CN104268058A - Background monitoring device and method - Google Patents

Background monitoring device and method Download PDF

Info

Publication number
CN104268058A
CN104268058A CN201410498350.5A CN201410498350A CN104268058A CN 104268058 A CN104268058 A CN 104268058A CN 201410498350 A CN201410498350 A CN 201410498350A CN 104268058 A CN104268058 A CN 104268058A
Authority
CN
China
Prior art keywords
noise ratio
optical signal
signal
background monitoring
monitoring device
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.)
Granted
Application number
CN201410498350.5A
Other languages
Chinese (zh)
Other versions
CN104268058B (en
Inventor
王雷
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Agricultural Bank of China
Original Assignee
Agricultural Bank of China
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Agricultural Bank of China filed Critical Agricultural Bank of China
Priority to CN201410498350.5A priority Critical patent/CN104268058B/en
Publication of CN104268058A publication Critical patent/CN104268058A/en
Application granted granted Critical
Publication of CN104268058B publication Critical patent/CN104268058B/en
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Landscapes

  • Optical Communication System (AREA)
  • Measuring Temperature Or Quantity Of Heat (AREA)

Abstract

The invention discloses a background monitoring device and method. The background monitoring device comprises a temperature sensor, an optical fiber sensor, an optical spectrum analyzer and a monitoring device, wherein the temperature sensor is arranged on a central processing unit (CPU) and an internal storage chip and used for collecting a temperature signal; the optical fiber sensor is arranged on an optical fiber between network nodes and used for collecting optical fiber frequency spectrum; the optical spectrum analyzer is connected with the optical fiber sensor and used for calculating optical signal to noise ratio by means of the optical fiber frequency spectrum; the monitoring device is connected with the optical spectrum analyzer and the temperature sensor and used for recording the temperature signal and the optical signal to noise ratio. By means of the background monitoring device and method, monitoring softwares are not required in a background processing system, existing system resources are not occupied, deployment of original network is not affected, and effective monitoring can still be achieved during faults such as constrained resources of the background processing system.

