CN113766354A - Intelligent management and control system for machine room equipment - Google Patents

Intelligent management and control system for machine room equipment Download PDF

Info

Publication number
CN113766354A
CN113766354A CN202110649677.8A CN202110649677A CN113766354A CN 113766354 A CN113766354 A CN 113766354A CN 202110649677 A CN202110649677 A CN 202110649677A CN 113766354 A CN113766354 A CN 113766354A
Authority
CN
China
Prior art keywords
server
inspection
information
machine room
data
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
CN202110649677.8A
Other languages
Chinese (zh)
Inventor
韩磊
杜明
吴磊
袁中琛
赵玉新
郑骁麟
黄潇潇
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.)
State Grid Corp of China SGCC
State Grid Tianjin Electric Power Co Ltd
Electric Power Research Institute of State Grid Tianjin Electric Power Co Ltd
Original Assignee
State Grid Corp of China SGCC
State Grid Tianjin Electric Power Co Ltd
Electric Power Research Institute of State Grid Tianjin Electric Power Co Ltd
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 State Grid Corp of China SGCC, State Grid Tianjin Electric Power Co Ltd, Electric Power Research Institute of State Grid Tianjin Electric Power Co Ltd filed Critical State Grid Corp of China SGCC
Priority to CN202110649677.8A priority Critical patent/CN113766354A/en
Publication of CN113766354A publication Critical patent/CN113766354A/en
Pending legal-status Critical Current

Links

Images

Classifications

    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04QSELECTING
    • H04Q9/00Arrangements in telecontrol or telemetry systems for selectively calling a substation from a main station, in which substation desired apparatus is selected for applying a control signal thereto or for obtaining measured values therefrom
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F11/00Error detection; Error correction; Monitoring
    • G06F11/30Monitoring
    • G06F11/3003Monitoring arrangements specially adapted to the computing system or computing system component being monitored
    • G06F11/3006Monitoring arrangements specially adapted to the computing system or computing system component being monitored where the computing system is distributed, e.g. networked systems, clusters, multiprocessor systems
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F11/00Error detection; Error correction; Monitoring
    • G06F11/30Monitoring
    • G06F11/3089Monitoring arrangements determined by the means or processing involved in sensing the monitored data, e.g. interfaces, connectors, sensors, probes, agents
    • G06F11/3093Configuration details thereof, e.g. installation, enabling, spatial arrangement of the probes
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06KGRAPHICAL DATA READING; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
    • G06K17/00Methods or arrangements for effecting co-operative working between equipments covered by two or more of main groups G06K1/00 - G06K15/00, e.g. automatic card files incorporating conveying and reading operations
    • GPHYSICS
    • G07CHECKING-DEVICES
    • G07CTIME OR ATTENDANCE REGISTERS; REGISTERING OR INDICATING THE WORKING OF MACHINES; GENERATING RANDOM NUMBERS; VOTING OR LOTTERY APPARATUS; ARRANGEMENTS, SYSTEMS OR APPARATUS FOR CHECKING NOT PROVIDED FOR ELSEWHERE
    • G07C1/00Registering, indicating or recording the time of events or elapsed time, e.g. time-recorders for work people
    • G07C1/20Checking timed patrols, e.g. of watchman
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L67/00Network arrangements or protocols for supporting network services or applications
    • H04L67/01Protocols
    • H04L67/12Protocols specially adapted for proprietary or special-purpose networking environments, e.g. medical networks, sensor networks, networks in vehicles or remote metering networks
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04QSELECTING
    • H04Q2209/00Arrangements in telecontrol or telemetry systems
    • H04Q2209/20Arrangements in telecontrol or telemetry systems using a distributed architecture
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04QSELECTING
    • H04Q2209/00Arrangements in telecontrol or telemetry systems
    • H04Q2209/80Arrangements in the sub-station, i.e. sensing device

Landscapes

  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Computing Systems (AREA)
  • Quality & Reliability (AREA)
  • General Engineering & Computer Science (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Signal Processing (AREA)
  • Medical Informatics (AREA)
  • Mathematical Physics (AREA)
  • General Health & Medical Sciences (AREA)
  • Health & Medical Sciences (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)
  • Testing And Monitoring For Control Systems (AREA)

