CN116477233A - Classification metering system and method for garbage transfer station - Google Patents

Classification metering system and method for garbage transfer station Download PDF

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Publication number
CN116477233A
CN116477233A CN202310321110.7A CN202310321110A CN116477233A CN 116477233 A CN116477233 A CN 116477233A CN 202310321110 A CN202310321110 A CN 202310321110A CN 116477233 A CN116477233 A CN 116477233A
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CN
China
Prior art keywords
garbage
main board
control main
transfer station
data
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Pending
Application number
CN202310321110.7A
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Chinese (zh)
Inventor
陈军荣
杨钊杰
张凯
万明
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Zhuhai Taidou Cloud Technology Co ltd
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Zhuhai Taidou Cloud Technology Co ltd
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Priority to CN202310321110.7A priority Critical patent/CN116477233A/en
Publication of CN116477233A publication Critical patent/CN116477233A/en
Pending legal-status Critical Current

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Classifications

    • BPERFORMING OPERATIONS; TRANSPORTING
    • B65CONVEYING; PACKING; STORING; HANDLING THIN OR FILAMENTARY MATERIAL
    • B65FGATHERING OR REMOVAL OF DOMESTIC OR LIKE REFUSE
    • B65F9/00Transferring of refuse between vehicles or containers with intermediate storage or pressing
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B07SEPARATING SOLIDS FROM SOLIDS; SORTING
    • B07CPOSTAL SORTING; SORTING INDIVIDUAL ARTICLES, OR BULK MATERIAL FIT TO BE SORTED PIECE-MEAL, e.g. BY PICKING
    • B07C5/00Sorting according to a characteristic or feature of the articles or material being sorted, e.g. by control effected by devices which detect or measure such characteristic or feature; Sorting by manually actuated devices, e.g. switches
    • B07C5/16Sorting according to weight
    • B07C5/18Sorting according to weight using a single stationary weighing mechanism
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B07SEPARATING SOLIDS FROM SOLIDS; SORTING
    • B07CPOSTAL SORTING; SORTING INDIVIDUAL ARTICLES, OR BULK MATERIAL FIT TO BE SORTED PIECE-MEAL, e.g. BY PICKING
    • B07C5/00Sorting according to a characteristic or feature of the articles or material being sorted, e.g. by control effected by devices which detect or measure such characteristic or feature; Sorting by manually actuated devices, e.g. switches
    • B07C5/34Sorting according to other particular properties
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B65CONVEYING; PACKING; STORING; HANDLING THIN OR FILAMENTARY MATERIAL
    • B65FGATHERING OR REMOVAL OF DOMESTIC OR LIKE REFUSE
    • B65F1/00Refuse receptacles; Accessories therefor
    • B65F1/0033Refuse receptacles; Accessories therefor specially adapted for segregated refuse collecting, e.g. receptacles with several compartments; Combination of receptacles
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B65CONVEYING; PACKING; STORING; HANDLING THIN OR FILAMENTARY MATERIAL
    • B65FGATHERING OR REMOVAL OF DOMESTIC OR LIKE REFUSE
    • B65F1/00Refuse receptacles; Accessories therefor
    • B65F1/14Other constructional features; Accessories
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B65CONVEYING; PACKING; STORING; HANDLING THIN OR FILAMENTARY MATERIAL
    • B65FGATHERING OR REMOVAL OF DOMESTIC OR LIKE REFUSE
    • B65F2210/00Equipment of refuse receptacles
    • B65F2210/138Identification means
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B65CONVEYING; PACKING; STORING; HANDLING THIN OR FILAMENTARY MATERIAL
    • B65FGATHERING OR REMOVAL OF DOMESTIC OR LIKE REFUSE
    • B65F2210/00Equipment of refuse receptacles
    • B65F2210/176Sorting means
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B65CONVEYING; PACKING; STORING; HANDLING THIN OR FILAMENTARY MATERIAL
    • B65FGATHERING OR REMOVAL OF DOMESTIC OR LIKE REFUSE
    • B65F2210/00Equipment of refuse receptacles
    • B65F2210/178Steps
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B65CONVEYING; PACKING; STORING; HANDLING THIN OR FILAMENTARY MATERIAL
    • B65FGATHERING OR REMOVAL OF DOMESTIC OR LIKE REFUSE
    • B65F2210/00Equipment of refuse receptacles
    • B65F2210/184Weighing means
    • YGENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y02TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
    • Y02WCLIMATE CHANGE MITIGATION TECHNOLOGIES RELATED TO WASTEWATER TREATMENT OR WASTE MANAGEMENT
    • Y02W30/00Technologies for solid waste management
    • Y02W30/10Waste collection, transportation, transfer or storage, e.g. segregated refuse collecting, electric or hybrid propulsion

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  • Engineering & Computer Science (AREA)
