KR20120111376A - Realtime and intelligent management system for devices - Google Patents
Realtime and intelligent management system for devices Download PDFInfo
- Publication number
- KR20120111376A KR20120111376A KR1020110029809A KR20110029809A KR20120111376A KR 20120111376 A KR20120111376 A KR 20120111376A KR 1020110029809 A KR1020110029809 A KR 1020110029809A KR 20110029809 A KR20110029809 A KR 20110029809A KR 20120111376 A KR20120111376 A KR 20120111376A
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- maintenance
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L41/00—Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks
- H04L41/02—Standardisation; Integration
- H04L41/024—Standardisation; Integration using relational databases for representation of network management data, e.g. managing via structured query language [SQL]
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L43/00—Arrangements for monitoring or testing data switching networks
- H04L43/08—Monitoring or testing based on specific metrics, e.g. QoS, energy consumption or environmental parameters
- H04L43/0805—Monitoring or testing based on specific metrics, e.g. QoS, energy consumption or environmental parameters by checking availability
- H04L43/0817—Monitoring or testing based on specific metrics, e.g. QoS, energy consumption or environmental parameters by checking availability by checking functioning
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- Computer Networks & Wireless Communication (AREA)
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- Databases & Information Systems (AREA)
- Environmental & Geological Engineering (AREA)
- Management, Administration, Business Operations System, And Electronic Commerce (AREA)
Abstract
Description
The present invention relates to a real-time intelligent equipment maintenance management system, and more particularly, to a real-time intelligent equipment maintenance management system for supporting the rapid maintenance of the equipment through real-time monitoring of the equipment.
It is not easy to monitor the abnormality in real time with a dedicated equipment repair and maintenance department for equipment failure or equipment maintenance. Accordingly, various remote maintenance systems have been proposed that entrust a third party to use a communication network such as the Internet.
Representative remote maintenance system is a system that regularly measures the operating data of the equipment used by the client side, the maintenance company receives the operation data via the Internet to determine whether there is an abnormality and notify the client. This type of remote maintenance system has the advantage of reducing the number of personnel dispatch for inspection of equipment.
However, since the conventional remote maintenance system only determines whether there is an abnormality of the current equipment and cannot predict an abnormality occurring in the future, the current abnormal situation can be quickly detected, but it is difficult to prevent the loss. In addition, even if the system indicates the possibility of anomalies in the future, it is not possible to specify in detail what kind of preventive action is needed.
On the other hand, repaired parts should be stored in consideration of the life of the parts in use, and inventory management is not easy considering this, there is an inefficiency to reserve a large number of parts in preparation for the worst situation.
An object of the present invention for solving the above problems is to provide a real-time intelligent equipment maintenance management system that can respond appropriately and promptly when the need of maintenance occurs by systematically managing the maintenance history of the equipment.
One aspect of the present invention for achieving the above object, the integrated equipment situation control system for controlling the situation of the equipment and the status of the maintenance target equipment in connection with the maintenance information database in which maintenance information is stored for each equipment Equipment monitoring device for real-time monitoring of the equipment, based on the maintenance information for the equipment stored in the maintenance information database and the equipment situation control information received from the integrated equipment situation control system, Operation status display unit to display the operation status of the device, maintenance information display unit to display the maintenance information of the equipment, monitor whether to determine the abnormality of the equipment based on the operation status of the equipment, in the case of abnormality, the processing to refer to the maintenance information And a result processing unit Provide intelligent equipment monitoring device.
Here, the maintenance information of the equipment includes a maintenance-related contact, and when the monitoring result processing unit determines that the equipment is abnormal, the operation state of the equipment is abnormal by referring to the maintenance-related contact information for the equipment. Characterized in that.
Here, the maintenance information of the equipment further includes a maintenance schedule and final maintenance information, the maintenance information display unit shows a maintenance scheduled date based on the maintenance information of the equipment, the monitoring result processing unit is If the scheduled maintenance date of the equipment arrives within a certain period of time, the maintenance-related contact point for the equipment is characterized in that it informs that the scheduled maintenance date for the equipment has arrived.
