CN111555917A - Alarm information processing method and device based on cloud platform - Google Patents
Alarm information processing method and device based on cloud platform Download PDFInfo
- Publication number
- CN111555917A CN111555917A CN202010338971.2A CN202010338971A CN111555917A CN 111555917 A CN111555917 A CN 111555917A CN 202010338971 A CN202010338971 A CN 202010338971A CN 111555917 A CN111555917 A CN 111555917A
- Authority
- CN
- China
- Prior art keywords
- alarm information
- cloud platform
- current
- type
- storing
- 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
- 230000010365 information processing Effects 0.000 title claims abstract description 29
- 238000003672 processing method Methods 0.000 title claims abstract description 23
- 238000000034 method Methods 0.000 abstract description 11
- 238000001514 detection method Methods 0.000 description 2
- 230000009286 beneficial effect Effects 0.000 description 1
- 238000010586 diagram Methods 0.000 description 1
- 238000012544 monitoring process Methods 0.000 description 1
Images
Classifications
-
- 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
- H04L41/069—Management of faults, events, alarms or notifications using logs of notifications; Post-processing of notifications
-
- 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
- H04L67/06—Protocols specially adapted for file transfer, e.g. file transfer protocol [FTP]
-
- 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
-
- 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]
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F18/00—Pattern recognition
- G06F18/20—Analysing
- G06F18/24—Classification techniques
Landscapes
- Engineering & Computer Science (AREA)
- Computer Networks & Wireless Communication (AREA)
- Signal Processing (AREA)
- Alarm Systems (AREA)
Abstract
The invention relates to the technical field of alarms, aims to solve the problem that the existing alarm information processing method has higher computing and storage pressure of a cloud platform server, and provides an alarm information processing method and device based on a cloud platform, wherein the method comprises the following steps: after the alarm information is detected in the current period, storing the current alarm information into a first set; acquiring historical alarm information stored in a second set; classifying the current alarm information in the first set and the historical alarm information in the second set, wherein the category of the alarm information at least comprises: newly generated alarm information, continuously generated alarm information and finished alarm information; and determining whether to report the alarm information to the cloud platform according to the category of the alarm information, storing the newly generated alarm information and the continuous alarm information to a second set, and emptying the first set. The method and the system reduce the computing pressure and the storage pressure of the cloud platform server.
Description
Technical Field
The invention relates to the technical field of alarm, in particular to an alarm information processing method and device.
Background
The cloud platform mainly plays a monitoring role, whether mechanical equipment is in a fault or an alarm state needs to be remotely seen in real time, and meanwhile, the fault is known to be finished in real time. For the reporting of the occurrence and the end of the alarm, generally, the adopted method is that the mechanical equipment uploads what alarm when detecting what alarm, and the cloud platform judges which alarm starts and which alarm ends based on the comparison between the alarm information reported last time and the alarm information reported this time.
However, the mechanical devices and the cloud platform are often in a many-to-one relationship, that is, a plurality of mechanical devices correspond to one cloud platform, the larger the data to be processed and compared by the cloud platform server is, and the load of the cloud platform is undoubtedly increased when the alarm information is ended by the cloud platform. In addition, when the same alarm continues to occur, the mechanical device reports repeatedly in multiple detection periods, so that the data volume stored in the cloud platform is large, and the storage pressure of the cloud platform is also large.
Disclosure of Invention
The invention aims to solve the problem that the existing alarm information processing method has higher computing and storage pressure of a cloud platform server, and provides an alarm information processing method and device based on a cloud platform.
The technical scheme adopted by the invention for solving the technical problems is as follows: the alarm information processing method based on the cloud platform comprises the following steps:
step 1, after the alarm information is detected in the current period, storing the current alarm information into a first set;
step 2, acquiring historical alarm information stored in a second set;
and 3, classifying the current alarm information in the first set and the historical alarm information in the second set, wherein the categories of the alarm information at least comprise: newly generated alarm information, continuously generated alarm information and finished alarm information;
and step 4, determining whether to report the alarm information to the cloud platform according to the category of the alarm information, storing the newly generated alarm information and the continuous alarm information to a second set, and emptying the first set.
Further, the classifying the current alarm information in the first set and the historical alarm information in the second set includes:
and determining a first type of alarm information set which is in the first set but not in the second set, and judging the alarm information in the first type of alarm information set as newly-generated alarm information.
Further, the determining whether to report the alarm information to the cloud platform according to the category of the alarm information includes: respectively setting the starting time attribute of the alarm information in the first type alarm information set as the current time, reporting the starting time attribute to a cloud platform, and reporting the alarm information in the first type alarm information set of the cloud platform as newly generated alarm information;
the storing the newly generated alarm information to the second set comprises: and respectively setting the starting time attribute of the alarm information in the first type of alarm information set as the current time, and storing the current time attribute to a second set.