  • Mechanical Engineering (AREA)
  • Refuse Collection And Transfer (AREA)
  • Processing Of Solid Wastes (AREA)

Abstract

The invention discloses a garbage transfer station classification metering system and a garbage transfer station classification metering method capable of completing classification garbage bin type identification, garbage bin source identification, weight calculation, garbage volume calculation and classification quality evaluation. The garbage transfer station classification metering system comprises weighing equipment, a garbage can is placed on the weighing equipment, a radio frequency identification tag is arranged on the side wall of the garbage can, a vertical rod is arranged on one side of the weighing equipment, a radio frequency identification reader which is in the same horizontal plane with the radio frequency identification tag is arranged on the vertical rod, a support is arranged at the top of the vertical rod, an image acquisition device which is located right above the garbage can is arranged on the support, the image acquisition device is used for shooting garbage types in the garbage can, a control main board and a touch control screen are further arranged on the vertical rod, and the weighing equipment, the radio frequency identification reader, the image acquisition device and the touch control screen are electrically connected with the control main board. The invention is applied to the technical field of garbage transfer stations.

Description

Classification metering system and method for garbage transfer station
Technical Field
The invention relates to a garbage transfer station classification metering system and a garbage transfer station classification metering method.
Background
At present, a garbage transfer station mainly depends on weight calculation and volume calculation components carried by a compression box body or a tank body product, if the box body has no metering function, the garbage transfer station relies on weight data notified by a garbage treatment plant after the box body is transferred to the garbage treatment plant, on one hand, the data is incomplete, the source of classified garbage cannot be known, in addition, the weight and volume data are inaccurate, and particularly, the volume of the garbage compression box is compressed, and the volume before compression cannot be known.
At present, the metering mode of the garbage transfer station mainly has several metering modes, namely a weighing function depending on a box body, a final overweight return depending on a treatment plant and a manual registration by using common weighing equipment, and no matter which mode is used, the metering mode has the problem of incomplete data, and can not finish the type identification of the classified garbage can, the source identification of the garbage can, the weight calculation, the garbage volume calculation and the classification quality evaluation on the same operation action.
In addition, the patent number is 202122670180.2, and the patent name is 'intelligent garbage weighing and metering management system', which discloses that the source of the garbage can is identified through a radio frequency technology, the garbage can is weighed through a weighing platform, and the garbage volume calculation and the classification quality of garbage cannot be evaluated.
Disclosure of Invention
The invention aims to solve the technical problem of overcoming the defects of the prior art, and provides a garbage transfer station classification metering system and a garbage transfer station classification metering method which adopt the equipment parts of the Internet of things and realize the simultaneous weighing, garbage volume calculation, source registration and quality evaluation of classified garbage cans after integration, so that the metering work difficulty of sanitation operators is reduced.
The technical scheme adopted by the invention is as follows: the garbage transfer station classification metering system comprises weighing equipment, wherein a garbage can is placed on the weighing equipment, a radio frequency identification tag is arranged on the side wall of the garbage can, a vertical rod is arranged on one side of the weighing equipment, a radio frequency identification reader which is in the same horizontal plane with the radio frequency identification tag is arranged on the vertical rod, a support is arranged at the top of the vertical rod, an image acquisition device which is located right above the garbage can is arranged on the support, the image acquisition device is used for shooting garbage types in the garbage can, a control main board and a touch control screen are further arranged on the vertical rod, and the weighing equipment, the radio frequency identification reader, the image acquisition device and the touch control screen are electrically connected with the control main board.