Abstract

The invention relates to an intelligent management and control system for machine room equipment, which comprises: the execution end comprises an inspection robot and is controlled in a machine room to periodically inspect the machine room according to a preset line; the local management system is used for managing and controlling the inspection robot at the execution end, sending an inspection instruction to the inspection robot according to inspection standards and requirements, and uploading inspection data; the cloud main control system issues routing inspection standards and requirements to the local management system, receives routing inspection data which are acquired by routing inspection of the routing inspection robot of the execution end according to routing inspection instructions and uploaded by the local management system, realizes online whole life cycle management of each server, and monitors the working state of each server by combining monitoring information of a networking sensor; the invention can realize efficient and accurate acquisition, input, tracking, inventory and statistics of the equipment in the machine room, greatly reduce the cost of operation and maintenance manpower and improve the utilization efficiency of the equipment in the machine room.

Description

Intelligent management and control system for machine room equipment
Technical Field
The invention belongs to the technical field of machine room operation and maintenance, and particularly relates to an intelligent management and control system for machine room equipment.
Background
The high-efficiency operation and maintenance of a large number of machine room devices in the power grid have important significance for improving the operation performance of power grid enterprises, improving the safe and stable operation level of the power grid and tamping the construction foundation of the intelligent power grid. In recent years, along with expansion of data center scale and rapid rise of labor cost, the importance of users on operation and maintenance of intelligent machine room equipment is increasing.
Through searching, no prior art publication which is the same as or similar to the present invention is found.
Disclosure of Invention
The invention aims to overcome the defects of the prior art, and provides an intelligent management and control system for machine room equipment, which can realize efficient and accurate acquisition, input, tracking, inventory and statistics of the machine room equipment, reduce the operation and maintenance labor cost and improve the utilization efficiency of the machine room equipment.
The invention solves the practical problem by adopting the following technical scheme:
the intelligent management and control system for the machine room equipment comprises:
the execution end comprises an inspection robot, is controlled in a machine room to periodically inspect the machine room according to a preset line, comprises the steps of inspecting a cabinet and servers in the cabinet, acquiring information of digital tags on the cabinet and the servers, acquiring monitoring information of an Internet of things sensor which is installed in the cabinet and used for monitoring the working state of the servers, acquiring image information of the cabinet and the servers in the machine room, and comprehensively identifying position information of the cabinet and the servers and working state information of each server;
the local management system is arranged in the machine room and used for managing and controlling the inspection robot at the execution end, sending an inspection instruction to the inspection robot according to inspection standards and requirements and uploading inspection data;
the cloud end master control system is used for managing and controlling at least one machine room, issuing inspection standards and requirements to the local management system, receiving inspection data which are uploaded by the local management system and acquired by an inspection robot of the execution end performing inspection according to an inspection instruction, processing inspection image data, performing U-bit-level server identification based on a deep learning technology, combining information of a digital tag, accurately identifying the servers, forming account information of the inspection corresponding to each server, and storing the account information in a server account information database; monitoring server account information data in real time, realizing on-line full life cycle management of each server, and simultaneously monitoring the working state of each server by combining the monitoring information of the internet-of-things sensor;
this high in clouds major control system still after obtaining the environment two-dimensional information that patrols and examines the robot and gather, combines three-dimensional modeling technique, to every whole environment in the computer lab, each rack and each inside server of rack carry out 3D and model to realize visual show.
And, the server account information includes a server number, shelving information, editing information, position replacement information, and discard termination information.
Moreover, the digital label adopts an RFID label, stores RFID label data, the RFID label data is in one-to-one correspondence with the data of the cabinet and/or the server, and the data of the cabinet and/or the server uniquely associated with the digital label data can be acquired through the RFID label data, so that the association relationship between the RFID and the cabinet and/or the server is realized.
