CN109782722A - One kind is towards the quick processing system of industrial scene large-scale production line multidimensional data - Google Patents

One kind is towards the quick processing system of industrial scene large-scale production line multidimensional data Download PDF

Info

Publication number
CN109782722A
CN109782722A CN201910099954.5A CN201910099954A CN109782722A CN 109782722 A CN109782722 A CN 109782722A CN 201910099954 A CN201910099954 A CN 201910099954A CN 109782722 A CN109782722 A CN 109782722A
Authority
CN
China
Prior art keywords
data
indicator light
production line
computer
shell
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.)
Pending
Application number
CN201910099954.5A
Other languages
Chinese (zh)
Inventor
裴向东
郭卫卫
赵彩凤
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.)
LYULIANG MILITARY AND CIVILIAN INTEGRATION COLLABORATIVE INNOVATION RESEARCH INSTITUTE
Original Assignee
LYULIANG MILITARY AND CIVILIAN INTEGRATION COLLABORATIVE INNOVATION 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 LYULIANG MILITARY AND CIVILIAN INTEGRATION COLLABORATIVE INNOVATION RESEARCH INSTITUTE filed Critical LYULIANG MILITARY AND CIVILIAN INTEGRATION COLLABORATIVE INNOVATION RESEARCH INSTITUTE
Priority to CN201910099954.5A priority Critical patent/CN109782722A/en
Publication of CN109782722A publication Critical patent/CN109782722A/en
Pending legal-status Critical Current

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]

Abstract

The present invention relates to one kind towards the quick processing system of industrial scene large-scale production line multidimensional data, including shell and computer, the side of the shell is fixedly installed with several output interfaces and input interface, the other side of the shell is fixedly installed with several reserved output interfaces and reserved input interface, the output interface, input interface, connection indicator light is mounted on reserved output interface and reserved input interface, display screen is fixedly installed on front side of the shell, the shell front side is at the position of display screen bottom and is equipped with speech player, the shell front side is at the position of speech player bottom and is equipped with operation button, the shell front side is equipped with abnormal indicator light at position corresponding with input interface and reserved input interface, the present invention has rational design, it can be quickly to industrial scene large-scale production line Multidimensional data handled, treatment effeciency is high.

