CN106502187A - A kind of intelligent industrial equipment complaint management system - Google Patents

A kind of intelligent industrial equipment complaint management system Download PDF

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Publication number
CN106502187A
CN106502187A CN201710021987.9A CN201710021987A CN106502187A CN 106502187 A CN106502187 A CN 106502187A CN 201710021987 A CN201710021987 A CN 201710021987A CN 106502187 A CN106502187 A CN 106502187A
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CN
China
Prior art keywords
repairment
industrial equipment
repairing information
subsystem
voice
Prior art date
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Granted
Application number
CN201710021987.9A
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Chinese (zh)
Other versions
CN106502187B (en
Inventor
刘云翔
姚文斌
李晓丹
刘续博
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Shanghai Institute of Technology
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Shanghai Institute of Technology
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 Shanghai Institute of Technology filed Critical Shanghai Institute of Technology
Priority to CN201710021987.9A priority Critical patent/CN106502187B/en
Publication of CN106502187A publication Critical patent/CN106502187A/en
Application granted granted Critical
Publication of CN106502187B publication Critical patent/CN106502187B/en
Expired - Fee Related legal-status Critical Current
Anticipated expiration legal-status Critical

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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
    • G05B19/04Programme control other than numerical control, i.e. in sequence controllers or logic controllers
    • G05B19/048Monitoring; Safety

Abstract

The invention provides a kind of intelligent industrial equipment complaint management system, including:Board reports subsystem for repairment, for being communicated with the industrial equipment board for reporting for repairment is needed, to obtain the repairing information of industrial equipment;Subsystem is reported in broadcast for repairment, for carrying out the transmission and reception of voice by the broadcast system at industrial equipment place, and obtains repairing information after parsing to the voice for receiving;Equipment reports subsystem for repairment, for the repairing information according to industrial equipment signal acquisition industrial equipment;Subsystem is reported in monitoring for repairment, for the state by monitoring industrial equipment, according to the repairing information that monitoring parameter obtains industrial equipment;Management terminal, for obtaining repairing information and after repairing information is obtained by the corresponding solution of centre data library lookup, central database is used for storing repairing information and processed repairing information and corresponding solution.The system has a number of ways, and multipath reports mode for repairment, and it is loaded down with trivial details to solve to report for repairment process, reports problem not in time for repairment, the problems such as report low-response for repairment, can instruct for reporting the most fast most direct scheme of offer for repairment automatically.

