CN114939542A - Automatic sorting control system, automatic sorting equipment and control method for defective plates - Google Patents

Automatic sorting control system, automatic sorting equipment and control method for defective plates Download PDF

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Publication number
CN114939542A
CN114939542A CN202210617227.5A CN202210617227A CN114939542A CN 114939542 A CN114939542 A CN 114939542A CN 202210617227 A CN202210617227 A CN 202210617227A CN 114939542 A CN114939542 A CN 114939542A
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CN
China
Prior art keywords
plate
plc
length
automatic sorting
defect
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Pending
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CN202210617227.5A
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Chinese (zh)
Inventor
赵灿
陈家园
淳子力
陈敏
陈金刚
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Chengdu Baosteel Auto Steel Parts Processing & Distribution Co ltd
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Chengdu Baosteel Auto Steel Parts Processing & Distribution Co ltd
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Application filed by Chengdu Baosteel Auto Steel Parts Processing & Distribution Co ltd filed Critical Chengdu Baosteel Auto Steel Parts Processing & Distribution Co ltd
Priority to CN202210617227.5A priority Critical patent/CN114939542A/en
Publication of CN114939542A publication Critical patent/CN114939542A/en
Pending legal-status Critical Current

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    • 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
    • B07C5/04Sorting according to size
    • B07C5/08Sorting according to size measured electrically or electronically
    • 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
    • B07C5/02Measures preceding sorting, e.g. arranging articles in a stream orientating
    • 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
    • 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
    • B07C5/36Sorting apparatus characterised by the means used for distribution
    • B07C5/361Processing or control devices therefor, e.g. escort memory
    • B07C5/362Separating or distributor mechanisms
    • 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
    • B07C5/36Sorting apparatus characterised by the means used for distribution
    • B07C5/38Collecting or arranging articles in groups
    • 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
    • Y02PCLIMATE CHANGE MITIGATION TECHNOLOGIES IN THE PRODUCTION OR PROCESSING OF GOODS
    • Y02P90/00Enabling technologies with a potential contribution to greenhouse gas [GHG] emissions mitigation
    • Y02P90/02Total factory control, e.g. smart factories, flexible manufacturing systems [FMS] or integrated manufacturing systems [IMS]

Abstract

The invention discloses an automatic sorting control system, automatic sorting equipment and a control method of a defective plate. The invention can replace a meter detector or manual sorting of the defective plates, on one hand, the production efficiency and the sorting accuracy of the defective plates are improved, and on the other hand, the cost and the labor intensity of personnel are greatly reduced.