Description

One kind is towards the quick processing system of industrial scene large-scale production line multidimensional data
Technical field
The invention belongs to technical field of data processing, in particular to one kind is towards industrial scene large-scale production line multidimensional number According to quick processing system.
Background technique
Multidimensional data analysis is the new method analyzed data, and this method is to data from multiple angles, that is, multiple dimensions It is observed and is analyzed, the analysis operation of multidimensional refers to by being sliced to the data that multi-dimensional form is organized, stripping and slicing, gathers It the analyses operation such as closes, drill through, rotating, in the hope of profile data, allowing users to comprehensive from a variety of dimensions, multiple sides, a variety of data It is right to check data, so that information and intension in data are in depth unpacked, to total amount in production more than big, information dimension For various data, the efficiency and quality for helping to improve analysis are analyzed and arranged with the thought that multidimensional data is handled, but It is that in process of production, the language that each equipment and control system use may be different, and the data format of output may not also Together, this can impact the efficiency of multi-Dimensional Data Analytical System, be based on this, and the present invention provides one kind towards industrial scene scale The quick processing system of metaplasia producing line multidimensional data.
Summary of the invention
Of the existing technology in order to solve the problems, such as, it is more towards industrial scene large-scale production line that the present invention provides one kind The quick processing system of dimension data, the present invention has rational design, multidimensional data that can quickly to industrial scene large-scale production line It is handled, treatment effeciency is high.
To achieve the goals above, the present invention is to realize by the following technical solutions: a kind of to advise towards industrial scene The quick processing system of modelling production line multidimensional data, including shell and computer, the side of the shell are fixedly installed with several A output interface and input interface, the other side of the shell is fixedly installed with several reserved output interfaces and reserved input connects Mouthful, it is mounted on connection indicator light on the output interface, input interface, reserved output interface and reserved input interface, it is described Display screen is fixedly installed on front side of shell, the shell front side, which is at the position of display screen bottom, is equipped with voice broadcasting Device, the shell front side are at the position of speech player bottom and are equipped with operation button, and the shell front side connects with input Mouth is equipped with abnormal indicator light at position corresponding with reserved input interface, is fixedly connected with power supply line on rear side of the shell, Multi-Dimensional Data Analytical System and multi-dimensional database are built-in in the computer, it is described more towards industrial scene large-scale production line Steps are as follows for the realization of the quick processing system of dimension data:
Step 1: data acquisition;Firstly, power supply line is connected to external power supply, then by the control system of each section of production line System is connect with each input interface respectively, and after successful connection, connection indicator light thereon is lighted, by computer acquisition control system In the related datas such as time data, product data, organization of production data, process data and production information data, output is connect The control computer that mouth is connected to the entire production line carries out result output, and after successful connection, connection indicator light thereon is lighted, and leads to Cross operation button starting whole system;
Step 2: data classification;Computer classifies collected data, same category of to be divided into one group;
Step 3: data prediction;Then the data after classification are carried out unified format conversion by computer, are converted into multidimensional The same type of data format that data analysis system needs, in order to which multi-Dimensional Data Analytical System can be faster at analysis Reason;
Step 4: data monitoring;During data acquisition, if there is data exception, such as empty data etc., computer control It makes corresponding abnormal indicator light to light, and controls speech player and carry out related voice prompt, abnormal indicator light refers to connection Show that lamp is linkage, abnormal indicator light only works under the premise of connecting indicator light and working normally, then to the entire production line Control computer issue prompt, avoid shortage of data etc. extremely shadow is caused to the data processed result of multi-Dimensional Data Analytical System It rings;
Step 5: data processing and storage management;Multi-Dimensional Data Analytical System handles data, is then stored in multidimensional data Library;
Step 6: data output;After data processing is good, computer is sent out by output interface to the control computer of the entire production line Send processing result.
As a kind of preferred embodiment of the invention, one end of the power supply line is connected with plug.
As a kind of preferred embodiment of the invention, the power supply line by power supply circuit respectively with computer, connect instruction Lamp, operation button, display screen, speech player and abnormal indicator light are electrically connected.
As a kind of preferred embodiment of the invention, the computer by electric wire respectively with output interface, input interface, pre- Stay output interface, reserved input interface, connection indicator light, operation button, display screen, speech player and abnormal indicator light electrical Connection.
