Intelligent logistics warehousing system based on visual analysis

Abstract

The invention provides an intelligent logistics warehousing system based on visual analysis. The intelligent logistics warehousing system comprises an image acquisition module, a visual analysis module, a warehouse management module, a control execution module and a database module, the warehouse management module comprises an information inquiry unit, a goods shelf placing unit, a goods placing unit, an information conveying unit and a flickering prompting unit. The flickering prompting unit is used for prompting the specific positions of goods. According to the intelligent logistics warehousing system based on visual analysis provided by the invention, the warehouse management module is provided with the information query unit, the goods shelf placing unit, the goods placing unit, the information conveying unit and the flickering prompting unit; the goods shelf for placing goods and the layer on the goods shelf can be positioned, after the goods shelf for placing the appointed goods is found, the appointed goods can be prompted in a light flickering mode, and workers can conveniently and rapidly position and take the goods.

Description

Technical Field

[0001] The present invention relates to the field of smart logistics, and in particular to a smart logistics warehousing system based on visual analysis. Background Art

[0002] As the core link of supply chain management, logistics and warehousing play a vital role in the modern economy. With the continuous growth of global trade and the rapid development of e-commerce, the scale of the logistics and warehousing industry continues to expand, and the complexity of business is also increasing. The traditional warehousing management model can no longer meet the market demand for efficiency, accuracy and rapid response. Therefore, the intelligent logistics and warehousing system came into being and became an inevitable trend in the development of the industry.

[0003] In traditional warehousing environments, inventory data recording mainly relies on manual operations, such as manually entering the inbound and outbound information of goods, which can easily lead to data entry errors, omissions, and other problems, making the inventory records inconsistent with the actual inventory situation.

[0004] Traditional cargo sorting mainly relies on manual search for goods in the warehouse based on order information, and then classifies and packs them. This method is extremely inefficient when faced with a large number of orders and a variety of goods. Workers need to shuttle back and forth in the huge warehouse to find goods, which not only wastes time but is also prone to errors.

[0005] The data collection of traditional logistics warehousing systems mainly relies on manual records and some simple equipment, such as barcode scanners. These methods can only collect some key data, and the frequency and accuracy of data collection are low. The acquisition of information such as the real-time status of goods and the logistics process in the warehouse is not comprehensive and timely.

[0006] However, in today's smart material warehousing, in order to facilitate personnel to find the goods when they are picking them up, the goods will be located through system queries. However, there are many goods placed on the designated shelves, which means that after finding the designated location, personnel are still required to query at the designated location. This method increases the inconvenience of personnel in picking up the goods.

[0007] Therefore, it is necessary to provide a smart logistics warehousing system based on visual analysis to solve the above technical problems. Summary of the invention

[0008] The present invention provides a smart logistics warehousing system based on visual analysis, which solves the problem that in current smart material warehousing, in order to facilitate personnel to find the goods when taking them, the goods are located by means of system query, and there are many goods placed on the designated shelves, resulting in the need for personnel to query the designated location after finding the designated location, and this method increases the inconvenience of personnel taking the goods.

[0009] In order to solve the above technical problems, the present invention provides a smart logistics warehousing system based on visual analysis, comprising:

[0010] Image acquisition module, visual analysis module, storage warehouse management module, control execution module and database module;

[0011] The storage warehouse management module includes an information query unit, a shelf placement unit, a cargo placement unit, an information transmission unit and a flashing prompt unit. The information query unit is used to query the cargo placement location, the information transmission unit is used to send query information, and the flashing prompt unit is used to prompt the specific location of the cargo.

[0012] Preferably, the information query unit may be a mobile phone terminal and a computer.

[0013] Preferably, the shelf placement unit and the goods placement unit are used to place the goods at designated shelf locations and display the locations of the goods on the shelves.

[0014] Preferably, the information query unit needs to use a query device, the query device includes a query terminal, a surface of the query terminal is provided with a placement component, the placement component includes two U-shaped fixing frames, and a mounting frame is connected between the two U-shaped fixing frames.

[0015] Preferably, a mounting sleeve is connected to the center position of the surface of the mounting frame, and a mounting block is arranged inside the mounting sleeve.

[0016] Preferably, one end of the mounting block is connected to a mounting rod, the bottom end of the mounting rod is connected to a fixing assembly, the fixing assembly includes a U-shaped mounting frame, and rubber pads are provided on both sides of the inner wall of the U-shaped mounting frame.

[0017] Preferably, a threaded rod is provided on one side of the U-shaped mounting frame, and one end of the threaded rod is connected to one of the rubber pads.

