CN107168244A - A kind of Digit Control Machine Tool running status on-line monitoring and warning system - Google Patents

A kind of Digit Control Machine Tool running status on-line monitoring and warning system Download PDF

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Publication number
CN107168244A
CN107168244A CN201710555858.8A CN201710555858A CN107168244A CN 107168244 A CN107168244 A CN 107168244A CN 201710555858 A CN201710555858 A CN 201710555858A CN 107168244 A CN107168244 A CN 107168244A
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CN
China
Prior art keywords
central processing
processing unit
monitoring
sent
main shaft
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Pending
Application number
CN201710555858.8A
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Chinese (zh)
Inventor
刘福满
朱秀荣
谷占斌
刘洋
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Jilin Teachers Institute of Engineering and Technology
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Jilin Teachers Institute of Engineering and Technology
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Priority to CN201710555858.8A priority Critical patent/CN107168244A/en
Publication of CN107168244A publication Critical patent/CN107168244A/en
Pending legal-status Critical Current

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    • GPHYSICS
    • G05CONTROLLING; REGULATING
    • G05BCONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B19/00Programme-control systems
    • G05B19/02Programme-control systems electric
    • G05B19/18Numerical control [NC], i.e. automatically operating machines, in particular machine tools, e.g. in a manufacturing environment, so as to execute positioning, movement or co-ordinated operations by means of programme data in numerical form
    • G05B19/406Numerical control [NC], i.e. automatically operating machines, in particular machine tools, e.g. in a manufacturing environment, so as to execute positioning, movement or co-ordinated operations by means of programme data in numerical form characterised by monitoring or safety
    • G05B19/4065Monitoring tool breakage, life or condition
    • GPHYSICS
    • G05CONTROLLING; REGULATING
    • G05BCONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B2219/00Program-control systems
    • G05B2219/30Nc systems
    • G05B2219/37Measurements
    • G05B2219/37616Use same monitoring tools to monitor tool and workpiece

Abstract

The invention discloses a kind of Digit Control Machine Tool running status on-line monitoring and warning system, including power parameter monitoring unit, main shaft monitoring unit, tool monitoring unit, central processing unit, prewarning unit and wireless communication module;It is used to monitor each motor voltage signal and current signal in lathe in real time by using power parameter monitoring unit;It is used for axial displacement value, shaft vibration signal and the rotating speed for monitoring main shaft in real time using main shaft monitoring unit;It is used for the hardness of position, tool abrasion and cutter for monitoring cutter pull bar in real time using tool monitoring unit, realizes the overall monitor to Digit Control Machine Tool, effectively play the due function of numerical control equipment, and improve the service life of equipment.