Moreover, the inspection robot is provided with an information acquisition module which comprises a digital label reading module, an inspection image acquisition module and a server sensor information receiving module; the digital label reading module is used for acquiring the information of the digital labels on the cabinet and the server; the inspection image acquisition module is used for acquiring images of the cabinet and a server installed in the cabinet to realize inspection; the server sensor information receiving module is used for acquiring monitoring information of an internet of things sensor which is installed in the cabinet and used for monitoring the working state of the server.
And, patrol and examine the camera that image acquisition module is for can removing, install on a support that can go up and down and remove about, install the elevator on this support and can carry out horizontal migration's translation piece at the elevator surface, patrol and examine image acquisition module and install on the translation piece, and then carry out image acquisition to the server of installation in rack and the rack and realize patrolling and examining.
And after the server at a position is replaced and abandoned and the digital label on a new server is collected, when the cloud main control system identifies that the digital label corresponding to the server at the position is different from the previous digital label, the abandoned server data is automatically removed from the server account information data to the abandoned server data area for individual storage management, and the new server data is filled and supplemented.
The invention has the advantages and beneficial effects that:
the intelligent machine room equipment operation and maintenance system realizes intelligent machine room equipment operation and maintenance, can realize efficient and accurate machine room equipment acquisition, recording, tracking, inventory and statistics, greatly reduces the operation and maintenance labor cost, and improves the utilization efficiency of the machine room equipment.
Drawings
FIG. 1 is a schematic view of the inspection robot of the present invention;
description of reference numerals:
1-a patrol robot; 2-a scaffold; 3-lifting block; 4-a translation block; 5-a patrol image acquisition module; 6-a server; 7-cabinet.
Detailed Description
The embodiments of the invention will be described in further detail below with reference to the accompanying drawings:
the intelligent management and control system for the machine room equipment comprises:
the execution end comprises an inspection robot, is controlled in a machine room to periodically inspect the machine room according to a preset line, comprises the steps of inspecting a cabinet and servers in the cabinet, acquiring information of digital tags on the cabinet and the servers, acquiring monitoring information of an Internet of things sensor which is installed in the cabinet and used for monitoring the working state of the servers, acquiring image information of the cabinet and the servers in the machine room, and comprehensively identifying position information of the cabinet and the servers and working state information of each server;
the local management system is arranged in the machine room and used for managing and controlling the inspection robot at the execution end, sending an inspection instruction to the inspection robot according to inspection standards and requirements and uploading inspection data;
the cloud end master control system is used for managing and controlling at least one machine room, issuing inspection standards and requirements to the local management system, receiving inspection data which are uploaded by the local management system and acquired by an inspection robot of the execution end performing inspection according to an inspection instruction, processing inspection image data, performing U-bit-level server identification based on a deep learning technology, combining information of a digital tag, accurately identifying the servers, forming account information of the inspection corresponding to each server, and storing the account information in a server account information database; monitoring server account information data in real time, realizing on-line full life cycle management of each server, and simultaneously monitoring the working state of each server by combining the monitoring information of the internet-of-things sensor;
this high in clouds major control system still after obtaining the environment two-dimensional information that patrols and examines the robot and gather, combines three-dimensional modeling technique, to every whole environment in the computer lab, each rack and each inside server of rack carry out 3D and model to realize visual show.
In this embodiment, the viewing angle can be freely adjusted at any time by the 3D rendering technology, and the optimal browsing manner is selected, so as to obtain a better visual effect. The corresponding operations include plane view zooming, rotation, rolling, translation in a 3D environment, and the like. The interface has the advantages of visual display, convenience in operation, interactive friendliness, visual attractiveness and good resolution adaptability, and is suitable for large-screen presentation and display of a display and a mobile terminal screen.
In this embodiment, further, the machine room resource management can be performed based on the correlation of the equipment, resources and service information of the internet data center client machine room, and the existing resource management technology can be supplemented in a manner of performing resource management for indexes by using a networked data center resident client.
