CN104991533B - A kind of injection mechanized production system and intelligent production method - Google Patents

A kind of injection mechanized production system and intelligent production method Download PDF

Info

Publication number
CN104991533B
CN104991533B CN201510319769.4A CN201510319769A CN104991533B CN 104991533 B CN104991533 B CN 104991533B CN 201510319769 A CN201510319769 A CN 201510319769A CN 104991533 B CN104991533 B CN 104991533B
Authority
CN
China
Prior art keywords
injection
control system
manipulator
central control
moulding device
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Active
Application number
CN201510319769.4A
Other languages
Chinese (zh)
Other versions
CN104991533A (en
Inventor
张碧陶
姚科
高福荣
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Guangzhou HKUST Fok Ying Tung Research Institute
Original Assignee
Guangzhou HKUST Fok Ying Tung Research Institute
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Guangzhou HKUST Fok Ying Tung Research Institute filed Critical Guangzhou HKUST Fok Ying Tung Research Institute
Priority to CN201510319769.4A priority Critical patent/CN104991533B/en
Publication of CN104991533A publication Critical patent/CN104991533A/en
Application granted granted Critical
Publication of CN104991533B publication Critical patent/CN104991533B/en
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Classifications

    • 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]

Landscapes

  • Injection Moulding Of Plastics Or The Like (AREA)
  • General Factory Administration (AREA)
  • Engineering & Computer Science (AREA)
  • General Engineering & Computer Science (AREA)
  • Manufacturing & Machinery (AREA)
  • Quality & Reliability (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Automation & Control Theory (AREA)

Abstract

The invention discloses a kind of injection mechanized production system and intelligent production methods, the production system includes cloud server, central control system, automatic loading and unloading system, injection-moulding device, manipulator, transmission system and packaging facilities, automatic loading and unloading system, injection-moulding device, manipulator, transmission system, it is connected between packaging facilities and central control system by fieldbus, central control system is used to receive automatic loading and unloading system, sensing data that injection-moulding device and manipulator are fed back simultaneously is sent to cloud server and optimizes scheduling controlling to corresponding equipment, cloud server is used to form corresponding data file after extracting analysis to the sensing data that central control system is sent, and it is sent to central control system after generating the optimal control decision-making of relevant device.The present invention can carry out intelligent injection production, greatly reduce artificial participation, improve production efficiency, can be widely applied in injection automated production industry.

