CN112350857A - Industrial Internet of things platform based on cloud computing and operation method thereof - Google Patents
Industrial Internet of things platform based on cloud computing and operation method thereof Download PDFInfo
- Publication number
- CN112350857A CN112350857A CN202011164474.1A CN202011164474A CN112350857A CN 112350857 A CN112350857 A CN 112350857A CN 202011164474 A CN202011164474 A CN 202011164474A CN 112350857 A CN112350857 A CN 112350857A
- Authority
- CN
- China
- Prior art keywords
- module
- data
- analysis
- computing
- cloud
- 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
Links
- 238000000034 method Methods 0.000 title abstract description 13
- 238000004458 analytical method Methods 0.000 claims abstract description 59
- 238000012545 processing Methods 0.000 claims abstract description 34
- 238000007405 data analysis Methods 0.000 claims abstract description 22
- 238000013500 data storage Methods 0.000 claims abstract description 18
- 238000011156 evaluation Methods 0.000 claims abstract description 5
- 238000004364 calculation method Methods 0.000 claims description 18
- 230000005540 biological transmission Effects 0.000 claims description 10
- 238000012423 maintenance Methods 0.000 claims description 6
- 230000002159 abnormal effect Effects 0.000 claims description 3
- 230000006855 networking Effects 0.000 claims description 2
- 238000011017 operating method Methods 0.000 claims 1
- 238000010586 diagram Methods 0.000 description 7
- 230000009286 beneficial effect Effects 0.000 description 1
- 238000005516 engineering process Methods 0.000 description 1
- 230000010354 integration Effects 0.000 description 1
- 238000007726 management method Methods 0.000 description 1
Images
Classifications
-
- 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
- H04L67/02—Protocols based on web technology, e.g. hypertext transfer protocol [HTTP]
- H04L67/025—Protocols based on web technology, e.g. hypertext transfer protocol [HTTP] for remote control or remote monitoring of applications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F11/00—Error detection; Error correction; Monitoring
- G06F11/07—Responding to the occurrence of a fault, e.g. fault tolerance
- G06F11/14—Error detection or correction of the data by redundancy in operation
- G06F11/1402—Saving, restoring, recovering or retrying
- G06F11/1446—Point-in-time backing up or restoration of persistent data
- G06F11/1448—Management of the data involved in backup or backup restore
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
- G06F16/24—Querying
- G06F16/245—Query processing
- G06F16/2455—Query execution
- G06F16/24552—Database cache management
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F9/00—Arrangements for program control, e.g. control units
- G06F9/06—Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
- G06F9/46—Multiprogramming arrangements
- G06F9/50—Allocation of resources, e.g. of the central processing unit [CPU]
- G06F9/5083—Techniques for rebalancing the load in a distributed system
-
- 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
- H04L41/0631—Management of faults, events, alarms or notifications using root cause analysis; using analysis of correlation between notifications, alarms or events based on decision criteria, e.g. hierarchy, tree or time analysis
-
- 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
-
- 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
- H04L67/1097—Protocols in which an application is distributed across nodes in the network for distributed storage of data in networks, e.g. transport arrangements for network file system [NFS], storage area networks [SAN] or network attached storage [NAS]
-
- 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
Landscapes
- Engineering & Computer Science (AREA)
- Theoretical Computer Science (AREA)
- Computer Networks & Wireless Communication (AREA)
- Signal Processing (AREA)
- Physics & Mathematics (AREA)
- General Engineering & Computer Science (AREA)
- General Physics & Mathematics (AREA)
- Databases & Information Systems (AREA)
- Software Systems (AREA)
- Computational Linguistics (AREA)
- Data Mining & Analysis (AREA)
- Quality & Reliability (AREA)
- Health & Medical Sciences (AREA)
- Computing Systems (AREA)
- General Health & Medical Sciences (AREA)
- Medical Informatics (AREA)
- Information Transfer Between Computers (AREA)
- Computer And Data Communications (AREA)
Abstract
The invention discloses an industrial Internet of things platform based on cloud computing and an operation method thereof, and the industrial Internet of things platform comprises a data acquisition and control module, a cloud computing processing module, a data storage module, a data application module, a data analysis and alarm module and an evaluation report generation module, wherein a data acquisition terminal in the data acquisition and control module is used for integrating and inputting data, a CPU processing module and a distributed computing module are used for analyzing and computing the data, the data are output to a computing data cache module for temporary storage, the data are sequentially subjected to utility analysis, load balance analysis, parallel computation, hot backup redundant analysis and virtualization analysis by the data analysis and alarm module, and then the data are output to a data display module for display, so that the data are effectively integrated and collected to a cloud end, and various analysis and computation are rapidly carried out without manual operation, the accuracy of data storage is effectively improved, and the probability of occurrence of errors is reduced.
