricing module by data-mining module, it can To prejudge the sales volume situation of various cargos in advance, price is adjusted in time, and the cargo promotion in time of sales volume difference is handled, damage is reduced It loses, while by mobile phone APP terminal, the integrating state of the available frequent customer of pricing module is integrated by frequent customer and given a discount, makes visitor Family is benefited, and also increases the sales volume of businessman.

It although an embodiment of the present invention has been shown and described, for the ordinary skill in the art, can be with A variety of variations, modification, replacement can be carried out to these embodiments without departing from the principles and spirit of the present invention by understanding And modification, the scope of the present invention is defined by the appended.

Claims (2)

1. a kind of automatic logistics classifier based on data mining commodity stocks and Dynamic Pricing, including showcase (1), feature Be: the showcase (1) is a both ends straightway, and the cargo counter of medial arc section, inside uses frame structure, welding Molding, outside are stainless steel plate covering, and ceiling is housed at the top of the showcase (1), is uniformly distributed honeycomb type structure inside ceiling, It is supported by the support plate at both ends, and the both ends support plate is also POM plastic plate, and inside is also uniformly distributed honeycomb type structure, institute The bottom dress of ceiling is stated there are two arc-shaped guide rail (5), carries assembly (2) equipped with cargo under the arc-shaped guide rail (5), the displaying It is show stand that cabinet (1) is intermediate, is an inclined table top, and the show stand has two crudely-made articles objects to store lattice, and the cargo stores lattice Contours profiles along showcase (1) are evenly arranged, and have an electronics price aobvious below the corresponding table top of each cargo storage lattice Indicating label (3)；The electronics price display label (3) includes price display screen and positions label, among the showcase (1) Segmental arc is cargo storage box, is an arc-shaped cavity slot, its back is provided with notch of stocking up, and stocking up for the cargo storage box is scarce Mouthful place is equipped with cargo delivery assembly (6), and the cargo delivery assembly (6) includes conveyer belt, conveying roller, feeder motor, support frame, The conveyer belt is having the angled conveyor tilted down close to cargo storage box indentation, there of stocking up, the showcase (1) Bottom is control zone, and the inside is equipped with control cabinet (4)；The control cabinet (4) includes sales figure library, cargo inventory database, number According to excavating module, pricing module, communication module, the data-mining module and cargo carrying assembly (2) be connected by communication, and to goods Object carries the instruction of assembly (2) sending action, and the data-mining module is connected with pricing module, and various to pricing module transmission Cargo analyzes data, and the pricing module is connected with price display screen, and exports extensive stock pricing data to price display screen, After pricing module is also connected with customer mobile phone terminal APP, obtains mobile phone terminal APP and buys integration data, and feedback score is offset Price, the data-mining module is connected with communication module, and sends to communication module and obtain warehouse goods kind and quantity Order, the communication module and cargo storehouse communicate, and cargo storehouse is connected with cargo delivery assembly (6), defeated to showcase (1) Cargo destined is sent, the cargo storehouse is also connected with cargo inventory database, updates cargo inventory data, the data mining mould Block is also connected with sales figure library and cargo inventory database, obtains cargo sales volume and inventory data；The cargo carries assembly (2) there are two track roller seat (203), bilateral symmetry to be distributed at top, and there are two idler wheels on each track roller seat (203) (202), it matches with arc-shaped guide rail (5), the projecting shaft of the left side idler wheel (202) on the track roller seat (203) in left side with Orbit motor (211) is connected, and has intermediate bracket, the intermediate bracket under the support plate (201) of two track roller seats (203) It is connected with excessive frame (205), the centre of the excessive frame (205) is equipped with gear wheel (204), has on excessive frame (205) upper left side Rotating electric machine (210) is connected with pinion gear (208) on its projecting shaft, and the pinion gear (208) is engaged with gear wheel (204), It is intermediate support plate (216) below the excessive frame (205), above the gear wheel (204) and intermediate support plate (216) Projecting shaft is connected, and the lower section of the intermediate support plate (216) is equipped with two guide rails (212) and ball screw assembly (209), described There are two sliding block (213) for the lower section connection of two guide rails (212), and the bottom of described two sliding blocks (213) is connecting plate (215), It is multi-stage motor push rod (206) below the connecting plate (215), is filled on the final stage connecting rod of the multi-stage motor push rod (206) There are vacuum chuck (207), it includes electric vacuum pump and sucker, receiver (214) are housed on the vacuum chuck (207), it Including infrared remote receiver and cargo bar code scanner.

2. a kind of automatic logistics classifier based on data mining commodity stocks and Dynamic Pricing according to claim 1, It is characterized by: being equipped with white LED backlight lamp in the cargo storage lattice.