CN110377137A - Power capacity management system and management method based on PDU monitoring - Google Patents

Power capacity management system and management method based on PDU monitoring Download PDF

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Publication number
CN110377137A
CN110377137A CN201910614179.2A CN201910614179A CN110377137A CN 110377137 A CN110377137 A CN 110377137A CN 201910614179 A CN201910614179 A CN 201910614179A CN 110377137 A CN110377137 A CN 110377137A
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China
Prior art keywords
data
power distribution
monitoring
distribution unit
server
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CN201910614179.2A
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Chinese (zh)
Inventor
汤德富
梁志铭
李罗成
黄启宏
陈英兰
吴倩萍
林奎
郑敏之
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Guangdong Huabao Data Co Ltd
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Guangdong Huabao Data Co Ltd
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Priority to CN201910614179.2A priority Critical patent/CN110377137A/en
Publication of CN110377137A publication Critical patent/CN110377137A/en
Pending legal-status Critical Current

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    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F1/00Details not covered by groups G06F3/00 - G06F13/00 and G06F21/00
    • G06F1/26Power supply means, e.g. regulation thereof
    • G06F1/28Supervision thereof, e.g. detecting power-supply failure by out of limits supervision
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F11/00Error detection; Error correction; Monitoring
    • G06F11/30Monitoring
    • G06F11/3058Monitoring arrangements for monitoring environmental properties or parameters of the computing system or of the computing system component, e.g. monitoring of power, currents, temperature, humidity, position, vibrations
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F11/00Error detection; Error correction; Monitoring
    • G06F11/30Monitoring
    • G06F11/32Monitoring with visual or acoustical indication of the functioning of the machine
    • G06F11/324Display of status information
    • G06F11/327Alarm or error message display
    • 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
    • Y02DCLIMATE CHANGE MITIGATION TECHNOLOGIES IN INFORMATION AND COMMUNICATION TECHNOLOGIES [ICT], I.E. INFORMATION AND COMMUNICATION TECHNOLOGIES AIMING AT THE REDUCTION OF THEIR OWN ENERGY USE
    • Y02D10/00Energy efficient computing, e.g. low power processors, power management or thermal management

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  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Quality & Reliability (AREA)
  • Computing Systems (AREA)
  • Remote Monitoring And Control Of Power-Distribution Networks (AREA)

Abstract

The present invention provides a kind of power capacity management system and management method based on PDU monitoring, and wherein system includes: data acquisition server, is disposed for acquiring data from multiple power distribution units;Data storage device is disposed for storing data acquisition server data collected;And monitoring server, it is disposed for executing corresponding policer operation according to the data that the data storage device stores.Monitoring management system through the invention, construct efficient power distribution unit monitoring management system, it can effectively monitor the real time execution power with all kinds of information technoloy equipments in statistical data center, actual power based on all kinds of information technoloy equipments calculate data center machine room can restocking equipment, the electricity usage rate that computer room is improved while ensuring computer room Electrical Safety, realizes the fine-grained management of data center machine room power capacity.