Description
Technical Field
The invention relates to the technical field of industrial Internet of things, in particular to an industrial Internet of things platform based on cloud computing and an operation method thereof.
Background
The internet of things is an information carrier based on the internet, a traditional telecommunication network and the like, and enables all common physical objects capable of being independently addressed to form an interconnected and intercommunicated network, wherein cloud computing is one type of distributed computing, and means that huge data computing and processing programs are decomposed into countless small programs through the network 'cloud', and then the results are obtained and returned to users through a system consisting of a plurality of servers by processing and analyzing the small programs, in the early stage of cloud computing, simple distributed computing is adopted, task distribution is solved, and computing results are merged. Thus, cloud computing is also known as grid computing. Through the technology, tens of thousands of data can be processed in a short time, so that strong network service is achieved, the industrial Internet of things platform in the prior art only realizes the cloud storage capacity, the processing and management of the data still need to be realized through manual operation, and the manual operation is easy to generate errors or mistakes, so that the errors and even mistakes are generated on the whole data.
Disclosure of Invention
The invention aims to provide an industrial Internet of things platform based on cloud computing and an operation method thereof.
In order to achieve the purpose, the invention provides the following technical scheme:
the utility model provides an industry thing networking platform based on cloud calculates, includes data acquisition and control module, cloud calculation processing module, data storage module, data application module, data analysis and alarm module and aassessment report generation module, data acquisition and control module's downside is connected cloud calculation processing module, data storage module is connected to cloud calculation processing module's downside, data application module is connected to data storage module's downside, data analysis and alarm module are connected to data application module's downside, data analysis and alarm module's downside is connected and is evaluateed report generation module.
Preferably, the data acquisition and control module comprises a data acquisition terminal, a terminal connection module, a data cache module, a data transmission module and a data display module, the lower side of the data acquisition terminal is connected with the terminal connection module, the lower side of the terminal connection module is connected with the data cache module, and the lower side of the data cache module is connected with the data transmission module.
Preferably, the data acquisition terminal comprises a scanning collection module, a manual input module and a voice input module, wherein the scanning collection module is connected with the manual input module, and the manual input module is connected with the voice input module.
Preferably, the cloud computing processing module includes a CPU processing module, a network data access module, an initial data cache module, a distributed computing module, and a computing data cache module, the CPU processing module is connected to the network data access module, the network data access module is connected to the initial data cache module, the initial data cache module is connected to the distributed computing module, and the distributed computing module is connected to the computing data cache module.
Preferably, the data storage module comprises a cloud cache server, a cloud storage main server and a server shutdown maintenance device, the cloud cache server is connected with the cloud storage main server, and the cloud storage main server is connected with the server shutdown maintenance device.
Preferably, data analysis and alarm module include utility analysis module, load balancing module, parallel computing module, the redundant miscellaneous module of hot backup, virtualization analysis module and alarm module, utility analysis module connects load balancing module, parallel computing module is connected to load balancing module, parallel computing module connects the redundant miscellaneous module of hot backup, the redundant miscellaneous module of hot backup connects virtualization analysis module, the alarm module is connected to virtualization analysis module.
The invention provides another technical scheme: an operation method of an industrial Internet of things platform based on cloud computing comprises the following steps:
the method comprises the following steps: firstly, a data acquisition terminal in a data acquisition and control module is used for scanning and acquiring information, manually inputting and acquiring information or inputting and acquiring voice, and the data is transmitted to a cloud storage main server through a data transmission module to be stored;
step two: accessing the cloud storage main server through the network data access module, and extracting relevant information to the initial data cache module for temporary storage;
step three: the CPU processing module or the distributed computing module performs analysis and computation by using the data in the initial data cache module, and transmits the analysis and computation result to the computing data cache module for temporary storage;
step four: the utility analysis module, the load balancing module, the parallel computation module, the hot backup redundant module and the virtualization analysis module in the data analysis and alarm module are used for sequentially analyzing;
step five: and the result obtained by analysis is forwarded to the data display module for display, and meanwhile, if the analysis result is abnormal, an alarm is sent out through the alarm module to inform an operator.