Description

A kind of intelligent industrial equipment complaint management system
Technical field
The present invention relates to equipment fault automatic repair-reporting management technique field, more particularly to a kind of intelligent industrial equipment reports pipe for repairment Reason system.
Background technology
Industrial equipment reports point online and offline for repairment at present.Reporting for repairment under line needs user to fill in papery to report list for repairment, through at different levels Leader's supervisor's signature confirms that machine repair personnel is keeped in repair;Report for repairment exactly to open using ERP system on line and report list for repairment, machine repair personnel ties up Repair, both report for repairment:
1st, report flow process under line for repairment loaded down with trivial details, report that the waiting time is long for repairment, the problem that maintenance program can not be shared.
2nd, report mainly user on line for repairment and list is opened in ERP system, it is desirable to which there is computer at scene, and user will be familiar with computer system System, and typing workload big the problems such as.
3rd, online and offline reporting the progress of reporting for repairment of all can not track well for repairment.
4th, lack and report knowledge base for repairment, successful maintenance scheme can not be realized sharing.
5th, equipment to be repaired can not be accurately positioned.
6th, disadvantage mentioned above causes the significant wastage of company's manpower and materials.
Content of the invention
It is an object of the invention to provide a kind of intelligent industrial equipment complaint management system, to solve existing commercial production Difficulty is reported in middle equipment fault for repairment, is reported for repairment not in time, reports flow tracking hardly possible for repairment, and maintenance waiting time length and maintenance successful case can not be divided The problems such as enjoying.
For achieving the above object, the invention provides a kind of intelligent industrial equipment complaint management system, including:
Board reports subsystem for repairment, and the industrial equipment board for being reported for repairment with needs by software interface and hardware interface is carried out Communication, to obtain the repairing information of industrial equipment by industrial equipment board;
Subsystem is reported in broadcast for repairment, for carrying out the transmission of voice by the broadcast system at industrial equipment place and connecing Receive, and repairing information is obtained after the voice to receiving after voice is received is parsed;
Whether equipment reports subsystem for repairment, abnormal to detect industrial equipment for passing through collection industrial equipment signal, when abnormal, Repairing information according to industrial equipment signal acquisition industrial equipment;
Subsystem is reported in monitoring for repairment, for the monitoring parameter that the state by monitoring industrial equipment obtains industrial equipment, works as prison During control abnormal parameters, according to the repairing information that monitoring parameter obtains industrial equipment;
Management terminal, including communication module, control module and central database, the communication module is used for obtaining the report The solution of the processed repairing information of information and typing is repaiied, the control module is used for passing through institute after repairing information is obtained The corresponding solution of centre data library lookup is stated, and lookup result is fed back to by each subsystem, institute by the communication module Stating central database is used for storing repairing information and processed repairing information and corresponding solution.
It is preferred that the board reports subsystem for repairment including:
Repairing information collection terminal, for gathering the repairing information of industrial equipment board;
Board reports terminal for repairment, for by the software interface and hardware interface obtain automatically industrial equipment board numbering, Device address and the repairing information, report task for repairment and send the task of reporting for repairment to the management terminal to generate, and Shown after the lookup result of the management terminal receiving;
Starter, on the industrial equipment board, for start in a triggered the board report for repairment terminal and The repairing information collection terminal.
It is preferred that the broadcast is reported subsystem for repairment and is included:
Voice collector, for receiving the voice at industrial equipment place;
Speech player, for sending voice at industrial equipment place;
Terminal is reported in broadcast for repairment, for obtaining repairing information and language after parsing to the voice for receiving after voice is received The address of sound harvester, reports task for repairment and sends the task of reporting for repairment to the management terminal to generate, and receiving Voice is transmitted by speech player after the lookup result of the management terminal.
It is preferred that the equipment reports subsystem for repairment including:
Signal input device, for collecting device LED status and facility switching state using as industrial equipment signal;
Equipment reports terminal for repairment, for the repairing information according to the industrial equipment signal acquisition industrial equipment, to generate report Repair task and the task of reporting for repairment is sent to the management terminal, and tie the lookup from the management terminal is received After fruit, control carries out the output of indication signal;
Signal output apparatus, for exporting the indication signal.
It is preferred that the monitoring is reported subsystem for repairment and is included:
Monitoring device, for monitoring the state of industrial equipment, obtains the status information of industrial equipment;
Terminal is reported in monitoring for repairment, for the monitoring parameter according to the state information acquisition industrial equipment, when monitoring parameter big When threshold value, be judged as occurring abnormal, according to the repairing information that monitoring parameter obtains industrial equipment, with generate task of reporting for repairment and by Described reporting for repairment while task is sent to the management terminal is reported to the police, and is receiving looking into from the management terminal After looking for result, control carries out the output of indication signal.
It is preferred that the repairing information includes:When reporting people's title for repairment, reporting fault category for repairment, report phenomenon of the failure for repairment and report for repairment Between.
It is preferred that the management terminal also includes:
Display module, for showing the repairing information and lookup result.
It is preferred that the management terminal also includes:
Machine repair personnel data base, for storing the personal information of machine repair personnel and obtaining the positional information of machine repair personnel in real time And mission bit stream, for the control module according to current repairing information by searching the machine repair personnel data base to distribute Machine repair personnel.
A kind of intelligent industrial equipment repair reporting system that the present invention is provided has the advantages that:
1st, system has a number of ways, and multipath reports subsystem for repairment, realizes reporting the increasingly automated of flow process for repairment, solves Report process under different situations for repairment loaded down with trivial details, report problem not in time for repairment, the problems such as report low-response for repairment;
2nd, Row control is adopted, realizes reporting the tracking of progress for repairment and reviewing;
3rd, centre data library management is adopted, can be instructed for reporting the most fast most direct scheme of offer for repairment automatically;
4th, high degree of automation, uses manpower and material resources sparingly.
Description of the drawings
The intelligent industrial equipment complaint management system composition figure that Fig. 1 is provided for the present invention.
Specific embodiment
Below with reference to the present invention accompanying drawing, to the embodiment of the present invention in technical scheme carry out clear, complete description And discussion, it is clear that as described herein is only a part of example of the invention, is not whole examples, based on the present invention In embodiment, the every other enforcement obtained on the premise of creative work is not made by those of ordinary skill in the art Example, belongs to protection scope of the present invention.
For the ease of the understanding to the embodiment of the present invention, make by taking specific embodiment as an example further below in conjunction with accompanying drawing Illustrate, and each embodiment does not constitute the restriction to the embodiment of the present invention.
As shown in figure 1, a kind of intelligent industrial equipment complaint management system is present embodiments provided, including:
Board reports subsystem 10 for repairment, and the industrial equipment board for being reported for repairment with needs by software interface and hardware interface is entered Row communication, to obtain the repairing information of industrial equipment by industrial equipment board;
Subsystem 20 is reported in broadcast for repairment, for carried out by the broadcast system at the industrial equipment place voice transmission and Receive, and repairing information is obtained after the voice to receiving after voice is received is parsed;
Whether equipment reports subsystem 30 for repairment, for abnormal to detect industrial equipment by gathering industrial equipment signal, abnormal When, according to the repairing information of industrial equipment signal acquisition industrial equipment;
Subsystem 40 is reported in monitoring for repairment, for obtaining the monitoring parameter of industrial equipment by the state of monitoring industrial equipment, when When monitoring parameter is abnormal, according to the repairing information that monitoring parameter obtains industrial equipment;
Management terminal 50, including communication module 51, control module 52 and central database 53, communication module 51 is used for obtaining The solution of the processed repairing information of the repairing information and typing, control module 52 are used for leading to after repairing information is obtained The corresponding solution of the centre data library lookup is crossed, and lookup result is fed back to by each subsystem machine by communication module 51 Platform report for repairment subsystem 10, broadcast report for repairment subsystem 20, equipment report for repairment subsystem 30, monitoring report subsystem 30, central database for repairment 53 are used for storing repairing information and processed repairing information and corresponding solution.In this way, management terminal can So that, after same failure occurs, the corresponding solution of automatic push puts into maintenance work to each subsystem so as to quick.? Can be by the central database query history maintenance task, history reports task for repairment and task accepts situation.
Further, board of the invention reports subsystem 10 for repairment includes:
Repairing information collection terminal 11, for gathering the repairing information of industrial equipment board;
Board reports terminal 12 for repairment, for obtaining automatically industrial equipment board volume by the software interface and hardware interface Number, device address and repairing information, report task for repairment and send the task of reporting for repairment to the management terminal, Yi Ji to generate Receive and shown after the lookup result of the management terminal;
Starter 13, on the industrial equipment board, in a triggered start board report for repairment terminal 12 and Repairing information collection terminal 11.Specifically, the starter in the present embodiment is " equipment guarantee " button being arranged on board. When equipment breaks down, pass through to trigger the button by reporting people for repairment, realize that startup board reports terminal 12 for repairment and repairing information is adopted Collection end 11.Now, the repairing information of 11 automatic data collection industrial equipment board of repairing information collection terminal such as reports identification number, equipment for repairment Address and report people etc. for repairment, select failure big class while reporting people for repairment and terminal 12 being reported for repairment by board, and after filling in phenomenon of the failure, carry Hand over and send repairing information, report task for repairment and the task of reporting for repairment is sent to management terminal to generate, to be stored in centre data Storehouse and management terminal carry out next inquiry.
Further, subsystem 20 is reported in broadcast of the invention for repairment includes:
Voice collector 21, for receiving the voice at industrial equipment place;
Speech player 22, for sending voice at industrial equipment place;