The invention has the benefit that one kind of the invention is quickly located towards industrial scene large-scale production line multidimensional data Reason system, including shell, computer, multi-Dimensional Data Analytical System, output interface, input interface, reserved output interface, reserve it is defeated Incoming interface, connection indicator light, operation button, display screen, speech player, abnormal indicator light, multi-dimensional database and power supply line.
It 1, should be towards the quick processing system of industrial scene large-scale production line multidimensional data in multi-Dimensional Data Analytical System pair Before data are handled, computer classifies collected data, same category of to be divided into one group, then calculates Data after classification are carried out unified format and converted by machine, are converted into the same type of number of multi-Dimensional Data Analytical System needs The effect of data processing can be effectively improved according to format in order to which multi-Dimensional Data Analytical System can be handled faster in analysis Rate achievees the purpose that rapidly and efficiently.
It 2, should be towards the quick processing system of industrial scene large-scale production line multidimensional data during data acquire, such as There is data exception, such as empty data etc. in fruit, and abnormal indicator light can be lighted and be prompted, and speech player is able to carry out Related voice prompt, then issues to the control computer of the entire production line and prompts, and reminds staff to check in time, avoids counting The data processed result of multi-Dimensional Data Analytical System is impacted according to missing etc. is abnormal.
3, the connection indicator light towards the quick processing system of industrial scene large-scale production line multidimensional data is somebody's turn to do connecting into It can give and prompt after function, practicability is high, and abnormal indicator light is linkage with indicator light is connect, and abnormal indicator light is only even It connects under the premise of indicator light works normally and works, reserved input interface and the input interface not used is avoided to influence alarm Function.
Detailed description of the invention
Fig. 1 is a kind of structural schematic diagram towards the quick processing system of industrial scene large-scale production line multidimensional data;
Fig. 2 is a kind of system schematic towards the quick processing system of industrial scene large-scale production line multidimensional data;
Fig. 3 is a kind of flow chart of data processing signal towards the quick processing system of industrial scene large-scale production line multidimensional data Figure;
In figure: the reserved output of 1- shell, 2- computer, 3- multi-Dimensional Data Analytical System, 4- output interface, 5- input interface, 6- Interface, 7- reserve input interface, 8- connection indicator light, 9- operation button, 10- display screen, 11- speech player, 12- and refer to extremely Show lamp, 13- multi-dimensional database, 14- power supply line.
Specific embodiment
To be easy to understand the technical means, the creative features, the aims and the efficiencies achieved by the present invention, below with reference to Specific embodiment, the present invention is further explained.
Fig. 1-3 is please referred to, the present invention provides a kind of technical solution: one kind is towards industrial scene large-scale production line multidimensional number According to quick processing system, including shell 1 and computer 2, the side of the shell 1 is fixedly installed with several 4 Hes of output interface Input interface 5, the other side of the shell 1 is fixedly installed with several reserved output interfaces 6 and reserved input interface 7, described Connection indicator light 8 is mounted on output interface 4, input interface 5, reserved output interface 6 and reserved input interface 7, it is described outer The front side of shell 1 is fixedly installed with display screen 10, is equipped with voice at the position in 10 bottom of display screen on front side of the shell 1 and broadcasts Device 11 is put, operation button 9,1 front side of shell are installed at the position in 11 bottom of speech player on front side of the shell 1 Abnormal indicator light 12 is installed, the rear side of the shell 1 is fixed at position corresponding with input interface 5 and reserved input interface 7 It is connected with power supply line 14, multi-Dimensional Data Analytical System 3 and multi-dimensional database 13 are built-in in the computer 2, it is described towards work Steps are as follows for the realization of the quick processing system of industry scene large-scale production line multidimensional data:
Step 1: data acquisition;Firstly, power supply line 14 is connected to external power supply, then by the control of each section of production line System is connect with each input interface 5 respectively, and after successful connection, connection indicator light 8 thereon is lighted, and is acquired and is controlled by computer 2 The related datas such as time data, product data, organization of production data, process data and production information data in system processed, will The control computer that output interface 4 is connected to the entire production line carries out result output, after successful connection, connection indicator light thereon 8 light, and start whole system by operation button 9;
Step 2: data classification;Computer 2 classifies collected data, same category of to be divided into one group;
Step 3: data prediction;Then the data after classification are carried out unified format conversion by computer 2, are converted into more The same type of data format that dimension data analysis system 3 needs, in order to which multi-Dimensional Data Analytical System 3 can faster divide Analysis processing;
Step 4: data monitoring;During data acquisition, if there is data exception, such as empty data etc., computer 2 It controls corresponding abnormal indicator light 12 to light, and controls speech player 11 and carry out related voice prompt, abnormal indicator light 12 It is linkage with indicator light 8 is connect, abnormal indicator light 12 only works under the premise of connecting indicator light 8 and working normally, then It issues and prompts to the control computer of the entire production line, avoid the abnormal data to multi-Dimensional Data Analytical System 3 such as shortage of data Processing result impacts;