Compared with the prior art, the invention has the beneficial effects that:
the invention provides an industrial Internet of things platform based on cloud computing and an operation method thereof, wherein data are integrated and input by a data acquisition terminal in a data acquisition and control module, the integrated and input data are stored in a cloud storage main server, the data are accessed and extracted by a network data access module, then the data are analyzed and calculated by a CPU (central processing unit) processing module and a distributed calculation module, the data are output to a calculation data cache module for temporary storage, and then the data are sequentially subjected to utility analysis, load balance analysis, parallel calculation, hot backup miscellaneous analysis and virtual analysis by a utility analysis module, a load balance module, a parallel calculation module, a hot backup miscellaneous module and a virtual analysis module in the data analysis and alarm module, and then the data are output to a data display module for display, the structure of the industrial Internet of things platform is complete and reasonable, and the data are effectively integrated and collected to the cloud, and various analysis and calculation are rapidly carried out, manual operation is not needed, the accuracy of data storage is effectively improved, and the occurrence probability of errors is reduced.
Drawings
FIG. 1 is an internal block diagram of the present invention;
FIG. 2 is an internal block diagram of the data acquisition and control module of the present invention;
FIG. 3 is a block diagram of the data acquisition terminal of the present invention;
FIG. 4 is a block diagram of the internal components of the cloud computing processing module of the present invention;
FIG. 5 is an internal block diagram of a data storage module of the present invention;
FIG. 6 is a block diagram of the internal components of the data application module of the present invention;
FIG. 7 is a block diagram of the data analysis and alarm module according to the present invention.
In the figure: 1. a data acquisition and control module; 101. a data acquisition terminal; 1011. a scanning collection module; 1012. a manual input module; 1013. a voice input module; 102. a terminal connection module; 103. a data caching module; 104. a data transmission module; 105. a data display module; 2. a cloud computing processing module; 21. a CPU processing module; 22. a network data access module; 23. an initial data caching module; 24. a distributed computing module; 25. a calculation data caching module; 3. a data storage module; 31. a cloud cache server; 32. the cloud end stores a main server; 33. the server is shut down to maintain the equipment; 4. a data application module; 5. a data analysis and alarm module; 51. a utility analysis module; 52. a load balancing module; 53. a parallel computing module; 54. a hot backup redundant module; 55. a virtualization analysis module; 56. an alarm module; 6. and an evaluation report generation module.
Detailed Description
The technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the drawings in the embodiments of the present invention, and it is obvious that the described embodiments are only a part of the embodiments of the present invention, and not all of the embodiments. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present invention.
Referring to fig. 1-7, an industrial internet of things platform based on cloud computing includes a data acquisition and control module 1, a cloud computing processing module 2, a data storage module 3, a data application module 4, a data analysis and alarm module 5, and an evaluation report generation module 6, where the lower side of the data acquisition and control module 1 is connected to the cloud computing processing module 2, the lower side of the cloud computing processing module 2 is connected to the data storage module 3, the lower side of the data storage module 3 is connected to the data application module 4, the lower side of the data application module 4 is connected to the data analysis and alarm module 5, and the lower side of the data analysis and alarm module 5 is connected to the evaluation report generation module 6.
The data acquisition and control module 1 comprises a data acquisition terminal 101, a terminal connection module 102, a data cache module 103, a data transmission module 104 and a data display module 105, wherein the lower side of the data acquisition terminal 101 is connected with the terminal connection module 102, the lower side of the terminal connection module 102 is connected with the data cache module 103, and the lower side of the data cache module 103 is connected with the data transmission module 104.
The data acquisition terminal 101 comprises a scanning collection module 1011, a manual input module 1012 and a voice input module 1013, wherein the scanning collection module 1011 is connected with the manual input module 1012, and the manual input module 1012 is connected with the voice input module 1013.
The cloud computing processing module 2 comprises a CPU processing module 21, a network data access module 22, an initial data cache module 23, a distributed computing module 24 and a computing data cache module 25, wherein the CPU processing module 21 is connected with the network data access module 22, the network data access module 22 is connected with the initial data cache module 23, the initial data cache module 23 is connected with the distributed computing module 24, and the distributed computing module 24 is connected with the computing data cache module 25.