Description

Power capacity management system and management method based on PDU monitoring
Technical field
This invention relates generally to the technical fields of data center's O&M monitoring management.More particularly it relates to intelligence The monitoring management system and method for energy power distribution unit (PDU).
Background technique
Power distribution unit (" pdu ") monitoring system is used primarily in the pdu infrastructure prison of the ranges such as data center, computer room Control.Current pdu infrastructure O&M is also still using backward O&M mode.For example, now many pdu infrastructure numbers According to acquisition, be all based on the mode of manual inspection, inefficiency is easy error simultaneously.
Secondly, some infrastructure producers provide the data information that corresponding device systems can be used in the system of checking, But the data of each manufacturer's acquisition do not do centralized management and corresponding analysis processing, as without statistical analysis, do not alerted Without docking WorkForm System etc., data do not play its maximum value for analysis, alarm.In addition, O&M is also brought along largely The investment of manpower and material resources, and this also results in no small expense for enterprise.
Due to the effective monitoring of not no pdu, when device fails, it is difficult to determine the root of failure, and such as voltage, The stability of electric current, the temperature and humidity of computer room can all directly affect the stability of equipment.In addition, the resource of computer room is without maximum The use of change also results in the waste of resource, increases cost.For example, first cabinet of each row and cabinet usually all exist on a power Limit, but many equipment do not use sufficiently on the space of cabinet and in the use of power resource now, and lead to the situation The reason of be that no data monitoring provides support.Existing data center machine room power capacity management has the disadvantage that
1, data center does not use intelligent PDU, can not acquire the electric power data of each jack (or equipment power module);
2, some manufacturers provide corresponding device systems can be used for checking the inside data information, but each manufacturer acquisition Data do not do centralized management and corresponding analysis processing, do not dock without statistical analysis, without alert analysis, alarm such as WorkForm System etc., data do not play maximum value;
3, the electric power resource of computer room reduces data center's entirety not maximumlly using the waste for causing power capacity The utilization rate of resource, increases operation cost;If first cabinet of each row, cabinet can all have a power online, many equipment are in machine now Cabinet is spatially used in the use of power resource there is no abundant, and reason is that no data monitoring provides support;
With " depleted " of the planned capacity of individual data central power, but actual electric power resource utilization rate may It is less than 50%, the power capacity management that electric power data monitoring and analysis based on intelligent PDU are refined can be solved effectively Planned capacity " depleted " and the relatively low problem of instream factor.
Summary of the invention
To provide the power capacity management effectively based on PDU monitoring, above-mentioned one existing in the prior art is overcome Or multiple defects, the present invention provides a kind of power capacity management systems and method based on PDU monitoring.
In an aspect, the present invention provides a kind of monitoring system of power distribution unit, comprising: data acquisition service Device is disposed for acquiring data from multiple power distribution units;Data storage device is disposed for the data Acquisition server data collected are stored;And monitoring server, it is disposed for storing dress according to the data The data for setting storage execute corresponding policer operation.
In one embodiment, wherein the data acquired include one or more in following: the power distribution The realtime power of each jack of unit;The real-time voltage of each jack of the power distribution unit;The power distribution list The real-time current of each jack of member;Real-time total voltage in the power distribution unit operation;The power distribution unit behaviour Real-time total current in work;Real-time general power in the power distribution unit operation;In the power distribution unit operation Real time temperature;And the real-time humidity in the power distribution unit operation.
In yet another embodiment, wherein the data storage device is configured to receive the finger of the monitoring server It enables, the data of acquisition are executed with one or more operations in backup, modification, deletion or inquiry.
In another embodiment, wherein the monitoring server be configured to it is one or more in following for executing Operation: the data stored in the data storage device are inquired;Show the detailed data of power distribution unit;And display power supply The statistical data of allocation unit.
In yet another embodiment, monitoring system of the invention further includes headend equipment, is disposed for executing following In one or more operations: receive the Various types of data from the monitoring server to provide visualization display;And it receives User's input is to be updated the power distribution unit by the monitoring server or attended operation;And it receives from institute State all kinds of warning information of monitoring server push.
In another embodiment, monitoring system of the invention further includes WorkForm System, is configured to according to the alarm Information generates corresponding work order, so as to timely handling failure.
In yet another embodiment, wherein data acquisition server is disposed for periodically from multiple power distribution lists Member acquisition data.