Further, the newly generated alarm information further includes alarm information detected in a first period, and the classifying the current alarm information in the first set and the historical alarm information in the second set includes:
and detecting whether the second set is an empty set, and if so, judging that all the alarm information in the first set is the alarm information detected in the first period.
Further, the classifying the current alarm information in the first set and the historical alarm information in the second set includes:
and determining a second type of alarm information set in the first set and in the second set, and judging the alarm information in the second type of alarm information set as the alarm information which continuously occurs.
Further, the determining whether to report the alarm information to the cloud platform according to the category of the alarm information includes: not reporting the alarm information in the second type alarm information set to a cloud platform;
the storing of the continuously occurring alert information to the second set comprises: and respectively setting the starting time attribute of the alarm information in the second type alarm information set as the current time, and storing the current time attribute to the second set.
Further, the classifying the current alarm information in the first set and the historical alarm information in the second set includes:
and determining a third type alarm information set which is not in the first set but in the second set, and judging the alarm information in the third type alarm information set as the finished alarm information.
Further, the method also comprises the following steps: respectively acquiring the starting time attribute of the alarm information in the third type of alarm information set, respectively calculating the time difference between the starting time and the current time, if the time difference is greater than the preset time length, judging the corresponding alarm information as the finished alarm information, otherwise, storing the corresponding alarm information into the second set.
Further, the determining whether to report the alarm information to the cloud platform according to the category of the alarm information includes: and reporting the finished alarm information set to the cloud platform, and reporting the alarm information set to the finished alarm information set by the cloud platform.
On the other hand, the invention also provides an alarm information processing device based on the cloud platform, which comprises:
the storage unit is used for storing the current alarm information into a first set after the alarm information is detected in the current period;
the acquisition unit is used for acquiring the historical alarm information stored in the second set;
a classification unit, configured to classify current alarm information in the first set and historical alarm information in the second set, where the classification of the alarm information at least includes: newly generated alarm information, continuously generated alarm information and finished alarm information;
the reporting unit is used for determining whether to report the alarm information to the cloud platform according to the type of the alarm information;
and the second storage unit is used for storing the newly generated alarm information and the continuous alarm information into a second set and emptying the first set.
The invention has the beneficial effects that: according to the alarm information processing method and device based on the cloud platform, after the alarm information is obtained, the alarm information is classified, the calculation classification process is not required to be carried out in the cloud platform, the calculation pressure of the cloud platform server is reduced, whether the alarm information is reported to the cloud platform or not is determined according to the type of the alarm information, the alarm information is not reported to the cloud platform, and the storage pressure of the cloud platform server is further reduced.
Drawings
Fig. 1 is a schematic flow chart of an alarm information processing method based on a cloud platform according to an embodiment of the present invention;
fig. 2 is a schematic structural diagram of an alarm information processing apparatus based on a cloud platform according to an embodiment of the present invention.
Detailed Description
Embodiments of the present invention will be described in detail below with reference to the accompanying drawings.
The alarm information processing method based on the cloud platform comprises the following steps: step 1, after the alarm information is detected in the current period, storing the current alarm information into a first set; step 2, acquiring historical alarm information stored in a second set; and 3, classifying the current alarm information in the first set and the historical alarm information in the second set, wherein the categories of the alarm information at least comprise: newly generated alarm information, continuously generated alarm information and finished alarm information; and step 4, determining whether to report the alarm information to the cloud platform according to the category of the alarm information, storing the newly generated alarm information and the continuous alarm information to a second set, and emptying the first set.
Specifically, the alarm information is acquired through a preset period, the alarm information includes a start time attribute and an alarm number, if one or more pieces of alarm information are detected in the current period, the alarm information is temporarily stored in a first set, a second set is used for storing historical alarm information, then the alarm information in the first set and the alarm information in the second set are classified to obtain the category of each piece of alarm information, and the category of the alarm information at least includes: newly generated alarm information, continuously generated alarm information and finished alarm information; if the alarm information is judged to be newly generated alarm information or finished alarm information, reporting to the cloud platform, and if the alarm information is judged to be continuously generated alarm information, not reporting to the cloud platform; and finally, storing the alarm information and the continuous alarm information which are judged to be newly generated into a second set, and emptying the first set so as to facilitate the detection of the alarm information in the next period.