Description

A kind of injection mechanized production system and intelligent production method
Technical field
It is raw more particularly to a kind of injection mechanized production system and intelligence the present invention relates to industrial production automation field Production method.
Background technology
Injection molding process is high molecular material to be heated to certain temperature, then by external force the height of molten condition Molecular material is squeezed into die cavity and is kept for a period of time, finally cooling die sinking, takes out workpiece.The existing injection mode of production exists The problem of following:First, production environment is severe, such as workshop temperature is very high, high molecular material can give out stink, note during heating Modeling equipment can generate larger noise etc., these rugged environments seriously affect the health of people;2nd, production process largely relies on people Work operates, such as pickup, product testing and shunting and packaging, and on the one hand manually-operated security is relatively low, less efficient, separately On the one hand as the decline of Chinese population bonus, labour-intensive production model no longer have advantage, this produced is caused The cost of journey improves, low production efficiency is inferior;3rd, manufacturer is only concerned cost, efficiency and product quality, does not make full use of life Various data during production are predicted, can not be carried out production line in time and be safeguarded to reduce loss.
The content of the invention
In order to solve the technical issues of above-mentioned, the object of the present invention is to provide a kind of injection mechanized production system, this hairs Bright another object is to provide a kind of intelligent production method for being molded mechanized production system.
The technical solution adopted by the present invention to solve the technical problems is:
A kind of injection mechanized production system, including cloud server, central control system, automatic loading and unloading system, note Mould equipment, manipulator, transmission system and packaging facilities, the automatic loading and unloading system, injection-moulding device, manipulator, transmission system, It is connected between packaging facilities and central control system by fieldbus, the central control system connects with cloud server It connects, the central control system is used to receive the sensing number that automatic loading and unloading system, injection-moulding device and manipulator are fed back According to and be sent to cloud server, the cloud server is used to extracting the sensing data that central control system is sent point Corresponding data file is formed after analysis, and central control system is sent to after generating the optimal control decision-making of relevant device, it is described The optimal control decision-making that central control system is additionally operable to combine cloud server transmission optimizes corresponding equipment scheduling control System.
Further, the feed inlet of the automatic loading and unloading system is equipped with to detect the infrared sensor of raw material capacity.
Further, it is equipped with to detect the quality of material, pressure and the uniformity in die cavity in the die cavity of the injection-moulding device Capacitance sensor.
Further, the pickup arm of the manipulator is equipped with intelligent video camera head, and cutter is housed on the catching plate of the manipulator.
Further, the quantity of the injection-moulding device and manipulator is multiple, by live total between multiple injection-moulding devices Sensing data that line real-time exchange is gathered and learn from each other mutual control method and processing technology are led between multiple manipulators The sensing data that fieldbus real-time exchange is gathered is crossed, and learn from each other mutual pickup time, path planning and speed control Scheme processed.
Another technical solution is used by the present invention solves its technical problem:
A kind of injection automatic intelligent production method, including:
High molecular material is simultaneously transmitted to injection-moulding device progress by the automatic filled high polymer material of automatic loading and unloading system automatically Injection;
After manipulator takes out injecting products from injection-moulding device and detects product quality according to the optimal pickup scheme of setting Injecting products point are put by transmission system according to credit rating;
Injecting products are transmitted to by transmission system packed at packaging facilities after distribute transport;
Automatic loading and unloading system, injection-moulding device and manipulator are in real time using the sensing data of sensor acquisition production process And it is sent to central control system;
The sensing data that central control system receives automatic loading and unloading system, injection-moulding device and manipulator are fed back is simultaneously Cloud server is sent to, the optimal control decision-making sent in combination with cloud server optimizes scheduling to corresponding equipment Control;
The sensing data that cloud server sends central control system forms corresponding data text after extracting analysis Part, and it is sent to central control system after generating the optimal control decision-making of relevant device.
Further, the step of central control system optimizes scheduling controlling to corresponding equipment be specially:
Central control system is according to the injection molding process cycle of injecting products, the running orbit of manipulator, speed and processing The time of image, the transmission speed of transmission system and transmission length, calculate the boot sequence of each production equipment and after the time, right Each production equipment is scheduled control.
Further, the quantity of the injection-moulding device and manipulator is multiple, by live total between multiple injection-moulding devices Sensing data that line real-time exchange is gathered and learn from each other mutual control method and processing technology are led between multiple manipulators The sensing data that fieldbus real-time exchange is gathered is crossed, and learn from each other mutual pickup time, path planning and speed control Scheme processed.
Further, the automatic loading and unloading system, injection-moulding device and manipulator were produced using sensor acquisition in real time The sensing data of journey and the step of be sent to central control system, including:
The automatic loading and unloading system is in real time using the raw material capacity at infrared sensor acquisition production process middle charging aperture Data Concurrent is sent to central control system;
The injection-moulding device is in real time using the quality of material in die cavity in capacitance sensor acquisition injection moulding process, pressure and Evenness is simultaneously sent to central control system;