Broadcast report terminal 23 for repairment, for after voice is received to receive voice parse after obtain repairing information and The address of voice collector, reports task for repairment and sends the task of reporting for repairment to the management terminal to generate, and is receiving Voice is transmitted by speech player to after the lookup result from the management terminal.Here voice collector and language Sound player can directly using the broadcasting equipment of the original broadcast system of plant area, and terminal is reported in broadcast for repairment also can be directly former using plant area Some broadcast terminals, or be independently arranged a set of broadcast system, the present invention does not limit broadcast, and to report subsystem each several part for repairment concrete Way of realization.Broadcast in the present embodiment is reported subsystem 20 for repairment and is mainly used in remote plant area does not have network or board system to support Industrial equipment report for repairment.When the system works, the voice for reporting people for repairment is gathered by voice collector, end is reported for repairment by broadcast then The relevant information that parsing is obtained is sent to management terminal in the form of reporting task for repairment after carrying out speech analysis by end 23.Broadcast is reported for repairment Subsystem 20 reports flow process for repairment mainly to be included:Voice recording (broadcast is carried)-voice transmission-phonetic incepting-speech recognition-information record Enter central database.Complaint management by the form of voice to industrial equipment is so realized.
Further, equipment of the invention reports subsystem 30 for repairment includes:
Signal input device 31, for collecting device LED status and facility switching state to believe as industrial equipment Number;
Equipment reports terminal 32 for repairment, for the repairing information according to the industrial equipment signal acquisition industrial equipment, to generate Report task for repairment and the task of reporting for repairment is sent to the management terminal, and receiving the lookup from the management terminal As a result control carries out the output of indication signal afterwards;
Signal output apparatus 33, for output indication signal.
Wherein, signal input device 31 here can be arranged as required to be control knob corresponding with equipment indicating lamp, When device fails, the lamp of corresponding failure color is lighted automatically, is now reported people for repairment and can be manipulated by button realization The industrial equipment signal that terminal 32 sends failure, or 31 collecting device on off state of signal input device are reported for repairment to equipment, is sentenced Whether disconnected equipment is considered as pressure in failure closes down, and then sends on off state and reports the transmission failure of terminal 32 for repairment as to equipment Industrial equipment signal.The industrial equipment signal should at least include the numbering of equipment and equipment place, so as to realize quickly Positioning.And working as to carry out the output of indication signal after management terminal finds corresponding lookup result, signal output apparatus 33 can Display screen or signal lighties are set to, whether lookup knot is found by the pre-set color display management terminal of display screen or signal lighties Really, and whether distribute machine repair personnel etc..
Further, subsystem 40 is reported in monitoring of the invention for repairment includes:
Monitoring device 41, for monitoring the state of industrial equipment, obtains the status information of industrial equipment;
Terminal 42 is reported in monitoring for repairment, for the monitoring parameter according to the state information acquisition industrial equipment, works as monitoring parameter During more than threshold value, be judged as exception, according to the repairing information that monitoring parameter obtains industrial equipment, task is reported for repairment simultaneously to generate Described reporting for repairment while task is sent to the management terminal is reported to the police, and is being received from the management terminal After lookup result, control carries out the output of indication signal.
Monitoring is reported subsystem 40 for repairment and is mainly used in adverse circumstances, such as high temperature or extremely low temperature, or chemical environment equipment occurs event Reported for repairment by monitoring system during barrier.Specifically, using the former monitoring system or the monitoring system in addition arranging of industrial equipment Monitoring device, monitor industrial equipment such as temperature sensor, humidity sensor etc. residing for go window-shopping.System can each second to setting Standby status information is acquired, and to obtain monitoring parameter, when monitoring parameter value is more than default threshold value, reports to the police and by parameter Value, device network I P addresses etc. write central database as repairing information.
Above-mentioned repairing information includes:Report people's title for repairment, report fault category for repairment, report phenomenon of the failure for repairment and report the time for repairment.
Wherein, in a preferred embodiment, above-mentioned management terminal 50 also includes:
Display module 54, for showing repairing information and lookup result.Specifically, display module can be to be arranged at management Computer screen, board system, LED billboard at terminal 50 etc., and/or be can to carry out real-time Communication for Power and number with management terminal 50 According to interactive handheld terminal mobile phone, PDA etc..By current repairing information, lookup result and unfinished to report letter for repairment Breath is shown.
In another preferred embodiment, management terminal also includes:
Machine repair personnel data base 55, for storing the personal information of machine repair personnel and obtaining the position letter of machine repair personnel in real time Breath and mission bit stream, for control module according to current repairing information by searching machine repair personnel data base 55 to distribute machine maintenance Personnel.Here management terminal can according to each machine repair personnel currently whether have maintenance task, remaining unfinished maintenance task quantity, The conditions such as executable maintenance content, carry out the Auto-matching of repairing information and machine repair personnel, so as to quickly distribute maintenance task To concrete personnel, that realizes intelligence reports workflow management for repairment.
Above-mentioned management terminal can also be obtained from operator's input to report task for repairment related by communication module The information such as solution, also whether can be completed by the current maintenance of above-mentioned subsystem automatic acquisition equipment.And above-mentioned in Heart data base can also carry out categorised collection to specific repairing information, rationally store, and intelligence is inquired about, and not only can ensure that normal report Service operation is repaiied, the useful tool of other business developments can also be become.
The above, the only specific embodiment of the present invention, but protection scope of the present invention is not limited thereto, any Those skilled in the art the invention discloses technical scope in, to the deformation done of the present invention or replacement, should all cover Within protection scope of the present invention.Therefore, protection scope of the present invention should be defined by described scope of the claims.