In this embodiment, can acquire the interface of high in the clouds equipment standing book information through research and development, patrol and examine and acquire equipment information and automatic update equipment standing book at the high in the clouds and track and will patrol and examine the result and send on the datamation, with regulation and control cloud data center monitored control system integration, realize the visual dynamic show of computer lab data center and equipment and to the panoramic management of computer lab equipment full life cycle.
In this embodiment, through the operation of patrolling and examining of robot, patrol and examine at every turn and can acquire the detailed information of current interior server of rack automatically and upload to regulation and control cloud platform in combination with current state of patrolling and examining, generate this machine account information of patrolling and examining of this server, save to server machine account information database for the monitoring. Therefore, the problems that due to the fact that the number of computer systems of a power grid machine room is increased day by day, environment equipment is increased day by day, meanwhile, the number of machine room equipment is large, the variety is complicated, and the traditional manual mode for managing equipment information has many defects, such as low efficiency, poor confidentiality and great difficulty in searching, updating and maintaining a large amount of files and data are solved.
In this embodiment, the internet of things sensor is arranged, and from the perspective of the internet of things, machine room equipment management based on internet of things monitoring is provided, so that powerful guarantee is provided for efficient management and safe operation of machine room equipment. Machine room equipment management is an important component of data center operations, and traditional equipment tracking tools, such as bar code scanning and spreadsheets, are labor intensive, error prone, and only as accurate as the last inventory. Modern "smarter" data centers require innovative equipment management and control solutions.
In this embodiment, can install various thing networking sensors in the rack, gather server operating condition to the realization is to the tracking management and control of server state. Such as an internet of things temperature sensor, an internet of things fault detection sensor, an internet of things humidity sensor, an internet of things environment sensor and the like.
The server account information comprises a server number, shelving information, editing and repairing information, position replacing information and abandonment termination information.
Therefore, comprehensive tracking and recording are carried out in the whole period of equipment management, and the information can be completely displayed in a cloud system.
The digital label adopts an RFID label, stores RFID label data, the RFID label data is in one-to-one correspondence with data of the cabinet and/or the server, and the data of the cabinet and/or the server uniquely associated with the digital label data can be acquired through the RFID label data, so that the association relationship between the RFID and the cabinet and/or the server is realized.
In this embodiment, various digital tags can be pasted on the outside of the cabinet and the server, so that the robot can accurately identify information of the cabinet and the server by acquiring information of the digital tags in the inspection process, preferably, the digital tags adopt RFID tags and store RFID tag data, the RFID tag data corresponds to data of the cabinet and/or the server one by one, and the data of the cabinet and/or the server uniquely associated with the RFID tag data can be acquired through the RFID tag data, so as to realize the association relationship between the RFID and the cabinet and/or the server.
In this embodiment, the RFID electronic tag can store information such as an SN number, an equipment model, an occupied U number, a rack number, address information, a data center where the equipment is located, a floor where the equipment is located, an equipment room where the equipment is located, a column where the equipment is located, MAC1, equipment description of the equipment room, a manufacturer, an equipment serial number of the equipment room, an equipment supplier of the equipment room, MAC2, a device type, an equipment life cycle of the equipment room, a maintenance cycle, a maintenance person in charge, a maintenance contact manner, a weight (KG), a power consumption (W), a rated current, a rated voltage, a first use time, inventory coding of the equipment room equipment, a last maintenance person, a next maintenance person, a last update time, a next update time, and the like of the equipment room equipment, and the data storage manner is an ASCII code.
The digital intelligent technology is deeply changing the existing operation and maintenance mode and operation and maintenance flow of the data center, and will completely release all the potentials of the data center. The development center of gravity of the global data center is shifting from large-scale construction to refined operation. In this embodiment, a deep learning technology such as a "neural network" is used to perform U-bit-level server identification on an image of a cabinet in a machine room acquired by a robot. The U-bit intelligent machine room equipment management function serves as one of standard functions, a complete flow control and accurate machine room equipment self-identification technology is provided for users, and the problem of machine room equipment management of a large-scale data center is solved. The system automatically detects and identifies equipment within the rack; the intelligent operation and maintenance system has the advantages of accurate positioning and high accuracy, and displays the current state and the deployment history by using a visual tool, thereby further effectively realizing the intelligent operation and maintenance of the equipment in the machine room.