Description

Automatic sorting control system, automatic sorting equipment and control method for defective plates
Technical Field
The invention relates to the technical field of coil production and processing control, in particular to an automatic sorting control system, automatic sorting equipment and a control method for a defective plate.
Background
The steel coil is rolled by a single steel billet, and in the surface treatment processes of rolling, subsequent galvanization and the like, fine defect points are easily left on one or more points of the strip steel due to the defects of rolling or certain equipment; the defect meter can automatically check and record in the production process of the raw material roll. And the subsequent steel coil is used as a raw material to be wound on a machine for uncoiling, flattening and slitting, and the steel coil is required to have certain thickness and minimum coil diameter (if the thickness can not be less than 3 tons) when being wound by the uncoiler, otherwise the winding can not be finished.
Aiming at the fine defects generated in the production process of the steel coil, if the end part of the steel coil is cut off, the steel coil can be delivered, but if the defects are at the length position of 2 tons of the strip steel, if the defects at the position are cut off, the cut-off 2 tons of coil materials can not be used and must be discarded; if a roll has multiple defect sites, it may even result in the rejection of the entire 20 ton roll.
Generally, in order to prevent the steel coil raw material from rusting in the transportation process, the steel coil raw material is coated with oil, and because the defects are very fine, partial defects after the oil coating are covered by an oil film, and the steel coil raw material cannot be sorted and identified through a surface inspection instrument in the subsequent production process. And a set of meter inspection instrument has over 200 ten thousand investment, too high cost and poor effect. At present, each production plant basically relies on manual visual inspection to carry out separation above equipment, the observation area is large, the quality problem caused by the fact that defects are easy to leak and mixed into finished products due to visual fatigue, separation experience and other factors is easily caused by manual separation, and personnel need to pay high attention in the separation operation process, so that the labor intensity is high.
Based on the above situation, if the raw material manufacturer records the defect position during production, and transmits the coil stock and the defect position information to the subsequent manufacturer, the subsequent manufacturer can accurately position the defect position point of the defect plate and sort the defect position point by using the position information input system in the uncoiling production process, thereby improving the sorting efficiency, reducing the rejection rate and reducing the labor consumption.
Disclosure of Invention
In order to solve the defects and the defects of the technical problems, the invention provides an automatic sorting system for defective plates, which is characterized in that the defect position of a steel coil is determined by grabbing raw material information from a production source, a length measuring mechanism and a photoelectric position sensor are arranged on a plate production line to measure the length information of plates, a PLC (programmable logic controller) controls a splitting machine to cut off the plates with defects, qualified finished products are automatically sorted, and the automatic sorting system can replace a meter detector or manual sorting of the defective plates, so that the production efficiency and the sorting accuracy of the defective plates are improved on the one hand, and the cost and the labor intensity of personnel are greatly reduced on the other hand.
An automatic sorting system for defective boards comprises an MES system, a PLC (programmable logic controller), an LP (Linear Programming) signal transmitter, a JSG (JSG) length measuring mechanism and an HS (high-speed) photoelectric position sensor;
the MES system is connected with the steel coil raw material information trading system, can grab the defect position data of the raw material coil of the processing plan and sends the data to the PLC;
the HS photoelectric position sensor is used for sensing the position of the input steel coil and transmitting a signal to the PLC;
the JSG length measuring mechanism comprises a measuring roller and a length encoder arranged on the measuring roller, and is used for measuring the length of the plate and transmitting information to the PLC;
and the LP signal transmitter is in signal connection with the MES system, the PLC, the JSG length measuring mechanism and the HS photoelectric position sensor.
Furthermore, the automatic sorting device further comprises an SG audible and visual alarm which is used for reminding an operator that the automatic sorting program of the equipment is started.
Furthermore, the measuring roller comprises an upper roller and a lower roller which correspond to each other up and down, the upper roller is connected with a lifting oil cylinder in a transmission manner, and the length encoder is arranged on the lower roller.
Furthermore, the MES system is provided with an HMI human-machine interface which can display the automatic sorting state and set the operation parameters.
Install defective plate automatic separation equipment of defective plate automatic separation control system, according to the station order, include in proper order: an uncoiler, a leveler, a splitting machine, conveying equipment, a certified product stacking machine and a waste box;
the JSG length measuring mechanism is arranged between the temper mill and the splitting machine, and the HS photoelectric position sensor is arranged above a plate material at the front end of the JSG length measuring mechanism.
Further, the conveying equipment comprises a first conveyor belt, a second conveyor belt and a third conveyor belt, wherein the running speed of the second conveyor belt is slightly greater than that of the first conveyor belt, and the running speed of the third conveyor belt is slightly greater than that of the second conveyor belt.
Furthermore, a magnet is arranged inside the third conveyor belt, and a magnetic controller is arranged above the third conveyor belt.
Furthermore, a lifting frame is arranged at the bottom of the certified product stacking machine.
The control method using the automatic defective board sorting apparatus includes the steps of:
the method comprises the following steps: inputting the information of the steel coil raw material into an MES system, reading the defect position by the MES system, and sending the information to a PLC controller;
step two: starting an uncoiler, and flattening the plate by a flattening machine;
step three: when the winding head passes below the HS photoelectric position sensor, the PLC starts a length measuring mechanism to measure the length data of the sheet;
step four: when the length data of the uncoiled plate is matched with the length (position) data transmitted by the MES system, the equipment automatically enters a low-speed state, and meanwhile, the PLC outputs a signal to trigger an SG audible and visual alarm to alarm so as to remind an operator, and an automatic sorting program of the equipment is started;
step five: when the plate reaches the position of the splitting machine, the splitting machine splits the plate into a plurality of finished steel plate products; the PLC calculates the specific position of the defect on the plate according to the feeding length, and controls the splitting machine to split the defect plate;
step six: the cut plates are transported through a conveyor belt, and the PLC controls the magnetic controller to be selectively started according to the properties of the plates, so that the quality plates fall into quality stacking, and the defect plates fall into a waste bin.
Furthermore, in the third step, the PLC controller controls the upper roller to be pressed down on the surface of the plate under the driving of the lifting oil cylinder, the lower roller rotates passively along with the advancing of the plate, and meanwhile, the data of the advancing length of the plate are recorded and transmitted to the PLC controller.
The invention has the beneficial effects that:
the control system provided by the invention determines the position of the steel coil defect by grabbing raw material information from a production source, a length measuring mechanism and a photoelectric position sensor are arranged on a sheet material production line to measure sheet material length information, a PLC (programmable logic controller) controls a splitting machine to cut off the sheet material with the defect, and qualified finished products are automatically sorted out, so that the sorting of a defect plate can be replaced by a meter inspection instrument or manual work, the production efficiency and the sorting accuracy of the defect plate are improved on one hand, and the cost and the labor intensity of personnel are greatly reduced on the other hand.
Drawings
In order to more clearly illustrate the technical solutions of the embodiments of the present application, the drawings that are required to be used in the embodiments will be briefly described below, it should be understood that the following drawings only illustrate some embodiments of the present application and therefore should not be considered as limiting the scope, and for those skilled in the art, other related drawings can be obtained from the drawings without inventive effort.
FIG. 1 is a schematic view of the structure of the sorting apparatus of the present invention;
FIG. 2 is a schematic diagram of the control system of the present invention;
in the figure: 1-a PLC controller, 2-an HMI (human machine interface), a 3-MES (manufacturing execution system), a 4-LP (low-level) signal transmitter, a 5-SG (SG) audible and visual alarm, a 6-HS (high-speed) photoelectric position sensor, a 7-JSG (JSG) length measuring mechanism, an 8-uncoiler, a 9-leveler, a 10-waste bin, a 11-lower roller, a 12-upper roller, a 13-slitter, a 14-first conveyor belt, a 15-second conveyor belt, a 16-third conveyor belt, a 17-magnetic controller, an 18-genuine product stacking and a 19-lifting frame.
Detailed Description
In order to make the objects, technical solutions and advantages of the embodiments of the present application clearer, the technical solutions in the embodiments of the present application will be clearly and completely described below with reference to the drawings in the embodiments of the present application, and it is obvious that the described embodiments are some embodiments of the present application, but not all embodiments. The components of the embodiments of the present application, generally described and illustrated in the figures herein, can be arranged and designed in a wide variety of different configurations.
In the description of the embodiments of the present application, it should be noted that the indication of orientation or positional relationship is based on the orientation or positional relationship shown in the drawings, or the orientation or positional relationship which is usually placed when the product of the application is used, or the orientation or positional relationship which is conventionally understood by those skilled in the art, and is only for the convenience of describing the present application and simplifying the description, and does not indicate or imply that the device or element referred to must have a specific orientation, be constructed in a specific orientation, and operate, and thus, should not be construed as limiting the present application. Furthermore, the terms "first," "second," "third," and the like are used solely to distinguish one from another and are not to be construed as indicating or implying relative importance.
In the description of the embodiments of the present application, it should also be noted that, unless otherwise explicitly stated or limited, the terms "disposed," "mounted," and "connected" are to be construed broadly, and may be, for example, fixedly connected, detachably connected, or integrally connected; may be directly connected or may be indirectly connected through an intermediate. The specific meaning of the above terms in this application will be understood to be a specific case for those of ordinary skill in the art.