The data storage module 3 comprises a cloud cache server 31, a cloud storage main server 32 and a server shutdown maintenance device 33, wherein the cloud cache server 31 is connected with the cloud storage main server 32, and the cloud storage main server 32 is connected with the server shutdown maintenance device 33.
The data analysis and alarm module 5 comprises a utility analysis module 51, a load balancing module 52, a parallel computing module 53, a hot backup redundancy module 54, a virtualization analysis module 55 and an alarm module 56, wherein the utility analysis module 51 is connected with the load balancing module 52, the load balancing module 52 is connected with the parallel computing module 53, the parallel computing module 53 is connected with the hot backup redundancy module 54, the hot backup redundancy module 54 is connected with the virtualization analysis module 55, and the virtualization analysis module 55 is connected with the alarm module 56.
In order to better show the operation process of the cloud computing-based industrial internet of things platform, the embodiment provides an operation method of the cloud computing-based industrial internet of things platform, which includes the following steps:
the method comprises the following steps: firstly, a data acquisition terminal 101 in a data acquisition and control module 1 is used for scanning and acquiring information, manually inputting and acquiring information or inputting and acquiring voice, and the data is transmitted to a cloud storage main server 32 through a data transmission module 104 for storage;
step two: accessing the cloud storage main server 32 through the network data access module 22, and extracting relevant information to the initial data cache module 23 for temporary storage;
step three: the CPU processing module 21 or the distributed computing module 24 performs analysis and calculation by using the data in the initial data cache module 23, and transmits the analysis and calculation result to the calculation data cache module 25 for temporary storage;
step four: the utility analysis module 51, the load balancing module 52, the parallel computation module 53, the hot backup redundant module 54 and the virtualization analysis module 55 in the data analysis and alarm module 5 sequentially analyze;
step five: the analysis result is forwarded to the data display module 105 for display, and if the analysis result is abnormal, an alarm is sent out through the alarm module 56 to notify an operator.
The working principle of the invention is as follows: the invention relates to an industrial Internet of things platform based on cloud computing and an operation method thereof.A data acquisition terminal 101 in a data acquisition and control module 1 is used for integrating and inputting data, the data is stored in a cloud storage main server 32, the data is accessed and extracted through a network data access module 22, the data is analyzed and calculated through a CPU (central processing unit) processing module 21 and a distributed computing module 24, the data is output to a computing data cache module 25 for temporary storage, and the data is sequentially subjected to utility analysis, load balance analysis, parallel computing, hot backup and redundant analysis and virtualization analysis through a utility analysis module 51, a load balance module 52, a parallel computing module 53, a hot backup and redundant module 54 and a virtualization analysis module 55 in a data analysis and alarm module 5 and then is output to a data display module 105 for display.
In summary, the following steps: the invention relates to an industrial Internet of things platform based on cloud computing and an operation method thereof, wherein data are integrated and input by using a data acquisition terminal 101 in a data acquisition and control module 1, the integrated and input data are stored in a cloud storage main server 32, the data are accessed and extracted by a network data access module 22, then the data are analyzed and calculated by a CPU processing module 21 and a distributed calculation module 24, the data are output to a calculation data cache module 25 for temporary storage, and then the utility analysis module 51, a load balancing module 52, a parallel calculation module 53, a hot backup redundant module 54 and a virtualization analysis module 55 in a data analysis and alarm module 5 sequentially perform utility analysis, load balancing analysis, parallel calculation, hot backup redundant analysis and virtualization analysis on the data, and then the data are output to a data display module 105 for display, the structure of the platform is complete and reasonable, the data integration and collection to the cloud are effectively achieved, various items of analysis and calculation are rapidly carried out, manual operation is not needed, the accuracy of data storage is effectively improved, and the occurrence probability of errors is reduced.
The above description is only for the preferred embodiment of the present invention, but the scope of the present invention is not limited thereto, and any person skilled in the art should be able to cover the technical solutions and the inventive concepts of the present invention within the technical scope of the present invention.
Claims (7)
1. The utility model provides an industry thing networking platform based on cloud calculates, includes data acquisition and control module (1), cloud calculation processing module (2), data storage module (3), data application module (4), data analysis and alarm module (5) and aassessment report generation module (6), its characterized in that: the data acquisition and control system is characterized in that the lower side of the data acquisition and control module (1) is connected with the cloud computing processing module (2), the lower side of the cloud computing processing module (2) is connected with the data storage module (3), the lower side of the data storage module (3) is connected with the data application module (4), the lower side of the data application module (4) is connected with the data analysis and alarm module (5), and the lower side of the data analysis and alarm module (5) is connected with the evaluation report generation module (6).