In another aspect, the present invention provides a kind of method for being monitored to power distribution unit, comprising: makes Data are acquired from multiple power distribution units with data acquisition server;Using data storage device to the data acquisition service Device data collected are stored;And the data stored using monitoring server according to the data storage device are executed Corresponding policer operation.
In one embodiment, method of the invention further include executed using the monitoring server one in following or Multi-mode operation: the data stored in the data storage device are inquired;Show the detailed data of power distribution unit;And display The statistical data of power distribution unit.
In yet another embodiment, further include the one or more operations executed using headend equipment in following: receiving and From the Various types of data of the monitoring server to provide visualization display;And user's input is received to pass through the monitoring service Device is updated to the power distribution unit or attended operation;And receive all kinds of alarms pushed from the monitoring server Information.
Although not further describing herein, it is to be appreciated that the above method of the invention can also include executing aforementioned Monitoring system and its multiple embodiments described in one or more operation the step of.In addition, those skilled in the art according to The teachings of the present invention, it is contemplated that by suitable modifications or changes, one or more embodiments of the invention can be fitted When combination or merging, to realize further technical solution.
Monitoring system and method through the invention can be with by constructing efficient power distribution unit monitoring system The operation and management level of information resources is effectively improved, ensures that server is stable, improves the service efficiency of computer room, supervise in real time It surveys the stability of server and improves the treatment effeciency of failure by Real-time Alarm, the stabilization of safeguards system is effective.
Detailed description of the invention
By read be provided by way of example only and with reference to attached drawing carry out being described below, be better understood with the present invention and Its advantage, in which:
Fig. 1 is the simplified block diagram for showing the power capacity management system according to an embodiment of the present invention based on PDU monitoring;
Fig. 2 is the detailed diagram for showing the power capacity management system according to an embodiment of the present invention based on PDU monitoring;With And
Fig. 3 is another detailed frame for showing the power capacity management system according to an embodiment of the present invention based on PDU monitoring Figure.
Specific embodiment
Power capacity management system according to an embodiment of the present invention based on PDU monitoring can be used for data center, computer room PDU and the equipment operation parameters of electric power such as power monitoring.By monitoring PDU and the in succession all types of numbers of the equipment of PDU jack According to, such as data of power, voltage, electric current, temperature and humidity etc., and using the result that the data analysis statistical of acquisition goes out come Support equipment runs monitoring function, equipment validity monitoring function, equipment alarm function, the data center machine room power system of power The functions such as function, machine room humiture monitoring are counted, maximize the use value of data, while avoiding the waste of computer room electric power resource.
In the present embodiment, the PDU in the application is the electric power for referring to acquire each jack (or equipment power module) The power distribution unit of data.For example, the parameters such as supply voltage, supply voltage frequency, every road output electric current can be monitored.
Technical solution of the present invention is specifically described below in conjunction with attached drawing.
Fig. 1 is the simplified block diagram for showing PDU monitoring system according to an embodiment of the present invention.As shown in Figure 1, the monitoring system It mainly include data acquisition server 101, data storage device 102, monitoring server 103.In one embodiment, data are adopted Collection server 101 is disposed for acquiring data from multiple PDU, and the data acquired herein may include one of the following or more : the realtime power of each jack of PDU;The real-time voltage of each jack of PDU;The real-time current of each jack of PDU; Real-time total voltage in PDU operation;Real-time total current in PDU operation;Real-time general power in PDU operation;In PDU operation Real time temperature;And the real-time humidity in PDU operation.
In one embodiment, data acquisition server 101 can periodically acquire above-mentioned multiple types from multiple PDU Data.The fixed cycle operator can be the data acquisition for the fixed duration that the daily set time starts, can also be with one The time span of fixed intervals executes the acquisitions of data.In another embodiment, in order to guarantee the normal operation of system simultaneously Overcome potential delay machine or failure risk, two-node cluster hot backup can also be carried out to data acquisition server, thus in primary server When breaking down, system can switch seamlessly to protect the continuity and integrality of data acquisition from server.Due to this Invention executes the timing acquiring of data using data acquisition server, also overcomes manual inspection mode, thus also significantly Improve data locality efficiency.
In operation, data acquisition server can periodically initiate to request, and be assisted by Simple Network Management Protocol (snmp) It discusses to acquire the data of corresponding object identifier (oid), which goes out equipment and its corresponding state.For example, when setting When for being a certain temperature sensor, which goes out the temperature of the temperature sensor and its measurement.Then, it can will collect Various types of data be stored in data storage device 102.In one embodiment, which includes database, example Such as Mysql database.