Further, the garbage can is a solid-color garbage can, the garbage can is a trapezoid garbage can with a wide upper part and a narrow lower part, and the image acquisition equipment is used for shooting the plane distance between the top edge of the garbage can and the garbage surface, so that the garbage volume in the garbage can is calculated.
Furthermore, the control main board has data processing capability and data storage capability, and is provided with a Linux operating system, and comprises a circuit board, a processor, a memory, a storage card, a plurality of data connection ports, a communication module and a display screen connection port, wherein the processor, the memory, the storage card, the plurality of data connection ports, the communication module and the display screen connection port are integrated on the circuit board, and a garbage abnormal code library is stored in the memory.
Further, still be provided with 4G signal enhancement antenna in the pole setting, 4G signal enhancement antenna and the server signal connection of backstage, the server can adopt cloud platform, 4G signal enhancement antenna includes the shell, the shell adopts galvanized sheet or stainless steel material to make, the inside 4G module that is provided with of shell, the outside of shell is provided with the antenna, 4G module passes through data line and antenna electric connection.
Further, the weighing equipment is a wagon balance, the wagon balance is parallel to the ground, and a positioning guide frame plate matched with the bottom of the garbage can is arranged on the wagon balance.
Further, a plastic package protective layer is arranged outside the radio frequency identification tag.
Still further, the utility model also comprises a garbage transfer station classifying and metering method, which comprises the following steps:
s1, after a garbage can is dragged onto a weighing device, the weighing device starts to report real-time weight to a control main board, after the control main board obtains the weight, the weight is recorded first, the time for cyclic reporting is 0.5 second, if the weight does not change within 3 seconds, the garbage can is considered to be placed stably, and the control main board starts a radio frequency identification reader based on the weight to enter the next working link;
s2, the radio frequency identification reader obtains a radio frequency identification tag unique code of the garbage can, if the unique code cannot be obtained, the garbage can or a non-garbage can object which is not registered in advance is regarded as a placed object, and a program is prompted; if the label code is successfully obtained, entering the next working link;
s3, the image acquisition equipment shoots the garbage can, and after the control main board collects the shot pictures, the pictures are subjected to garbage volume evaluation analysis and garbage classification quality evaluation;
s4, after the control main board collects the weight, the identification tag code and the image photo of one operation, the weight, the identification tag code and the image photo are stored in a memory card in the control main board, and then data are asynchronously uploaded to a server;
s5, after the data reach the server, the data are stored into a database for processing, and after the data are accumulated to a certain amount, the system can analyze the data to obtain the following results:
A. the control main board uploads data to reflect the volume, the weight and the proportioning quantity of the garbage bin generated by each garbage source point, and aiming at setting full-load early warning values of all the garbage sources, if a certain garbage source is found to continuously exceed the warning value, the situation that the proportioning of the garbage bin is insufficient is indicated, and the garbage bin needs to be additionally arranged;
B. the control main board uploads data which can reflect the garbage classification quality generated by each garbage source point, and the source with low classification evaluation value in a certain time period or the management unit can execute correction measures according to the data, and the government needs to check the garbage classification source and the management unit in each period of time in the garbage classification implementation work, so that the data effectively helps the management unit to implement the garbage classification index requirements;
C. the daily transfer capacity of the garbage transfer station can be known in time through the volume and weight identification of garbage, so that the transfer station can be reasonably planned and constructed, the number of the clearing boxes with different garbage types can be reasonably equipped, and the garbage clearing shift and the working time of sanitation workers can be reasonably arranged;
D. the weight collected by the system can be compared with the weighing weight of the garbage disposal plant, and the weight collected by the system can be used as the calculation basis of the garbage disposal cost, so that the disposal cost paid by the government is more accurate.