Description

A kind of Digit Control Machine Tool running status on-line monitoring and warning system
Technical field
The present invention relates to Numerically controlled machine field, more particularly to a kind of Digit Control Machine Tool running status on-line monitoring and alarm system System.
Background technology
With the continuous lifting of development and the intelligent chemical industry of informationization technology, information-based fault diagnosis turns into industry and manufactured Enterprise understands and grasp the currently used state of equipment, determine its it is overall or it is local whether work well, find in advance failure and its Reason, and the technology of the development trend of failure can be forecast.This technology is increasingly paid attention to, main reason is that manufacturing fast Speed development.With the continuous increase of numerical control equipment working strength, production efficiency, automaticity more and more higher, while equipment knot Structure is more complicated and changeable, and also all the more closely, flexible degree is improved quickly for the association of each several part.So, even somewhere One small fault, it is also possible to break out chain reaction, causes the environment of whole equipment or even device-dependent by calamity Breaking-up.This not only causes huge economic loss, and entail dangers to personal safety is gone back when serious, and consequence is hardly imaginable.
The content of the invention
It is an object of the invention to provide a kind of Digit Control Machine Tool running status on-line monitoring and warning system, to solve the above-mentioned back of the body The problem of being proposed in scape technology.
The invention provides a kind of Digit Control Machine Tool running status on-line monitoring and warning system, including power parameter monitoring are single Member, main shaft monitoring unit, tool monitoring unit, central processing unit, prewarning unit and wireless communication module;The power parameter Monitoring unit is used to monitor each motor voltage signal and current signal in lathe in real time, and by each in the lathe monitored The voltage signal and current signal of motor are sent to the central processing unit in real time;The main shaft monitoring unit is used to monitor in real time Axial displacement value, shaft vibration signal and the rotating speed of main shaft, and by the axial displacement value of the main shaft monitored, shaft vibration signal, And rotating speed value is sent to the central processing unit in real time;The tool monitoring unit is used for the position for monitoring cutter pull bar in real time Put, the hardness of tool abrasion and cutter, and by the position of the cutter pull bar monitored, tool abrasion and cutter Hardness number is sent to the central processing unit in real time;The central processing unit is used for power parameter monitoring unit described in real-time reception The voltage signal and current signal of each motor and wireless communication module is sent in transmitted lathe, central processing unit is simultaneously The voltage signal and electric current of the voltage signal and current signal of each motor in received lathe and the motor of standard are believed Number carry out real time contrast, if one in received lathe in both voltage signal and current signal of each motor or Two there is exception, and the central processing unit sends power parameter monitoring abnormal alarm to the prewarning unit and instructed;In described Central processor be additionally operable to the axial displacement value of the main shaft transmitted by main shaft monitoring unit described in real-time reception, shaft vibration signal and Rotating speed is simultaneously sent to wireless communication module, and central processing unit simultaneously believes the axial displacement value of received main shaft, shaft vibration Number and the axial displacement value of main shaft, shaft vibration signal and the rotating speed of rotating speed and standard carry out real time contrast, if being connect One or more in axial displacement value, shaft vibration signal and the rotating speed three of the main shaft received occur it is abnormal, it is described in Central processor sends main shaft monitoring abnormal alarm instruction to the prewarning unit;The central processing unit is additionally operable to real-time reception institute State the position of the cutter pull bar transmitted by tool monitoring unit, the hardness of tool abrasion and cutter and be sent to radio communication Module, central processing unit is simultaneously by the hardness and standard of the position of received cutter pull bar, tool abrasion and cutter The position of cutter pull bar, the hardness of tool abrasion and cutter carry out real time contrast, if received cutter pull bar One or more in the hardness three of position, tool abrasion and cutter occurs abnormal, and the central processing unit is to institute State prewarning unit and send the instruction of tool monitoring abnormal alarm;The prewarning unit include the first alarm, the second alarm and 3rd alarm;First alarm refers to for receiving the power parameter monitoring abnormal alarm that the central processing unit is sent Make and send the first alarm;Second alarm is used to receive the abnormal report of main shaft monitoring that the central processing unit is sent It is alert to instruct and send