Examples
The alarm information processing method based on the cloud platform, as shown in fig. 1, includes the following steps:
s1, after alarm information is detected in a current period, storing the current alarm information to a first set;
specifically, an entity class may be created to represent alarm information, and its internal attributes include: the starting time and the number of the alarm; an entity class may be created to represent a first set for storing alarm information obtained in a current period.
S2, acquiring historical alarm information stored in a second set;
an entity class may be created to represent a second set for storing historical alarm information for a time period prior to the current period.
S3, classifying the current alarm information in the first set and the historical alarm information in the second set, wherein the category of the alarm information at least comprises the following steps: newly generated alarm information, continuously generated alarm information and finished alarm information;
wherein, the newly generated alarm information set can be determined by the following method:
determining a first type of alarm information set which is in a first set but not in a second set, and judging the alarm information in the first type of alarm information set as newly-generated alarm information;
the newly generated alarm information also comprises alarm information detected in a first period, and the alarm information detected in the first period is determined by the following method:
and detecting whether the second set is an empty set, and if so, judging that all the alarm information in the first set is the alarm information detected in the first period. And judging whether the second set is an empty set or not by detecting the length of the corresponding entity class, and when the length of the corresponding entity class is 0, judging that the second set is the empty set.
The set of alarm information that occurs continuously may be determined by:
and determining a second type of alarm information set which is in the first set and in the second set, namely a union of the first set and the second set, and judging the alarm information in the second type of alarm information set as the alarm information which continuously occurs.
The finished set of alarm information may be determined by:
and determining a third type alarm information set which is not in the first set but in the second set, and judging the alarm information in the third type alarm information set as the finished alarm information.
In order to improve the accuracy of the alarm information, when the finished alarm information is confirmed, the method further comprises the following steps: respectively acquiring the starting time attribute of the alarm information in the third type of alarm information set, respectively calculating the time difference between the starting time and the current time, if the time difference is greater than the preset time length, judging the corresponding alarm information as the finished alarm information, otherwise, storing the corresponding alarm information into the second set. The preset time period can be set according to actual conditions, such as 5 minutes.
And S4, determining whether to report the alarm information to the cloud platform according to the type of the alarm information, storing the newly generated alarm information and the continuous alarm information to a second set, and emptying the first set.
It can be understood that after a newly generated alarm information set is determined, the starting time attribute of the alarm information in the first type alarm information set is set as the current time, and the alarm information is reported to the cloud platform and the alarm information in the first type alarm information set of the cloud platform is reported as the newly generated alarm information; and respectively setting the starting time attribute of the alarm information in the first type of alarm information set as the current time, and storing the current time attribute to a second set.
When the alarm information set which continuously occurs is determined, the alarm information in the second type of alarm information set is not reported to the cloud platform; and respectively setting the starting time attribute of the alarm information in the second type alarm information set as the current time, and storing the current time attribute to the second set.
When the same alarm information continuously occurs, the mechanical equipment repeatedly reports in multiple periods, which is meaningless, because the same alarm information only needs to report once starting time, repeated reporting is not needed, and the amount of data stored in the cloud platform is large due to excessive reporting.
And after the finished alarm information set is determined, reporting the finished alarm information set to the cloud platform, and reporting that the alarm information set of the cloud platform is the finished alarm information set.
Based on the above technical solution, an embodiment of the present invention further provides an alarm information processing apparatus based on a cloud platform, as shown in fig. 2, including:
the first storage unit is used for storing the current alarm information into a first set after the alarm information is detected in the current period;
the acquisition unit is used for acquiring the historical alarm information stored in the second set;
a classification unit, configured to classify current alarm information in the first set and historical alarm information in the second set, where the classification of the alarm information at least includes: newly generated alarm information, continuously generated alarm information and finished alarm information;
the reporting unit is used for determining whether to report the alarm information to the cloud platform according to the type of the alarm information;
and the second storage unit is used for storing the newly generated alarm information and the continuous alarm information into a second set and emptying the first set.
It should be noted that, the alarm information processing method based on the cloud platform is performed in the alarm information processing device based on the cloud platform, and in actual use, the cloud platform only needs to receive effective alarm information reported by the device, and does not need to perform a computing process, and the cloud platform does not receive alarm information reported repeatedly, so that the computing pressure and the storage pressure of the cloud platform are low.
It can be understood that, because the alarm information processing apparatus based on the cloud platform according to the embodiment of the present invention is an apparatus for implementing the alarm information processing method based on the cloud platform according to the embodiment, for the apparatus disclosed in the embodiment, since it corresponds to the method disclosed in the embodiment, the description is simpler, and for relevant points, reference may be made to partial description of the method.