By acquiring the equipment information, the equipment ledger tracking is automatically updated at the cloud, so that the online full-life-cycle management of the equipment in the equipment room is realized. Under the great trend of unattended operation of the machine room, along with the release of more intelligent technologies, the accurate and reliable U-level machine room equipment management technology is applied more and more in machine room equipment management of the machine room.
The inspection robot is provided with an information acquisition module which comprises a digital label reading module, an inspection image acquisition module and a server sensor information receiving module; the digital label reading module is used for acquiring the information of the digital labels on the cabinet and the server; the inspection image acquisition module is used for acquiring images of the cabinet and a server installed in the cabinet to realize inspection; the server sensor information receiving module is used for acquiring monitoring information of an internet of things sensor which is installed in the cabinet and used for monitoring the working state of the server.
In this embodiment, as shown in fig. 1, in order to achieve better data acquisition and accurate data acquisition, a mobile inspection image acquisition module 5, i.e. a mobile camera, is installed on a rack capable of being lifted and moved left and right, and includes a lifting block 3 installed on a bracket 2 and a translation block 4 capable of horizontally moving on the surface of the lifting block, the inspection image acquisition module 5 is installed on the translation block to achieve image acquisition on a cabinet 7 and a server 6 installed in the cabinet to achieve inspection, the camera is installed on the rack, and is driven to be lifted and moved left and right, after stopping at a predetermined acquisition position and being lifted to a corresponding height, uniform horizontal movement is simultaneously performed during image acquisition on a target object, and image acquisition is performed on the target object at the position during horizontal movement, the method and the device have the advantages that the continuous-time multiple images of the target object are collected at the position, the state of the target object is convenient to analyze and process at a later stage, the problem that in the prior art, the image data of the target object is wrong due to the fact that the image of the target object is collected at one moment is solved, noise data interference is prevented, if the target object is collected at a constant position only, the image is unclear or has interference due to the influence of a collection visual angle or other ambient light, and the indication condition of the indicator light cannot be accurately judged.
In this embodiment, after the server at a location is replaced and discarded and the digital tag on a new server is collected, when the cloud main control system recognizes that the digital tag corresponding to the server at the location is different from the previous digital tag, the discarded server data is automatically removed from the server account information data to the discarded server data area for individual storage management, and the discarded server data is filled and supplemented by the new server data.
The embodiment of the invention can also efficiently utilize the information of the equipment in the machine room, particularly the position information of the U-bit-level accurate equipment in the machine room, and effectively discover or solve the operation problem of the data center through a big data analysis technology, thereby improving the overall operation efficiency. If the working state of the server in one machine room or a plurality of machine rooms is analyzed and judged through big data, the network environment using the server or the plurality of servers or the working state of the data center are analyzed and judged, the working state and the problem of the data center can be found out through analyzing the working state of the server in the machine room or the plurality of machine rooms and combing the devices connected with the fault server in the upstream and the downstream, and the operation problem of the data center can be effectively found or solved in time.
In the embodiment of the invention, the intelligent management and control technology of the machine room equipment based on the cloud-end system is adopted, the service digitization of the machine room management operation and maintenance work is realized from the source end, the data aggregation is realized at the cloud end, and the requirements of data mining and other technologies on value mining and data value adding of the machine room basic data can be met.
The method has important significance for promoting the high-efficiency operation and maintenance and management of a large number of machine room equipment in the power grid to improve the operation performance of power grid enterprises, improve the safe and stable operation level of the power grid and tamp the construction foundation of the intelligent power grid.
It should be emphasized that the embodiments described herein are illustrative rather than restrictive, and thus the present invention is not limited to the embodiments described in the detailed description, but also includes other embodiments that can be derived from the technical solutions of the present invention by those skilled in the art.