The manipulator gathers the image of the key position of injection-molded work using intelligent video camera head in real time while pickup And it is sent to central control system.
The beneficial effects of the invention are as follows:A kind of injection mechanized production system of the present invention, including cloud server, center Control system, automatic loading and unloading system, injection-moulding device, manipulator, transmission system and packaging facilities, automatic loading and unloading system, note It is connected between modeling equipment, manipulator, transmission system, packaging facilities and central control system by fieldbus, center control System is connected with cloud server, and central control system is anti-for receiving automatic loading and unloading system, injection-moulding device and manipulator institute It is fed back to the sensing data come and is sent to cloud server, cloud server is used for the sensing data sent to central control system Corresponding data file is formed after extracting analysis, and central control is sent to after generating the optimal control decision-making of relevant device System, the optimal control decision-making that central control system is additionally operable to combine cloud server transmission optimize tune to corresponding equipment Degree control.The data that can be carried out between each production equipment of this production system in mutually study and production process are handed in real time It changes, central control system Decision Control can be optimized according to the various data that production process gathers or progress failure is pre- It surveys, the system can carry out intelligent injection production, greatly reduce artificial participation, improve production efficiency, while may be used also System maintenance is carried out in time, and loss is preferably minimized.
The present invention another advantageous effect be:A kind of injection automatic intelligent production method of the present invention, including:On automatic High molecular material is simultaneously transmitted to injection-moulding device automatically and is molded by the automatic filled high polymer material of blanking system;Manipulator according to The optimal pickup scheme of setting is taken out injecting products from injection-moulding device and will be molded according to credit rating after detecting product quality Product point is put into transmission system;Injecting products are transmitted to by transmission system packed at packaging facilities after distribute transport;Automatically Loading and unloading system, injection-moulding device and manipulator gather the sensing data of production process using sensor in real time and are sent to center Control system;The sensing data that central control system receives automatic loading and unloading system, injection-moulding device and manipulator are fed back And cloud server is sent to, the optimal control decision-making sent in combination with cloud server optimizes tune to corresponding equipment Degree control;The sensing data that cloud server sends central control system forms corresponding data text after extracting analysis Part, and it is sent to central control system after generating the optimal control decision-making of relevant device.This method causes between each production equipment Can carry out mutually study and production process in data real-time exchange, can according to production process gather various data into Row Optimal Decision-making controls or carries out failure predication, and this method can carry out intelligent injection production, greatly reduce artificial It participates in, improves production efficiency.
Description of the drawings
The invention will be further described with reference to the accompanying drawings and examples.
Fig. 1 is a kind of structure diagram of injection mechanized production system of the present invention;
Fig. 2 is a kind of data interaction signal of a specific embodiment of injection automatic intelligent production method of the present invention Figure.
Specific embodiment
With reference to Fig. 1, the present invention provides a kind of injection mechanized production system, including cloud server, center control system System, automatic loading and unloading system 1, injection-moulding device 3, manipulator 4, transmission system 5 and packaging facilities 6, the automatic loading and unloading system 1st, connected between injection-moulding device 3, manipulator 4, transmission system 5, packaging facilities 6 and central control system by fieldbus, The central control system is connected with cloud server, and the central control system is used to receive automatic loading and unloading system 1, injection Sensing data that equipment 3 and manipulator 4 are fed back simultaneously is sent to cloud server, and the cloud server is used for center The sensing data that control system is sent forms corresponding data file after extracting analysis, and generates the optimization control of relevant device Central control system is sent to after decision-making processed, the central control system is additionally operable to combine the optimal control that cloud server is sent Decision-making optimizes scheduling controlling to corresponding equipment.
Preferred embodiment is further used as, the feed inlet 11 of the automatic loading and unloading system 1 is equipped with to detect original Expect the infrared sensor 13 of capacity.
Preferred embodiment is further used as, is equipped with to detect material in die cavity in the die cavity of the injection-moulding device 3 Quality, the capacitance sensor 31 of pressure and the uniformity.
Preferred embodiment is further used as, the pickup arm 41 of the manipulator 4 is equipped with intelligent video camera head 43, described Cutter 44 is housed on the catching plate 42 of manipulator 4.
It is further used as preferred embodiment, the quantity of the injection-moulding device 3 and manipulator 4 is multiple, multiple notes The sensing data gathered between modeling equipment 3 by fieldbus real-time exchange and learn from each other mutual control method and processing Technique, the sensing data gathered by fieldbus real-time exchange between multiple manipulators 4, and mutual pickup of learning from each other Time, path planning and speed-control scheme.
Automatic intelligent production method is molded the present invention also provides a kind of, including:
1 automatic filled high polymer material of automatic loading and unloading system and automatically by high molecular material be transmitted to injection-moulding device 3 into Row injection;
Manipulator 4 takes out injecting products 2 according to the optimal pickup scheme of setting from injection-moulding device 3 and detects product quality Injecting products 2 are divided according to credit rating afterwards and are put into transmission system 5;
Injecting products 2 are transmitted to by transmission system 5 packed at packaging facilities 6 after distribute transport;
Automatic loading and unloading system 1, injection-moulding device 3 and manipulator 4 are in real time using the sensing of sensor acquisition production process Data Concurrent is sent to central control system;