the second alarm;3rd alarm is different for receiving the tool monitoring that the central processing unit is sent Normal alarm command simultaneously sends the 3rd alarm;The wireless communication module is used for what central processing unit described in real-time reception was sent The voltage signal and current signal of the motor of each in lathe are simultaneously sent to monitoring center and technical guidance center;The radio communication Module is additionally operable to axial displacement value, shaft vibration signal and the rotating speed for the main shaft that central processing unit described in real-time reception is sent And it is sent to monitoring center and technical guidance center;The wireless communication module is additionally operable to central processing unit described in real-time reception and sent out The position of the cutter pull bar sent, the hardness of tool abrasion and cutter are simultaneously sent in fault diagnosis center and technological guidance The heart.
It is preferred that the central processing unit also signal is connected with on-site supervision photographing module, the on-site supervision images mould Block is used for the working condition of the live lathe of captured in real-time, and sends it to monitoring center by radio transmitter.
It is preferred that the central processing unit also signal is connected with infrared temperature sensor, the infrared temperature sensor is used In the real time temperature signal of collection main shaft of numerical control machine tool, and the main shaft real time temperature signal collected is passed by radio transmitter Give monitoring center.
It is preferred that the central processing unit also signal is connected with the online particle detector of hydraulic oil, the hydraulic oil is online Particle detector is used to monitor the granule content in the hydraulic oil in hydraulic oil container.
It is preferred that the central processing unit also signal is connected with display, the display is used to show that Digit Control Machine Tool makes Use specification information.
It is preferred that the central processing unit also signal is connected with backflow hydraulic pressure sensor, the backflow hydraulic pressure Sensor is used to monitor the backflow hydraulic pressure at overflow valve backflow end in Digit Control Machine Tool hydraulic station.
It is preferred that the central processing unit is MSP430 single-chip microcomputers or model OMRON CP1E-N20DR-D PLC controls Device processed.
It is preferred that the wireless communication module is 3G wireless communication modules, 4G wireless communication modules or WIFI module.
A kind of Digit Control Machine Tool running status on-line monitoring of the present invention and warning system, by using power parameter monitoring unit For monitoring each motor voltage signal and current signal in lathe in real time;It is used to monitor main shaft in real time using main shaft monitoring unit Axial displacement value, shaft vibration signal and rotating speed;Using tool monitoring unit be used in real time monitor cutter pull bar position, The hardness of tool abrasion and cutter, realizes the overall monitor to Digit Control Machine Tool, effectively plays numerical control equipment due Function, and improve the service life of equipment.
Brief description of the drawings
The system block diagram that Fig. 1 provides for the present invention.
Embodiment
Below in conjunction with the accompanying drawings, the specific embodiment of the present invention is described in detail, it is to be understood that of the invention Protection domain do not limited by embodiment.
As shown in figure 1, the embodiments of the invention provide a kind of Digit Control Machine Tool running status on-line monitoring and warning system, bag Include power parameter monitoring unit, main shaft monitoring unit, tool monitoring unit, central processing unit, prewarning unit and radio communication Module;The power parameter monitoring unit is used to monitor each motor voltage signal and current signal in lathe in real time, and by institute The voltage signal and current signal of each motor are sent to the central processing unit in real time in the lathe monitored;The main shaft prison Axial displacement value, shaft vibration signal and rotating speed that unit is used to monitor main shaft in real time are surveyed, and by the axle of the main shaft monitored Shift value, shaft vibration signal and rotating speed value are sent to the central processing unit in real time;The tool monitoring unit is used for real When the monitoring position of cutter pull bar, tool abrasion and cutter hardness, and by the position of the cutter pull bar monitored, knife Tool wear extent and the hardness number of cutter are sent to the central processing unit in real time;The central processing unit is used for real-time reception institute State in the lathe transmitted by power parameter monitoring unit the voltage signal and current signal of each motor and be sent to radio communication Module, central processing unit is simultaneously by the voltage signal and current signal and the motor of standard of each motor in received lathe Voltage signal and current signal carry out real time contrast, if in received lathe the voltage signal of each motor and electric current letter One or two number in both occur abnormal, and it is different that the central processing unit sends power parameter monitoring to the