[0018] Preferably, a plurality of snap-in assemblies are provided on the surface of the mounting rod, and the snap-in assemblies include a fixing ring, one side of the fixing ring is connected to a snap-in ring via a connecting block, a rubber ring is bonded to the inner wall of the snap-in ring, and one side of the snap-in ring is provided with a fixing piece.

[0019] Preferably, a disassembly assembly is provided at one end of the mounting rod, and the disassembly assembly comprises a threaded sleeve, the internal threads of the threaded sleeve are connected to a threaded block, and one end of the threaded block is connected to the disassembly rod.

[0020] Preferably, the surfaces of the installation rod and the disassembly rod are both connected with connecting rings, and a connecting rope is connected between the two connecting rings.

[0021] Compared with related technologies, the intelligent logistics warehousing system based on visual analysis provided by the present invention has the following beneficial effects:

[0022] The present invention provides a smart logistics warehousing system based on visual analysis. An information query unit, a shelf placement unit, a goods placement unit, an information transmission unit and a flashing prompt unit are respectively arranged on a storage warehouse management module. After the designated goods barcode or information is transmitted to the terminal, the shelf where the goods are placed and the layer on the shelf can be located. After the designated goods shelf is found, the designated goods can be prompted by flashing lights, so that the staff can quickly locate and take the goods. BRIEF DESCRIPTION OF THE DRAWINGS

[0023] Figure 1 A schematic diagram of the structure of a first embodiment of a smart logistics warehousing system based on visual analysis provided by the present invention;

[0024] Figure 2 for Figure 1 A schematic diagram of a storage warehouse management module shown;

[0025] Figure 3 for Figure 2 The schematic diagram of the process steps of the storage warehouse management module shown;

[0026] Figure 4 A schematic diagram of the structure of a second embodiment of a smart logistics warehousing system based on visual analysis provided by the present invention;

[0027] Figure 5 for Figure 4 An enlarged schematic diagram of part A is shown;

[0028] Figure 6 for Figure 4 An enlarged schematic diagram of part B is shown;

[0029] Figure 7 for Figure 4 A schematic diagram of the overall three-dimensional structure of the device shown;

[0030] Figure 8 A schematic diagram of the structure of a third embodiment of a smart logistics warehousing system based on visual analysis provided by the present invention;

[0031] Fig. 9 for Figure 8 An enlarged schematic diagram of part C is shown.

[0032] Numbers in the figure: 1. Query terminal;

[0033] 2. Place the components; 21. U-shaped fixing frame; 22. Mounting frame; 23. Mounting sleeve; 24. Mounting block;

[0034] 3. Install the rod;

[0035] 4. Fixing assembly; 41. U-shaped mounting bracket; 42. Rubber pad; 43. Threaded rod;

[0036] 5. Snap-fit ​​assembly; 51. Fixing ring; 52. Snap-fit ​​ring; 53. Rubber ring; 54. Fixing piece;

[0037] 6. Disassembly assembly; 61. Threaded sleeve; 62. Threaded block; 63. Disassembly rod; 64. Connecting ring; 65. Connecting rope. DETAILED DESCRIPTION

[0038] The present invention will be further described below in conjunction with the accompanying drawings and implementation modes.

[0039] First embodiment

[0040] Please refer to Figure 1 , Figure 2 and Figure 3 ,in, Figure 1 A schematic diagram of the structure of a first embodiment of a smart logistics warehousing system based on visual analysis provided by the present invention; Figure 2 for Figure 1 A schematic diagram of a unit of a storage warehouse management module is shown; Figure 3 for Figure 2 A smart logistics warehousing system based on visual analysis includes:

[0041] Image acquisition module, visual analysis module, storage warehouse management module, control execution module and database module;

[0042] The storage warehouse management module includes an information query unit, a shelf placement unit, a cargo placement unit, an information transmission unit and a flashing prompt unit. The information query unit is used to query the cargo placement location, the information transmission unit is used to send query information, and the flashing prompt unit is used to prompt the specific location of the cargo.

[0043] Image acquisition module: It is composed of high-definition cameras distributed in various key locations in the warehouse. It is responsible for real-time collection of image information of goods, shelves, handling equipment and warehouse environment. The cameras have high resolution, wide dynamic range and low-light adaptability to ensure that clear images can be obtained under different lighting conditions and complex environments.