Here, the operation state display unit displays the operation state in a specific color and generates a specific warning sound when the operation state of the equipment is abnormal, and the maintenance information display unit when the scheduled maintenance date for the equipment arrives within a certain period of time. The maintenance date is characterized by displaying in a specific color.
Here, the information linkage is connected to the equipment maintenance management device for managing the maintenance history for the maintenance equipment, and delivers the real-time operation status and real-time maintenance information for each maintenance equipment to the equipment maintenance management device. It further comprises.
Here, the intelligent device monitoring device is characterized in that performed using a web browser.
Another aspect of the present invention for achieving the above object is a monitoring device for monitoring the maintenance target equipment in real time and each of the received from the monitoring device in connection with the maintenance information database in which maintenance information for each equipment is stored Provides an equipment maintenance management device comprising a check history management unit for managing the periodic inspection and emergency inspection history for each maintenance target equipment, based on the real-time operation status and real-time maintenance information for the maintenance equipment. .
Here, the failure history management unit for managing the failure history for each maintenance target equipment is characterized in that it further comprises.
The apparatus may further include a statistical analysis unit which performs statistical analysis on the maintenance history for each maintenance target device.
The apparatus may further include a service level manager configured to manage the maintenance service level for each maintenance target device.
The apparatus may further include an equipment maintenance resource management unit for managing at least one piece of information including parts supply information, maintenance manpower information, maintenance performance information, and maintenance education information for the maintenance target equipment.
Here, the parts supply information includes price information of parts of equipment by period, parts life by equipment by period, parts grade by equipment by period, parts order by equipment by period, parts acquisition and supply history by equipment by period, and parts by equipment by period. And at least one of supply information details.
Here, the maintenance manpower information is maintenance personnel information for each equipment, hardware equipment maintenance specialist information, software maintenance specialist information, security equipment maintenance specialist information, special equipment maintenance specialist information, network equipment maintenance It is characterized by including at least one piece of information on the maintenance professional personnel.
Here, the maintenance performance information is at least one of information on the results compared to the supply plan by period equipment, operation rate information by period equipment, failure rate information by period equipment, maintenance effect information by period equipment, maintenance performance indicator information by period equipment It is characterized by including the information.
Here, the maintenance training information is characterized by including the maintenance training program information and maintenance training performance information for each field by stage.
Another aspect of the present invention for achieving the above object is a real-time intelligent equipment maintenance management system that is connected to the integrated equipment situation control system for controlling the situation of the equipment in real time to monitor and manage the maintenance target equipment in real time, In the maintenance information database in which maintenance information for each equipment is stored, the status control information including the status information and location information of each maintenance target equipment received from the integrated equipment status control system, and the maintenance information database. The monitoring device for monitoring the status of each maintenance target device in real time based on the stored equipment maintenance information, and the monitoring result of the monitoring device and the equipment maintenance information stored in the maintenance information database in connection with the monitoring device. Provides a real-time intelligent equipment maintenance management system comprising a equipment maintenance management device for managing the maintenance history and inspection history for the equipment as a basis.
Here, the real-time intelligent equipment maintenance management system is characterized in that the equipment / asset supply and replacement plan is linked with the management system, the equipment supply and replacement plan is stored in the maintenance information database.
Here, the real-time intelligent equipment maintenance management system is associated with the equipment introduction real-time management system, characterized in that the information including the equipment introduction and installation information is stored in the maintenance information database.
In this case, the real-time intelligent equipment maintenance management system is linked to an external institution linkage system such as equipment manufacturers, characterized in that the information including equipment manufacturer information, introduction equipment specification / history information is stored in the maintenance information database.