Description

A kind of background monitoring device and method
Technical field
The application relates to supervisory system technical field, more particularly, relates to a kind of background monitoring device and method.
Background technology
Modern humans origin construction has special background processing system, and its server for oral administration, network node are numerous, based on these hardware foundations, runs a lot of financial service system.In order to can the timely early warning when pinpointing the problems, and facilitating the efficient disposal system bottleneck in bank backstage, needing to monitor in real time these valuable sources.
Existing most of supervisory system is all use software form, namely in the system needing monitoring, sets up watchdog routine.And watchdog routine itself takies certain system resource, when generation systems resource is nervous, watchdog routine self also will work, and cannot effectively realize monitoring object.Further, the deployment that watchdog routine can affect legacy network is set up.
Summary of the invention
In view of this, this application provides a kind of background monitoring device and method, being all set up watchdog routine in system to be monitored for solving existing monitoring scheme, affecting the deployment of legacy network, and watchdog routine cannot the problem of effective implementing monitoring when system resource is nervous.
To achieve these goals, the existing scheme proposed is as follows:
A kind of background monitoring device, comprising:
Be arranged on central processor CPU and Memory slice, for the temperature sensor of collecting temperature signal;
Be arranged on the Fibre Optical Sensor on the optical fiber between network node, for gathering optical fiber frequency spectrum;
Be connected with described Fibre Optical Sensor, for the spectroanalysis instrument utilizing described optical fiber frequency spectrum to calculate Optical Signal To Noise Ratio;
The watch-dog be connected with described spectroanalysis instrument, described temperature sensor, for recording described temperature signal and described Optical Signal To Noise Ratio.
Preferably, described watch-dog comprises:
Data server, for recording described temperature signal and described Optical Signal To Noise Ratio;
Described watch-dog also comprises:
Application server, for judging whether described temperature signal and/or described Optical Signal To Noise Ratio meet pre-conditioned, presets corresponding emergency operation if then trigger.
Preferably, described watch-dog also comprises:
Wireless communication module, for mailing to user terminal by the information of described data server record.
Preferably, described application server comprises:
Resource distribution module, for the temperature value of CPU judging to gather in n1 minute always more than the first preset temperature value time, distribute the dynamic resource of predetermined amount to described CPU;
Channel allocation module, for when judging that described Optical Signal To Noise Ratio preset Optical Signal To Noise Ratio value in n2 minute more than first always, is the passage of described fiber distribution predetermined number.
Preferably, described temperature sensor is thermistor.
Preferably, described temperature sensor is the infrared ray sensor of Vacuum Package.
A kind of background monitoring method, be applied to above-mentioned background monitoring device, the method comprises:
Gather the temperature signal of central processor CPU and Memory slice;
The optical fiber frequency spectrum of optical fiber between collection network node;
Described optical fiber frequency spectrum is utilized to calculate Optical Signal To Noise Ratio;
Record described temperature signal and described Optical Signal To Noise Ratio.
Preferably, the method also comprises:
Judge whether described temperature signal and/or described Optical Signal To Noise Ratio meet pre-conditioned, preset corresponding emergency operation if then trigger.
Preferably, the method also comprises:
Described temperature signal and described Optical Signal To Noise Ratio are mail to user terminal.
Preferably, describedly judge whether described temperature signal and/or described Optical Signal To Noise Ratio meet pre-conditioned, preset corresponding emergency operation if then trigger, comprising:
The temperature value of CPU judging to gather in n1 minute always more than the first preset temperature value time, distribute the dynamic resource of predetermined amount to described CPU;
When judging that described Optical Signal To Noise Ratio preset Optical Signal To Noise Ratio value in n2 minute more than first always, it is the passage of described fiber distribution predetermined number.
As can be seen from above-mentioned technical scheme, the background monitoring device that the embodiment of the present application provides, by set temperature sensor on central processor CPU and Memory slice, collecting temperature signal, between network node, optical fiber arranges Fibre Optical Sensor, gathers optical fiber frequency spectrum, optical fiber frequency spectrum is utilized to calculate Optical Signal To Noise Ratio by spectroanalysis instrument, finally the temperature signal of collection and the Optical Signal To Noise Ratio of calculating are mail to watch-dog, carry out record by the latter, achieve the monitoring to background processing system duty.Further, the supervising device that the application provides does not need to set up monitoring software in background processing system, does not take existing system resource, can not affect the deployment of legacy network yet, still can effective implementing monitoring when faults such as background processing system resource are nervous.
Accompanying drawing explanation
In order to be illustrated more clearly in the embodiment of the present application or technical scheme of the prior art, be briefly described to the accompanying drawing used required in embodiment or description of the prior art below, apparently, accompanying drawing in the following describes is only the embodiment of the application, for those of ordinary skill in the art, under the prerequisite not paying creative work, other accompanying drawing can also be obtained according to the accompanying drawing provided.
Fig. 1 is a kind of background monitoring apparatus structure schematic diagram disclosed in the embodiment of the present application;
The structural representation of Fig. 2 watch-dog disclosed in the embodiment of the present application;
The structural representation of Fig. 3 application server disclosed in the embodiment of the present application;
Fig. 4 is another kind of background monitoring apparatus structure schematic diagram disclosed in the embodiment of the present application;
Fig. 5 is a kind of background monitoring method flow diagram disclosed in the embodiment of the present application;