The sensing number that central control system receives automatic loading and unloading system 1, injection-moulding device 3 and manipulator 4 are fed back According to and be sent to cloud server, the optimal control decision-making sent in combination with cloud server optimizes corresponding equipment Scheduling controlling;
The sensing data that cloud server sends central control system forms corresponding data text after extracting analysis Part, and it is sent to central control system after generating the optimal control decision-making of relevant device.
Preferred embodiment is further used as, the central control system optimizes scheduling controlling to corresponding equipment The step of, it is specially:
Central control system is according to the injection molding process cycle of injecting products 2, the running orbit of manipulator 4, speed and place The time of image, the transmission speed of transmission system 5 and transmission length are managed, calculates boot sequence and the time of each production equipment Afterwards, control is scheduled to each production equipment.
It is further used as preferred embodiment, the quantity of the injection-moulding device 3 and manipulator 4 is multiple, multiple notes The sensing data gathered between modeling equipment 3 by fieldbus real-time exchange and learn from each other mutual control method and processing Technique, the sensing data gathered by fieldbus real-time exchange between multiple manipulators 4, and mutual pickup of learning from each other Time, path planning and speed-control scheme.
Preferred embodiment is further used as, the automatic loading and unloading system 1, injection-moulding device 3 and manipulator 4 are in real time The step of sensing data of production process is gathered using sensor and is sent to central control system, including:
The raw material that the automatic loading and unloading system 1 gathers at production process middle charging aperture using infrared sensor 13 in real time holds Amount Data Concurrent is sent to central control system;
The injection-moulding device 3 gathers quality, the pressure of material in die cavity in injection moulding process using capacitance sensor 31 in real time With the uniformity and be sent to central control system;
The manipulator 4 gathers the image of the key position of injection-molded work using intelligent video camera head in real time while pickup And it is sent to central control system.
Preferred embodiment explanation is further used as to the present invention below in conjunction with specific embodiment.
Embodiment one
With reference to Fig. 1, a kind of injection mechanized production system, including cloud server, central control system, automatic loading/unloading System 1, injection-moulding device 3, manipulator 4, transmission system 5 and packaging facilities 6, automatic loading and unloading system 1, injection-moulding device 3, manipulator 4th, connected between transmission system 5, packaging facilities 6 and central control system by fieldbus, central control system and high in the clouds Server connects, and central control system is used to receive what automatic loading and unloading system 1, injection-moulding device 3 and manipulator 4 were fed back Sensing data is simultaneously sent to cloud server, and cloud server is used to extract the sensing data that central control system is sent Corresponding data file is formed after analysis, and central control system is sent to after generating the optimal control decision-making of relevant device, in The optimal control decision-making that centre control system is additionally operable to combine cloud server transmission optimizes scheduling controlling to corresponding equipment.
In the present embodiment, cloud server is used to carry out intellectual analysis and excavation to the mass data collected, forms phase The data file answered, and generate optimal control decision-making or the failure predication of relevant device, while can also be user according to need It asks and the offer data foundation such as business administration, market analysis, strategic decision and data support is provided.Cloud server is to the phase of data Pass processing is as shown in Fig. 2, also illustrate the production equipments such as automatic loading and unloading system 1, injection-moulding device 3 and center control system in Fig. 2 System carries out the process of data interaction, also shows each production equipment and carries out process of data interaction etc., the intermediate box of Fig. 2 represents Be processing procedure of the central control system to data.
Central control system:It is the command centre of entire automatic production line, management and the normal operation for coordinating production line, Communicated by high-speed field sercos buses with each module, and handle from each module collection to data.Center control system System is characterized in based on cloud service platform, using intelligent analysis method, excavates the various data of injection moulding process, optimize scheduling and Management and strategic decision.
Automatic loading and unloading system 1 is mainly made of dryer, baric systerm and some sensors.For carrying out injection production High molecular material be put into a container, equipped with infrared sensor 13 in container, as long as the capacity of high molecular material is less than setting Definite value, infrared sensor send alarm signal, remind charging.High molecular material in container first passes through plastic tube and is connected to air pressure Raw material suction and conveying in container to dryer can be passed through feeding system by system by control pressure system after raw material drying System 12 is sent to the feed inlet of injection-moulding device 3.Automatic loading and unloading system 1 is characterized in that feed inlet 11 is equipped with infrared sensor 13, only It feeds less than set-point, sensor sends requirement charging signal to baric systerm, filled high polymer material;Higher than setting value, Sensor sends the control system for preparing Machining Instruction to injection-moulding device 3.
Preferably, the feed inlet 11 of automatic loading and unloading system 1 is equipped with to detect the infrared sensor 13 of raw material capacity, figure In 1, reference numeral 12 represents the feed system of automatic loading and unloading system 1.