In the case of using the real-time intelligent equipment maintenance management system according to the present invention as described above, and maintenance-related information on the maintenance history of the equipment, supply of the equipment, maintenance personnel and the like while monitoring the equipment operation status and maintenance status in real time and In addition, it is possible not only to take appropriate action immediately when a maintenance need situation occurs in connection with it, but also have an advantage of taking a proactive measure in anticipation of possible future maintenance needs.
1 is a conceptual diagram schematically showing a real-time intelligent equipment maintenance management system according to an embodiment of the present invention.
2 is a conceptual diagram schematically illustrating a connection relationship between components and components of a device monitoring apparatus according to an embodiment of the present invention.
3 is a conceptual diagram schematically illustrating a connection relationship between components and components of a device maintenance management apparatus according to an embodiment of the present invention.
4 is a conceptual diagram schematically showing a real-time intelligent equipment maintenance management system according to another embodiment of the present invention.
5 is a conceptual diagram schematically showing a periodic / preventive emergency check history management unit according to another embodiment of the present invention.
6 is a conceptual diagram schematically showing a failure history management unit according to another embodiment of the present invention.
7 is a conceptual view schematically showing a maintenance history statistical analysis management unit according to another embodiment of the present invention.
8 is a conceptual view schematically showing a maintenance SLA management unit according to another embodiment of the present invention.
9 is a conceptual view schematically showing a parts supply management unit according to another embodiment of the present invention.
10 is a conceptual view schematically showing a maintenance manpower management unit according to another embodiment of the present invention.
11 is a conceptual diagram schematically showing a maintenance training and performance management unit according to another embodiment of the present invention.
12 is a conceptual diagram schematically showing a real-time intelligent equipment monitoring apparatus according to another embodiment of the present invention.
13 is a conceptual diagram schematically showing an integrated equipment real-time situation control linkage unit according to another embodiment of the present invention.
14 is a conceptual diagram schematically showing an equipment introduction real-time management linkage unit according to another embodiment of the present invention.
15 is a conceptual diagram schematically showing an equipment / asset supply / replacement plan management unit according to another embodiment of the present invention.
16 is a conceptual diagram schematically showing an external engine linkage unit such as an equipment manufacturer according to another embodiment of the present invention.
17 is a conceptual diagram schematically illustrating an input / output and a search unit according to another embodiment of the present invention.
18 is a conceptual diagram schematically showing a configuration of a real-time intelligent maintenance management system full screen according to another embodiment of the present invention.
19 is a conceptual diagram schematically illustrating a screen configuration of a failure history management unit according to another embodiment of the present invention.
20 is a conceptual diagram illustrating a maintenance information database schema according to another embodiment of the present invention.
While the invention is susceptible to various modifications and alternative forms, specific embodiments thereof are shown by way of example in the drawings and will herein be described in detail. It should be understood, however, that the invention is not intended to be limited to the particular embodiments, but includes all modifications, equivalents, and alternatives falling within the spirit and scope of the invention. Like reference numerals are used for like elements in describing each drawing.
The terms first, second, A, B, etc. may be used to describe various elements, but the elements should not be limited by the terms. The terms are used only for the purpose of distinguishing one component from another. For example, without departing from the scope of the present invention, the first component may be referred to as a second component, and similarly, the second component may also be referred to as a first component. And / or < / RTI > includes any combination of a plurality of related listed items or any of a plurality of related listed items.
When a component is referred to as being "connected" or "connected" to another component, it may be directly connected to or connected to that other component, but it may be understood that other components may be present in between. Should be. On the other hand, when an element is referred to as being "directly connected" or "directly connected" to another element, it should be understood that there are no other elements in between.
The terminology used herein is for the purpose of describing particular example embodiments only and is not intended to be limiting of the present invention. Singular expressions include plural expressions unless the context clearly indicates otherwise. In this application, the terms "comprise" or "have" are intended to indicate that there is a feature, number, step, operation, component, part, or combination thereof described in the specification, and one or more other features. It is to be understood that the present invention does not exclude the possibility of the presence or the addition of numbers, steps, operations, components, components, or a combination thereof.