Claims (10)
1. The alarm information processing method based on the cloud platform is characterized by comprising the following steps:
step 1, after the alarm information is detected in the current period, storing the current alarm information into a first set;
step 2, acquiring historical alarm information stored in a second set;
and 3, classifying the current alarm information in the first set and the historical alarm information in the second set, wherein the categories of the alarm information at least comprise: newly generated alarm information, continuously generated alarm information and finished alarm information;
and step 4, determining whether to report the alarm information to the cloud platform according to the category of the alarm information, storing the newly generated alarm information and the continuous alarm information to a second set, and emptying the first set.
2. The cloud platform-based alarm information processing method of claim 1, wherein the classifying the current alarm information in the first set and the historical alarm information in the second set comprises:
and determining a first type of alarm information set which is in the first set but not in the second set, and judging the alarm information in the first type of alarm information set as newly-generated alarm information.
3. The alarm information processing method based on the cloud platform as claimed in claim 2, wherein the determining whether to report the alarm information to the cloud platform according to the category of the alarm information comprises: respectively setting the starting time attribute of the alarm information in the first type alarm information set as the current time, reporting the starting time attribute to a cloud platform, and reporting the alarm information in the first type alarm information set of the cloud platform as newly generated alarm information;
the storing the newly generated alarm information to the second set comprises: and respectively setting the starting time attribute of the alarm information in the first type of alarm information set as the current time, and storing the current time attribute to a second set.
4. The cloud platform-based alarm information processing method of claim 2 or 3, wherein the newly generated alarm information further includes alarm information detected in a first period, and the classifying the current alarm information in the first set and the historical alarm information in the second set includes:
and detecting whether the second set is an empty set, and if so, judging that all the alarm information in the first set is the alarm information detected in the first period.
5. The cloud platform-based alarm information processing method of claim 1, wherein the classifying the current alarm information in the first set and the historical alarm information in the second set comprises:
and determining a second type of alarm information set in the first set and in the second set, and judging the alarm information in the second type of alarm information set as the alarm information which continuously occurs.
6. The alarm information processing method based on the cloud platform as claimed in claim 5, wherein the determining whether to report the alarm information to the cloud platform according to the category of the alarm information comprises: not reporting the alarm information in the second type alarm information set to a cloud platform;
the storing of the continuously occurring alert information to the second set comprises: and respectively setting the starting time attribute of the alarm information in the second type alarm information set as the current time, and storing the current time attribute to the second set.
7. The cloud platform-based alarm information processing method of claim 1, wherein the classifying the current alarm information in the first set and the historical alarm information in the second set comprises:
and determining a third type alarm information set which is not in the first set but in the second set, and judging the alarm information in the third type alarm information set as the finished alarm information.
8. The alarm information processing method based on the cloud platform as claimed in claim 7, further comprising: respectively acquiring the starting time attribute of the alarm information in the third type of alarm information set, respectively calculating the time difference between the starting time and the current time, if the time difference is greater than the preset time length, judging the corresponding alarm information as the finished alarm information, otherwise, storing the corresponding alarm information into the second set.
9. The alarm information processing method based on the cloud platform according to claim 7 or 8, wherein the determining whether to report the alarm information to the cloud platform according to the category of the alarm information includes: and reporting the finished alarm information set to the cloud platform, and reporting the alarm information set to the finished alarm information set by the cloud platform.