Step 5: data processing and storage management;Multi-Dimensional Data Analytical System 3 handles data, is then stored in multidimensional number According to library 13;
Step 6: data output;After data processing is good, computer 2 passes through control computer of the output interface 4 to the entire production line Send processing result.
As a kind of preferred embodiment of the invention, one end of the power supply line 14 is connected with plug.
As a kind of preferred embodiment of the invention, the power supply line 14 by power supply circuit respectively with computer 2, connect and refer to Show that lamp 8, operation button 9, display screen 10, speech player 11 and abnormal indicator light 12 are electrically connected.
As a kind of preferred embodiment of the invention, the computer 2 by electric wire respectively with output interface 4, input interface 5, output interface 6, reserved input interface 7, connection indicator light 8, operation button 9, display screen 10, speech player 11 and different are reserved Normal indicator light 12 is electrically connected.
Working principle: when in use, firstly, power supply line 14 is connected to external power supply, then by each section of production line Control system connect respectively with each input interface 5, after successful connection, connection indicator light 8 thereon is lighted, by computer 2 The dependency numbers such as time data, product data, organization of production data, process data and production information data in acquisition control system According to the control computer that output interface 4 is connected to the entire production line is carried out result output, after successful connection, connection thereon Indicator light 8 lights, and starts whole system by operation button 9, computer 2 classifies collected data, same category Be divided into one group, then the data after classification are carried out unified format and convert by computer 2, are converted into multidimensional data point The same type of data format that analysis system 3 needs, in order to which multi-Dimensional Data Analytical System 3 can be handled faster in analysis, During data acquisition, if there is data exception, such as empty data etc., computer 2 controls corresponding abnormal indicator light 12 light, and control speech player 11 and carry out related voice prompt, and abnormal indicator light 12 links with indicator light 8 is connect , abnormal indicator light 12 only works under the premise of connecting indicator light 8 and working normally, then to the control meter of the entire production line Calculation machine issues prompt, avoids shortage of data etc. from impacting extremely to the data processed result of multi-Dimensional Data Analytical System 3, multidimensional Data analysis system 3 handles data, is then stored in multi-dimensional database 13, after data processing is good, computer 2 passes through output Interface 4 sends processing result to the control computer of the entire production line, should be towards industrial scene large-scale production line multidimensional data For quick processing system before multi-Dimensional Data Analytical System handles data, computer 2 is divided collected data Class, same category of to be divided into one group, then the data after classification are carried out unified format conversion, conversion by computer 2 At the same type of data format that multi-Dimensional Data Analytical System needs, in order to which multi-Dimensional Data Analytical System 3 can be more rapidly Analysis processing, can effectively improve the efficiency of data processing, achieve the purpose that rapidly and efficiently, should towards industrial scene scale The quick processing system of metaplasia producing line multidimensional data is during data acquire, if there is data exception, such as empty data etc., Abnormal indicator light 12, which can light, to be prompted, and speech player 11 is able to carry out related voice prompt, then to entire The control computer of production line issues prompt, and staff is reminded to check in time, avoids shortage of data etc. abnormal to multidimensional data The data processed result of analysis system 3 impacts, should be towards the quick processing system of industrial scene large-scale production line multidimensional data The connection indicator light 8 of system can be given after successful connection to be prompted, and practicability is high, and abnormal indicator light 12 with connect indicator light 8 be linkage, and abnormal indicator light 12 only works under the premise of connecting indicator light 8 and working normally, and avoids reserved input interface 7 The input interface 5 not used influences alarm function.
The above shows and describes the basic principles and main features of the present invention and the advantages of the present invention, for this field skill For art personnel, it is clear that invention is not limited to the details of the above exemplary embodiments, and without departing substantially from spirit of the invention or In the case where essential characteristic, the present invention can be realized in other specific forms.Therefore, in all respects, should all incite somebody to action Embodiment regards exemplary as, and is non-limiting, the scope of the present invention by appended claims rather than on state Bright restriction, it is intended that including all changes that fall within the meaning and scope of the equivalent elements of the claims in the present invention It is interior.Any reference signs in the claims should not be construed as limiting the involved claims.
In addition, it should be understood that although this specification is described in terms of embodiments, but not each embodiment is only wrapped Containing an independent technical solution, this description of the specification is merely for the sake of clarity, and those skilled in the art should It considers the specification as a whole, the technical solutions in the various embodiments may also be suitably combined, forms those skilled in the art The other embodiments being understood that.