As shown in fig. 1, the automatic defective board sorting system of the present embodiment includes an MES system 3, a PLC controller 1, an LP signal transmitter 4, a JSG length measuring mechanism 7, an HS photoelectric position sensor 6, and an SG acousto-optic alarm 5. MES system 3 is connected with coil of strip raw materials information trade system, can snatch the defect position data of the raw materials book of processing plan to give PLC controller 1. The HS photoelectric position sensor 6 is used for sensing the position of the input of the steel coil and transmitting a signal to the PLC 1. The JSG length measuring mechanism 7 is used for measuring the length of the plate and transmitting information to the PLC 1 and comprises a measuring roller and a length encoder; the measuring roller comprises an upper roller 12 and a lower roller 11 which correspond to each other up and down, the upper roller 12 is in transmission connection with a lifting oil cylinder, and the length encoder is arranged on the lower roller 11. And the SG audible and visual alarm 5 is used for reminding an operator that an automatic sorting program of the equipment is started. And the LP signal transmitter 4 is in signal connection with the MES system 3, the PLC controller 1, the JSG length measuring mechanism 7, the HS photoelectric position sensor 6 and the SG audible and visual alarm 5. The MES system 1 is provided with an HMI human-machine interface 2, and the HMI human-machine interface 2 can display an automatic sorting state and set operation parameters, such as parameters of automatic and manual sorting function selection, sorting defect position historical records, deceleration length setting and the like.
As shown in fig. 2, the automatic defective board sorting apparatus of this embodiment is provided with the automatic defective board sorting control system, and the apparatus sequentially includes, according to the sequence of the stations: an uncoiler 8, a temper mill 9, a splitting machine 13, conveying equipment, a genuine product stack 18 and a waste box 10; the JSG length measuring mechanism 7 is arranged between the temper mill 9 and the splitting machine 13, and the HS photoelectric position sensor 6 is arranged above a plate material at the front end of the JSG length measuring mechanism 7. And the MES system 3 extracts and classifies the raw material information in the production process, displays the coordinate information of all the defect positions on the HMI human-computer interface 2, and sends an instruction through the PLC 1 by means of the real-time feedback production line operation information to guide the sheet material to be sorted. The PLC controller 1 controls the running conditions of the whole equipment production line, including the running speed of the equipment, the cutting time of the splitting machine 13, the cutting length of the plate, the conveying speed of the conveying equipment and the like.
As another improvement of this embodiment, the conveying device includes a first conveyor belt 14, a second conveyor belt 15, and a third conveyor belt 16, where the running speed of the second conveyor belt 15 is slightly higher than that of the first conveyor belt 14, and the running speed of the third conveyor belt 16 is slightly higher than that of the second conveyor belt 15, so as to gradually pull apart the space between adjacent sheet materials, and facilitate subsequent sorting. The third conveyor belt 16 is internally provided with a magnet for adsorbing the rigid plate material below the third conveyor belt 16 and conveying the rigid plate material; the upper part is provided with a magnetic controller 17 which can be controlled to generate a magnetic field in a specific time period, the magnetic field and the magnetic field of the magnet arranged in the middle of the third conveyor belt 16 are mutually offset, so that the lower plate materials fall into a positive product stacking 18 or a waste bin 10, and the PLC 1 is used for controlling the opening and closing state of the magnetic controller 17.
Preferably, the first conveyor belt 14, the second conveyor belt 15 and the third conveyor belt 16 are provided with speed encoders for detecting the running speed of the transport equipment in real time and transmitting the parameters to the MES system in real time.
Preferably, the bottom of the qualified product stacking device 18 is provided with a lifting frame 19, the distance between the qualified product stacking device 18 and the third conveyor belt 16 can be regulated according to the blanking height, and the collision of qualified finished plates caused by high-altitude blanking is avoided.
The control method using the automatic defective board sorting device comprises the following steps:
the method comprises the following steps: inputting the information of the steel coil raw material into an MES system 3, reading the defect position by the MES system 3, and transmitting the information to a PLC (programmable logic controller) 1;
step two: starting an uncoiler 8, and flattening the plate by a flattening machine 9;
step three: when the coil head passes below the HS photoelectric position sensor 6, the PLC controller 1 starts a JSG length measuring mechanism 7 to measure the length data of the plate; the PLC controller 1 controls the upper roller 12 to be pressed down on the surface of the plate under the driving of the lifting oil cylinder, the lower roller 11 passively rotates along with the advance of the plate, and meanwhile, the advance length data of the plate is recorded and transmitted to the PLC controller 1;
step four: when the length data of the uncoiled plates are matched with the length data transmitted by the MES system 3, the equipment automatically enters a low-speed state, and meanwhile, the PLC 1 outputs a signal through the LP signal transmitter 4 to trigger an SG audible and visual alarm 5 to remind an operator, and an automatic sorting program of the equipment is started;
step five: when the plate material reaches the position of the splitting machine 13, the splitting machine 13 splits the plate material into a plurality of finished steel plate products; the PLC 1 calculates the specific position of the defect on the plate according to the feeding length, and controls the splitting machine 13 to split the defect plate;
step six: the cut plates are transported by a conveyor belt, and the PLC 1 controls a magnetic controller 17 to be selectively started according to the properties of the plates, so that the quality plates fall into a quality product stack 18, and the defect plates fall into a waste bin 10.
When the raw materials are normal, the whole equipment runs at a normal and stable speed, and the plates are regularly cut according to the size of the finished plates set by the MES system 3; when the defect position is reached, the running speed of the equipment is reduced, the splitting machine 13 automatically splits the defect plate according to the defect range, and after the defect plate falls into the waste bin 10, the PLC 1 controls the equipment to return to the normal production takt speed to wait for the next defect to arrive.
The present invention is capable of other embodiments, and various changes and modifications may be made by one skilled in the art without departing from the spirit and scope of the invention.