Further, the specific analysis steps of the volume evaluation analysis of the garbage are as follows: because the garbage can is of a trapezoid structure, the garbage can is wide in upper part and narrow in lower part, and the bottom and the face of the can are at a distance in a overlook state as seen in overlook view of the garbage can, and the distance is called full distance in the overlook state; the boundary line of the garbage can be obtained through a color edge algorithm because the garbage can is solid, a plurality of acquisition distance points are established for ensuring the measurement accuracy because of the irregularity of the garbage, then an average value is calculated as a calculated 'space distance', the space distance is converted into a volume to be displayed on a touch screen, and an adopted formula is that the space distance divided by the full distance is multiplied by the volume specification of the garbage can to be equal to the volume of the measured garbage.
Further, the garbage classification quality evaluation step is to distinguish the types of the garbage cans according to the recognized tags, call different anomaly characteristic code libraries to recognize the pictures according to different types, and finally generate an evaluation value of classification quality according to the number of objects matched by the anomaly code libraries; in order to improve the recognition efficiency, the abnormal code library is stored in the memory of the control main board, the control main board performs local matching operation in an edge calculation mode, so that the efficiency is improved, the analysis processing pressure can be distributed to each system, and the operation pressure of the server is reduced.
The beneficial effects of the invention are as follows: 1. compared with the prior art of self-testing or manual operation scheme of the weight of the original compression box, the existing equipment independent of the transfer station is easier to apply to the actual use scene, and can be put into use only by simple installation; 2. the system has a clear and simple structure, the components are linked and independent, when faults or hardware losses occur, maintenance and replacement can be easily carried out, the system can be basically completed within one working day, and the traditional mode of sensing weight through the compression box generally needs a maintenance period of one month; 3. the device only needs sanitation workers to drag and place the garbage bin, and the dragging operation does not need other professional use skills, so that the original manual operation flow can be simplified; 4. a more convenient transfer station metering mode is established, the popularity of the transfer station metering operation is improved, and a garbage classification data system is formed, wherein the data system comprises the following components: a. the daily duty ratio of the four-class garbage can be accurately known, and more accurate data basis is provided for allocating and clearing resources; b. the realization condition of garbage classification work can be known more accurately, propaganda guidance can be carried out better to sources with poor classification quality, and the garbage classification work is carried out. The source distribution of the garbage can be accurately known, and a data basis is provided for the construction of the put-in transfer station, the construction of temporary storage points and the throwing of the garbage can.
Drawings
FIG. 1 is a schematic diagram of a refuse transfer station classification metering system;
FIG. 2 is an illustration of a control motherboard interface;
FIG. 3 is a flow chart illustrating the operation of the garbage transfer station classification metering method;
FIG. 4 is a schematic diagram of a garbage volumetric analysis;
fig. 5 is a flowchart of a garbage classification quality evaluation algorithm.
Detailed Description
As shown in fig. 1, in this embodiment, the invention includes a garbage transfer station classification metering system and method, the garbage transfer station classification metering system includes a weighing device 1, a garbage can 2 is placed on the weighing device 1, a radio frequency identification tag 3 is arranged on a side wall of the garbage can 2, the radio frequency identification tag 3 is also called an RFID tag, is a relatively universal identification technology, can provide remote data read-write function, the tag does not need a power supply, adopts a coil to supply power, and before the radio frequency identification tag 3 is externally used, the radio frequency identification tag 3 is uniformly coded, and the coding uniform management is not repeated, thereby ensuring tracing accuracy; in addition, based on the severe service environment of the garbage can 2, the plastic packaging protective layer is arranged on the outer layer of the radio frequency identification tag 3, the plastic packaging specification should reach seven-level waterproof and WF2 anti-corrosion standards, one side of the weighing device 1 is provided with a vertical rod 4, the vertical rod 4 is provided with a radio frequency identification reader 5 which is in the same horizontal plane with the radio frequency identification tag 3, the radio frequency identification reader 5 is a relatively universal identification technology, the radio frequency identification reader 5 sends magnetic wave to trigger a coil to generate current, thereby driving the radio frequency identification tag 3 to work, and receives a unique identification code returned by the radio frequency identification tag 3, the top of the vertical rod 4 is provided with a bracket 6, the bracket 6 is provided with an image acquisition device 7 which is positioned right above the garbage can 2, the image acquisition device 7 is used for shooting garbage types in the garbage can 2, the vertical rod 4 is also provided with a control main board 8 and a touch control screen 9, the weighing device 1, the radio frequency identification reader 5, the image acquisition device 7 and the touch control screen 9 are electrically connected with the control main board 8, the touch control screen 9 is used for acquiring service value and volume, and giving service value and value, and the service value are evaluated, and the service value is displayed in the evaluation process.