Injection-moulding device 3 is for being heated to high molecular material certain temperature, then by external force the height of molten condition Molecular material is squeezed into die cavity and is kept for a period of time, finally cooling die sinking, and manipulator 4 is waited to take out workpiece.Injection-moulding device 3 Feature 1 is to detect the physics such as the quality of material, pressure and uniformity in die cavity equipped with capacitance sensor 31 inside die cavity and join Number, and pass through control system of the bus data feedback to central control system and injection-moulding device 3.On the one hand injection-moulding device is realized 3 full closed loop control improves product quality;On the other hand injection moulding process data sending to central control system, monitor in real time The operating status of injection-moulding device 3.Feature 2 be multiple injection-moulding devices 3 controller between by field bus technique, real-time exchange Data, learn from each other mutual control method and processing technology.It is equipped with to detect 32 original of barrel at the barrel 32 of injection-moulding device 3 The infrared sensor 33 of capacity is expected, if raw material capacity less than setting value, transmits a signal to automatic loading and unloading system if detecting 1, it is desirable that supplement raw material.
Manipulator 4 is used for after the completion of injection, and the control system of injection-moulding device 3 sends control of the pickup signal to manipulator 4 During system processed, manipulator 4 runs to pickup in die cavity with shortest path and optimal speed, and detect product quality and according to The credit rating of product divides and is put into transmission system 5 or the substandard products detected are put into substandard products recycling bins 7.The spy of manipulator 4 Sign 1 is that the key position of workpiece is quickly captured while 4 pickup of manipulator, is passed through equipped with intelligent video camera head 43 in pickup arm 41 Image processing techniques is crossed, extracts the feature of workpiece, is then compared with model, detects quality and the classification of injecting products 2.Machine The feature 2 of tool hand 4 is equipped with cutter 44 on catching plate 42, can be workpiece scraping and removal cast gate.The feature 3 of manipulator 4 is one Manipulator 4 can coordinate two injection-moulding devices 3.Manipulator 4 is according to the injection cycle of two injection-moulding devices 3 and itself injection is produced The processing time of product 2 and guide rail distance plan good scheduling and path and calculate the optimal speed of service.The spy of manipulator 4 Sign 4 is that the workpiece surface information detected is sent to central control system by field bus technique to send out through central control system Cloud server is sent to, on the one hand cloud server adjusts the control of the control system of injection-moulding device 3 by substantial amounts of data analysis Parameter and technique processed;On the other hand, the problems such as detecting the operating status of injection-moulding device 3, predicting the mechanical disorder being likely to occur.It is more The sensing data gathered between a manipulator 4 by fieldbus real-time exchange, and learn from each other mutual pickup time, road Footpath is planned and speed-control scheme.
Transmission system 5 includes motion controller, conveyer belt and servo drive system.4 workpiece handled well of manipulator are put Above to conveyer belt, intelligent video camera head 43 takes pictures to the station on conveyer belt and judges whether the station of current conveyer belt has Then the result of judgement is sent to conveyer belt control system by workpiece by switching signal.Transmission system 5 is characterized in transmission system The controller of system 5 can be with real-time communication with the controller of manipulator 4, can be according to the feedback information of manipulator 4, real-time dynamic regulation The speed of service of conveyer belt.
The effect of packaging facilities 6:Workpiece(That is injecting products 2)The top of packaging facilities 6 is transported to by conveyer belt, is passed through Metering section parameter is set, a certain number of workpiece is controlled to sequentially enter packaging facilities 6.When workpiece enters multiple package position When, vertical sealing machine secures its longitudinal seam welding admittedly, and transverse sealing device completes the closedtop of packaging bag and the underseal of next sack, becomes twice Weld seam.Then move a station and complete closedtop sealing, and cut off with cutter, complete packaging process.
The various equipment of this injection mechanized production system are connected by industrial field bus technology, form Internet of Things, that Information can be exchanged between this, can be learnt from each other between same category of device, central control system and each production equipment are all real-time Exchange information, can inside integrated planning and scheduling factory all devices and link running so that the production of entire factory is real Existing intelligent and optimization.
Embodiment two
The injection automatic intelligent production method of the injection mechanized production system of embodiment one, including:
1 automatic filled high polymer material of automatic loading and unloading system and automatically by high molecular material be transmitted to injection-moulding device 3 into Row injection;
Manipulator 4 takes out injecting products 2 according to the optimal pickup scheme of setting from injection-moulding device 3 and detects product quality Injecting products 2 are divided according to credit rating afterwards and are put into transmission system 5;
Injecting products 2 are transmitted to by transmission system 5 packed at packaging facilities 6 after distribute transport;
Automatic loading and unloading system 1, injection-moulding device 3 and manipulator 4 are in real time using the sensing of sensor acquisition production process Data Concurrent is sent to central control system;
The sensing number that central control system receives automatic loading and unloading system 1, injection-moulding device 3 and manipulator 4 are fed back According to and be sent to cloud server, the optimal control decision-making sent in combination with cloud server optimizes corresponding equipment Scheduling controlling;
The sensing data that cloud server sends central control system forms corresponding data text after extracting analysis Part, and it is sent to central control system after generating the optimal control decision-making of relevant device.
The step of central control system optimizes scheduling controlling to corresponding equipment be specially:
Central control system is according to the injection molding process cycle of injecting products 2, the running orbit of manipulator 4, speed and place The time of image, the transmission speed of transmission system 5 and transmission length are managed, calculates boot sequence and the time of each production equipment Afterwards, control is scheduled to each production equipment.This step may be such that each production equipment coordinate operation, efficiently be set using various productions Standby, the repetition for reducing time cost and reduction equipment is purchased;In addition, effectively control injection-moulding device 3, manipulator 4 and packaging facilities 6 Wait the operation beat of the high equipment of power consumption so that power grid staggers peak period, is conducive to reduce power grid power supply pressure.Here, respectively Production equipment includes automatic loading and unloading system 1, injection-moulding device 3, manipulator 4, transmission system 5 and packaging facilities 6.