Claims (10)

1. Automatic sorting control system of defect board, its characterized in that: the system comprises an MES system (3), a PLC (programmable logic controller) (1), an LP signal transmitter (4), a JSG length measuring mechanism (7) and an HS photoelectric position sensor (6);
the MES system (3) is connected with a steel coil raw material information trading system, can grab the defect position data of a raw material coil of a processing plan and sends the data to the PLC (1);
the HS photoelectric position sensor (6) is used for sensing the input position of the steel coil and transmitting a signal to the PLC (1);
the JSG length measuring mechanism (7) comprises a measuring roller and a length encoder arranged on the measuring roller, and is used for measuring the length of the plate and transmitting information to the PLC (1);
the LP signal transmitter (4) is in signal connection with the MES system (3), the PLC controller (1), the JSG length measuring mechanism (7) and the HS photoelectric position sensor (6).
2. The defective plate automatic sorting control system according to claim 1, wherein: the automatic sorting device is characterized by further comprising an SG audible and visual alarm (5), wherein the SG audible and visual alarm (5) is used for reminding an operator that an automatic sorting program of the equipment is started.
3. The defective plate automatic sorting control system according to claim 1, wherein: the measuring roller comprises an upper roller (12) and a lower roller (11) which correspond to each other from top to bottom, the upper roller (12) is in transmission connection with a lifting oil cylinder, and the length encoder is arranged on the lower roller (11).
4. The defective plate automatic sorting control system according to claim 1, wherein: the MES system (1) is provided with an HMI (human machine interface) 2, and the HMI human machine interface (2) can display an automatic sorting state and set operation parameters.
5. The automatic defective plate sorting apparatus equipped with the automatic defective plate sorting control system according to any one of claims 1 to 4, characterized by comprising, in order of work stations: an uncoiler (8), a leveler (9), a splitting machine (13), conveying equipment, a positive product stack (18) and a waste box (10);
the JSG length measuring mechanism (7) is arranged between the temper mill (9) and the splitting machine (13), and the HS photoelectric position sensor (6) is arranged above a plate material at the front end of the JSG length measuring mechanism (7).
6. The apparatus of claim 5, wherein: the conveying equipment comprises a first conveying belt (14), a second conveying belt (15) and a third conveying belt (16), wherein the running speed of the second conveying belt (15) is slightly larger than that of the first conveying belt (14), and the running speed of the third conveying belt (16) is slightly larger than that of the second conveying belt (15).
7. The apparatus of claim 6, wherein: and a magnet is arranged in the third conveyor belt (16), and a magnetic controller (17) is arranged above the third conveyor belt.
8. The apparatus of claim 5, wherein: and a lifting frame (19) is arranged at the bottom of the certified product stacking (18).
9. The control method using the automatic defective board sorting apparatus according to any one of claims 5 to 8, comprising the steps of:
the method comprises the following steps: inputting the information of the steel coil raw material into an MES system (3), reading the defect position by the MES system (3), and sending the information to a PLC (programmable logic controller) controller (1);
step two: starting an uncoiler (8), and flattening the plate by a flattening machine (9);
step three: when the coil head passes below the HS photoelectric position sensor (6), the PLC (1) starts a JSG length measuring mechanism (7) to measure the length data of the plate;
step four: when the length data of the uncoiled sheet is matched with the length data transmitted by the MES system (3), the equipment automatically enters a low-speed state, and meanwhile, the PLC (1) outputs a signal through the LP signal transmitter (4) to trigger an SG audible and visual alarm (5) to remind an operator that an automatic sorting program of the equipment is started;
step five: when the plate reaches the position of the splitting machine (13), the splitting machine (13) splits the plate into a plurality of finished steel plates; the PLC (1) calculates the specific position of the defect on the plate according to the feeding length, and controls the splitting machine (13) to split the defect plate;
step six: the cut plates are transported by a conveyor belt, and the PLC (1) controls the magnetic controller (17) to be selectively started according to the properties of the plates, so that the quality plates fall into a quality stack (18), and the defect plates fall into a waste bin (10).
10. The control method according to claim 9, characterized in that: in the third step, the PLC (1) controls the upper roller (12) to be pressed on the surface of the plate under the driving of the lifting oil cylinder, the lower roller (11) passively rotates along with the advance of the plate, and meanwhile, the advance length data of the plate is recorded and transmitted to the PLC (1).
CN202210617227.5A 2022-06-01 2022-06-01 Automatic sorting control system, automatic sorting equipment and control method for defective plates Pending CN114939542A (en)

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CN110550489A (en) * 2019-09-05 2019-12-10 湖北烟草民意纸业有限公司 Automatic handle cutting machine of defect material
CN112113963A (en) * 2020-09-21 2020-12-22 武汉钢铁有限公司 Online detection method and device for plate shape defects of finished oriented silicon steel product
CN114393321A (en) * 2022-03-25 2022-04-26 浙江双元科技股份有限公司 Laser marking system for automatic defect positioning detection

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