Fig. 6 is another kind of background monitoring method flow diagram disclosed in the embodiment of the present application;
Fig. 7 is the embodiment of the present application another background monitoring method flow diagram disclosed.
Embodiment
Below in conjunction with the accompanying drawing in the embodiment of the present application, be clearly and completely described the technical scheme in the embodiment of the present application, obviously, described embodiment is only some embodiments of the present application, instead of whole embodiments.Based on the embodiment in the application, those of ordinary skill in the art are not making the every other embodiment obtained under creative work prerequisite, all belong to the scope of the application's protection.
See Fig. 1, Fig. 1 a kind of background monitoring apparatus structure schematic diagram disclosed in the embodiment of the present application.
As shown in Figure 1, this background monitoring device comprises:
Be arranged on central processor CPU and Memory slice, for the temperature sensor 11 of collecting temperature signal;
Particularly, on CPU, we are provided with temperature sensor 11, equally also set temperature sensor 11 on Memory slice.If Memory slice has multiple, so more multiple Memory slice is provided with temperature sensor.
Be arranged on the Fibre Optical Sensor 12 on the optical fiber between network node, for gathering optical fiber frequency spectrum;
Be connected with described Fibre Optical Sensor 12, for the spectroanalysis instrument 13 utilizing described optical fiber frequency spectrum to calculate Optical Signal To Noise Ratio;
The watch-dog 14 be connected with described spectroanalysis instrument 13, described temperature sensor 11, for recording described temperature signal and described Optical Signal To Noise Ratio.
In order to realize the real-time monitoring to background processing system such as banks, we are provided with temperature sensor on the central processor CPU and Memory slice of system.Because the system failure mainly concentrates on CPU and Memory slice, by the temperature detection to these two parts, indirectly can determine whether it is in normal operating condition.Such as, when cpu temperature being detected more than 80 degree, be probably that cpu resource is inadequate.
In like manner, in order to Sampling network bandwidth, our optical fiber between network loan is provided with Fibre Optical Sensor, gathers optical fiber frequency spectrum, and then issue the calculating that spectroanalysis instrument carries out Optical Signal To Noise Ratio.Can current network bandwidth being understood by the Optical Signal To Noise Ratio of analytical calculation, can control to increase number of channels when finding bandwidth deficiency.
In the present embodiment, watch-dog gathers and the parameter that calculates, as the basic data of follow-up work for recording.Watch-dog can be the terminals such as notebook, IPAD, a smart mobile phone.
The background monitoring device that the embodiment of the present application provides, by set temperature sensor on central processor CPU and Memory slice, collecting temperature signal, between network node, optical fiber arranges Fibre Optical Sensor, gather optical fiber frequency spectrum, utilize optical fiber frequency spectrum to calculate Optical Signal To Noise Ratio by spectroanalysis instrument, finally the temperature signal of collection and the Optical Signal To Noise Ratio of calculating are mail to watch-dog, carry out record by the latter, achieve the monitoring to background processing system duty.Further, the supervising device that the application provides does not need to set up monitoring software in background processing system, does not take existing system resource, can not affect the deployment of legacy network yet, still can effective implementing monitoring when faults such as background processing system resource are nervous.
The temperature sensor introduced in above-described embodiment can be thermistor or infrared ray sensor.Adopt thermistor as temperature sensor time, the advantage of thermistor can be made full use of, such as highly sensitive, operating temperature range is wide, volume is little, easy to use, stability good, overload capacity is strong.
When tested CPU, Memory slice not easily contact, when contact type temperature sensor cannot be set easily, some non-contact temperature sensors can be selected.The infrared temperature sensor of such as Vacuum Package.Develop at present and there are 90 degree of wide field ranges, and the 16*16 haplotype non-contact temperature sensor of high precision regional temperature detection can have been realized.
See the structural representation of Fig. 2, Fig. 2 watch-dog disclosed in the embodiment of the present application.
As shown in Figure 2, watch-dog 14 can comprise:
Data server 21, for recording described temperature signal and described Optical Signal To Noise Ratio;
Particularly, the Optical Signal To Noise Ratio that the temperature signal gathered for temperature sensor 11 and spectroanalysis instrument 13 calculate, all carries out record by data server 141.
On the basis of the above, described watch-dog 14 can also comprise:
Application server 22, for judging whether described temperature signal and/or described Optical Signal To Noise Ratio meet pre-conditioned, presets corresponding emergency operation if then trigger.
Particularly, watch-dog 14, except recording data, can also possess other function.Disclose the function of the application server 22 that it comprises in the present embodiment, namely judge whether temperature signal and/or described Optical Signal To Noise Ratio meet pre-conditioned, preset corresponding emergency operation if then trigger.
Here, we can pre-set condition, and such as cpu temperature value is more than 50 degree, then trigger emergency operation: to CPU monthly dynamics resource; Memory slice temperature value more than 60 degree, then triggers emergency operation: be Memory slice monthly dynamics internal memory; Optical Signal To Noise Ratio more than 20%, then triggers emergency operation: be fiber distribution passage, etc.Certainly, above-mentioned citing is only be described for a signal, and we can also carry out combination in any judgement to cpu temperature value, Memory slice temperature value and Optical Signal To Noise Ratio, and is meeting the emergency operation triggering correspondence under certain condition.
See the structural representation of Fig. 3, Fig. 3 application server disclosed in the embodiment of the present application.
As shown in Figure 3, application server 22 comprises:
Resource distribution module 31, for the temperature value of CPU judging to gather in n1 minute always more than the first preset temperature value time, distribute the dynamic resource of predetermined amount to described CPU;