In this production method, learnt mutually between similar production equipment and carry out knowledge sharing, such as injection-moulding device 3 With manipulator 4 etc., the quantity of injection-moulding device 3 and manipulator 4 is multiple, and it is real to pass through fieldbus between multiple injection-moulding devices 3 When clearing house acquisition sensing data and learn from each other mutual control method and processing technology, pass through between multiple manipulators 4 The sensing data that fieldbus real-time exchange is gathered, and learn from each other mutual pickup time, path planning and speed control Scheme.2 species of injecting products is various, it is necessary to often replace injection mold, changes correspondingly processing technology and control parameter.Present Being molded production equipment, all there are one the parameter regulation processes of early period so that the workpiece of first more than ten or tens batch is scrapped.This In the intelligent production method researched and developed, information and the data storage of same category of device to cloud server, by intellectual analysis and Data mining technology is modeled injection-moulding device 3 using various historical datas, and then obtains optimal control method and technique Parameter.This mode can greatly reduce the rejection rate of injecting products and improve the quality and uniformity of product, in addition, may be used also To reduce the debug time of worker, realization is unmanned, substantially reduces cost.
This production method is equipped with corresponding sensor in the production equipment for producing each link, collects substantial amounts of number in real time According to, and cloud server is stored in, by cloud computing and intellectual analysis and data mining technology, various useful letters can be obtained Breath.On the one hand the operation conditions of each link can be monitored in real time, and predicts each link problem, advanced processing reduces damage It loses;On the other hand, can also the market demand and variation be analyzed according to substantial amounts of customer order data, is the strategic decision of enterprise Reliable basis are provided, improve the competitiveness of enterprise.
Specifically, automatic loading and unloading system 1, injection-moulding device 3 and manipulator 4 gather production process using sensor in real time Sensing data and the step of be sent to central control system, including:
Automatic loading and unloading system 1 is in real time using the raw material capacity data at infrared sensor acquisition production process middle charging aperture And it is sent to central control system;
Injection-moulding device 3 is in real time using the quality of material in die cavity in capacitance sensor acquisition injection moulding process, pressure and uniformly It spends and is sent to central control system;
Image of the manipulator 4 in real time using the key position of intelligent video camera head acquisition injection-molded work while pickup is concurrent It is sent to central control system.
Embodiment three
The present embodiment in conjunction with the embodiments one describes a specific intelligent production method:
Central control system is sent by industrial field bus and instructed, and control automatic loading and unloading system 1 is the height in container Molecule raw material dry and are transported to the feed inlet of injection-moulding device 3, and the sensor on feed inlet detects enough materials, send One prepares processing signal to 3 control system of injection-moulding device, after injection-moulding device 3 receives signal, sends and adds to central control system Work indication signal, central control system send injection molding technological parameter and control relevant parameter to injection-moulding device 3, injection-moulding device 3 enter injection molding work flow.By being plasticized, inject, pressurize, after the concerned process steps such as die sinking, 4 pickup of manipulator simultaneously detects production The quality of product " overlap " and " cast gate " extra with removal, usually preceding several batches are all to find suitable technological parameter and control Parameter processed, product cannot meet processing request substantially, therefore manipulator 4 is put into the product of preceding several batches in the waste product specified and stacks Place-substandard products recycling bins 7.Once manipulator 4 detects the product parameters for meeting processing request, send dependent instruction and controlled to center System.Several lot datas before central control system is sended over according to the sensor of 3 the inside of injection-moulding device, take with reference to high in the clouds The data mining and calculating and analysis of business device are modeled, and optimization, which is drawn, meets the technological parameter of processing performance and control system Number, the injection-moulding device 3 for sending dependent instruction driving Article 2 assembly line start production.Once other assembly lines start production, And the operation data sending of itself to central controller and then cloud server is sent to, the further injection before optimization is set Standby 3 so that constantly learn from each other and optimize between injection-moulding device 3, this learn from each other of injection-moulding device 3 can reduce other The mode transfer time of assembly line and waste product.Similarly, manipulator 4 is learnt from each other so that pickup time of manipulator 4, path rule It draws and speed control reaches total optimization.Quality testing is carried out to workpiece while 4 pickup of manipulator and is put after handling workpiece well To transmission system 5, and packaging facilities 6 is transported to, the position specified is transported to after the completion of being packaged, injection production is basically completed. Entire injection production process, is mounted with various sensors, such as temperature sensor, pressure sensor, electronic ruler, capacitance sensor With camera etc., the state and parameter of each link are monitored in real time, it can be with look-ahead equipment or the system problem, Jin Erti It is preceding to arrange to repair, ensure the quality of production and efficiency.Further, it is also possible to according to the data file that cloud server stores, by dividing The product information of magnanimity, such as size are analysed, shape and material etc. predict the changes in demand of client and market innovation, Jin Erti Before make countermeasure, the peak to dominate the market, improve enterprise competitiveness.
The above are implementing to be illustrated to the preferable of the present invention, but the invention is not limited to embodiment, ripe A variety of equivalent variations or replacement can also be made on the premise of without prejudice to spirit of the invention by knowing those skilled in the art, these Equivalent modification or replacement is all contained in the application claim limited range.

