CN107911255A - A kind of power grid energy consumption processing unit based on cloud computing system - Google Patents
A kind of power grid energy consumption processing unit based on cloud computing system Download PDFInfo
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- CN107911255A CN107911255A CN201711465071.9A CN201711465071A CN107911255A CN 107911255 A CN107911255 A CN 107911255A CN 201711465071 A CN201711465071 A CN 201711465071A CN 107911255 A CN107911255 A CN 107911255A
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L67/00—Network arrangements or protocols for supporting network services or applications
- H04L67/01—Protocols
- H04L67/10—Protocols in which an application is distributed across nodes in the network
- H04L67/1001—Protocols in which an application is distributed across nodes in the network for accessing one among a plurality of replicated servers
- H04L67/1004—Server selection for load balancing
- H04L67/1008—Server selection for load balancing based on parameters of servers, e.g. available memory or workload
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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
- H04L41/06—Management of faults, events, alarms or notifications
- H04L41/0654—Management of faults, events, alarms or notifications using network fault recovery
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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
- H04L41/14—Network analysis or design
- H04L41/147—Network analysis or design for predicting network behaviour
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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
- H04L41/22—Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks comprising specially adapted graphical user interfaces [GUI]
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L63/00—Network architectures or network communication protocols for network security
- H04L63/04—Network architectures or network communication protocols for network security for providing a confidential data exchange among entities communicating through data packet networks
- H04L63/0428—Network architectures or network communication protocols for network security for providing a confidential data exchange among entities communicating through data packet networks wherein the data content is protected, e.g. by encrypting or encapsulating the payload
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L67/00—Network arrangements or protocols for supporting network services or applications
- H04L67/01—Protocols
- H04L67/12—Protocols specially adapted for proprietary or special-purpose networking environments, e.g. medical networks, sensor networks, networks in vehicles or remote metering networks
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L67/00—Network arrangements or protocols for supporting network services or applications
- H04L67/50—Network services
- H04L67/56—Provisioning of proxy services
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Abstract
The invention discloses a kind of power grid energy consumption processing unit based on cloud computing system, including administration interface subsystem, management service subsystem, broker's subsystem and cloud computing administrative center；The present invention can make full use of the advantage of cloud computing platform, power grid energy consumption is focused on, effectively next stage power grid energy consumption is predicted, by setting cloud encrypting module, the encryption and decryption to data on virtual machine are realized, effectively increases the security of power grid energy consumption data in cloud computing system；Meanwhile by setting gui management interface, user easily and intuitively can control and monitor the operation of cloud computing system；The energy consumption of the convenient power grid of monitoring in time.
Description
Technical field
The present invention relates to field of cloud computer technology, is specially a kind of power grid energy consumption processing unit based on cloud computing system.
Background technology
Cloud computing（cloud computing）It is the increase, use and delivery mode of the related service based on internet, leads to
Often it is related to by internet to provide dynamic easily extension and the often resource of virtualization.Cloud is a kind of ratio of network, internet
Explain saying.Past often represents telecommunications network in figure with cloud, is also used for representing the pumping of internet and underlying infrastructure later
As.Therefore, cloud computing can even allow you to experience the operational capability of 10 trillion times per second, and possessing so powerful computing capability can
With simulated-nuclear explosion, Prediction of Climate Change and market trend.User accesses number by modes such as computer, notebook, mobile phones
According to center, computing is carried out by the demand of oneself.There are a variety of sayings to the definition of cloud computing.For on earth what be cloud computing, extremely
100 kinds of explanations can be found less.Well accepted at this stage is National Institute of Standards and Technology（NIST）Definition：Cloud meter
A kind of pattern by usage amount payment at last, this pattern provide network access available, easily, on demand, and entrance can match somebody with somebody
The computing resources shared pool put（Resource includes network, server, storage, application software, service）, these resources can be quick
There is provided, need to only put into seldom management work, or seldom interact is carried out with service supplier.In fact, many cloud computing portions
Administration dependent on computer cluster (but composition with grid, architecture, purpose, working method are far from each other), also absorb from
The characteristics of host computer and effectiveness calculate.By making calculating be distributed on substantial amounts of distributed computer, rather than local computer or
In remote server, the operation of enterprise data center will be more like with internet.This enable enterprise by resource switch to need
In the application wanted, computer and storage system are accessed according to demand.Like being to have turned to electricity from ancient separate unit generator mode
The pattern of factory's centrally connected power supply.It means that computing capability can also circulate as a kind of commodity, just as coal gas, water power one
Sample, takes conveniently, low-cost.Maximum difference is that it is transmitted by internet.The wide application of cloud computing
Prospect receives people and more and more payes attention to, and still, the safe cryptography issue of cloud computing can not solve always, seriously hinder
The further development of cloud computing.