Unless defined otherwise, all terms used herein, including technical or scientific terms, have the same meaning as commonly understood by one of ordinary skill in the art. Terms such as those defined in the commonly used dictionaries should be construed as having meanings consistent with the meanings in the context of the related art and shall not be construed in ideal or excessively formal meanings unless expressly defined in this application. Do not.
The present invention enables to take immediate action in the event of an abnormal situation while monitoring the operation status and maintenance status of the equipment to be maintained in real time, while maintaining the maintenance history and related information, information on the procurement plan or maintenance date of the parts It is a system that predicts possible future maintenance situation by providing.
The real-time intelligent equipment maintenance management system according to the present invention is largely divided into two aspects and the equipment maintenance management to manage the history and analysis information of the device and equipment maintenance monitoring equipment operation and maintenance status of the equipment in real time Device. It also works in real time with a database where maintenance-related information is stored and an external system associated with equipment maintenance.
Each component of the real-time intelligent equipment maintenance management system according to the present invention may be remotely connected on a network to operate in a client server environment, and may be operated through a web browser through the Internet.
Hereinafter, the schematic configuration of the real-time intelligent equipment maintenance management system according to an embodiment of the present invention and the relationship between the components will be described, and each detailed configuration of each component, that is, the equipment monitoring device and the equipment maintenance management device, will be described. This will be described.
Hereinafter, preferred embodiments according to the present invention will be described in detail with reference to the accompanying drawings.
Work of a real-time intelligent equipment maintenance management system Example
1 is a conceptual diagram schematically showing a real-time intelligent equipment maintenance management system according to an embodiment of the present invention.
Referring to FIG. 1, the real-time intelligent equipment
In addition, referring to Figure 1, the real-time intelligent equipment
Referring to Figure 1, the real-time intelligent equipment
The real-time intelligent equipment maintenance management system is a system that monitors and manages the equipment to be maintained in real time in connection with an integrated equipment situation control system that integrally controls the equipment status. The
The
The equipment
The equipment introduction real
The equipment / asset supply and replacement
The external
Hereinafter, detailed configurations of each of the
1) Equipment monitoring device
2 is a conceptual diagram schematically illustrating a connection relationship between components and components of a device monitoring apparatus according to an embodiment of the present invention.
2, the
In addition, referring to Figure 2 the
Referring to Figure 2 the
The
The operation
The maintenance
The
In addition, the monitoring
The
2) Equipment maintenance management device
3 is a conceptual diagram schematically illustrating a connection relationship between components and components of a device maintenance management apparatus according to an embodiment of the present invention.
Referring to Figure 3 the equipment
In addition, referring to Figure 3 it can be seen that the equipment
Referring to Figure 3 the equipment
The inspection
Failure
Maintenance history
The
The maintenance
On the other hand, maintenance manpower information includes equipment maintenance specialists, hardware equipment maintenance specialists, software maintenance specialists, security equipment maintenance specialists, special equipment maintenance specialists, and network equipment maintenance specialists. It may include personnel information and the like.
The maintenance performance information may include information on the results of supply plans by period equipment, operation rate information by period equipment, failure rate information by period equipment, maintenance effect information by period equipment, and maintenance performance indicator information by period equipment. .
Maintenance training information may include maintenance training program information and maintenance training performance information by sector for each equipment.
Other real-time intelligent equipment maintenance management system Example
Hereinafter, a more detailed configuration of another embodiment according to the real-time intelligent equipment maintenance management system of the present invention will be described.
4 is a conceptual diagram schematically showing a real-time intelligent equipment maintenance management system according to another embodiment of the present invention.
4, the real-time intelligent equipment
Equipment
The real-time external
1) Detailed composition of equipment maintenance management device
5 is a conceptual diagram schematically showing a periodic / preventive emergency check history management unit according to another embodiment of the present invention.