Claims (4)

1. one kind is towards the quick processing system of industrial scene large-scale production line multidimensional data, including shell (1) and computer (2), which is characterized in that the side of the shell (1) is fixedly installed with several output interfaces (4) and input interface (5), described The other side of shell (1) is fixedly installed with several reserved output interface (6) and reserved input interfaces (7), the output interface (4), it is mounted on connection indicator light (8) on input interface (5), reserved output interface (6) and reserved input interface (7), it is described It is fixedly installed on front side of shell (1) display screen (10), pacifies at the position on front side of the shell (1) in display screen (10) bottom Equipped with speech player (11), be equipped at the position on front side of the shell (1) in speech player (11) bottom operation by Key (9) is equipped with abnormal instruction at position corresponding with input interface (5) and reserved input interface (7) on front side of the shell (1) Lamp (12) is fixedly connected with power supply line (14) on rear side of the shell (1), and multidimensional data point is built-in in the computer (2) Analysis system (3) and multi-dimensional database (13), it is described towards the quick processing system of industrial scene large-scale production line multidimensional data Realize that steps are as follows:
Step 1: data acquisition;Firstly, power supply line (14) is connected to external power supply, then by the control of each section of production line System processed is connect with each input interface (5) respectively, and after successful connection, connection indicator light (8) thereon is lighted, by computer (2) phases such as the time data in acquisition control system, product data, organization of production data, process data and production information data Data are closed, the control computer that output interface (4) is connected to the entire production line are subjected to result output, after successful connection, thereon Connection indicator light (8) light, pass through operation button (9) start whole system;
Step 2: data classification;Computer (2) classifies collected data, same category of to be divided into one group;
Step 3: data prediction;Then the data after classification are carried out unified format conversion by computer (2), are converted into The same type of data format that multi-Dimensional Data Analytical System (3) needs, in order to which multi-Dimensional Data Analytical System (3) can be faster The analysis processing of speed;
Step 4: data monitoring;During data acquisition, if there is data exception, such as empty data etc., computer (2) it controls corresponding abnormal indicator light (12) to light, and controls speech player (11) and carry out related voice prompt, refer to extremely Show lamp (12) with connect indicator light (8) be linkage, abnormal indicator light (12) only connection indicator light (8) work normally premise Under work, then issue and prompt to the control computer of the entire production line, avoid shortage of data etc. abnormal to multidimensional data point The data processed result of analysis system (3) impacts;
Step 5: data processing and storage management;Multi-Dimensional Data Analytical System (3) handles data, is then stored in multidimensional Database (13);
Step 6: data output;After data processing is good, computer (2) passes through the control meter of output interface (4) to the entire production line Calculation machine sends processing result.
2. it is according to claim 1 a kind of towards the quick processing system of industrial scene large-scale production line multidimensional data, It is characterized in that, one end of the power supply line (14) is connected with plug.
3. it is according to claim 1 a kind of towards the quick processing system of industrial scene large-scale production line multidimensional data, Be characterized in that, the power supply line (14) by power supply circuit respectively with computer (2), connect indicator light (8), operation button (9), Display screen (10), speech player (11) and abnormal indicator light (12) are electrically connected.
4. it is according to claim 1 a kind of towards the quick processing system of industrial scene large-scale production line multidimensional data, Be characterized in that, the computer (2) by electric wire respectively with output interface (4), input interface (5), reserved output interface (6), Reserved input interface (7), connection indicator light (8), operation button (9), display screen (10), speech player (11) and abnormal instruction Lamp (12) is electrically connected.
CN201910099954.5A 2019-01-31 2019-01-31 One kind is towards the quick processing system of industrial scene large-scale production line multidimensional data Pending CN109782722A (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201910099954.5A CN109782722A (en) 2019-01-31 2019-01-31 One kind is towards the quick processing system of industrial scene large-scale production line multidimensional data

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201910099954.5A CN109782722A (en) 2019-01-31 2019-01-31 One kind is towards the quick processing system of industrial scene large-scale production line multidimensional data

Publications (1)

Publication Number Publication Date
CN109782722A true CN109782722A (en) 2019-05-21

Family

ID=66503969

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201910099954.5A Pending CN109782722A (en) 2019-01-31 2019-01-31 One kind is towards the quick processing system of industrial scene large-scale production line multidimensional data

Country Status (1)

Country Link
CN (1) CN109782722A (en)

Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN115116385A (en) * 2022-08-29 2022-09-27 深圳市绿源半导体技术有限公司 Display system, display device thereof and display control method
CN116224901A (en) * 2023-05-09 2023-06-06 深圳市汇辰自动化技术有限公司 PLC controller communication method and system based on Ethernet

Citations (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
BR9901635A (en) * 1999-05-24 2001-01-09 Valcir Amaral De Filho Azevedo Security facility for micrographic documentation center and electronic data processing
CA2410048A1 (en) * 2002-11-20 2004-05-20 Francois Castelnerac Process enabling agencies and organizations, individually or as part of a cluster of services, to obtain information from their clients in the context of providing a complete, integrated electronic service, without having to convert their existing (paper or electronic) forms
CN101452450A (en) * 2007-11-30 2009-06-10 上海市电力公司 Multiple source data conversion service method and apparatus thereof
CN102222285A (en) * 2011-06-28 2011-10-19 用友软件股份有限公司 Multi-dimensional data linkage computing device and multi-dimensional data linkage computing method
CN104155899A (en) * 2014-08-07 2014-11-19 成都信鑫信息技术有限公司 Monitoring and managing system and method for processing position environment and equipment operation state
CN104168148A (en) * 2014-05-04 2014-11-26 杭州立地信息技术有限公司 Multi-interface data collecting device and method
CN205378008U (en) * 2016-03-09 2016-07-06 杨生龙 Big data acquisition and processing apparatus
CN107092701A (en) * 2017-05-02 2017-08-25 山东浪潮通软信息科技有限公司 The data processing method and device of a kind of Multidimensional Data Model
CN107239499A (en) * 2017-05-03 2017-10-10 成都国腾实业集团有限公司 Analysis method and system based on multidimensional heterogeneous data sources integration and Integrated Models
CN108563770A (en) * 2018-04-20 2018-09-21 南京邮电大学 A kind of KPI and various dimensions network data cleaning method based on scene