Claims (6)

1. The utility model provides a computer lab equipment intellectuality management and control system which characterized in that: the method comprises the following steps:
the execution end comprises an inspection robot, is controlled in a machine room to periodically inspect the machine room according to a preset line, comprises the steps of inspecting a cabinet and servers in the cabinet, acquiring information of digital tags on the cabinet and the servers, acquiring monitoring information of an Internet of things sensor which is installed in the cabinet and used for monitoring the working state of the servers, acquiring image information of the cabinet and the servers in the machine room, and comprehensively identifying position information of the cabinet and the servers and working state information of each server;
the local management system is arranged in the machine room and used for managing and controlling the inspection robot at the execution end, sending an inspection instruction to the inspection robot according to inspection standards and requirements and uploading inspection data;
the cloud end master control system is used for managing and controlling at least one machine room, issuing inspection standards and requirements to the local management system, receiving inspection data which are uploaded by the local management system and acquired by an inspection robot of the execution end performing inspection according to an inspection instruction, processing inspection image data, performing U-bit-level server identification based on a deep learning technology, combining information of a digital tag, accurately identifying the servers, forming account information of the inspection corresponding to each server, and storing the account information in a server account information database; monitoring server account information data in real time, realizing on-line full life cycle management of each server, and simultaneously monitoring the working state of each server by combining the monitoring information of the internet-of-things sensor;
this high in clouds major control system still after obtaining the environment two-dimensional information that patrols and examines the robot and gather, combines three-dimensional modeling technique, to every whole environment in the computer lab, each rack and each inside server of rack carry out 3D and model to realize visual show.
2. The machine room equipment intelligent management and control system according to claim 1, wherein: the server account information comprises a server number, shelving information, editing and repairing information, position replacing information and abandonment termination information.
3. The machine room equipment intelligent management and control system according to claim 1, wherein: the digital label adopts an RFID label, stores RFID label data, the RFID label data is in one-to-one correspondence with data of the cabinet and/or the server, and the data of the cabinet and/or the server uniquely associated with the digital label data can be acquired through the RFID label data, so that the association relationship between the RFID and the cabinet and/or the server is realized.
4. The machine room equipment intelligent management and control system according to claim 1, wherein: the inspection robot is provided with an information acquisition module which comprises a digital label reading module, an inspection image acquisition module and a server sensor information receiving module; the digital label reading module is used for acquiring the information of the digital labels on the cabinet and the server; the inspection image acquisition module is used for acquiring images of the cabinet and a server installed in the cabinet to realize inspection; the server sensor information receiving module is used for acquiring monitoring information of an internet of things sensor which is installed in the cabinet and used for monitoring the working state of the server.
5. The machine room equipment intelligent management and control system according to claim 4, wherein: patrol and examine the camera that image acquisition module is for can removing, install on a support that can go up and down and control, install the elevator on this support and can carry out horizontal migration's translation piece at the elevator surface, patrol and examine image acquisition module and install on the translation piece, and then carry out image acquisition to the server of installation in rack and the rack and realize patrolling and examining.
6. The machine room equipment intelligent management and control system according to claim 1, wherein: after the server at a position is replaced and abandoned, and the digital label on a new server is collected, when the cloud main control system identifies that the digital label corresponding to the server at the position is different from the prior digital label, the abandoned server data is automatically removed from the server account information data to the abandoned server data area for independent storage management, and the new server data is filled and supplemented.
CN202110649677.8A 2021-06-10 2021-06-10 Intelligent management and control system for machine room equipment Pending CN113766354A (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN202110649677.8A CN113766354A (en) 2021-06-10 2021-06-10 Intelligent management and control system for machine room equipment

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN202110649677.8A CN113766354A (en) 2021-06-10 2021-06-10 Intelligent management and control system for machine room equipment

Publications (1)

Publication Number Publication Date
CN113766354A true CN113766354A (en) 2021-12-07

Family

ID=78787445

Family Applications (1)

Application Number Title Priority Date Filing Date
CN202110649677.8A Pending CN113766354A (en) 2021-06-10 2021-06-10 Intelligent management and control system for machine room equipment

Country Status (1)

Country Link
CN (1) CN113766354A (en)

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN116878581A (en) * 2023-07-26 2023-10-13 山东克莱默电子科技有限公司 Computer room environment monitoring device