Referring to FIG. 5, the periodic / preventive emergency check
6 is a conceptual diagram schematically showing a failure history management unit according to another embodiment of the present invention.
Referring to Figure 6 the failure
7 is a conceptual view schematically showing a maintenance history statistical analysis management unit according to another embodiment of the present invention.
Referring to Figure 7, the maintenance history statistics
8 is a conceptual view schematically showing a maintenance SLA management unit according to another embodiment of the present invention.
Referring to Figure 8 maintenance
9 is a conceptual view schematically showing a parts supply management unit according to another embodiment of the present invention.
Referring to FIG. 9, the component
10 is a conceptual view schematically showing a maintenance manpower management unit according to another embodiment of the present invention.
Referring to Figure 10 maintenance
11 is a conceptual diagram schematically showing a maintenance training and a performance management unit according to another embodiment of the present invention.
11, the maintenance training and
2) Configuration of equipment monitoring device
12 is a conceptual diagram schematically showing a real-time intelligent equipment monitoring apparatus according to another embodiment of the present invention.
12, the real-time intelligent
3) Detailed configuration of real-time external system linkage device
13 is a conceptual diagram schematically showing an integrated equipment real-time situation control linkage unit according to another embodiment of the present invention.
Referring to FIG. 13, the integrated device real-time situation control information linking unit according to another embodiment of the present invention may include an integrated situation control
14 is a conceptual diagram schematically showing an equipment introduction real-time management linkage unit according to another embodiment of the present invention.
14, the equipment introduction real-time
15 is a conceptual diagram schematically showing an equipment / asset supply / replacement plan management unit according to another embodiment of the present invention.
Referring to Figure 15, the equipment / asset supply / replacement
16 is a conceptual diagram schematically showing an external engine linkage unit such as an equipment manufacturer according to another embodiment of the present invention.
Referring to FIG. 16, an external
17 is a conceptual diagram schematically illustrating an input / output and a search unit according to another embodiment of the present invention.
Referring to FIG. 17, an input / output and
4) Configuration of User Interface
18 is a conceptual diagram schematically showing a configuration of a real-time intelligent maintenance management system full screen according to another embodiment of the present invention.
Referring to FIG. 18, the
19 is a conceptual diagram schematically illustrating a screen configuration of a failure history management unit according to another embodiment of the present invention.
Referring to FIG. 19, the screen of the failure
5) Maintenance Information Database Schema
20 is a conceptual diagram illustrating a maintenance information database schema according to another embodiment of the present invention.
Referring to FIG. 20, the
In addition, the equipment maintenance history statistical analysis management table (703), which consists of fields such as equipment code, equipment name, manufacturer name, manufacturer contact number, failure stage, failure part, cause of failure, and troubleshooting contents, equipment code, equipment name, Equipment maintenance SLA management table consisting of fields such as manufacturer name, manufacturer contact number, year of introduction, number and contents of equipment dormant faults, number and contents of equipment duplication faults, number and contents of security violations, equipment utilization rate, and equipment failure rate (704) It includes the equipment maintenance performance management table portion 705 consisting of, equipment code, equipment name, manufacturer name, manufacturer contact, introduction year, maintenance performance rate, equipment supply / replacement plan reflection rate items.
In addition, the equipment maintenance manpower table consists of fields such as equipment code, equipment name, manufacturer name, manufacturer contact number, year of introduction, equipment installation location, equipment maintenance person name / affiliate company name / contact / majority / maintenance experience, etc. (706) and equipment code, equipment name, manufacturer name, manufacturer contact, year of introduction, part name, name of the equipment used, part function, number of parts secured, part manufacturer, part price, part life, number of parts used, name of the person in charge of parts An equipment parts supply management table 707 is configured with fields such as / company name / contact name.