10. Alarm information processing apparatus based on cloud platform, its characterized in that includes:
the first storage unit is used for storing the current alarm information into a first set after the alarm information is detected in the current period;
the acquisition unit is used for acquiring the historical alarm information stored in the second set;
a classification unit, configured to classify current alarm information in the first set and historical alarm information in the second set, where the classification of the alarm information at least includes: newly generated alarm information, continuously generated alarm information and finished alarm information;
the reporting unit is used for determining whether to report the alarm information to the cloud platform according to the type of the alarm information;
and the second storage unit is used for storing the newly generated alarm information and the continuous alarm information into a second set and emptying the first set.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202010338971.2A CN111555917A (en) | 2020-04-26 | 2020-04-26 | Alarm information processing method and device based on cloud platform |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202010338971.2A CN111555917A (en) | 2020-04-26 | 2020-04-26 | Alarm information processing method and device based on cloud platform |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| CN111555917A true CN111555917A (en) | 2020-08-18 |
Family
ID=72004449
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN202010338971.2A Pending CN111555917A (en) | 2020-04-26 | 2020-04-26 | Alarm information processing method and device based on cloud platform |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN111555917A (en) |
Cited By (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN113421241A (en) * | 2021-06-23 | 2021-09-21 | 平安国际智慧城市科技股份有限公司 | Abnormal event reporting method and device, computer equipment and storage medium |
| CN115118464A (en) * | 2022-06-10 | 2022-09-27 | 深信服科技股份有限公司 | Method and device for detecting defect host, electronic equipment and storage medium |
Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN1462130A (en) * | 2002-05-27 | 2003-12-17 | 华为技术有限公司 | Treatment method of flash cut worning in network management system |
| CN105357032A (en) * | 2015-10-14 | 2016-02-24 | 烽火通信科技股份有限公司 | Method for combining history warning quantities of oscillation flash warnings |
| WO2019076951A1 (en) * | 2017-10-20 | 2019-04-25 | Defendec Oü | Intrusion detection methods and devices |
| CN110660198A (en) * | 2019-09-29 | 2020-01-07 | 广东美的制冷设备有限公司 | Alarm information processing method and device and household appliance |
-
2020
- 2020-04-26 CN CN202010338971.2A patent/CN111555917A/en active Pending
Patent Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN1462130A (en) * | 2002-05-27 | 2003-12-17 | 华为技术有限公司 | Treatment method of flash cut worning in network management system |
| CN105357032A (en) * | 2015-10-14 | 2016-02-24 | 烽火通信科技股份有限公司 | Method for combining history warning quantities of oscillation flash warnings |
| WO2019076951A1 (en) * | 2017-10-20 | 2019-04-25 | Defendec Oü | Intrusion detection methods and devices |
| CN110660198A (en) * | 2019-09-29 | 2020-01-07 | 广东美的制冷设备有限公司 | Alarm information processing method and device and household appliance |
Non-Patent Citations (1)
| Title |
|---|
| 马秀丽; 王红霞; 张凌云: "" 网络故障管理系统中告警相关性分析实现技术研究"", 《沈阳理工大学学报》, 15 June 2009 (2009-06-15) * |
Cited By (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN113421241A (en) * | 2021-06-23 | 2021-09-21 | 平安国际智慧城市科技股份有限公司 | Abnormal event reporting method and device, computer equipment and storage medium |
| CN113421241B (en) * | 2021-06-23 | 2023-08-18 | 平安国际智慧城市科技股份有限公司 | Abnormal event reporting method and device, computer equipment and storage medium |
| CN115118464A (en) * | 2022-06-10 | 2022-09-27 | 深信服科技股份有限公司 | Method and device for detecting defect host, electronic equipment and storage medium |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| CN110839016B (en) | Abnormal flow monitoring method, device, equipment and storage medium | |
| CN111917877A (en) | Data processing method and device for Internet of things equipment, electronic equipment and storage medium | |
| CN112188531A (en) | Abnormality detection method, abnormality detection device, electronic apparatus, and computer storage medium | |
| CN107391335B (en) | Method and equipment for checking health state of cluster | |
| CN111555917A (en) | Alarm information processing method and device based on cloud platform | |
| CN115796708B (en) | Big data intelligent quality inspection method, system and medium for engineering construction | |
| CN114155692A (en) | Equipment fault reporting method, device and storage medium | |
| CN111241151A (en) | Service data analysis early warning method, system, storage medium and computing device | |
| CN108306997B (en) | Domain name resolution monitoring method and device | |
| CN111738463A (en) | Operation and maintenance method, device, system, electronic equipment and storage medium | |
| CN112729884B (en) | Equipment fault diagnosis method and device based on big data | |
| CN116595469A (en) | Real-time data abnormality warning method and device and electronic equipment | |
| CN108446739B (en) | Data entry monitoring method and device | |
| CN110910061A (en) | Material management method, material management system, storage medium and electronic equipment | |
| CN113434823B (en) | Data acquisition task abnormity early warning method and device, computer equipment and medium | |
| CN115904883A (en) | RPA flow execution visualization abnormity monitoring method, device and medium | |
| CN113884889B (en) | Method and device for battery safety pre-warning, storage medium and electronic equipment | |
| CN112069168B (en) | Cloud storage method for equipment operation data | |
| CN113052272A (en) | Abnormity detection method and device, electronic equipment and storage medium | |
| CN111176931A (en) | Operation monitoring method, operation monitoring device, server and storage medium | |
| CN118055258B (en) | Image processing-based video monitoring method and system for oil pump test bed | |
| CN115017014B (en) | Highway electromechanical monitoring system and method | |
| CN114138620B (en) | Cloud platform log explosion detection method, device, equipment and storage medium | |
| CN114444536A (en) | Equipment production condition monitoring method and system based on vibration detection and storage medium | |
| CN112948213A (en) | Open source product monitoring method and related equipment thereof |
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 | ||
| RJ01 | Rejection of invention patent application after publication |
Application publication date: 20200818 |