Citations (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN1539124A (en) * 2001-08-07 2004-10-20 ŷķ����ʽ���� Information collection apparatus, informaton collection method, information collection program, recording medium containing information collection program, and information collection system
US20140029198A1 (en) * 2012-07-30 2014-01-30 Methode Electronics, Inc. Data center equipment cabinet information center
CN108241366A (en) * 2016-12-27 2018-07-03 ***通信有限公司研究院 A kind of mobile crusing robot and mobile cruising inspection system
CN109189056A (en) * 2017-06-29 2019-01-11 沈阳新松机器人自动化股份有限公司 A kind of IDC computer room O&M robot management system
CN110231061A (en) * 2019-06-24 2019-09-13 天津帕比特科技有限公司 A kind of data center's infrastructure management system based on robot
CN111798572A (en) * 2020-06-12 2020-10-20 广东电网有限责任公司揭阳供电局 Machine room virtual inspection method and system
CN111914002A (en) * 2020-08-11 2020-11-10 中国工商银行股份有限公司 Computer room resource information processing method and device and electronic equipment

Patent Citations (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN1539124A (en) * 2001-08-07 2004-10-20 ŷķ����ʽ���� Information collection apparatus, informaton collection method, information collection program, recording medium containing information collection program, and information collection system
US20140029198A1 (en) * 2012-07-30 2014-01-30 Methode Electronics, Inc. Data center equipment cabinet information center
CN108241366A (en) * 2016-12-27 2018-07-03 ***通信有限公司研究院 A kind of mobile crusing robot and mobile cruising inspection system
CN109189056A (en) * 2017-06-29 2019-01-11 沈阳新松机器人自动化股份有限公司 A kind of IDC computer room O&M robot management system
CN110231061A (en) * 2019-06-24 2019-09-13 天津帕比特科技有限公司 A kind of data center's infrastructure management system based on robot
CN111798572A (en) * 2020-06-12 2020-10-20 广东电网有限责任公司揭阳供电局 Machine room virtual inspection method and system
CN111914002A (en) * 2020-08-11 2020-11-10 中国工商银行股份有限公司 Computer room resource information processing method and device and electronic equipment

Non-Patent Citations (1)

* Cited by examiner, † Cited by third party
Title
崔壮;李栋华;刘彦君;康春婷;: "数据中心智能巡检机器人设计及关键技术研究", 电气时代 *

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN116878581A (en) * 2023-07-26 2023-10-13 山东克莱默电子科技有限公司 Computer room environment monitoring device

Similar Documents

Publication Publication Date Title
CN110865917A (en) AR technology-based electric power machine room inspection operation method, system and application
CN110728670A (en) Low-voltage equipment operation and maintenance method based on AR technology
CN110363878A (en) A kind of computer room method for inspecting based on image processing techniques
CN111798572B (en) Machine room virtual inspection method and system
CN104052631A (en) Equipment information collecting method, device and system
CN111525700A (en) Remote visual intelligent inspection system for transformer substation
CN109409732A (en) A kind of energy consumption management system and management method
CN101359223A (en) Automatic control system and method for laboratory instruments and equipments
CN111600297B (en) Online analysis method and device for operation data of power grid equipment under cloud-edge cooperation
CN114143220B (en) Real-time data visualization platform
CN113766354A (en) Intelligent management and control system for machine room equipment
CN108225439A (en) A kind of electronic communication environment monitoring system
CN114329719A (en) Data analysis method based on data visualization
CN112528742A (en) State checking method and device for transformer substation pressure plate
CN112766795B (en) Cloud processing-based pipe gallery intelligent information management method and system
CN115686280A (en) Deep learning model management system, method, computer device and storage medium
CN108806014A (en) A kind of remote computer machine room intelligent cruising inspection system based on cloud computer
CN102810211B (en) Flex-based residential district power distribution room maintainable panoramic 3D (three-dimensional) modeling method
CN115877993A (en) Three-dimensional view display method and device based on digital twins
CN103247087A (en) City distribution network graphical intelligent anti-misoperation system and method of system
CN112364684B (en) Machine room server state acquisition and three-dimensional management and control system and method thereof
CN114697569A (en) Information picture scaling method, terminal and system applied to power information system
CN113219897A (en) Cold and heat combined supply intelligent regulation and control system and method based on big data and artificial intelligence
CN113258678A (en) Intelligent power distribution cabinet fault first-aid repair system, method and device
CN113077421A (en) Sample obtaining and rapid labeling method with relatively fixed target state

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