prewarning unit Normal alarm command;The central processing unit is additionally operable to the axial displacement of the main shaft transmitted by main shaft monitoring unit described in real-time reception Value, shaft vibration signal and rotating speed are simultaneously sent to wireless communication module, and central processing unit is simultaneously by received main shaft Axial displacement value, shaft vibration signal and the rotating speed of the main shaft of axial displacement value, shaft vibration signal and rotating speed and standard are entered Row real time contrast, if one in the axial displacement value of received main shaft, shaft vibration signal and rotating speed three or many Individual exception occur, the central processing unit sends main shaft monitoring abnormal alarm to the prewarning unit and instructed;The center processing Device is additionally operable to the hard of the position of the cutter pull bar transmitted by tool monitoring unit described in real-time reception, tool abrasion and cutter Spend and be sent to wireless communication module, central processing unit simultaneously by the position of received cutter pull bar, tool abrasion with And hardness and the position of cutter pull bar of standard, the hardness of tool abrasion and cutter of cutter carry out real time contrast, if institute One or more in the hardness three of the position of the cutter pull bar received, tool abrasion and cutter occur it is abnormal, The central processing unit sends the instruction of tool monitoring abnormal alarm to the prewarning unit;The prewarning unit includes the first alarm Device, the second alarm and the 3rd alarm;First alarm is used to receive the power that the central processing unit is sent Parameter monitoring abnormal alarm instructs and sends the first alarm;Second alarm is used to receive the central processing unit transmission The main shaft monitoring abnormal alarm come instructs and sends the second alarm;3rd alarm is used to receive the central processing unit The tool monitoring abnormal alarm sent instructs and sends the 3rd alarm;The wireless communication module is used for described in real-time reception The voltage signal and current signal of each motor and monitoring center is sent in the lathe that central processing unit is sent and technology refers to Guiding center;The wireless communication module is additionally operable to the axial displacement value for the main shaft that central processing unit described in real-time reception is sent, axle Vibration signal and rotating speed are simultaneously sent to monitoring center and technical guidance center;The wireless communication module is additionally operable in real time Receive the position of the cutter pull bar that the central processing unit is sent, the hardness of tool abrasion and cutter and be sent to failure Diagnostic center and technical guidance center.
In embodiments of the present invention, the central processing unit also signal is connected with on-site supervision photographing module, the scene Monitoring camera module is used for the working condition of the live lathe of captured in real-time, and it is sent in monitoring by radio transmitter The heart.The central processing unit also signal is connected with infrared temperature sensor, and the infrared temperature sensor is used to gather numerical control machine The real time temperature signal of bed main shaft, and the main shaft real time temperature signal collected is sent in monitoring by radio transmitter The heart.The central processing unit also signal is connected with the online particle detector of hydraulic oil, and the online particle detector of hydraulic oil is used The granule content in hydraulic oil in monitoring hydraulic oil container.The central processing unit also signal is connected with display, described aobvious Show that device is used to show Digit Control Machine Tool operating specification information.The central processing unit also signal is connected with backflow hydraulic pressure sensing Device, the backflow hydraulic pressure sensor is used to monitor the backflow hydraulic pressure at overflow valve backflow end in Digit Control Machine Tool hydraulic station.It is described Central processing unit is MSP430 single-chip microcomputers or model OMRON CP1E-N20DR-D PLC.The radio communication mold Block is 3G wireless communication modules, 4G wireless communication modules or WIFI module.
In summary, a kind of Digit Control Machine Tool running status on-line monitoring provided in an embodiment of the present invention and warning system, lead to Cross is used to monitor each motor voltage signal and current signal in lathe in real time using power parameter monitoring unit;Supervised using main shaft Survey axial displacement value, shaft vibration signal and rotating speed that unit is used to monitor main shaft in real time;It is used for using tool monitoring unit real When the monitoring position of cutter pull bar, tool abrasion and cutter hardness, realize the overall monitor to Digit Control Machine Tool, effectively Ground plays the due function of numerical control equipment, and improves the service life of equipment.
Disclosed above is only several specific embodiments of the present invention, and still, the embodiment of the present invention is not limited to this, is appointed What what those skilled in the art can think change should all fall into protection scope of the present invention.