The image acquisition device 7 is in order to ensure the accuracy of analyzing the original image file, the image acquisition device 7 needs to use a 1080P definition standard camera, and has an automatic focusing function, the image acquisition device 7 is connected with the control main board 8, can collect a snap instruction model for taking pictures, and transmits the snap pictures to the control main board 8.
As shown in fig. 2, in this embodiment, the garbage can 2 is a solid-color garbage can, and the garbage can 2 is a trapezoid garbage can with a wide top and a narrow bottom and a gradually reduced opening, and the image capturing device 7 is configured to capture the plane distance between the top edge of the garbage can 2 and the garbage surface, so as to calculate the garbage volume in the garbage can 2.
In this embodiment, the control main board 8 has data processing capability and data storage capability, and a Linux operating system is installed, where a language environment of the Linux operating system adopts Python, and the control main board 8 includes a circuit board, and a processor, a memory card, three data connection ports, a communication module and a display screen connection port that are integrated on the circuit board, where a garbage anomaly code library is stored in the memory; the processor adopts 5GHz dual-core ARMCortex-A72, the memory adopts 4GBLPDDR4, the memory card adopts 32GBSD card, data connection port USB2.0 port for connect radio frequency identification reader 5, image acquisition equipment 7, weighing equipment 1, communication module adopts 4G mobile communication network module, makes its sim card that can insert the operator, the display screen connection port adopts DSI display interface for with touch control screen 9 electric connection.
In this embodiment, the upright post 4 is further provided with a 4G signal enhancement antenna 10 electrically connected with the 4G mobile communication network module, the 4G signal enhancement antenna 10 is in signal connection with a server of a background, the server can adopt a cloud platform, the design can obtain accurate and real-time data through the control motherboard 8, the data is uploaded to the server, and finally a complete data visualization interface is provided through the data storage, analysis and display functions of the server; the 4G signal enhancement antenna comprises a shell, the shell is made of galvanized plates or stainless steel materials, the materials are media capable of shielding 4G signals, the 4G signals cannot enter the shell, a 4G module is arranged in the shell, the antenna is arranged outside the shell, and the 4G module is electrically connected with the antenna through a data line, so that the overall signal stability of the system is improved.
In this embodiment, the weighing device 1 is the wagon balance, and the weight information of mainly used collection and placing the thing, the volume sets up according to the size of garbage bin, and the mounting means suggestion adopts buried mode, and the pound face is parallel with ground, and the garbage bin 2 of being convenient for drags to the weighing device 1 and drags away after accomplishing the operation, if on-the-spot condition is not enough, need do a slope structure at the weighing device 1 front end, is convenient for drag garbage bin 2, and the biggest weighing of weighing device 1 is greater than 200 kg, satisfies the weighing demand when garbage bin 2 is full of the bucket, in addition be provided with the location guide frame board with garbage bin 2 bottom looks adaptation on the pound face, make things convenient for the removal location of garbage bin 2, make things convenient for the more accurate shooting garbage bin 2 of image acquisition device 7.