[0044] Visual analysis module: connected to the image acquisition module, it uses advanced deep learning algorithms and image processing technology to analyze the collected images. This module can realize the functions of cargo identification and classification, inventory counting, package damage detection, and personnel and equipment behavior analysis. For example, by training a deep convolutional neural network, it can accurately identify the appearance characteristics of various goods, including shape, color, logo, etc., so as to achieve rapid classification and positioning.

[0045] Warehouse management module: As the core control part of the system, it interacts closely with the visual analysis module and the database module. It performs warehouse planning, task scheduling, and inventory management operations based on the results of visual analysis. For example, according to the frequency of goods entering and leaving the warehouse and storage requirements, it intelligently allocates shelf locations, formulates reasonable transportation routes, and realizes automated warehousing, outbound and inventory management.

[0046] Control execution module: Receives instructions from the warehouse management module and controls various equipment in the warehouse to perform corresponding operations, including motion control of automatic guided vehicles (AGVs), forklifts, sorting robots, etc., as well as switch control of warehouse lighting, ventilation and other equipment. For example, when goods need to be put into the warehouse, the control execution module instructs the AGV to move the goods to the designated shelf location.

[0047] Database module: used to store various data during the operation of the system, including cargo information, inventory data, image data, equipment operation records and system configuration information. At the same time, it provides data query and storage services for other modules, and supports real-time data updates and historical tracing.

[0048] The information query unit can be a mobile phone terminal and a computer.

[0049] The shelf placement unit and the goods placement unit are used to place the goods at designated shelf locations and display the locations of the goods on the shelves.

[0050] Flashing reminder unit:

[0051] Sensor data acquisition: The sensor module in the system is responsible for collecting various information on the shelves in real time. For example, the weight sensor can detect the weight change of the goods, so as to determine whether the inventory quantity of the goods has increased or decreased. When the goods are taken away or put back, the weight sensor will transmit the corresponding signal to the central processing unit.

[0052] The position sensor is used to determine the specific location of the goods on the shelf. Radio Frequency Identification (RFID) technology can be used to install RFID tags and readers on the goods or at specific locations on the shelf. When the goods move, the reader can accurately read the tag information and obtain the location data of the goods.

[0053] Central processing unit analysis and decision-making: The central processing unit receives various data from the sensor module, analyzes and processes them, and determines whether it is necessary to trigger the light to flash and determine the flashing method and mode based on preset rules and algorithms.

[0054] For example, when the inventory management system shows that the inventory quantity of a certain product is lower than the set threshold, the central processing unit will send instructions to the lighting control module at the corresponding shelf location based on the location information of the product, causing its light to flash at a specific frequency and color, reminding staff to replenish the stock in time.

[0055] Lighting control and flashing execution: The lighting control module precisely controls the lights on the shelves according to the instructions of the central processing unit. It can adjust parameters such as light brightness, color and flashing frequency.

[0056] The flashing of lights will have different manifestations for different situations. For example, fast flashing may indicate an emergency (such as severe inventory shortage), slow flashing may be a general prompt (such as the goods are about to expire), and the color of the light can also be distinguished. For example, green flashing means that the goods are normal, yellow flashing means that attention is needed, and red flashing means that there is an abnormal situation.

[0057] The working principle of a smart logistics warehousing system based on visual analysis provided by the present invention is as follows:

[0058] S1. When searching for goods in the warehouse, first log in and query the goods information through the information query device;

[0059] S2. After the cargo information is transmitted to the query system, the query information is transmitted to the control host through the information transmission unit and queried;

[0060] S3. When the information of the goods is queried in the control host, the information of the shelf and location where the goods are placed will be transmitted to the query device. At the same time, when the specific information of the goods is sent to the query device, the specific location information of the goods will be transmitted to the flashing prompt component on the designated shelf to perform the light flashing operation;

[0061] S4. Finally, the staff picks up the designated goods according to the specific location and light flashing information given on the mobile device.

[0062] Compared with related technologies, the intelligent logistics warehousing system based on visual analysis provided by the present invention has the following beneficial effects:

[0063] The present invention provides a smart logistics warehousing system based on visual analysis. An information query unit, a shelf placement unit, a goods placement unit, an information transmission unit and a flashing prompt unit are respectively arranged on a storage warehouse management module. After the designated goods barcode or information is transmitted to the terminal, the shelf where the goods are placed and the layer on the shelf can be located. After the designated goods shelf is found, the designated goods can be prompted by flashing lights, so that the staff can quickly locate and take the goods.

[0064] Second embodiment

[0065] Please refer to Figure 4 , Figure 5 , Figure 6 and Figure 7 Based on the intelligent logistics warehousing system based on visual analysis provided by the first embodiment of the present application, the second embodiment of the present application proposes another intelligent logistics warehousing system based on visual analysis. The second embodiment is only a preferred method of the first embodiment, and the implementation of the second embodiment will not affect the independent implementation of the first embodiment.