Claims (8)

1. a kind of Digit Control Machine Tool running status on-line monitoring and warning system, it is characterised in that including:Power parameter monitoring is single Member, main shaft monitoring unit, tool monitoring unit, central processing unit, prewarning unit and wireless communication module;
The power parameter monitoring unit is used for the voltage signal and current signal for monitoring each motor in lathe in real time, and by institute The voltage signal and current signal of each motor are sent to the central processing unit in real time in the lathe monitored;
The main shaft monitoring unit is used for axial displacement value, shaft vibration signal and the rotating speed for monitoring main shaft in real time, and will be supervised Axial displacement value, shaft vibration signal and the rotating speed value of the main shaft measured are sent to the central processing unit in real time;
The tool monitoring unit is used for the hardness for monitoring position, tool abrasion and the cutter of cutter pull bar in real time, and will The hardness number of the position of the cutter pull bar monitored, tool abrasion and cutter is sent to the central processing unit in real time;
The central processing unit is used for the electricity of each motor in the lathe described in real-time reception transmitted by power parameter monitoring unit Pressure signal and current signal are simultaneously sent to wireless communication module, and central processing unit is simultaneously by each motor in received lathe Voltage signal and current signal and the motor of standard voltage signal and current signal carry out real time contrast, if received There is abnormal, the central processing unit in one or two in both voltage signal and current signal of the motor of each in lathe Power parameter monitoring abnormal alarm instruction is sent to the prewarning unit;
The central processing unit is additionally operable to the axial displacement value of the main shaft transmitted by main shaft monitoring unit described in real-time reception, shaft vibration Signal and rotating speed are simultaneously sent to wireless communication module, central processing unit simultaneously by the axial displacement value of received main shaft, It is right in real time that axial displacement value, shaft vibration signal and the rotating speed of shaft vibration signal and the main shaft of rotating speed and standard are carried out Than if one or more appearance in the axial displacement value of received main shaft, shaft vibration signal and rotating speed three is different Often, the central processing unit sends main shaft monitoring abnormal alarm instruction to the prewarning unit;
The central processing unit is additionally operable to the position of the cutter pull bar transmitted by tool monitoring unit described in real-time reception, cutter mill Damage amount and the hardness of cutter are simultaneously sent to wireless communication module, and central processing unit is simultaneously by the position of received cutter pull bar Put, the position of the cutter pull bar of the hardness of tool abrasion and cutter and standard, the hardness of tool abrasion and cutter are entered Row real time contrast, if one in the hardness three of the position of received cutter pull bar, tool abrasion and cutter or Person is multiple to there is exception, and the central processing unit sends tool monitoring abnormal alarm to the prewarning unit and instructed;
The prewarning unit includes the first alarm, the second alarm and the 3rd alarm;First alarm is used to connect The power parameter monitoring abnormal alarm that the central processing unit sends is received to instruct and send the first alarm;Second alarm Device instructs for receiving the main shaft monitoring abnormal alarm that the central processing unit is sent and sends the second alarm;Described 3rd Alarm instructs for receiving the tool monitoring abnormal alarm that the central processing unit is sent and sends the 3rd alarm;
The wireless communication module is used for the voltage letter of each motor in the lathe that central processing unit described in real-time reception is sent Number and current signal and be sent to monitoring center and technical guidance center;The wireless communication module is additionally operable to described in real-time reception Axial displacement value, shaft vibration signal and the rotating speed of the main shaft that central processing unit is sent simultaneously are sent to monitoring center and technology Instructing center;The wireless communication module be additionally operable to the cutter pull bar that central processing unit described in real-time reception is sent position, The hardness of tool abrasion and cutter is simultaneously sent to fault diagnosis center and technical guidance center.
2. a kind of Digit Control Machine Tool running status on-line monitoring as claimed in claim 1 and warning system, it is characterised in that described Central processing unit also signal is connected with on-site supervision photographing module, and the on-site supervision photographing module is used for the live machine of captured in real-time The working condition of bed, and it is sent to monitoring center by radio transmitter.
3. a kind of Digit Control Machine Tool running status on-line monitoring as claimed in claim 1 and warning system, it is characterised in that described Central processing unit also signal is connected with infrared temperature sensor, and the infrared temperature sensor is used to gather main shaft of numerical control machine tool Real time temperature signal, and the main shaft real time temperature signal collected is sent to monitoring center by radio transmitter.
4. a kind of Digit Control Machine Tool running status on-line monitoring as claimed in claim 1 and warning system, it is characterised in that described Central processing unit also signal is connected with the online particle detector of hydraulic oil, and the online particle detector of hydraulic oil is used to monitor liquid Press oil the granule content in the hydraulic oil in case.
5. a kind of Digit Control Machine Tool running status on-line monitoring as claimed in claim 1 and warning system, it is characterised in that described Central processing unit also signal is connected with display, and the display is used to show Digit Control Machine Tool operating specification information.
6. a kind of Digit Control Machine Tool running status on-line monitoring as claimed in claim 1 and warning system, it is characterised in that described Central processing unit also signal is connected with backflow hydraulic pressure sensor, and the backflow hydraulic pressure sensor is used to monitor numerical control machine The backflow hydraulic pressure at overflow valve backflow end in bed hydraulic station.
7. a kind of Digit Control Machine Tool running status on-line monitoring as claimed in claim 1 and warning system, it is characterised in that described Central processing unit is MSP430 single-chip microcomputers or model OMRON CP1E-N20DR-D PLC.
8. a kind of Digit Control Machine Tool running status on-line monitoring as claimed in claim 1 and warning system, it is characterised in that described Wireless communication module is 3G wireless communication modules, 4G wireless communication modules or WIFI module.
CN201710555858.8A 2017-07-10 2017-07-10 A kind of Digit Control Machine Tool running status on-line monitoring and warning system Pending CN107168244A (en)