As shown in fig. 3, in this embodiment, a method for classifying and metering a garbage transfer station includes the following steps:
s1, after a garbage can 2 is dragged onto a weighing device 1, the weighing device 1 starts to report real-time weight to a control main board 8, after the control main board 8 obtains the weight, the control main board 8 records the weight, the time for cyclic report is 0.5 seconds, if the weight does not change within 3 seconds, which is equivalent to 6 times of weight data, the garbage can 2 is considered to be stably placed, and the control main board 8 starts a radio frequency identification reader 5 based on the weight, and enters the next working link;
s2, the radio frequency identification reader 5 acquires the unique code of the radio frequency identification tag 3 of the garbage can 2, if the unique code cannot be acquired, the garbage can 2 or a non-garbage can 2 object which is not registered in advance is regarded as a placed object, a program prompts, the prompt can display weighing abnormality through the touch control screen 9, and the correct garbage can 2 number is not acquired; if the label code is successfully obtained, entering the next working link;
s3, the image acquisition equipment 7 photographs the garbage can 2, and after the control main board 8 collects photographed pictures, the pictures are subjected to garbage volume evaluation analysis and garbage classification quality evaluation;
s4, after the control main board 8 collects the weight, the identification tag code and the image photo of one operation, the weight, the identification tag code and the image photo are firstly stored in a memory card in the control main board 8, then data are asynchronously uploaded to a server, the situation that a network is unstable is considered, the data need to be uploaded for multiple times, and temporary storage data are deleted until the uploading is successful;
s5, after the data reach the server, the data are stored into a database for processing, after the data are accumulated to a certain amount, the data accumulation duration of more than one month is generally needed, and the system can analyze the data to obtain the following results:
A. the control main board 8 uploads data to reflect the volume and weight of garbage generated by each garbage source point and the proportioning quantity of the garbage can 2, and aiming at setting full-load early-warning values of all the garbage sources, the full-load early-warning values are set in such a way that if a certain garbage source is found to continuously exceed the warning value, the situation that the proportioning of the garbage can 2 is insufficient is indicated, and the garbage can 2 needs to be additionally arranged;
B. the control main board 8 uploads data to reflect the garbage classification quality generated by each garbage source point, and the source with low classification evaluation value in a certain time period or other garbage with abnormal proportion can be used by a management unit to execute correction measures according to the data, and the government needs to check the garbage classification source and the management unit in each period of time in the garbage classification implementation work, so that the data effectively helps the management unit to implement the garbage classification index requirements;
C. the daily transfer capacity of the garbage transfer station can be known in time through the volume and weight identification of garbage, so that the transfer station can be reasonably planned and constructed, the number of the clearing boxes with different garbage types can be reasonably equipped, and the garbage clearing shift and the working time of sanitation workers can be reasonably arranged;
D. the weight collected by the system can be compared with the weighing weight of the garbage disposal plant, and the weight collected by the system can be used as the calculation basis of the garbage disposal cost, so that the disposal cost paid by the government is more accurate.
In this embodiment, the specific analysis steps of the volume evaluation analysis of the garbage are as follows: because the garbage can 2 is of a trapezoid structure, the garbage can 2 is wide at the upper part and narrow at the lower part, and a distance is reserved between the bottom of the can and the surface of the can in a top view, so that the garbage can is called as a full distance; the boundary line of the garbage can be obtained through a color edge algorithm because the garbage can 2 is solid color, four acquisition distance points are established for ensuring the measurement accuracy because of the irregularity of the garbage, the distances between the garbage plane and the periphery of the garbage can 2 are respectively equal to the distance between the garbage plane and the periphery of the garbage can 2, as A, B, C, D in fig. 4, the average value is calculated as an ' empty distance ', the empty distance is converted into a volume to be displayed on a touch screen, and the adopted formula is that the ' empty distance divided by the full distance is equal to the measured garbage volume when the volume specification of the garbage can 2 is multiplied by the full distance, and the commonly adopted garbage volume is 120 liters.