Claims (8)

1. a kind of intelligent industrial equipment complaint management system, it is characterised in that include:
Board reports subsystem for repairment, and the industrial equipment board for being reported for repairment with needs by software interface and hardware interface is led to Letter, to obtain the repairing information of industrial equipment by industrial equipment board;
Subsystem is reported in broadcast for repairment, for carrying out the transmission and reception of voice by the broadcast system at industrial equipment place, And repairing information is obtained after parsing to the voice of reception after voice is received;
Whether equipment reports subsystem for repairment, abnormal to detect industrial equipment for passing through collection industrial equipment signal, when abnormal, according to The repairing information of industrial equipment signal acquisition industrial equipment;
Subsystem is reported in monitoring for repairment, for the monitoring parameter that the state by monitoring industrial equipment obtains industrial equipment, when monitoring ginseng When number is abnormal, according to the repairing information that monitoring parameter obtains industrial equipment;
Management terminal, including communication module, control module and central database, the communication module is used for obtaining described reports letter for repairment Breath and the solution of the processed repairing information of typing, the control module are used for after repairing information is obtained by described The corresponding solution of heart database lookup, and lookup result is fed back to by each subsystem by the communication module, described in Heart data base is used for storing repairing information and processed repairing information and corresponding solution.
2. intelligent industrial equipment complaint management system according to claim 1, it is characterised in that the board reports subsystem for repairment System includes:
Repairing information collection terminal, for gathering the repairing information of industrial equipment board;
Board reports terminal for repairment, for obtaining automatically industrial equipment board numbering, equipment by the software interface and hardware interface Address and the repairing information, report task for repairment and send the task of reporting for repairment to the management terminal to generate, and connecing Receive and shown after the lookup result of the management terminal;
Starter, on the industrial equipment board, reports terminal and described for repairment for starting the board in a triggered Repairing information collection terminal.
3. intelligent industrial equipment complaint management system according to claim 1, it is characterised in that subsystem is reported in the broadcast for repairment System includes:
Voice collector, for receiving the voice at industrial equipment place;
Speech player, for sending voice at industrial equipment place;
Terminal is reported in broadcast for repairment, for obtaining repairing information and voice is adopted after parsing to the voice for receiving after voice is received The address of storage, with generate report task for repairment and send the task of reporting for repairment to the management terminal, and receive from Voice is transmitted by speech player after the lookup result of the management terminal.
4. intelligent industrial equipment complaint management system according to claim 1, it is characterised in that the equipment reports subsystem for repairment System includes:
Signal input device, for collecting device LED status and facility switching state using as industrial equipment signal;
Equipment reports terminal for repairment, for the repairing information according to the industrial equipment signal acquisition industrial equipment, is appointed with generating to report for repairment Business simultaneously sends the task of reporting for repairment to the management terminal, and receiving after the lookup result of the management terminal Control carries out the output of indication signal;
Signal output apparatus, for exporting the indication signal.
5. intelligent industrial equipment complaint management system according to claim 1, it is characterised in that subsystem is reported in the monitoring for repairment System includes:
Monitoring device, for monitoring the state of industrial equipment, obtains the status information of industrial equipment;
Terminal is reported in monitoring for repairment, for the monitoring parameter according to the state information acquisition industrial equipment, when monitoring parameter is more than threshold During value, be judged as occurring abnormal, according to the repairing information that monitoring parameter obtains industrial equipment, to generate task of reporting for repairment will be described The task of reporting for repairment is reported to the police while transmission to the management terminal, and is tied the lookup from the management terminal is received After fruit, control carries out the output of indication signal.
6. the intelligent industrial equipment complaint management system according to claim 1 to 5 any one, it is characterised in that described Repairing information includes:Report people's title for repairment, report fault category for repairment, report phenomenon of the failure for repairment and report the time for repairment.
7. intelligent industrial equipment complaint management system according to claim 1, it is characterised in that the management terminal is also wrapped Include:
Display module, for showing the repairing information and lookup result.
8. intelligent industrial equipment complaint management system according to claim 1, it is characterised in that the management terminal is also wrapped Include:
Machine repair personnel data base, for storing the personal information of machine repair personnel and the positional information of real-time acquisition machine repair personnel and appointing Business information, for the control module according to current repairing information by searching the machine repair personnel data base to distribute machine maintenance Personnel.
CN201710021987.9A 2017-01-12 2017-01-12 A kind of intelligent industrial equipment complaint management system Expired - Fee Related CN106502187B (en)