2. The cloud-computing-based industrial internet of things platform as claimed in claim 1, wherein: the data acquisition and control module (1) comprises a data acquisition terminal (101), a terminal connecting module (102), a data cache module (103), a data transmission module (104) and a data display module (105), the lower side of the data acquisition terminal (101) is connected with the terminal connecting module (102), the lower side of the terminal connecting module (102) is connected with the data cache module (103), and the lower side of the data cache module (103) is connected with the data transmission module (104).
3. The cloud-computing-based industrial internet of things platform as claimed in claim 2, wherein: the data acquisition terminal (101) comprises a scanning collection module (1011), a manual input module (1012) and a voice input module (1013), wherein the scanning collection module (1011) is connected with the manual input module (1012), and the manual input module (1012) is connected with the voice input module (1013).
4. The cloud-computing-based industrial internet of things platform as claimed in claim 1, wherein: the cloud computing processing module (2) comprises a CPU processing module (21), a network data access module (22), an initial data cache module (23), a distributed computing module (24) and a computing data cache module (25), wherein the CPU processing module (21) is connected with the network data access module (22), the network data access module (22) is connected with the initial data cache module (23), the initial data cache module (23) is connected with the distributed computing module (24), and the distributed computing module (24) is connected with the computing data cache module (25).
5. The cloud-computing-based industrial internet of things platform as claimed in claim 1, wherein: the data storage module (3) comprises a cloud cache server (31), a cloud storage main server (32) and a server shutdown maintenance device (33), the cloud cache server (31) is connected with the cloud storage main server (32), and the cloud storage main server (32) is connected with the server shutdown maintenance device (33).
6. The cloud-computing-based industrial internet of things platform as claimed in claim 1, wherein: data analysis and alarm module (5) are including utility analysis module (51), load balancing module (52), parallel computing module (53), hot backup miscellaneous module (54), virtualization analysis module (55) and alarm module (56), load balancing module (52) is connected to utility analysis module (51), parallel computing module (53) is connected to load balancing module (52), hot backup miscellaneous module (54) is connected to parallel computing module (53), virtualization analysis module (55) is connected to hot backup miscellaneous module (54), alarm module (56) is connected to virtualization analysis module (55).
7. An operating method of the cloud computing based industrial internet of things platform according to any one of claims 1 to 6, comprising the steps of:
s1: firstly, a data acquisition terminal (101) in a data acquisition and control module (1) is used for scanning and acquiring information, manually inputting and acquiring information or inputting and acquiring voice, and the data is transmitted to a cloud storage main server (32) through a data transmission module (104) for storage;
s2: accessing a cloud storage main server (32) through a network data access module (22), and extracting relevant information to an initial data cache module (23) for temporary storage;
s3: the CPU processing module (21) or the distributed computing module (24) utilizes the data in the initial data cache module (23) to carry out analysis and computation, and the result of the analysis and computation is transmitted to the computing data cache module (25) for temporary storage;
s4: the utility analysis module (51), the load balancing module (52), the parallel computation module (53), the hot backup redundant module (54) and the virtualization analysis module (55) in the data analysis and alarm module (5) are used for carrying out analysis in sequence;
s5: the analysis result is forwarded to a data display module (105) for display, and if the analysis result is abnormal, an alarm module (56) sends out an alarm to inform an operator.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202011164474.1A CN112350857A (en) | 2020-10-27 | 2020-10-27 | Industrial Internet of things platform based on cloud computing and operation method thereof |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202011164474.1A CN112350857A (en) | 2020-10-27 | 2020-10-27 | Industrial Internet of things platform based on cloud computing and operation method thereof |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| CN112350857A true CN112350857A (en) | 2021-02-09 |
Family
ID=74358727