Channel allocation module 32, for when judging that described Optical Signal To Noise Ratio preset Optical Signal To Noise Ratio value in n2 minute more than first always, is the passage of described fiber distribution predetermined number.
It should be noted that, n1 and n2 is all the numerical value preset here.It is also the numerical value preset that first preset temperature value, first presets Optical Signal To Noise Ratio value, and it is determined according to historical experience.
Resource distribution module 31 in the present embodiment provides a kind of new emergency response measure, namely determining that cpu temperature value is continued above preset temperature value within a certain period of time, think that the nervous problem of resource has appearred in CPU, therefore can take emergency operation, distribute the dynamic resource of predetermined amount to CPU.
By above-mentioned deterministic process, eliminate the unexpected overtemperature of CPU under some abnormal conditions, and when falling back normal temperature in a short period of time, the maloperation caused.
In like manner, also can carry out above-mentioned deterministic process for Memory slice and optical fiber, and determine its meet pre-conditioned after, perform corresponding operation.
In this way, the problem still needing manually to go field maintemance after noting abnormalities is avoided.
See Fig. 4, Fig. 4 another kind of background monitoring apparatus structure schematic diagram disclosed in the embodiment of the present application.Composition graphs 1, Fig. 2 and Fig. 4 are known, and background monitoring device can also comprise:
Wireless communication module 41, mails to user terminal for the information recorded by described data server 21.
Remote user terminals can receive by wireless communication module 41 the various information that data server 21 records, thus can the running status of real-time monitoring system, can carry out attended operation in time when finding a certain data exception.
Be described the background monitoring method that the embodiment of the present application provides below, background monitoring method described below can mutual corresponding reference with above-described background monitoring device.
See Fig. 5, Fig. 5 a kind of background monitoring method flow diagram disclosed in the embodiment of the present application.
As shown in Figure 5, this method for supervising comprises:
Step S500, temperature sensor 11 gather the temperature signal of central processor CPU and Memory slice;
The optical fiber frequency spectrum of optical fiber between step S510, Fibre Optical Sensor 12 collection network node;
Step S520, spectroanalysis instrument 13 utilize described optical fiber frequency spectrum to calculate Optical Signal To Noise Ratio;
Step S530, watch-dog 14 record described temperature signal and described Optical Signal To Noise Ratio.
The background monitoring method that the embodiment of the present application provides, utilize the temperature sensor collecting temperature signal be arranged on central processor CPU and Memory slice, the Fibre Optical Sensor be arranged between network node on optical fiber is utilized to gather optical fiber frequency spectrum, optical fiber frequency spectrum is utilized to calculate Optical Signal To Noise Ratio, the temperature signal finally gathered by watch-dog record and the Optical Signal To Noise Ratio of calculating by spectroanalysis instrument.The method for supervising of the application, achieves the monitoring to background processing system duty.Further, the application does not need to set up monitoring software in background processing system, does not take existing system resource, can not affect the deployment of legacy network yet, still can effective implementing monitoring when faults such as background processing system resource are nervous.
Optionally, when platform supervising device also comprises application server in the rear, background monitoring method disclosed in the embodiment of the present application can also expand further.See Fig. 6, Fig. 6 another kind of background monitoring method flow diagram disclosed in the embodiment of the present application.
As shown in Figure 6, the method also comprises:
Step S600, judge whether described temperature signal and/or described Optical Signal To Noise Ratio meet pre-conditioned, preset corresponding emergency operation if then trigger.
Wherein, step S600: judge whether described temperature signal and/or described Optical Signal To Noise Ratio meet pre-conditioned, can comprise if then trigger the process presetting corresponding emergency operation:
The temperature value of CPU judging to gather in n1 minute always more than the first preset temperature value time, distribute the dynamic resource of predetermined amount to described CPU;
When judging that described Optical Signal To Noise Ratio preset Optical Signal To Noise Ratio value in n2 minute more than first always, it is the passage of described fiber distribution predetermined number.
Optionally, when platform supervising device also comprises wireless communication module in the rear, see Fig. 7, the method can also comprise:
Step S700, described temperature signal and described Optical Signal To Noise Ratio are mail to user terminal.
Finally, also it should be noted that, in this article, the such as relational terms of first and second grades and so on is only used for an entity or operation to separate with another entity or operational zone, and not necessarily requires or imply the relation that there is any this reality between these entities or operation or sequentially.And, term " comprises ", " comprising " or its any other variant are intended to contain comprising of nonexcludability, thus make to comprise the process of a series of key element, method, article or equipment and not only comprise those key elements, but also comprise other key elements clearly do not listed, or also comprise by the intrinsic key element of this process, method, article or equipment.When not more restrictions, the key element limited by statement " comprising ... ", and be not precluded within process, method, article or the equipment comprising described key element and also there is other identical element.
In this instructions, each embodiment adopts the mode of going forward one by one to describe, and what each embodiment stressed is the difference with other embodiments, between each embodiment identical similar portion mutually see.
To the above-mentioned explanation of the disclosed embodiments, professional and technical personnel in the field are realized or uses the application.To be apparent for those skilled in the art to the multiple amendment of these embodiments, General Principle as defined herein when not departing from the spirit or scope of the application, can realize in other embodiments.Therefore, the application can not be restricted to these embodiments shown in this article, but will meet the widest scope consistent with principle disclosed herein and features of novelty.