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Cited By (19)

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CN107861476A (en) * 2017-12-15 2018-03-30 重庆吉兰丁智能科技有限公司 A kind of novel intelligent manufacture controller and its control method
CN108153239A (en) * 2017-12-28 2018-06-12 江苏瑞苏科技有限公司 A kind of online management method of processing center of numerical-control machine tool cutter
CN108388204A (en) * 2018-01-23 2018-08-10 襄阳科威电气有限公司 A kind of Remote Automatic Control System of metal-planing machine
CN109143979A (en) * 2018-09-28 2019-01-04 浙江大学华南工业技术研究院 Processing control method, system, readable storage medium storing program for executing and the equipment of numerical control device
CN109211545A (en) * 2018-08-27 2019-01-15 广西科技大学鹿山学院 CNC moves axle load automatic alarm device and its method
CN109459975A (en) * 2018-11-13 2019-03-12 王鹂辉 Numerically-controlled machine tool intelligent parts information reconciliation perceives neuron managing and control system
CN109581968A (en) * 2018-12-18 2019-04-05 广东原点智能技术有限公司 A kind of numerically-controlled machine tool real-time monitoring system and its implementation
CN110209116A (en) * 2019-07-15 2019-09-06 太仓市智威智能科技有限公司 A kind of management system for monitoring numerically-controlled machine tool operation data on-line
CN110263474A (en) * 2019-06-27 2019-09-20 重庆理工大学 A kind of cutter life real-time predicting method of numerically-controlled machine tool
CN110509110A (en) * 2019-07-24 2019-11-29 深圳市五湖智联实业有限公司 A kind of cutting tool for CNC machine cutting force intelligent monitor system
CN110597188A (en) * 2019-09-25 2019-12-20 武汉誉德节能数据服务有限公司 Method and device for identifying running state of numerical control equipment
CN111623830A (en) * 2020-06-11 2020-09-04 深圳技术大学 Method, device and system for monitoring operation state of electromechanical equipment
CN111948978A (en) * 2019-05-17 2020-11-17 湖北欧安电气股份有限公司 Data acquisition and monitoring system based on numerical control machine tool
CN112486096A (en) * 2020-12-09 2021-03-12 中国兵器装备集团自动化研究所 Machine tool operation state monitoring method
CN112637559A (en) * 2020-12-10 2021-04-09 成都健数科技有限公司 Intelligent monitoring device for machine tool and using method thereof
CN113050542A (en) * 2021-03-24 2021-06-29 武汉科技大学 Method for distinguishing machining state of numerical control machine tool
CN113050541A (en) * 2021-03-24 2021-06-29 武汉科技大学 Numerical control machine tool energy consumption and processing state on-line monitoring system
CN115179105A (en) * 2022-07-08 2022-10-14 深圳华刃智造科技有限公司 Cutter monitoring circuit and cutter monitoring device
US11644812B2 (en) 2020-12-09 2023-05-09 Aktiebolaget Skf Machine tool management method, machine tool management system and medium

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Cited By (19)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN107861476A (en) * 2017-12-15 2018-03-30 重庆吉兰丁智能科技有限公司 A kind of novel intelligent manufacture controller and its control method
CN108153239A (en) * 2017-12-28 2018-06-12 江苏瑞苏科技有限公司 A kind of online management method of processing center of numerical-control machine tool cutter
CN108388204A (en) * 2018-01-23 2018-08-10 襄阳科威电气有限公司 A kind of Remote Automatic Control System of metal-planing machine
CN109211545A (en) * 2018-08-27 2019-01-15 广西科技大学鹿山学院 CNC moves axle load automatic alarm device and its method
CN109143979A (en) * 2018-09-28 2019-01-04 浙江大学华南工业技术研究院 Processing control method, system, readable storage medium storing program for executing and the equipment of numerical control device
CN109459975A (en) * 2018-11-13 2019-03-12 王鹂辉 Numerically-controlled machine tool intelligent parts information reconciliation perceives neuron managing and control system
CN109581968A (en) * 2018-12-18 2019-04-05 广东原点智能技术有限公司 A kind of numerically-controlled machine tool real-time monitoring system and its implementation
CN111948978A (en) * 2019-05-17 2020-11-17 湖北欧安电气股份有限公司 Data acquisition and monitoring system based on numerical control machine tool
CN110263474A (en) * 2019-06-27 2019-09-20 重庆理工大学 A kind of cutter life real-time predicting method of numerically-controlled machine tool
CN110209116A (en) * 2019-07-15 2019-09-06 太仓市智威智能科技有限公司 A kind of management system for monitoring numerically-controlled machine tool operation data on-line
CN110509110A (en) * 2019-07-24 2019-11-29 深圳市五湖智联实业有限公司 A kind of cutting tool for CNC machine cutting force intelligent monitor system
CN110597188A (en) * 2019-09-25 2019-12-20 武汉誉德节能数据服务有限公司 Method and device for identifying running state of numerical control equipment
CN111623830A (en) * 2020-06-11 2020-09-04 深圳技术大学 Method, device and system for monitoring operation state of electromechanical equipment
CN112486096A (en) * 2020-12-09 2021-03-12 中国兵器装备集团自动化研究所 Machine tool operation state monitoring method
US11644812B2 (en) 2020-12-09 2023-05-09 Aktiebolaget Skf Machine tool management method, machine tool management system and medium
CN112637559A (en) * 2020-12-10 2021-04-09 成都健数科技有限公司 Intelligent monitoring device for machine tool and using method thereof
CN113050542A (en) * 2021-03-24 2021-06-29 武汉科技大学 Method for distinguishing machining state of numerical control machine tool
CN113050541A (en) * 2021-03-24 2021-06-29 武汉科技大学 Numerical control machine tool energy consumption and processing state on-line monitoring system
CN115179105A (en) * 2022-07-08 2022-10-14 深圳华刃智造科技有限公司 Cutter monitoring circuit and cutter monitoring device

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