So how to design a kind of power grid energy consumption processing unit based on cloud computing system, becoming us will currently solve
The problem of.
The content of the invention
The present invention provides a kind of power grid energy consumption processing unit based on cloud computing system, can make full use of cloud computing platform
Advantage, cloud computing convenient to carry out, by setting cloud encrypting module, realizes encryption and decryption to data on virtual machine,
Effectively increase the security of data in cloud computing system；Meanwhile by setting gui management interface, user can be conveniently directly perceived
Ground controls and the operation of monitoring cloud computing system；The multiple scheme samples stored in system memory module, for user easily
Call, reduce use difficulty of the cloud computing system for general staff, it can be ensured that proxy terminal occur communication abnormality or
It may continue in the case of network interruption using the system image of local side backup area and with using program and local side data field
Data and parameter, prevent the loss of user data and information under extreme case, can effectively solve in above-mentioned background technology
Problem.
To achieve the above object, the present invention provides following technical solution：
A kind of power grid energy consumption processing unit based on cloud computing system, the cloud computing system include administration interface subsystem, pipe
Manage service subsystem, broker's subsystem and cloud computing administrative center；The administration interface subsystem, for confirming power grid
Operating load quantity, reception confirm that power grid is currently running the energy consumption of each load, and by the load quantity and the energy consumption
It is sent to the management service subsystem, and the energy consumption of the display load data and each load；The management clothes
Business subsystem, for carrying out system total load calculating according to the energy consumption data of each load, and is realized to every on virtual machine
The energy consumption data of a load and the encryption and decryption of total load data；Broker's subsystem, for being taken according to the management
The control information of business subsystem, controls and gathers the operating status of the computer of the virtual machine and the operation virtual machine
Network analysis is carried out to the energy consumption of whole power grid；The cloud computing administrative center, easy to carry out maintenance and management to cloud computing, with
Energy consumption forecast analysis is carried out to power grid.
The power grid energy consumption processing unit based on cloud computing system, the management service subsystem include：Cloud management
Module and cloud encrypting module；The cloud management module connects administration interface subsystem, broker's subsystem and the cloud and adds
Close module, is used for realization the administration interface subsystem and each module, broker's subsystem in the management service subsystem
The control that load energy consumption data exchanges between system；The cloud encrypting module, for the control information according to the cloud management module
Realize the encryption and decryption to load energy consumption data on the virtual machine.
The power grid energy consumption processing unit based on cloud computing system, the cloud encrypting module include：Key and strategy
Manage submodule, file encryption submodule, file system encryption submodule, block device encryption submodule and data base encryption submodule
Block；The key connects the cloud management module with policy management sub-module, for being believed according to the control of the cloud management module
Breath is managed and coordinated, the request and task of encryption and decryption, and produces and manage key；The file encryption submodule connection
The key and policy management sub-module, for being realized according to the control instruction of the key and policy management sub-module to file
Encryption and decryption；The file system encryption submodule connects the key and policy management sub-module, for according to
The control instruction of key and policy management sub-module realizes the encryption and decryption to file system；The block device encrypts submodule
The key and policy management sub-module are connected, for according to the realization pair of the control instruction of the key and policy management sub-module
The encryption and decryption of block device；The data base encryption submodule connects the key and policy management sub-module, for basis
The control instruction of the key and policy management sub-module realizes the encryption and decryption to database.
The power grid energy consumption processing unit based on cloud computing system, the management service subsystem include：Based on KVM
Virtual platform layer, service layer, console management module and security module are provided.