In one embodiment, monitoring server 103 can be configured for the data stored according to data storage device Execute corresponding policer operation.For example, monitoring server can carry out data statistic analysis, statement analysis to collected data With the analysis of resource service condition, and various types of warning information are formed when needed.In another embodiment, it monitors Server can also form the instruction for being directed to data storage device, so as to the data being stored at data storage device Execute the operation of one of backup, modification, deletion or inquiry.
It can also include headend equipment for the ease of the participation or management of user in monitoring management system of the invention 105, it is connect with monitoring server and based on the interaction with monitoring server, it can be in the display page of headend equipment 105 The letter such as upper offer detailed data (such as intelligence PDU configuration information), data statistic analysis, report messages and resource service condition Breath, provides data supporting and guarantee for reasonable distribution resource use.In addition, warning information can also be pushed to by monitoring server Pc page end, real-time informing operation maintenance personnel, quick positioning failure.In one embodiment, monitoring system of the invention can be with Including WorkForm System, can be docked with warning information, so that it can be immediately generated corresponding work order when receiving alarm, Timely processing so as to engineering maintenance personnel to failure.
Corresponding with the monitoring system of fig. 1 above, technical solution of the present invention can also be additionally provide for intelligence The method that PDU is monitored comprising: Usage data collection server acquires data from multiple power distribution units;Use number Data acquisition server data collected are stored according to storage device;And using monitoring server come according to institute The data for stating data storage device storage execute corresponding policer operation.In one embodiment, method of the invention further includes One or more operations in following are executed using the monitoring server: inquiring the number stored in the data storage device According to;Show the detailed data of power distribution unit;And the statistical data of display power distribution unit is (for example, cabinet is whole Maximum power, the minimum power of cabinet entirety, the mean power of cabinet entirety, the whole maximum power of equipment, equipment it is whole The minimum power of body, the whole mean power of equipment, the whole maximum power of computer room, computer room whole minimum power, The whole mean power etc. of computer room).In yet another embodiment, further include executed using headend equipment one in following or Multi-mode operation: the Various types of data from the monitoring server is received to provide visualization display;And receive user input with The power distribution unit is updated by the monitoring server or attended operation;And it receives from the monitoring service All kinds of warning information of device push.
Monitoring system and method through the invention can be with by constructing efficient power distribution unit monitoring system The operation and management level of information resources is effectively improved, ensures that server is stable, improves the service efficiency of computer room, supervise in real time It surveys the stability of server and improves the treatment effeciency of failure by Real-time Alarm, the stabilization of safeguards system is effective.
Fig. 2 is the detailed diagram for showing PDU monitoring system according to an embodiment of the present invention.As shown in Fig. 2, use of the invention Include data acquisition server 201 in the monitoring system of PDU, can be configured to acquire data by the timing of snmp agreement, And it imported into database 202.Database 202 can be based on (its prison that can be above-mentioned combination Fig. 1 description of web server 203 Control a kind of materialization form of server) instruction come backup or the cleaning etc. that carry out data.As shown in Figure 2, web server 203 can inquire database information, display PDU detailed data, statistical data, offer report capability, alarm function etc., and energy Enough interacted by front end pc webpage with the user at headend equipment.
In one embodiment, front end pc webpage provides detailed data, data statistic analysis, report messages and resource and uses feelings The information such as condition provide data supporting and guarantee for the reasonable distribution utilization of resources.In another embodiment, web server 203 can To generate warning information based on collected data, and pc page end is pushed it to, so as to real-time informing operation maintenance personnel, Realize rapidly fault location.In yet another embodiment, warning information can also dock WorkForm System, be generated by it work order, So as to the timely handling failure of operator.In one embodiment, the offer of front end pc webpage can also based on user authentication and Successfully offer later is provided.
Fig. 3 is another detailed diagram for showing PDU monitoring system according to an embodiment of the present invention.As shown in figure 3, the monitoring System includes PDU acquisition server 301, is communicatedly connect with interchanger 303.Interchanger 303 passes through ethernet communication technology The PDU on multiple cabinets is connected, by multiple PDU configuration in the same local area network.As previously mentioned, communication in this way Connection, intelligent PDU acquisition server 301 periodically can execute data acquisition to PDU, and by collected various data It is transferred to database 302.In one embodiment, PDU data acquisition server connects database 302 by other network interface card, The data of acquisition are stored in database.
Database 302 is connected to PDU centralized monitoring system server 304 also by communication connection and (is equivalent to Fig. 1 and figure Monitoring server in 2).As shown in Figure 3, which can be by being connected to the network all kinds of headend equipments, including hand Machine/tablet computer, PC computer or large-screen display, so that user can realize the friendship of data by headend equipment and the server Mutually, to complete to be monitored the operating parameter of PDU and the various kinds of equipment connecting with PDU.