Claims (10)

1. a background monitoring device, is characterized in that, comprising:
Be arranged on central processor CPU and Memory slice, for the temperature sensor of collecting temperature signal;
Be arranged on the Fibre Optical Sensor on the optical fiber between network node, for gathering optical fiber frequency spectrum;
Be connected with described Fibre Optical Sensor, for the spectroanalysis instrument utilizing described optical fiber frequency spectrum to calculate Optical Signal To Noise Ratio;
The watch-dog be connected with described spectroanalysis instrument, described temperature sensor, for recording described temperature signal and described Optical Signal To Noise Ratio.
2. background monitoring device according to claim 1, is characterized in that, described watch-dog comprises:
Data server, for recording described temperature signal and described Optical Signal To Noise Ratio;
Described watch-dog also comprises:
Application server, for judging whether described temperature signal and/or described Optical Signal To Noise Ratio meet pre-conditioned, presets corresponding emergency operation if then trigger.
3. background monitoring device according to claim 2, is characterized in that, described watch-dog also comprises:
Wireless communication module, for mailing to user terminal by the information of described data server record.
4. background monitoring device according to claim 2, is characterized in that, described application server comprises:
Resource distribution module, for the temperature value of CPU judging to gather in n1 minute always more than the first preset temperature value time, distribute the dynamic resource of predetermined amount to described CPU;
Channel allocation module, for when judging that described Optical Signal To Noise Ratio preset Optical Signal To Noise Ratio value in n2 minute more than first always, is the passage of described fiber distribution predetermined number.
5. the background monitoring device according to claim 1-4 any one, is characterized in that, described temperature sensor is thermistor.
6. the background monitoring device according to claim 1-4 any one, is characterized in that, described temperature sensor is the infrared ray sensor of Vacuum Package.
7. a background monitoring method, is characterized in that, be applied to the background monitoring device of claim 1, the method comprises:
Gather the temperature signal of central processor CPU and Memory slice;
The optical fiber frequency spectrum of optical fiber between collection network node;
Described optical fiber frequency spectrum is utilized to calculate Optical Signal To Noise Ratio;
Record described temperature signal and described Optical Signal To Noise Ratio.
8. background monitoring method according to claim 7, is characterized in that, when platform supervising device also comprises application server according to claim 2 in the rear, the method also comprises:
Judge whether described temperature signal and/or described Optical Signal To Noise Ratio meet pre-conditioned, preset corresponding emergency operation if then trigger.
9. background monitoring method according to claim 8, is characterized in that, when platform supervising device also comprises wireless communication module according to claim 3 in the rear, the method also comprises:
Described temperature signal and described Optical Signal To Noise Ratio are mail to user terminal.
10. background monitoring method according to claim 8, is characterized in that, describedly judges whether described temperature signal and/or described Optical Signal To Noise Ratio meet pre-conditioned, presets corresponding emergency operation, comprising if then trigger:
The temperature value of CPU judging to gather in n1 minute always more than the first preset temperature value time, distribute the dynamic resource of predetermined amount to described CPU;
When judging that described Optical Signal To Noise Ratio preset Optical Signal To Noise Ratio value in n2 minute more than first always, it is the passage of described fiber distribution predetermined number.
CN201410498350.5A 2014-09-25 2014-09-25 A kind of background monitoring device and method Active CN104268058B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201410498350.5A CN104268058B (en) 2014-09-25 2014-09-25 A kind of background monitoring device and method

