CN110350475A - A kind of Electrical Safety detection system based on artificial intelligence - Google Patents
A kind of Electrical Safety detection system based on artificial intelligence Download PDFInfo
- Publication number
- CN110350475A CN110350475A CN201910553991.9A CN201910553991A CN110350475A CN 110350475 A CN110350475 A CN 110350475A CN 201910553991 A CN201910553991 A CN 201910553991A CN 110350475 A CN110350475 A CN 110350475A
- Authority
- CN
- China
- Prior art keywords
- module
- artificial intelligence
- data
- detection
- monitoring system
- 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
Classifications
-
- H—ELECTRICITY
- H02—GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
- H02H—EMERGENCY PROTECTIVE CIRCUIT ARRANGEMENTS
- H02H3/00—Emergency protective circuit arrangements for automatic disconnection directly responsive to an undesired change from normal electric working condition with or without subsequent reconnection ; integrated protection
- H02H3/26—Emergency protective circuit arrangements for automatic disconnection directly responsive to an undesired change from normal electric working condition with or without subsequent reconnection ; integrated protection responsive to difference between voltages or between currents; responsive to phase angle between voltages or between currents
- H02H3/32—Emergency protective circuit arrangements for automatic disconnection directly responsive to an undesired change from normal electric working condition with or without subsequent reconnection ; integrated protection responsive to difference between voltages or between currents; responsive to phase angle between voltages or between currents involving comparison of the voltage or current values at corresponding points in different conductors of a single system, e.g. of currents in go and return conductors
-
- H—ELECTRICITY
- H02—GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
- H02H—EMERGENCY PROTECTIVE CIRCUIT ARRANGEMENTS
- H02H5/00—Emergency protective circuit arrangements for automatic disconnection directly responsive to an undesired change from normal non-electric working conditions with or without subsequent reconnection
- H02H5/04—Emergency protective circuit arrangements for automatic disconnection directly responsive to an undesired change from normal non-electric working conditions with or without subsequent reconnection responsive to abnormal temperature
-
- H—ELECTRICITY
- H02—GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
- H02H—EMERGENCY PROTECTIVE CIRCUIT ARRANGEMENTS
- H02H7/00—Emergency protective circuit arrangements specially adapted for specific types of electric machines or apparatus or for sectionalised protection of cable or line systems, and effecting automatic switching in the event of an undesired change from normal working conditions
- H02H7/26—Sectionalised protection of cable or line systems, e.g. for disconnecting a section on which a short-circuit, earth fault, or arc discharge has occured
- H02H7/261—Sectionalised protection of cable or line systems, e.g. for disconnecting a section on which a short-circuit, earth fault, or arc discharge has occured involving signal transmission between at least two stations
- H02H7/262—Sectionalised protection of cable or line systems, e.g. for disconnecting a section on which a short-circuit, earth fault, or arc discharge has occured involving signal transmission between at least two stations involving transmissions of switching or blocking orders
-
- H—ELECTRICITY
- H02—GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
- H02H—EMERGENCY PROTECTIVE CIRCUIT ARRANGEMENTS
- H02H7/00—Emergency protective circuit arrangements specially adapted for specific types of electric machines or apparatus or for sectionalised protection of cable or line systems, and effecting automatic switching in the event of an undesired change from normal working conditions
- H02H7/26—Sectionalised protection of cable or line systems, e.g. for disconnecting a section on which a short-circuit, earth fault, or arc discharge has occured
- H02H7/261—Sectionalised protection of cable or line systems, e.g. for disconnecting a section on which a short-circuit, earth fault, or arc discharge has occured involving signal transmission between at least two stations
- H02H7/263—Sectionalised protection of cable or line systems, e.g. for disconnecting a section on which a short-circuit, earth fault, or arc discharge has occured involving signal transmission between at least two stations involving transmissions of measured values
Abstract
The Electrical Safety detection system based on artificial intelligence that the invention discloses a kind of, is related to electrical safety technology technical field.The Electrical Safety detection system, the residual current and temperature data on power supply circuit are acquired by detection module, monitoring system server is transferred to by electrical control module again, data are periodically uploaded to artificial intelligence study analysis module again by monitoring system server, artificial intelligence study analysis module process data, and control instruction is generated according to data processed result, the instruction is handed down to electrical control module by monitoring system server, electrical control module generates the on-off of a high level or low level control relay module normally-closed contact by output end, to control the on-off of power supply circuit, achieve the purpose that there are disconnect power supply circuit automatically when security risk.