[0066] Specifically, the difference of the second embodiment of the present application in providing a smart logistics warehousing system based on visual analysis is that, in a smart logistics warehousing system based on visual analysis, the information query unit needs to use a query device, and the query device includes a query terminal 1, and a placement component 2 is provided on the surface of the query terminal 1, and the placement component 2 includes two U-shaped fixing frames 21, and a mounting frame 22 is connected between the two U-shaped fixing frames 21.

[0067] A mounting sleeve 23 is connected to the center of the surface of the mounting frame 22 , and a mounting block 24 is disposed inside the mounting sleeve 23 .

[0068] The U-shaped fixing frame 21 is fixed by snapping, and the use of the mounting sleeve 23 and the mounting block 24 facilitates the installation and disassembly between the mounting frame 22 with two U-shaped mounting frames 21 and the mounting rod 3. The U-shaped mounting frame 41 is connected to the bottom end of the mounting rod 3, and the rubber pad 42 on one side of the U-shaped mounting frame 41 is bonded and fixed, and the rubber pad 42 on the other side is connected to one end of the threaded rod 43 for adjustment and extrusion fixation.

[0069] One end of the mounting block 24 is connected to a mounting rod 3 , and the bottom end of the mounting rod 3 is connected to a fixing assembly 4 . The fixing assembly 4 includes a U-shaped mounting frame 41 , and rubber pads 42 are provided on both sides of the inner wall of the U-shaped mounting frame 41 .

[0070] A threaded rod 43 is disposed on one side of the U-shaped mounting frame 41 , and one end of the threaded rod 43 is connected to one of the rubber pads 42 .

[0071] The fixing ring 51 is connected to the surface of the mounting rod 3 , and an opening is provided on one side of the clamping ring 52 and the rubber ring 53 to facilitate connection with the equipment, and rectangular fixing blocks are connected on both sides of the opening to facilitate the use of the fixing member 54 .

[0072] A plurality of snap-in assemblies 5 are provided on the surface of the mounting rod 3 , and the snap-in assemblies 5 include a fixing ring 51 , one side of the fixing ring 51 is connected to a snap-in ring 52 via a connecting block, a rubber ring 53 is bonded to the inner wall of the snap-in ring 52 , and one side of the snap-in ring 52 is provided with a fixing piece 54 .

[0073] The working principle of a smart logistics warehousing system based on visual analysis provided by the present invention is as follows:

[0074] When in use, when installing on the fixed column on the equipment, first put the installation rod 3 with the placement component 2 on the fixed column of the equipment through the clamping ring 52 with the rubber ring 53, and then use the fixing piece 54 to fix the clamping ring 52 to install the query terminal 1 between the two U-shaped fixing frames 21.

[0075] When the mounting rod 3 with the placement component 2 is fixed to other positions on the device, firstly, the U-shaped mounting frame 41 with two rubber pads 42 is put on the device, and then the query terminal 1 can be installed between the two U-shaped fixing frames 21 by rotating the threaded rod 43 to drive one of the rubber pads 42 for fixing.

[0076] Compared with related technologies, the intelligent logistics warehousing system based on visual analysis provided by the present invention has the following beneficial effects:

[0077] The present invention provides a smart logistics warehousing system based on visual analysis. A mounting frame 22 with two U-shaped fixing frames 21, a mounting sleeve 23 with a mounting block 24, and a mounting rod 3 with a fixing component 4 and multiple splicing components 5 are arranged on the back of a query terminal 1. This makes it convenient to fix the query terminal 1 at various positions on the equipment when driving a handling equipment in a storage warehouse to search for goods.

[0078] Third embodiment

[0079] Please refer to Figure 8 and Fig. 9 Based on the intelligent logistics warehousing system based on visual analysis provided in the first embodiment of the present application, the third embodiment of the present application proposes another intelligent logistics warehousing system based on visual analysis. The third embodiment is only a preferred method of the first embodiment, and the implementation of the third embodiment will not affect the independent implementation of the first embodiment.

[0080] Specifically, the difference of the third embodiment of the present application in providing a smart logistics warehousing system based on visual analysis is that, in a smart logistics warehousing system based on visual analysis, a disassembly component 6 is provided at one end of the mounting rod 3, and the disassembly component 6 includes a threaded sleeve 61, and the internal thread of the threaded sleeve 61 is connected to a threaded block 62, and one end of the threaded block 62 is connected to a disassembly rod 63.