At headend equipment, such as can be with display data head center and each floor equipment in the homepage of headend equipment Power, voltage or electric current service condition;Show temperature and humidity warning information, plant capacity, electric current warning information, PDU warning information, The resource of each floor uses the information such as accounting.
In order to keep validity, stability and the convenience of operation, the solution of the present invention can also provide following all kinds of Management:
1, user management: the functions of modules mainly includes user management and rights management;
(1) user management: increasing including department, delete, modification, inquiry, and the increase of job information deletion, is modified, looked into Inquiry and increase, deletion, modification, the inquiry of user.
(2) permission controls.
2, PDU is managed: the functions of modules mainly includes PDU information configuration, PDU statistical information, PDU details;
(1) PDU information configuration: increasing, delete, modifying or the information of inquiry PDU;
(2) power, electric current, the voltage service condition etc. of PDU PDU statistical information: are counted according to scope of statistics;
(3) PDU details: the parameters index of PDU is listed in detail.
3, equipment management: the functions of modules mainly includes facility information configuration, device statistics information, equipment details;
(1) facility information configures: additions and deletions change the information for looking into equipment;
(2) power, the electric current, voltage service condition of equipment device statistics information: are counted according to scope of statistics;
(3) equipment details: the parameters index of equipment is listed in detail.
In one embodiment, the comparison of data can also be carried out.For example, may be selected multiple range statistics, PDU statistics, The information of device statistics is compared, to obtain historical empirical data.
In a kind of possible embodiment, the present invention can be of the invention to construct by following hardware configuration lists 1 PDU monitoring system.It will be appreciated that following configuration parameter is only illustratively and not restrictive those skilled in the art Member's introduction according to the present invention can take suitable hardware, software and communication protocol to realize the solution of the present invention.
Table 1
Under based on hardware configuration as above, it may be considered that following Technology Selection:
1, PDU data acquires: being based on java application program, regularly sends snmp agreement acquisition PDU information using quartz;
2, PDU Centralized Monitoring server: back-end web servers are mainly realized using spring boot;
3, the front end PDU shows system: including front end pc webpage, front end frame mainly uses node+vue+elementUi real It is existing.
PDU centralized monitoring system of the invention is following the overall principle of " Centralized Monitoring, centralized maintenance, centralized management " On the basis of, the system that ensure that has systematicness, practicability, high efficiency, scalability and technical advanced, normalization And safety.From the point of view of the arrangement angles of equipment, the configuration of equipment is allowed to have scalable and dynamic smoothing extended capability, led to The configuration crossing system framework and servicing accordingly, the needs of finishing service and variation;From the perspective of implementation, system architecture exists On open application support system, it is easy to extend, makes system that there is good expandability.
In addition, the rule of architecture may be implemented in PDU centralized monitoring system of the invention for standard and normalization Generalized, the standardization of interface, the standardization of workflow, while guaranteeing managing for system hardware and software platform and system itself Property.In addition, the PDU centralized monitoring system provides intuitive, easy-to-use make for system manager from the point of view of practicability and high efficiency With interface and tool, the mode of operation that Operation and Maintenance is simple, management is friendly is provided.In terms of safety, it can support good Authentication and authorization make all kinds of functions have the security mechanism of perfect access mandate, support the safety between a component Transmission.
In other examples, monitoring method of the invention can by computer-readable recording medium to calculate Machine readable code embodies.Computer readable recording medium includes all kinds of the data that storage can be interpreted by computer system The recording medium of class.The recording medium for example can include but is not limited to read-only memory (ROM, " Read Only Memory "), random access memory (RAM, " Random Access Memory "), disk, disk, CD, flash memory etc..Into One step, these computer-readable recording mediums can pass through communication network (including computer communication network, cellular communications networks Or local field communication network) propagate or spread between each communication entity, to can also be run by arbitrary mode The computer-readable instruction or computer-executable code being stored on computer readable storage medium.
Although the mode that the present invention is implemented is as above, the content is implementation that is of the invention for ease of understanding and using Example, the range and application scenarios being not intended to limit the invention.Technical staff in any technical field of the present invention, not Be detached from disclosed herein spirit and scope under the premise of, can make in the formal and details of implementation any modification with Variation, but scope of patent protection of the invention, still should be subject to the scope of the claims as defined in the appended claims.