Description
Technical field
The invention belongs to electrical safety technical field more particularly to a kind of Electrical Safety detection systems based on artificial intelligence
System.
Background technique
Electric energy belongs to one of industrial production and the essential energy of daily life, with the development of science and technology, application
It is also more and more in the type and quantity of the electrical equipment of production and life.Meanwhile as economic rapid development and the people are raw
Raising living, electricity consumption are also being continuously increased.Correspondingly, the generation of electrical fire accident then occupy height without under, caused by lose
It is also immeasurable.
Currently, the characteristics of conventional fire automatic alarm system is timely discovery fire, fire extinguishing, evacuation etc. is taken to arrange in time
It applies, is reduced to the maximum extent because fire bring is lost, but conventional fire automatic alarm system is in the monitoring, pre- of electrical problem
There are still deficiencies in police face.
Summary of the invention
In view of the deficiencies of the prior art, the present invention provides a kind of Electrical Safety detection system based on artificial intelligence, according to
Detection data is analyzed and determined by artificial intelligence study analysis module, then issues control instruction to control the logical of power supply circuit
It is disconnected, avoid the generation with electrification.
The present invention is to solve above-mentioned technical problem by the following technical solutions: a kind of electricity consumption based on artificial intelligence
Safety detecting system, comprising:
Detection module, including multiple residual current detection modules and multiple temperature detecting modules；The multiple residual current
Detection module: for detecting on power supply circuit for analyzing the residual current data of leakage current；The multiple temperature detection mould
Block: for detecting the temperature data of power supply circuit；
Multiple relay module: for carrying out auto switching to power supply circuit；
Electrical control module: it is connect with the detection module, multiple relay module；It is detected for obtaining detection module
Data, and be transferred to monitoring system server；The control instruction that monitoring system server is sent is received, relay mould is controlled
Block, to realize the on-off control of power supply circuit；
Monitoring system server: connecting with the electrical control module, for periodically transmitting the electrical control module
Data be uploaded to artificial intelligence study analysis module, and receive the control instruction that artificial intelligence learning analysis module issues；
Artificial intelligence study analysis module: connecting with monitoring system server, is used for analyzing and processing data, and export analysis
Processing result generates control instruction according to analysis and processing result；
Abnormal alarm module: connecting with monitoring system server, for issuing when control instruction is power-off control instruction
Alarm.
Electrical Safety detection system of the invention acquires the residual current and temperature number on power supply circuit by detection module
According to, then monitoring system server is transferred to by electrical control module, data are periodically uploaded to people again by monitoring system server
Work intelligence learning analysis module, artificial intelligence study analysis module process data, and control is generated according to data processed result and is referred to
It enables, which is handed down to electrical control module by monitoring system server, electrical control module generates one by output end
The on-off of a high level or low level control relay module normally-closed contact reaches and deposits to control the on-off of power supply circuit
Disconnect the purpose of power supply circuit automatically in security risk.
Further, the artificial intelligence study analysis module includes Electrical Safety expert knowledge library, knowledge base management list
Member, inference machine, human-computer interaction interface, Electrical Safety knowledge acquisition unit, integrated database and instruction output unit；
Knowing for Electrical Safety domain expert and Electrical Safety knowledge source is obtained using the Electrical Safety knowledge acquisition unit
Know, by the knowledge transformation is production rule by the human-computer interaction interface, then stored by the knowledge base management system
Into Electrical Safety expert knowledge library；The real-time detector data that the monitoring system server uploads is stored to the integrated data
In library, the condition of real-time detector data and production rule in integrated database is carried out matching treatment by the inference machine, so
The conclusion for finding the rule to match afterwards is stored as inference conclusion to integrated database, and described instruction output unit is according to synthesis
Inference conclusion in database issues control instruction.
Further, the multiple temperature detecting module is separately positioned on multiple power supply circuits, and multiple temperature detections
Module is both connected on same bus, and the bus is connect with the electrical control module.
Further, the temperature detecting module uses the temperature sensor of model DS18B20.
Further, the detection module further includes the equal current detection module and electricity connecting with the electrical control module
Press detection module；
The current detection module, for detecting the current data on power supply circuit to analyze serial arc；
The voltage detection module, for detecting the voltage data on power supply circuit to analyze parallel arc.