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201410498350.5A CN104268058B (en) 2014-09-25 2014-09-25 A kind of background monitoring device and method

Publications (2)

Publication Number Publication Date
CN104268058A true CN104268058A (en) 2015-01-07
CN104268058B CN104268058B (en) 2017-10-20

Family

ID=52159581

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201410498350.5A Active CN104268058B (en) 2014-09-25 2014-09-25 A kind of background monitoring device and method

Country Status (1)

Country Link
CN (1) CN104268058B (en)

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN111198795A (en) * 2019-12-23 2020-05-26 曙光信息产业股份有限公司 Method and device for acquiring memory temperature by substrate controller

Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPH05172693A (en) * 1991-12-26 1993-07-09 Sumitomo Electric Ind Ltd Monitor devise of star bus type optical fiber line network
CN102298431A (en) * 2010-06-28 2011-12-28 鸿富锦精密工业(深圳)有限公司 Computer heat radiation control system and method
CN204215397U (en) * 2014-09-25 2015-03-18 中国农业银行股份有限公司 A kind of background monitoring device

Patent Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPH05172693A (en) * 1991-12-26 1993-07-09 Sumitomo Electric Ind Ltd Monitor devise of star bus type optical fiber line network
CN102298431A (en) * 2010-06-28 2011-12-28 鸿富锦精密工业(深圳)有限公司 Computer heat radiation control system and method
CN204215397U (en) * 2014-09-25 2015-03-18 中国农业银行股份有限公司 A kind of background monitoring device

Non-Patent Citations (2)

* Cited by examiner, † Cited by third party
Title
何俊等: "DMDW系统光通道性能在线监控模块", 《光通信研究》 *
李少晖等: "光网络性能监测技术", 《电信网技术》 *

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN111198795A (en) * 2019-12-23 2020-05-26 曙光信息产业股份有限公司 Method and device for acquiring memory temperature by substrate controller

Also Published As

Publication number Publication date
CN104268058B (en) 2017-10-20

Similar Documents

Publication Publication Date Title
CN105446328B (en) Generating set remote fault diagnosis and health monitoring systems and data capture method
CN104866632B (en) Fault data acquisition methods, device and the terminal of home appliance
CN106291253A (en) A kind of anti-electricity-theft early warning analysis method
US20200081054A1 (en) Power line issue diagnostic methods and apparatus using distributed analytics
CN103439613A (en) Electric power security integrated monitoring device and analyzing method thereof
CN108871434A (en) A kind of on-line monitoring system and method for slewing
CN106972626A (en) The running status inspection method of power equipment, apparatus and system
CN104616416A (en) Multi-sensor information fusion-based wireless fire alarm system
CN103308859A (en) Monitoring system and monitoring method for statuses of storage batteries
CN103581951A (en) Base station detection method and device
CN113676534A (en) AI algorithm flow and service all-in-one machine based on edge calculation
CN105373118A (en) Intelligent equipment data acquisition method
CN114548437A (en) Intelligent operation and maintenance system and method for rotating equipment based on industrial Internet of things
CN108872780A (en) Charge livewire work detection, system and the terminal device reconnoitred
CN107356835A (en) A kind of intelligent electrical energy monitoring analysis system
KR101003182B1 (en) System and method for automated measurement of environment noise
CN204215397U (en) A kind of background monitoring device
CN116894247B (en) Method and system for protecting computer system security
CN104268058A (en) Background monitoring device and method
CN105262229A (en) Monitoring method based on electric transmission and transformation equipment
CN107091961A (en) Electric power monitoring method and system based on user side
CN111044100A (en) Sensor device for electric power metering and control method
CN113741249B (en) Industrial control system network security analysis monitoring system
TWI655841B (en) Analysis system and analysis method of solar power generation efficiency
CN113296047A (en) Intelligent ammeter detection method

Legal Events

Date Code Title Description
C06 Publication
PB01 Publication
C10 Entry into substantive examination
SE01 Entry into force of request for substantive examination
GR01 Patent grant
GR01 Patent grant