Claims (7)

1. a kind of injection mechanized production system, which is characterized in that including cloud server, central control system, it is automatic up and down Material system, injection-moulding device, manipulator, transmission system and packaging facilities, the automatic loading and unloading system, injection-moulding device, manipulator, It is connected between transmission system, packaging facilities and central control system by fieldbus, the central control system and high in the clouds Server connects, and the central control system is fed back for receiving automatic loading and unloading system, injection-moulding device and manipulator Sensing data and be sent to cloud server, the cloud server be used for central control system send sensing data into Corresponding data file is formed after row extraction and analysis, and center control system is sent to after generating the optimal control decision-making of relevant device System, the optimal control decision-making that the central control system is additionally operable to combine cloud server transmission optimize corresponding equipment Scheduling controlling;
The quantity of the injection-moulding device and manipulator is multiple, passes through fieldbus real-time exchange institute between multiple injection-moulding devices It is real to pass through fieldbus between multiple manipulators for the sensing data of acquisition and learn from each other mutual control method and processing technology When clearing house acquisition sensing data, and learn from each other mutual pickup time, path planning and speed-control scheme.
A kind of 2. injection mechanized production system according to claim 1, which is characterized in that the automatic loading and unloading system Feed inlet be equipped with to detect the infrared sensor of raw material capacity.
A kind of 3. injection mechanized production system according to claim 1, which is characterized in that the die cavity of the injection-moulding device In be equipped with to detect the capacitance sensor of the quality of material, pressure and the uniformity in die cavity.
A kind of 4. injection mechanized production system according to claim 1, which is characterized in that the pickup arm of the manipulator Intelligent video camera head is equipped with, cutter is housed on the catching plate of the manipulator.
5. a kind of injection automatic intelligent production method, which is characterized in that including:
High molecular material is simultaneously transmitted to injection-moulding device automatically and is molded by the automatic filled high polymer material of automatic loading and unloading system;
Manipulator takes out injecting products according to the optimal pickup scheme of setting from injection-moulding device and detects basis after product quality Injecting products point are put into transmission system by credit rating;
Injecting products are transmitted to by transmission system packed at packaging facilities after distribute transport;
The sensing data of automatic loading and unloading system, injection-moulding device and manipulator in real time using sensor acquisition production process is concurrent It is sent to central control system;
Central control system receives automatic loading and unloading system, the sensing data that injection-moulding device and manipulator are fed back and transmission To cloud server, scheduling control is optimized to corresponding equipment in combination with the optimal control decision-making that cloud server is sent System;
The sensing data that cloud server sends central control system forms corresponding data file after extracting analysis, and Central control system is sent to after generating the optimal control decision-making of relevant device;
The quantity of the injection-moulding device and manipulator is multiple, passes through fieldbus real-time exchange institute between multiple injection-moulding devices It is real to pass through fieldbus between multiple manipulators for the sensing data of acquisition and learn from each other mutual control method and processing technology When clearing house acquisition sensing data, and learn from each other mutual pickup time, path planning and speed-control scheme.
A kind of 6. injection automatic intelligent production method according to claim 5, which is characterized in that the center control system System the step of scheduling controlling is optimized to corresponding equipment, it is specially:
Central control system is according to the injection molding process cycle of injecting products, the running orbit of manipulator, speed and processing image Time, transmission system transmission speed and transmission length, the boot sequence of each production equipment is calculated and after the time, to each life Production equipment is scheduled control.
A kind of 7. injection automatic intelligent production method according to claim 5, which is characterized in that the automatic loading/unloading System, injection-moulding device and manipulator gather the sensing data of production process using sensor in real time and are sent to center control system The step of system, including:
The automatic loading and unloading system is in real time using the raw material capacity data at infrared sensor acquisition production process middle charging aperture And it is sent to central control system;
The injection-moulding device is in real time using quality, pressure and the uniformity of material in die cavity in capacitance sensor acquisition injection moulding process And it is sent to central control system;
Image of the manipulator in real time using the key position of intelligent video camera head acquisition injection-molded work while pickup is concurrent It is sent to central control system.
CN201510319769.4A 2015-06-11 2015-06-11 A kind of injection mechanized production system and intelligent production method Active CN104991533B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201510319769.4A CN104991533B (en) 2015-06-11 2015-06-11 A kind of injection mechanized production system and intelligent production method