It will be apparent to those skilled in the art that various modifications and variations can be made in the present invention without departing from the spirit or scope of the present invention as defined by the following claims It can be understood that
Claims (19)
For each of the maintenance target equipment, based on the maintenance information on the equipment stored in the maintenance information database and the equipment situation control information received from the integrated equipment situation control system,
An operation state display unit displaying an operation state of the equipment;
A maintenance information display unit showing maintenance information of the equipment;
And a monitoring result processor configured to determine whether or not the equipment is abnormal based on the operation state of the equipment, and to process the system by referring to the maintenance information.
The maintenance information of the equipment includes a maintenance-related contact point, and if the monitoring result processing unit determines that the equipment is abnormal, it indicates that the operation state of the equipment is abnormal by referring to the maintenance-related contacts for the equipment. Intelligent equipment monitoring device.
The maintenance information of the equipment further includes a maintenance schedule and final maintenance information,
The maintenance information display unit shows the scheduled maintenance date based on the maintenance information of the equipment,
The monitoring result processing unit, when the scheduled maintenance date of the equipment arrives within a certain period of time, by referring to the maintenance-related contact point for the equipment, the intelligent equipment monitoring device, characterized in that the arrival of the scheduled maintenance date for the equipment has arrived. .
The operation state display unit displays the operation state in a specific color and generates a specific warning sound when the operation state of the equipment is abnormal,
And the maintenance information display unit displays the scheduled maintenance date in a specific color when the scheduled maintenance date for the equipment arrives within a predetermined period.
It is connected to the equipment maintenance management device for managing the maintenance history for the maintenance equipment, and further includes an information linkage for transmitting the real-time operation status and real-time maintenance information for each maintenance equipment to the equipment maintenance management device. Intelligent equipment monitoring device, characterized in that.
The intelligent device monitoring apparatus is performed using a web browser.
Equipment maintenance management device further comprises a failure history management unit for managing the failure history for each maintenance target equipment.
Equipment maintenance management device further comprises a statistical analysis unit for performing a statistical analysis on the maintenance history for each maintenance target equipment.
Equipment maintenance management device further comprises a service level management unit for managing the maintenance service level for each maintenance target equipment.
Equipment maintenance characterized in that it further comprises an equipment maintenance resource management unit for managing at least one of the information, such as parts supply information, maintenance personnel information, maintenance performance information and maintenance training information for the maintenance target equipment; Management device.
The parts supply information includes price information of parts by equipment by period, parts life by equipment by period, parts grade by equipment by period, parts order by equipment by period, parts acquisition and supply history by equipment by period, parts demand and supply by equipment by period. Equipment maintenance management device comprising at least one of the information history.
The maintenance manpower information includes equipment maintenance specialists, hardware equipment maintenance specialists, software maintenance specialists, security equipment maintenance specialists, special equipment maintenance specialists, network equipment maintenance specialists Equipment maintenance management device comprising at least one information of the personnel information.
The maintenance performance information includes at least one of information on the results of supply plan comparison by period equipment, operation rate information by period equipment, failure rate information by period equipment, maintenance effect information by period equipment, and maintenance performance indicator information by period equipment. Equipment maintenance management device comprising a.
The maintenance training information equipment maintenance management device, characterized in that it comprises a maintenance training program information and maintenance training performance information for each field by stage.
A maintenance information database in which maintenance information for each equipment is stored;
Of the respective maintenance target devices based on the situation control information including the status information and the position information of each maintenance target device received from the integrated equipment situation control system and the equipment maintenance information stored in the maintenance information database. A monitoring device for monitoring the status in real time; And
And a device maintenance management device for managing a maintenance history and inspection history of the device based on the monitoring result of the monitoring device and the equipment maintenance information stored in the maintenance information database in connection with the monitoring device. Real-time intelligent equipment maintenance management system.
The real-time intelligent equipment maintenance management system is associated with the management system of the equipment / asset supply and replacement plan, the equipment supply and replacement plan is stored in the maintenance information database.