The power grid energy consumption processing unit based on cloud computing system, the cloud computing administrative center include：Computer tube
Module is managed, for distributing calculation amount, the computing resource for calling calculation server and each calculating clothes of verification for calculation server
The calculating process and result of business device；Collect the result of calculation of proxy terminal；Communication management module, for safeguarding that each calculate services
Communication between device and synchronizing information ensure the uniformity of information, and ensure disaster-tolerating and error-tolerating scheme in extreme circumstances just
Often operation；Session management module, for managing, the session of cloud computing administrative center and proxy terminal, it is ensured that session it is normal into
OK；Disaster-tolerating and error-tolerating module, for providing disaster-tolerating and error-tolerating solution in extreme circumstances, manages, safeguards the disaster-tolerating and error-tolerating solution
Certainly scheme, it is ensured that the normal work of cloud computing administrative center and ensure that the normal use of proxy terminal and the normal of data make
With；Logger module：For recording the relevant date of operation log, cloud center and proxy terminal.
The power grid energy consumption processing unit based on cloud computing system, the cloud computing administrative center further include：Energy consumption
Prediction module, the energy consumption prediction module receive the result of calculation of the management of computing module, and nerve is carried out according to neutral net
Member processing power grid energy consumption, will currently run one neuron of Energy dissipation of each load, makes all load shapes being currently running
Into a neurode, historical data is formed into another neurode, the change according to neuron and neurode energy consumption carries out
Bounce change, carries out self study, predicts the power grid energy consumption of subsequent time period.
The power grid energy consumption processing unit based on cloud computing system, the console management module are managed including tenant
Unit, Virtual Machine Manager unit, Secure group management unit, Floating IP address administrative unit, elastomer block administrative unit, mirror image administrative unit
With IPMI administrative units.
The power grid energy consumption processing unit based on cloud computing system, the virtual platform layer based on KVM include
Virtual computing resource pond, virtual storage resource pond and virtual network resource pond.
The power grid energy consumption processing unit based on cloud computing system, the service, which provides layer, includes virtual machine VM, void
Intend disk, virtual network and resource United Dispatching Distribution Layer.
The power grid energy consumption processing unit based on cloud computing system, the security module are drawn including database encryption and decryption
Hold up pool unit and security host protective unit.
Compared with prior art, beneficial effects of the present invention：The present invention can make full use of the advantage of cloud computing platform, right
Power grid energy consumption is focused on, and effectively next stage power grid energy consumption is predicted, by setting cloud encrypting module, is realized
Encryption and decryption to data on virtual machine, effectively increase the security of data in cloud computing system；Meanwhile pass through setting
Gui management interface, user easily and intuitively can control and monitor the operation of cloud computing system；Stored in system memory module
Multiple scheme samples, are easily called for user, reduce use difficulty of the cloud computing system for general staff, can be true
Protect the system image that proxy terminal may continue to use local side backup area in the case where there is communication abnormality or network interruption
With with the data and parameter with program and local side data field, the loss of user data and information under extreme case is prevented.It is logical
Cross cloud computing system, can be to the operating status of power grid, energy consumption data carries out calculating monitoring in real time, and by neuron from
Study is handled, and the energy consumption data of next stage is predicted, and power grid is carried out quick response to the energy consumption of whole system load,
It ensure that the quick and safe operation of power grid.
Brief description of the drawings
Attached drawing is used for providing a further understanding of the present invention, and a part for constitution instruction, the reality with the present invention
Apply example to be used to explain the present invention together, be not construed as limiting the invention.
In the accompanying drawings：
Fig. 1 is the structure diagram of the present invention；
Fig. 2 is the management service subsystem structure block diagram of the present invention.
Embodiment
The preferred embodiment of the present invention is illustrated below in conjunction with attached drawing, it will be appreciated that described herein preferred real
Apply example to be merely to illustrate and explain the present invention, be not intended to limit the present invention.