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201510319769.4A CN104991533B (en) 2015-06-11 2015-06-11 A kind of injection mechanized production system and intelligent production method

Publications (2)

Publication Number Publication Date
CN104991533A CN104991533A (en) 2015-10-21
CN104991533B true CN104991533B (en) 2018-05-18

Family

ID=54303352

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201510319769.4A Active CN104991533B (en) 2015-06-11 2015-06-11 A kind of injection mechanized production system and intelligent production method

Country Status (1)

Country Link
CN (1) CN104991533B (en)

Families Citing this family (19)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN105328887B (en) * 2015-11-10 2017-10-17 广州市香港科大***研究院 Based on the melt flow of melt state sensory perceptual system in mould and freezing rate detection method
CN105411609B (en) * 2015-12-30 2018-08-24 爱科维申科技(天津)有限公司 Disposable ending blood taking needle fully-automatic production system
CN106292602B (en) * 2016-08-31 2020-03-27 南京水木自动化科技有限公司 Automatic fault acquisition method and system for packaging production line
CN106426728A (en) * 2016-10-21 2017-02-22 重庆夫日用品有限责任公司 Automatic injection molding production system and method for toothbrush handles
AT519253B1 (en) 2016-12-15 2018-05-15 Engel Austria Gmbh Control unit for a molding machine
CN106681143B (en) * 2016-12-26 2019-08-06 武汉大音科技有限责任公司 A kind of adjustment method of the automation equipment based on cloud platform
CN106909130B (en) * 2017-04-18 2023-04-11 中国热带农业科学院农产品加工研究所 Automatic production line and production process of latex dipped product
CN107310094B (en) * 2017-07-06 2019-07-09 温州职业技术学院 A kind of fingerboard producing device
CN108762218A (en) * 2018-06-14 2018-11-06 台山市心华药用包装有限公司 A kind of one-step injection blower process intelligent manufacture system Internet-based
CN108919757A (en) * 2018-06-28 2018-11-30 昆山万源通电子科技有限公司 Production line of circuit board Internet of things system based on cloud computing platform
CN109144985A (en) * 2018-06-29 2019-01-04 广东工业大学 A kind of analysis method and device of injection molding equipment big data
CN109049515A (en) * 2018-09-21 2018-12-21 广州市振兴塑料模具有限公司 A kind of automation injection molding production system and method
CN109696895B (en) * 2019-01-07 2022-01-28 大连交通大学 Multi-objective scheduling optimization method for flow shop
CN110132983A (en) * 2019-05-28 2019-08-16 朱清 A kind of online hierarchical detection device and method of injecting products
CN110673571A (en) * 2019-11-07 2020-01-10 苏州圣典企业管理咨询有限公司 Monitoring system for production process execution system of injection molding enterprise
CN111736553A (en) * 2020-06-23 2020-10-02 深圳市同益实业股份有限公司 Remote visual model testing system based on industrial internet platform
CN113052457A (en) * 2021-03-23 2021-06-29 深圳市伊欧乐科技有限公司 Manufacturing management method and system of intelligent product and readable storage medium
CN113352569B (en) * 2021-07-08 2022-02-11 广州中和互联网技术有限公司 Injection molding cloud molding machine data acquisition and monitoring control system and method
CN115965166B (en) * 2023-03-16 2023-05-23 昆山市恒达精密机械工业有限公司 Optimization method and system for plastic product production process

Family Cites Families (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
DE102004041891B3 (en) * 2004-08-31 2006-04-13 Krauss-Maffei Kunststofftechnik Gmbh IT-technical integration of all operational processes in production machines
DE102006031268A1 (en) * 2006-07-06 2008-01-10 Krauss Maffei Gmbh Device and method for user-specific monitoring and control of production
US8280544B2 (en) * 2009-11-02 2012-10-02 Mold Masters (2007) Limited System for use in performance of injection molding operations
CN103507243B (en) * 2012-06-25 2016-08-24 台达电子工业股份有限公司 Plastic product manufacture method and all-electric plastic Jet forming machine
CN102873820B (en) * 2012-10-16 2015-12-02 中冶南方(武汉)自动化有限公司 A kind of injection workshop concentrates feeding system and control method thereof
CN103144240B (en) * 2013-02-26 2015-08-19 广州市香港科大***研究院 The method that high-efficient solid injection moulding factory and efficient injection moulding are produced

Also Published As

Publication number Publication date
CN104991533A (en) 2015-10-21

Similar Documents

Publication Publication Date Title
CN104991533B (en) A kind of injection mechanized production system and intelligent production method
CN100542779C (en) Parameterized injection molding system and method
CN111857065A (en) Intelligent production system and method based on edge calculation and digital twinning
CN105775549B (en) A kind of auxiliary material empty pallet recovery method of ultrahigh speed cigarette machine
CN105217271B (en) The self-adaptation control method of belt transportation system based on video identification
CN106697707A (en) Intelligent warehousing device and warehousing method
CN110147069A (en) A kind of the harbour real-time monitoring system and its working method twin based on number
CN105731082A (en) All-directional stacking system of automatic robot
CN105795511A (en) Material demanding method for auxiliary material object disc of ultra-high-speed cigarette making machine
Kluska et al. The use of simulation in the design of Milk-Run intralogistics systems
CN114578770A (en) Digital twin formula intelligence production line system
CN106204401A (en) The management method in warehouse, management equipment and logistics system
EP4268027A1 (en) Chemical production
CN108898333A (en) A kind of logistics control system and method for view-based access control model identification
US20220055837A1 (en) Automated flow control for rubber product manufacturing processes
EP4214587A1 (en) Chemical production control
CN205436357U (en) Electronic component on -line measuring shaping divides material equipment
CN105500923B (en) A kind of ink jet numbering machine of efficient energy-saving
CN205973076U (en) Automatic loading is control system in shipment
CN105883121A (en) Intelligent labelling machine and labelling manipulator
Łukasik et al. Intelligent management in the age of Industry 4.0–an example of a polymer processing company
CN104732318A (en) Yield management and control method and device for automatic detonator filling production line
CN106383505A (en) Whole-process automatic operating method with closed-loop application
CN110371633A (en) A kind of automatic Material Handling System
CN204384385U (en) A kind of distribution feedway

Legal Events

Date Code Title Description
C06 Publication
PB01 Publication
C10 Entry into substantive examination
SE01 Entry into force of request for substantive examination
GR01 Patent grant
GR01 Patent grant