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Application Number Priority Date Filing Date Title
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Application Number Priority Date Filing Date Title
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Cited By (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN109032101A (en) * 2018-10-19 2018-12-18 罗代旺 A kind of intelligent industrial equipment complaint management system
CN109979170A (en) * 2019-03-28 2019-07-05 山东中烟工业有限责任公司 Wisdom cigarette power-equipment alarm system and method
CN111079953A (en) * 2019-11-14 2020-04-28 中国公路工程咨询集团有限公司 Method, device and equipment for managing highway equipment
CN111354355A (en) * 2018-12-24 2020-06-30 珠海格力电器股份有限公司 Voice repair reporting method and device, storage medium and air conditioner
CN112400194A (en) * 2018-06-13 2021-02-23 Ats自动化加工系统公司 System and method for triggering training events
CN113160825A (en) * 2021-02-25 2021-07-23 广州飞机维修工程有限公司 Aviation maintenance error-preventing system based on voice recognition
CN113592668A (en) * 2021-06-25 2021-11-02 杭州智果科技有限公司 Water quality area division management system

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CN1220961C (en) * 2001-06-29 2005-09-28 鸿富锦精密工业(深圳)有限公司 Information acquiring and monitoring method and system for production situ
CN103684817B (en) * 2012-09-06 2017-11-17 百度在线网络技术(北京)有限公司 The monitoring method and system of data center
CN103259564A (en) * 2013-05-29 2013-08-21 常熟市广播电视总台 System and method for calling of wired network fault
CN104751269A (en) * 2014-11-13 2015-07-01 淳正兴 Engineering maintenance scheduling management system
CN105389671A (en) * 2015-12-14 2016-03-09 讯美电子科技有限公司 Voice repair requesting system
CN205451339U (en) * 2015-12-28 2016-08-10 盛利维尔(中国)新材料技术有限公司 Calling system is reported and supports for repairment in workshop

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Publication number Priority date Publication date Assignee Title
CN112400194A (en) * 2018-06-13 2021-02-23 Ats自动化加工系统公司 System and method for triggering training events
CN112400194B (en) * 2018-06-13 2023-08-29 Ats自动化加工系统公司 System and method for triggering training events
CN109032101A (en) * 2018-10-19 2018-12-18 罗代旺 A kind of intelligent industrial equipment complaint management system
CN111354355A (en) * 2018-12-24 2020-06-30 珠海格力电器股份有限公司 Voice repair reporting method and device, storage medium and air conditioner
CN111354355B (en) * 2018-12-24 2023-02-28 珠海格力电器股份有限公司 Voice repair reporting method and device, storage medium and air conditioner
CN109979170A (en) * 2019-03-28 2019-07-05 山东中烟工业有限责任公司 Wisdom cigarette power-equipment alarm system and method
CN111079953A (en) * 2019-11-14 2020-04-28 中国公路工程咨询集团有限公司 Method, device and equipment for managing highway equipment
CN113160825A (en) * 2021-02-25 2021-07-23 广州飞机维修工程有限公司 Aviation maintenance error-preventing system based on voice recognition
CN113160825B (en) * 2021-02-25 2023-06-27 广州飞机维修工程有限公司 Aviation maintenance error-proof system based on voice recognition
CN113592668A (en) * 2021-06-25 2021-11-02 杭州智果科技有限公司 Water quality area division management system
CN113592668B (en) * 2021-06-25 2023-11-03 杭州智果科技有限公司 Water quality area division management system

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