Embodiment：As shown in Figs. 1-2, the present invention provides
A kind of power grid energy consumption processing unit based on cloud computing system, the cloud computing system include administration interface subsystem, pipe
Manage service subsystem, broker's subsystem and cloud computing administrative center；The administration interface subsystem, for confirming power grid
Operating load quantity, reception confirm that power grid is currently running the energy consumption of each load, and by the load quantity and the energy consumption
It is sent to the management service subsystem, and the energy consumption of the display load data and each load；The management clothes
Business subsystem, for carrying out system total load calculating according to the energy consumption data of each load, and is realized to every on virtual machine
The energy consumption data of a load and the encryption and decryption of total load data；Broker's subsystem, for being taken according to the management
The control information of business subsystem, controls and gathers the operating status of the computer of the virtual machine and the operation virtual machine
Network analysis is carried out to the energy consumption of whole power grid；The cloud computing administrative center, easy to carry out maintenance and management to cloud computing, with
Energy consumption forecast analysis is carried out to power grid.
The power grid energy consumption processing unit based on cloud computing system, the management service subsystem include：Cloud management
Module and cloud encrypting module；The cloud management module connects administration interface subsystem, broker's subsystem and the cloud and adds
Close module, is used for realization the administration interface subsystem and each module, broker's subsystem in the management service subsystem
The control that load energy consumption data exchanges between system；The cloud encrypting module, for the control information according to the cloud management module
Realize the encryption and decryption to load energy consumption data on the virtual machine.
The power grid energy consumption processing unit based on cloud computing system, the cloud encrypting module include：Key and strategy
Manage submodule, file encryption submodule, file system encryption submodule, block device encryption submodule and data base encryption submodule
Block；The key connects the cloud management module with policy management sub-module, for being believed according to the control of the cloud management module
Breath is managed and coordinated, the request and task of encryption and decryption, and produces and manage key；The file encryption submodule connection
The key and policy management sub-module, for being realized according to the control instruction of the key and policy management sub-module to file
Encryption and decryption；The file system encryption submodule connects the key and policy management sub-module, for according to
The control instruction of key and policy management sub-module realizes the encryption and decryption to file system；The block device encrypts submodule
The key and policy management sub-module are connected, for according to the realization pair of the control instruction of the key and policy management sub-module
The encryption and decryption of block device；The data base encryption submodule connects the key and policy management sub-module, for basis
The control instruction of the key and policy management sub-module realizes the encryption and decryption to database.
The power grid energy consumption processing unit based on cloud computing system, the management service subsystem include：Based on KVM
Virtual platform layer, service layer, console management module and security module are provided.
The power grid energy consumption processing unit based on cloud computing system, the cloud computing administrative center include：Computer tube
Module is managed, for distributing calculation amount, the computing resource for calling calculation server and each calculating clothes of verification for calculation server
The calculating process and result of business device；Collect the result of calculation of proxy terminal；Communication management module, for safeguarding that each calculate services
Communication between device and synchronizing information ensure the uniformity of information, and ensure disaster-tolerating and error-tolerating scheme in extreme circumstances just
Often operation；Session management module, for managing, the session of cloud computing administrative center and proxy terminal, it is ensured that session it is normal into
OK；Disaster-tolerating and error-tolerating module, for providing disaster-tolerating and error-tolerating solution in extreme circumstances, manages, safeguards the disaster-tolerating and error-tolerating solution
Certainly scheme, it is ensured that the normal work of cloud computing administrative center and ensure that the normal use of proxy terminal and the normal of data make
With；Logger module：For recording the relevant date of operation log, cloud center and proxy terminal.
The power grid energy consumption processing unit based on cloud computing system, the cloud computing administrative center further include：Energy consumption
Prediction module, the energy consumption prediction module receive the result of calculation of the management of computing module, and nerve is carried out according to neutral net
Member processing power grid energy consumption, will currently run one neuron of Energy dissipation of each load, makes all load shapes being currently running
Into a neurode, historical data is formed into another neurode, the change according to neuron and neurode energy consumption carries out
Bounce change, carries out self study, predicts the power grid energy consumption of subsequent time period.
The power grid energy consumption processing unit based on cloud computing system, the console management module are managed including tenant
Unit, Virtual Machine Manager unit, Secure group management unit, Floating IP address administrative unit, elastomer block administrative unit, mirror image administrative unit
With IPMI administrative units.
The power grid energy consumption processing unit based on cloud computing system, the virtual platform layer based on KVM include
Virtual computing resource pond, virtual storage resource pond and virtual network resource pond.
The power grid energy consumption processing unit based on cloud computing system, the service, which provides layer, includes virtual machine VM, void
Intend disk, virtual network and resource United Dispatching Distribution Layer.