In this embodiment, as shown in fig. 5, the step of evaluating the garbage classification quality is to distinguish the type of the garbage can 2 according to the identified tag, call different anomaly characteristic code libraries to identify the picture according to different types, and finally generate an evaluation value of the classification quality according to the number of objects matched by the anomaly code libraries; in order to improve the recognition efficiency, the abnormal code library is stored in the memory of the control main board 8, and the control main board 8 performs local matching operation in an edge calculation mode, so that the efficiency is improved, and the analysis processing pressure can be distributed to each system, so that the operation pressure of the server is reduced. The abnormal object feature code library is synchronized with the latest feature code library of the server at regular time, and the feature code library of the server can perform image recognition training according to pictures transmitted by using field Jing Zhongshang, so that feature codes are continuously perfected, and the evaluation capability accuracy is higher and higher. The accuracy rate of garbage classification and identification depends on the establishment perfection of the feature library, and the system adopts a manual labeling and machine learning mode to continuously supplement the feature code library so as to achieve the effect of improving the identification rate. In the continuous operation process of the system, equipment can upload identification pictures of weighing operation each time to a server, the system can collect a large number of identification samples, workers can identify the samples and label the identification results, such as pericarps, material belts, glass bottles and the like, and meanwhile, the misidentification results are corrected, and a more accurate feature code library is finally obtained through label learning work of a large number of samples. And the feature code library is updated in the background at the non-working time of the system, so that the recognition capability of the system is ensured.
The invention is applied to the technical field of garbage transfer stations.
While the embodiments of this invention have been described in terms of practical aspects, they are not to be construed as limiting the meaning of this invention, and modifications to the embodiments and combinations with other aspects thereof will be apparent to those skilled in the art from this description.

Claims (9)

1. The utility model provides a garbage transfer station classification metering system, includes weighing equipment (1), placed garbage bin (2) on weighing equipment (1), the lateral wall of garbage bin (2) is provided with radio frequency identification label (3), one side of weighing equipment (1) is provided with pole setting (4), be provided with on pole setting (4) with radio frequency identification reader (5) that radio frequency identification label (3) are in same horizontal plane, its characterized in that: the garbage can comprises a garbage can (2), and is characterized in that a support (6) is arranged at the top of the vertical rod (4), an image acquisition device (7) located right above the garbage can (2) is arranged on the support (6), the image acquisition device (7) is used for shooting the garbage type in the garbage can (2), a control main board (8) and a touch control screen (9) are further arranged on the vertical rod (4), and the weighing device (1) is provided with a radio frequency identification reader (5), and the image acquisition device (7) and the touch control screen (9) are electrically connected with the control main board (8).
2. The waste transfer station sorting and metering system according to claim 1, wherein: the garbage can (2) is a solid-color garbage can, the garbage can (2) is a trapezoid garbage can with a wide upper part and a narrow lower part, and the image acquisition equipment (7) is used for shooting the plane distance between the top edge of the garbage can (2) and the garbage surface, so that the garbage volume in the garbage can (2) is calculated.
3. The waste transfer station sorting and metering system according to claim 1, wherein: the control main board (8) has data processing capacity and data storage capacity, and is provided with a Linux operating system, the control main board (8) comprises a circuit board, a processor, a memory card, a plurality of data connection ports, a communication module and a display screen connection port, wherein the processor, the memory card, the plurality of data connection ports, the communication module and the display screen connection port are integrated on the circuit board, and a garbage abnormal code library is stored in the memory.
4. The waste transfer station sorting and metering system according to claim 1, wherein: still be provided with 4G signal enhancement antenna (10) on pole setting (4), 4G signal enhancement antenna (10) are connected with the server signal of backstage, 4G signal enhancement antenna (10) include the shell, the shell adopts galvanized sheet or stainless steel material to make, the inside 4G module that is provided with of shell, the outside of shell is provided with the antenna, 4G module passes through data line and antenna electric connection.
5. The waste transfer station sorting and metering system according to claim 1, wherein: the weighing equipment (1) is a wagon balance, the wagon balance is parallel to the ground, and a positioning guide frame plate matched with the bottom of the garbage can (2) is arranged on the wagon balance.
6. The waste transfer station sorting and metering system according to claim 1, wherein: and a plastic packaging protective layer is arranged outside the radio frequency identification tag (3).