Patent Citations (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
BR9901635A (en) * 1999-05-24 2001-01-09 Valcir Amaral De Filho Azevedo Security facility for micrographic documentation center and electronic data processing
CA2410048A1 (en) * 2002-11-20 2004-05-20 Francois Castelnerac Process enabling agencies and organizations, individually or as part of a cluster of services, to obtain information from their clients in the context of providing a complete, integrated electronic service, without having to convert their existing (paper or electronic) forms
CN101452450A (en) * 2007-11-30 2009-06-10 上海市电力公司 Multiple source data conversion service method and apparatus thereof
CN102222285A (en) * 2011-06-28 2011-10-19 用友软件股份有限公司 Multi-dimensional data linkage computing device and multi-dimensional data linkage computing method
CN104168148A (en) * 2014-05-04 2014-11-26 杭州立地信息技术有限公司 Multi-interface data collecting device and method
CN104155899A (en) * 2014-08-07 2014-11-19 成都信鑫信息技术有限公司 Monitoring and managing system and method for processing position environment and equipment operation state
CN205378008U (en) * 2016-03-09 2016-07-06 杨生龙 Big data acquisition and processing apparatus
CN107092701A (en) * 2017-05-02 2017-08-25 山东浪潮通软信息科技有限公司 The data processing method and device of a kind of Multidimensional Data Model
CN107239499A (en) * 2017-05-03 2017-10-10 成都国腾实业集团有限公司 Analysis method and system based on multidimensional heterogeneous data sources integration and Integrated Models
CN108563770A (en) * 2018-04-20 2018-09-21 南京邮电大学 A kind of KPI and various dimensions network data cleaning method based on scene

Cited By (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN115116385A (en) * 2022-08-29 2022-09-27 深圳市绿源半导体技术有限公司 Display system, display device thereof and display control method
CN115116385B (en) * 2022-08-29 2023-08-22 深圳市绿源半导体技术有限公司 Display system and display control method thereof
CN116224901A (en) * 2023-05-09 2023-06-06 深圳市汇辰自动化技术有限公司 PLC controller communication method and system based on Ethernet

Similar Documents

Publication Publication Date Title
CN202614876U (en) Integrated device of electric energy quality monitoring and fault recording
CN105791028A (en) Monitoring method, server and system of server cluster
CN109782722A (en) One kind is towards the quick processing system of industrial scene large-scale production line multidimensional data
CN104008465A (en) Switching operation ticket safety execution system
CN105719195A (en) Gradual-type expressing method and system for intelligent-substation event sequence analysis
CN102114336A (en) Wireless event scoring system
CN107091985A (en) Asynchronous Motor Rotor-Bar Fault diagnostic system and method
CN203882342U (en) Back brake operation order safe execution system
CN102984013A (en) Alarm analysis method for communication transmission network
CN103390035A (en) Intelligent warning signal type matching method based on regular expressions
CN206258853U (en) A kind of database monitoring device
CN115665018A (en) Universal energy storage BMS protocol configurable debugging device and method
CN202661348U (en) SF6 gas density transmitter
CN104408583A (en) Intelligent decision and analysis system for electric energy
CN202466183U (en) Voice alarm system for lace dyeing machine
CN108646090A (en) ammeter and ammeter control system
CN114710398A (en) Abnormal accident alarm device for information system
CN207557362U (en) A kind of full production cycle automatic test device of distribution terminal
CN202084136U (en) Remote network monitoring system of electric fire monitoring detector
CN203798992U (en) Fault monitoring device for microcomputer direct-current system
CN206132917U (en) Power cable partial discharge monitoring device
CN103001215B (en) Power grid load forewarning management method
CN101907874A (en) Method and system for additionally mounting abnormal alarm on product screw and monitoring alarm terminal
CN112669170A (en) Intelligent energy saving method and system
CN112131852A (en) Converter station fault report automatic generation method and device, electronic equipment and storage medium

Legal Events

Date Code Title Description
PB01 Publication
PB01 Publication
SE01 Entry into force of request for substantive examination
SE01 Entry into force of request for substantive examination
RJ01 Rejection of invention patent application after publication

Application publication date: 20190521

RJ01 Rejection of invention patent application after publication