The power grid energy consumption processing unit based on cloud computing system, the security module are drawn including database encryption and decryption
Hold up pool unit and security host protective unit.Based on above-mentioned, it is an advantage of the current invention that the present invention can make full use of cloud computing
The advantage of platform, focuses on power grid energy consumption, and effectively next stage power grid energy consumption is predicted, by setting cloud
Encrypting module, realizes encryption and decryption to data on virtual machine, effectively increases the safety of data in cloud computing system
Property；Meanwhile by setting gui management interface, user easily and intuitively can control and monitor the operation of cloud computing system；System
The multiple scheme samples stored in memory module, easily call for user, reduce cloud computing system for general staff
Use difficulty, it can be ensured that proxy terminal may continue to use local side in the case where there is communication abnormality or network interruption
The system image of backup area and with program and the data and parameter of local side data field, prevent under extreme case user data and
The loss of information., can be to the operating status of power grid by cloud computing system, energy consumption data carries out calculating monitoring in real time, and
Handled by the self study of neuron, the energy consumption data of next stage is predicted, makes energy of the power grid to whole system load
Consumption carries out quick response, ensure that the quick and safe operation of power grid.
Finally it should be noted that：The foregoing is merely the preferred embodiment of the present invention, it is not intended to limit the invention, to the greatest extent
Pipe is with reference to the foregoing embodiments described in detail the present invention, and for those skilled in the art, it still can be with
Modify to the technical solution described in foregoing embodiments, or equivalent substitution is carried out to which part technical characteristic.It is all
Within the spirit and principles in the present invention, any modification, equivalent replacement, improvement and so on, should be included in the guarantor of the present invention
Within the scope of shield.
Claims (10)
- A kind of 1. power grid energy consumption processing unit based on cloud computing system, it is characterised in that：The cloud computing system includes management Interface subsystem, management service subsystem, broker's subsystem and cloud computing administrative center；The administration interface subsystem, is used In confirming that power grid is currently running load quantity, receives and confirm that power grid is currently running the energy consumption of each load, and by the load Quantity and the energy consumption are sent to the management service subsystem, and the energy of the display load data and each load Consumption；The management service subsystem, for carrying out system total load calculating, and realization pair according to the energy consumption data of each load The encryption and decryption of the energy consumption data of each load and total load data on virtual machine；Broker's subsystem, for root According to the control information of the management service subsystem, the calculating of the virtual machine and the operation virtual machine is controlled and gathered The operating status of machine carries out network analysis to the energy consumption of whole power grid；The cloud computing administrative center, easy to be carried out to cloud computing Maintenance and management, to carry out energy consumption forecast analysis to power grid.
- 2. the power grid energy consumption processing unit according to claim 1 based on cloud computing system, it is characterised in that：The management Service subsystem includes：Cloud management module and cloud encrypting module；The cloud management module connects the administration interface subsystem, institute Broker's subsystem and cloud encrypting module are stated, is used for realization each in the administration interface subsystem and the management service subsystem The control that load energy consumption data exchanges between module, broker's subsystem；The cloud encrypting module, for according to the cloud The control information of management module realizes the encryption and decryption to load energy consumption data on the virtual machine.
- 3. the power grid energy consumption processing unit according to claim 2 based on cloud computing system, it is characterised in that：The cloud adds Close module includes：Key and policy management sub-module, file encryption submodule, file system encryption submodule, block device encryption Submodule and data base encryption submodule；The key connects the cloud management module with policy management sub-module, for basis The control information management and coordination of the cloud management module, the request and task of encryption and decryption, and produce and manage key； The file encryption submodule connects the key and policy management sub-module, for according to the key and tactical management submodule The control instruction of block realizes the encryption and decryption to file；The file system encryption submodule connects the key and strategy is managed Submodule is managed, for realizing that the encryption to file system is conciliate according to the control instruction of the key and policy management sub-module It is close；The block device encryption submodule connects the key and policy management sub-module, for being managed according to the key and strategy Manage encryption and decryption of the control instruction realization of submodule to block device；The data base encryption submodule connect the key and Policy management sub-module, for according to the control instruction of the key and policy management sub-module realize encryption to database and Decryption.