7. The classified metering method for the garbage transfer station is characterized by comprising the following steps of:
s1, after a garbage can (2) is dragged onto a weighing device (1), the weighing device (1) starts to report real-time weight to a control main board (8), after the control main board (8) obtains the weight, the real-time weight is recorded, the time of cyclic report is 0.5 seconds, if the weight does not change within 3 seconds, the garbage can (2) is considered to be stably placed, and the control main board (8) starts a radio frequency identification reader (5) according to the weight, so that the next working link is started;
s2, acquiring a unique code of a radio frequency identification tag (3) of the garbage can (2) by a radio frequency identification reader (5), and if the unique code cannot be acquired, considering that the placed object is a garbage can (2) or a non-garbage can (2) object which is not registered in advance, and prompting a program; if the label code is successfully obtained, entering the next working link;
s3, the image acquisition equipment (7) shoots the garbage can (2), and after the control main board (8) collects the shot pictures, the pictures are subjected to garbage volume evaluation analysis and garbage classification quality evaluation;
s4, after the control main board (8) collects the weight, the identification tag code and the image photo of one operation, the weight, the identification tag code and the image photo are stored in a memory card in the control main board (8) firstly, and then data are uploaded to a server asynchronously;
s5, after the data reach the server, the data are stored into a database for processing, and after the data are accumulated to a certain amount, the system can analyze the data to obtain the following results:
A. the control main board (8) uploads data to reflect the volume and weight of garbage generated by each garbage source point and the proportioning quantity of the garbage can (2), aiming at setting full-load early warning values of all garbage sources, if a certain garbage source is found to continuously exceed the warning value, the situation that the proportioning of the garbage can (2) is insufficient is indicated, and the garbage can (2) needs to be additionally arranged;
B. the control main board (8) uploads data to reflect the garbage classification quality generated by each garbage source point, and the source with low classification evaluation value in a certain time period or other garbage with abnormal proportion can be used by a management unit to execute correction measures according to the data, and the government needs to check the garbage classification source and the management unit in each period of time in the garbage classification implementation work, so that the data effectively helps the management unit to implement the garbage classification index requirements;
C. the daily transfer capacity of the garbage transfer station can be known in time through the volume and weight identification of garbage, so that the transfer station can be reasonably planned and constructed, the number of the clearing boxes with different garbage types can be reasonably equipped, and the garbage clearing shift and the working time of sanitation workers can be reasonably arranged;
D. the weight collected by the system can be compared with the weighing weight of the garbage disposal plant, and the weight collected by the system can be used as the calculation basis of the garbage disposal cost, so that the disposal cost paid by the government is more accurate.
8. The method for classifying and metering the garbage transfer station according to claim 7, wherein: the specific analysis steps of the volume evaluation analysis of the garbage are as follows: because the garbage can (2) is of a trapezoid structure, the garbage can (2) is wide at the upper part and narrow at the lower part, and a distance exists between the bottom of the can and the top of the can in a overlook state, which is called as full distance; the garbage surface and the side line at the top of the garbage can also have a distance, the side line of the garbage can be obtained through a color edge algorithm because the garbage can (2) is solid, a plurality of acquisition distance points are established for ensuring the measurement accuracy because of the irregularity of the garbage, then the average value is calculated as a calculated 'space distance', the space distance is converted into a volume and displayed on a touch screen, and the adopted formula is that the space distance divided by the full distance is multiplied by the volume specification of the garbage can (2) and is equal to the volume of the measured garbage.
9. The method for classifying and metering the garbage transfer station according to claim 7, wherein: the garbage classification quality evaluation step is that the type of the garbage can (2) can be distinguished according to the recognized tags, different anomaly characteristic code libraries are called to recognize pictures according to different types, and finally, an evaluation value of classification quality is generated according to the number of objects matched by the anomaly code libraries; in order to improve the recognition efficiency, the abnormal code library is stored in the memory of the control main board (8), the control main board (8) performs local matching operation in an edge calculation mode, so that the efficiency is improved, the analysis processing pressure can be shared in each system, and the operation pressure of the server is reduced.
CN202310321110.7A 2023-03-29 2023-03-29 Classification metering system and method for garbage transfer station Pending CN116477233A (en)

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Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN117429775A (en) * 2023-10-24 2024-01-23 浙江臻善科技股份有限公司 Intelligent garbage classification system based on artificial intelligence and big data technology

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN117429775A (en) * 2023-10-24 2024-01-23 浙江臻善科技股份有限公司 Intelligent garbage classification system based on artificial intelligence and big data technology

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