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN202011164474.1A Pending CN112350857A (en) | 2020-10-27 | 2020-10-27 | Industrial Internet of things platform based on cloud computing and operation method thereof |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN112350857A (en) |
Citations (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20150032886A1 (en) * | 2011-11-23 | 2015-01-29 | Shen Wang | Remote Real-Time Monitoring System based on cloud computing |
| CN106022560A (en) * | 2016-05-05 | 2016-10-12 | 四川铁安达科技有限公司 | Subway shield segment attitude monitoring and management system based on Internet of Things and cloud computing |
| WO2017054101A1 (en) * | 2015-09-30 | 2017-04-06 | 苏州富米信息技术有限公司 | Cloud of things online monitoring general platform system |
| CN110132358A (en) * | 2019-05-30 | 2019-08-16 | 北京市众诚恒祥能源投资管理有限公司 | A kind of sewage disposal device fault monitoring system based on cloud computing |
| CN111741316A (en) * | 2020-06-16 | 2020-10-02 | 浙江捷峰电子有限公司 | Public environment monitoring online live broadcast system based on GD32 |
-
2020
- 2020-10-27 CN CN202011164474.1A patent/CN112350857A/en active Pending
Patent Citations (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20150032886A1 (en) * | 2011-11-23 | 2015-01-29 | Shen Wang | Remote Real-Time Monitoring System based on cloud computing |
| WO2017054101A1 (en) * | 2015-09-30 | 2017-04-06 | 苏州富米信息技术有限公司 | Cloud of things online monitoring general platform system |
| CN106022560A (en) * | 2016-05-05 | 2016-10-12 | 四川铁安达科技有限公司 | Subway shield segment attitude monitoring and management system based on Internet of Things and cloud computing |
| CN110132358A (en) * | 2019-05-30 | 2019-08-16 | 北京市众诚恒祥能源投资管理有限公司 | A kind of sewage disposal device fault monitoring system based on cloud computing |
| CN111741316A (en) * | 2020-06-16 | 2020-10-02 | 浙江捷峰电子有限公司 | Public environment monitoring online live broadcast system based on GD32 |
Non-Patent Citations (1)
| Title |
|---|
| 牛少彰等: "《移动互联网安全》", 机械工业出版社, pages: 197 * |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| CN105677615B (en) | A kind of distributed machines learning method based on weka interface | |
| CN111259947A (en) | Power system fault early warning method and system based on multi-mode learning | |
| CN106484857A (en) | Data collecting system and its method | |
| CN109739919A (en) | A kind of front end processor and acquisition system for electric system | |
| CN107783985A (en) | A kind of distributed networks database query method, apparatus and management system | |
| CN103559205A (en) | Parallel feature selection method based on MapReduce | |
| CN107291582A (en) | Intelligent integration method of testing based on standard big data | |
| CN112347071A (en) | Power distribution network cloud platform data fusion method and power distribution network cloud platform | |
| CN107656973A (en) | A kind of log audit subsystem applied to cloud auditing system | |
| CN112685215A (en) | Cloud platform abnormal log analysis method | |
| CN110825641B (en) | Micro-service application test system based on simulation data generator | |
| CN114510526A (en) | Online numerical control exhibition method | |
| CN113987086A (en) | Data processing method, data processing device, electronic device, and storage medium | |
| CN112286987B (en) | Electric power internet of things abnormal alarm compression method based on Apriori algorithm | |
| CN113238917A (en) | Front-end performance monitoring method, device, equipment and storage medium | |
| CN112350857A (en) | Industrial Internet of things platform based on cloud computing and operation method thereof | |
| KR20190081691A (en) | System and Method for Abnormality Monitoring by Using Machine Learning Algorithm | |
| CN111813645A (en) | Decision diagram-based online index anomaly detection method | |
| CN115809795B (en) | Method and device for evaluating bearing capacity of production team based on digitalization | |
| CN110728118A (en) | Cross-data-platform data processing method, device, equipment and storage medium | |
| CN115344495A (en) | Data analysis method and device for batch task test, computer equipment and medium | |
| CN113781068B (en) | Online problem solving method, device, electronic equipment and storage medium | |
| CN111381161A (en) | Remote online health state diagnosis method for generator set | |
| CN114969163A (en) | Equipment operation and maintenance method and system based on big data | |
| CN109446020B (en) | Dynamic evaluation method and device of cloud storage system |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| PB01 | Publication | ||
| PB01 | Publication | ||
| SE01 | Entry into force of request for substantive examination | ||
| SE01 | Entry into force of request for substantive examination | ||
| RJ01 | Rejection of invention patent application after publication |
Application publication date: 20210209 |
|
| RJ01 | Rejection of invention patent application after publication |