- 4. the power grid energy consumption processing unit according to claim 1 based on cloud computing system, it is characterised in that：The management Service subsystem includes：Virtual platform layer based on KVM, service provide layer, console management module and security module.
- 5. the power grid energy consumption processing unit according to claim 1 based on cloud computing system, it is characterised in that：The cloud meter Calculating administrative center includes：Management of computing module, for distributing calculation amount for calculation server, calling the calculating money of calculation server Source and the calculating process and result of each calculation server of verification；Collect the result of calculation of proxy terminal；Telecommunication management mould Block, for safeguarding the communication between each calculation server and the uniformity of synchronizing information guarantee information, and ensures extreme In the case of disaster-tolerating and error-tolerating scheme normal operation；Session management module, for managing, cloud computing administrative center and proxy terminal Session, it is ensured that session is normally carried out；Disaster-tolerating and error-tolerating module, for providing disaster-tolerating and error-tolerating solution in extreme circumstances, Manage, safeguard the disaster-tolerating and error-tolerating solution, it is ensured that the normal work of cloud computing administrative center and ensure proxy terminal The normal use of normal use and data；Logger module：For recording the phase of operation log, cloud center and proxy terminal Guan.
- 6. the power grid energy consumption processing unit according to claim 5 based on cloud computing system, it is characterised in that：The cloud meter Administrative center is calculated to further include：Energy consumption prediction module, the energy consumption prediction module receive the result of calculation of the management of computing module, Neuron processing power grid energy consumption is carried out according to neutral net, one neuron of Energy dissipation of each load will be currently run, makes All loads being currently running form a neurode, historical data are formed another neurode, according to neuron and god Change through node energy consumption changes into line bounce, carries out self study, predicts the power grid energy consumption of subsequent time period.
- 7. the power grid energy consumption processing unit according to claim 4 based on cloud computing system, it is characterised in that：The control Platform management module includes tenant's administrative unit, Virtual Machine Manager unit, Secure group management unit, Floating IP address administrative unit, elasticity Block administrative unit, mirror image administrative unit and IPMI administrative units.
- 8. the power grid energy consumption processing unit according to claim 4 based on cloud computing system, it is characterised in that：It is described to be based on The virtual platform layer of KVM includes virtual computing resource pond, virtual storage resource pond and virtual network resource pond.
- 9. the power grid energy consumption processing unit according to claim 4 based on cloud computing system, it is characterised in that：The service There is provided layer includes virtual machine VM, virtual disk, virtual network and resource United Dispatching Distribution Layer.
- 10. the power grid energy consumption processing unit according to claim 4 based on cloud computing system, it is characterised in that：The peace Full module includes database crypto-engine pool unit and security host protective unit.
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| CN109324953A (en) * | 2018-10-11 | 2019-02-12 | 北京理工大学 | A kind of energy consumption of virtual machine prediction technique |
| CN111880419A (en) * | 2020-06-29 | 2020-11-03 | 深圳市合信达控制系统有限公司 | Control method and system of household appliance, household appliance and computing device |
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| CN102193528A (en) * | 2010-03-05 | 2011-09-21 | 朗德华信（北京）自控技术有限公司 | Cloud computing based energy management control system and method |
| CN102546741A (en) * | 2011-08-31 | 2012-07-04 | 苏州华谷电子科技有限公司 | Cloud computing system |
| CN102932326A (en) * | 2012-09-19 | 2013-02-13 | 无锡华御信息技术有限公司 | Safety cloud computing system |
| CN103577894A (en) * | 2013-11-07 | 2014-02-12 | 重庆大学 | Building energy consumption predicting and analyzing system based on cloud computing |
| CN104090545A (en) * | 2014-06-20 | 2014-10-08 | 裴兆欣 | Monitoring and management system based on cloud computing |
| CN104283970A (en) * | 2014-10-24 | 2015-01-14 | 西安未来国际信息股份有限公司 | Cloud computing service device and system and cloud computing method |
| CN105071431A (en) * | 2015-07-30 | 2015-11-18 | 国家电网公司 | Control system of distributed power network |
| CN105763367A (en) * | 2016-02-02 | 2016-07-13 | 四川长虹电器股份有限公司 | Data center energy consumption management method based on virtualization |
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