The real-time intelligent equipment maintenance management system is associated with the equipment introduction real-time management system, real-time intelligent equipment maintenance management system, characterized in that the information including equipment introduction and installation information is stored in the maintenance information database.
The real-time intelligent equipment maintenance management system is linked to an external institution linkage system such as an equipment manufacturer, so that information including equipment manufacturer information and introduced equipment standard / history information is stored in the maintenance information database. Maintenance management system.
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KR1020110029809A KR20120111376A (en) | 2011-03-31 | 2011-03-31 | Realtime and intelligent management system for devices |
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KR1020110029809A KR20120111376A (en) | 2011-03-31 | 2011-03-31 | Realtime and intelligent management system for devices |
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Cited By (10)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
KR20140086641A (en) * | 2012-12-28 | 2014-07-08 | 엘에스산전 주식회사 | Smart energy management system and smart energy management method using the system |
KR101426525B1 (en) * | 2014-05-07 | 2014-08-08 | (유)남양기술단 | System for monitoring substation device |
KR20160137300A (en) * | 2015-05-22 | 2016-11-30 | 한국과학기술원 | State prediction method and apparatus for railway system components based on historic data clustering |
KR101960324B1 (en) * | 2018-07-11 | 2019-03-20 | 주식회사 두원전자통신 | Integration Remote Equipment Managing System |
CN109508884A (en) * | 2018-11-14 | 2019-03-22 | 武汉万安智能技术有限公司 | A kind of manufacturing information MES system |
CN109802871A (en) * | 2019-03-04 | 2019-05-24 | 佛山大鱼智能家居科技有限公司 | The control method of intelligent safety and defence system |
KR102454164B1 (en) * | 2022-07-18 | 2022-10-12 | 성다일 | Server Equipment Maintenance Method |
WO2023033474A1 (en) * | 2021-09-06 | 2023-03-09 | 주식회사 한화 | Semiconductor deposition system and operation method thereof |
CN116224816A (en) * | 2023-03-14 | 2023-06-06 | 深圳感臻智能股份有限公司 | Cloud platform diagnosis test method and system for smart home |
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2011
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Cited By (11)
Publication number | Priority date | Publication date | Assignee | Title |
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KR20140086641A (en) * | 2012-12-28 | 2014-07-08 | 엘에스산전 주식회사 | Smart energy management system and smart energy management method using the system |
KR101426525B1 (en) * | 2014-05-07 | 2014-08-08 | (유)남양기술단 | System for monitoring substation device |
KR20160137300A (en) * | 2015-05-22 | 2016-11-30 | 한국과학기술원 | State prediction method and apparatus for railway system components based on historic data clustering |
KR101960324B1 (en) * | 2018-07-11 | 2019-03-20 | 주식회사 두원전자통신 | Integration Remote Equipment Managing System |
CN109508884A (en) * | 2018-11-14 | 2019-03-22 | 武汉万安智能技术有限公司 | A kind of manufacturing information MES system |
CN109802871A (en) * | 2019-03-04 | 2019-05-24 | 佛山大鱼智能家居科技有限公司 | The control method of intelligent safety and defence system |
WO2023033474A1 (en) * | 2021-09-06 | 2023-03-09 | 주식회사 한화 | Semiconductor deposition system and operation method thereof |
KR20230035803A (en) * | 2021-09-06 | 2023-03-14 | 주식회사 한화 | Semiconductor deposition system and operation method of the same |
KR102454164B1 (en) * | 2022-07-18 | 2022-10-12 | 성다일 | Server Equipment Maintenance Method |
CN116224816A (en) * | 2023-03-14 | 2023-06-06 | 深圳感臻智能股份有限公司 | Cloud platform diagnosis test method and system for smart home |
CN116224816B (en) * | 2023-03-14 | 2024-05-28 | 深圳感臻智能股份有限公司 | Cloud platform diagnosis test method and system for smart home |
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