[0081] The threaded sleeve 61 is connected to one end of the mounting rod 3. The use of the threaded sleeve 61 and the threaded block 62 facilitates the installation and disassembly between the mounting rod 3 and the disassembly rod 63. At the same time, the threaded sleeve 61 and the threaded block 62 can be replaced by a rectangular connecting sleeve and a rectangular connecting block, which can be disassembled and installed by plugging and unplugging. The use of the connecting rope 65 can prevent the query terminal 1 from falling.

[0082] The surfaces of the installation rod 3 and the disassembly rod 63 are both connected with a connection ring 64 , and a connection rope 65 is connected between the two connection rings 64 .

[0083] The working principle of a smart logistics warehousing system based on visual analysis provided by the present invention is as follows:

[0084] When using, when inputting cargo information on the query terminal 1, firstly, the thread block 62 is driven to separate from the thread sleeve 61 by rotating the disassembly rod 63. When the thread block 62 is separated from the thread sleeve 61, the query terminal 1 can be taken and used.

[0085] Compared with related technologies, the intelligent logistics warehousing system based on visual analysis provided by the present invention has the following beneficial effects:

[0086] The present invention provides a smart logistics warehousing system based on visual analysis. A disassembly component 6 is arranged between the mounting rod 3 and the mounting block 24 to facilitate the staff to take the query terminal 1 to input goods, and to quickly disassemble and install the query terminal 1 from the mounting rod 3.

[0087] The above descriptions are merely embodiments of the present invention and are not intended to limit the patent scope of the present invention. Any equivalent structure or equivalent process transformation made using the contents of the present invention specification and drawings, or directly or indirectly applied in other related technical fields, are also included in the patent protection scope of the present invention.

Claims

1. A smart logistics warehousing system based on visual analysis, characterized in that: include: Image acquisition module, visual analysis module, storage warehouse management module, control execution module and database module; The storage warehouse management module includes an information query unit, a shelf placement unit, a cargo placement unit, an information transmission unit and a flashing prompt unit. The information query unit is used to query the cargo placement location, the information transmission unit is used to send query information, and the flashing prompt unit is used to prompt the specific location of the cargo.

2. The intelligent logistics warehousing system based on visual analysis according to claim 1 is characterized in that: The information query unit can be a mobile phone terminal and a computer.

3. The intelligent logistics warehousing system based on visual analysis according to claim 1 is characterized in that: The shelf placement unit and the goods placement unit are used to place the goods at designated shelf locations and display the locations of the goods on the shelves.

4. The intelligent logistics warehousing system based on visual analysis according to claim 1 is characterized in that: The information query unit needs to use a query device, which includes a query terminal. A placement component is arranged on the surface of the query terminal. The placement component includes two U-shaped fixing frames, and a mounting frame is connected between the two U-shaped fixing frames.

5. The intelligent logistics warehousing system based on visual analysis according to claim 4 is characterized in that: A mounting sleeve is connected to the center of the surface of the mounting frame, and a mounting block is arranged inside the mounting sleeve.

6. The intelligent logistics warehousing system based on visual analysis according to claim 5 is characterized in that: One end of the mounting block is connected to a mounting rod, the bottom end of the mounting rod is connected to a fixing assembly, and the fixing assembly includes a U-shaped mounting frame, and rubber pads are arranged on both sides of the inner wall of the U-shaped mounting frame.

7. The intelligent logistics warehousing system based on visual analysis according to claim 6 is characterized in that: A threaded rod is provided on one side of the U-shaped mounting frame, and one end of the threaded rod is connected to one of the rubber pads.

8. The intelligent logistics warehousing system based on visual analysis according to claim 6 is characterized in that: A plurality of snap-in assemblies are arranged on the surface of the mounting rod, and the snap-in assemblies include a fixing ring, one side of the fixing ring is connected with a snap-in ring via a connecting block, a rubber ring is bonded to the inner wall of the snap-in ring, and one side of the snap-in ring is provided with a fixing piece.

9. The intelligent logistics warehousing system based on visual analysis according to claim 6 is characterized in that: A disassembly assembly is arranged at one end of the mounting rod, and the disassembly assembly comprises a threaded sleeve, the internal thread of the threaded sleeve is connected with a threaded block, and one end of the threaded block is connected with the disassembly rod.

10. The intelligent logistics warehousing system based on visual analysis according to claim 9 is characterized in that: The surfaces of the installation rod and the disassembly rod are both connected with connecting rings, and a connecting rope is connected between the two connecting rings.

Images