Claims (10)

1. a kind of power capacity management system based on PDU monitoring includes:
Data acquisition server is disposed for acquiring data from multiple power distribution units;
Data storage device is disposed for storing data acquisition server data collected;And
Monitoring server is disposed for executing corresponding policer operation according to the data that the data storage device stores.
2. monitoring system according to claim 1, wherein the data acquired include one or more in following:
The realtime power of each jack of the power distribution unit;
The real-time voltage of each jack of the power distribution unit;
The real-time current of each jack of the power distribution unit;
Real-time total voltage in the power distribution unit operation;
Real-time total current in the power distribution unit operation;
Real-time general power in the power distribution unit operation;
Real time temperature in the power distribution unit operation;And
Real-time humidity in the power distribution unit operation.
3. monitoring system according to claim 1, wherein the data storage device is configured to receive the monitoring clothes The instruction of business device, the data of acquisition are executed with one or more operations in backup, modification, deletion or inquiry.
4. monitoring system according to claim 1, wherein the monitoring server is configured to for executing in following One or more operations:
Inquire the data stored in the data storage device;
Show the detailed data of power distribution unit;And
Show the statistical data of power distribution unit.
5. monitoring system according to claim 4 further includes headend equipment, it is disposed for executing one in following Or multi-mode operation:
The Various types of data from the monitoring server is received to provide visualization display;And
Receive the operation the power distribution unit is updated or be safeguarded by the monitoring server of user's input; And
Receive all kinds of warning information pushed from the monitoring server.
6. monitoring system according to claim 5 further includes WorkForm System, it is configured to be generated according to the warning information Corresponding work order, so as to timely handling failure.
7. monitoring system according to claim 5, wherein data acquisition server is disposed for periodically from multiple Power distribution unit acquires data.
8. a kind of power capacity management method based on PDU monitoring, comprising:
Usage data collection server acquires data from multiple power distribution units;
Data acquisition server data collected are stored using data storage device;And
The data stored using monitoring server according to the data storage device execute corresponding policer operation.
9. according to the method described in claim 8, including the one or more behaviour executed using the monitoring server in following Make:
Inquire the data stored in the data storage device;
Show the detailed data of power distribution unit;And
Show the statistical data of power distribution unit.
10. according to the method described in claim 9, further including the one or more operations executed using headend equipment in following:
The Various types of data from the monitoring server is received to provide visualization display;And
User's input is received to be updated by the monitoring server to the power distribution unit or attended operation;And Receive all kinds of warning information pushed from the monitoring server.
CN201910614179.2A 2019-07-09 2019-07-09 Power capacity management system and management method based on PDU monitoring Pending CN110377137A (en)

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CN107332122A (en) * 2017-08-29 2017-11-07 郑州云海信息技术有限公司 A kind of data center's rack and data center's electric power system and method
CN208424404U (en) * 2018-08-13 2019-01-22 北京天地祥云科技有限公司 Multizone data center computer room Centralized Monitoring management system

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CN104350389A (en) * 2012-03-23 2015-02-11 服务器技术股份有限公司 Power usage monitoring of power feed circuits using power distribution units
CN103793852A (en) * 2012-10-31 2014-05-14 国际商业机器公司 Method, system and device for power distribution management
CN206542427U (en) * 2017-03-15 2017-10-03 厦门科灿信息技术有限公司 A kind of data center module monitoring device and system
CN107332122A (en) * 2017-08-29 2017-11-07 郑州云海信息技术有限公司 A kind of data center's rack and data center's electric power system and method
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CN113254311A (en) * 2021-05-31 2021-08-13 广州衡昊数据科技有限公司 Monitoring system and monitoring method of distributed power supply system
CN113254311B (en) * 2021-05-31 2022-12-13 广州衡昊数据科技有限公司 Monitoring system and monitoring method of distributed power supply system

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Application publication date: 20191025