Further, the Electrical Safety detection system further includes the GPS module connecting with the monitoring system server；
The GPS module, the detection data for being obtained according to electrical control module carry out power supply circuit to accurately track positioning and life
At location data；
Further, the Electrical Safety detection system further includes the timing mould connecting with the monitoring system server
Block, the timing module for self-clocking and export time signal, and are preset with time reference in monitoring system server
Signal；
When time signal is consistent with time reference signal, monitoring system server transmits the electrical control module
Data are uploaded to artificial intelligence study analysis module；When time signal and time reference signal are inconsistent, monitoring system service
The data that device does not upload the electrical control module transmission give artificial intelligence study analysis module.
Further, the Electrical Safety detection system further includes the client connecting with the movement server；It is described
Client uses electricity condition for user's grasp electric appliance.
Correspondingly, a kind of Electrical Safety detection method based on artificial intelligence, including the following steps:
Step (1) obtains detection data, and the detection data includes residual current data and temperature data；
Step (2) periodically uploads the detection data, and is analyzed and processed to the detection data；
Step (3) generates control instruction according to analysis and processing result；
Step (4) issues control instruction, and controls the on-off of power supply circuit.
Compared with prior art, the Electrical Safety detection system provided by the present invention based on artificial intelligence, passes through detection
Module acquires the residual current and temperature data on power supply circuit, then is transferred to monitoring system service by electrical control module
Data are periodically uploaded to artificial intelligence study analysis module, artificial intelligence study analysis module again by device, monitoring system server
Data are handled, and control instruction is generated according to data processed result, which is handed down to electric appliance by monitoring system server
Control module, electrical control module generate a high level or low level control relay module normally-closed contact by output end
On-off avoid taking place frequently with electrification to automatically control the on-off of power supply circuit, improve Electrical Safety.
Artificial intelligence study analysis module of the invention sentences detection data based on Electrical Safety expert knowledge library
Disconnected processing, Electrical Safety expert knowledge library can be continued to optimize and be updated by human-computer interaction interface, and detection accuracy is improved.
The present invention issues alarm in multiplexing electric abnormality, and by Client-Prompt user, there are security risks, avoids use
The generation of electrical fire calamity.
Detailed description of the invention
It, below will be to attached drawing needed in embodiment description in order to illustrate more clearly of technical solution of the present invention
It is briefly described, it should be apparent that, the accompanying drawings in the following description is only one embodiment of the present of invention, general for this field
For logical technical staff, without creative efforts, it is also possible to obtain other drawings based on these drawings.
Fig. 1 is a kind of structural block diagram of the Electrical Safety detection system based on artificial intelligence of the present invention.
Specific embodiment
With reference to the attached drawing in the embodiment of the present invention, the technical solution in the present invention is clearly and completely described,
Obviously, described embodiments are only a part of the embodiments of the present invention, instead of all the embodiments.Based in the present invention
Embodiment, those of ordinary skill in the art's every other embodiment obtained without creative labor,
It shall fall within the protection scope of the present invention.
As shown in Figure 1, a kind of Electrical Safety detection system based on artificial intelligence provided by the present invention, comprising:
For detecting multiple residual current detection moulds on power supply circuit to analyze the residual current data of leakage current
Block；For detecting multiple temperature detecting modules of the temperature data of power supply circuit；For carrying out auto switching to power supply circuit
Multiple relay module.One residual current detection module, one by one temperature detecting module and a relay module corresponding one
A power supply circuit.The input terminal of electrical control module is connect with multiple residual current detection modules and multiple temperature detecting modules,
The output end of electrical control module is connect with multiple relay module；Electrical control module is taken by communication unit and monitoring system
Business device carries out data interaction, and monitoring system server carries out data interaction by network and artificial intelligence study analysis module；With
Also abnormal alarm module, GPS module, timing module and the client of monitoring system server connection.
Electrical control module obtains the data that detection module detects, and is transferred to monitoring system server, monitoring system
Server periodically or will test data according to timing module and be uploaded to artificial intelligence study analysis module；Artificial intelligence study point
Analysis module is analyzed and processed detection data, and (control instruction includes power-off according to analysis and processing result generation control instruction
Control instruction and holding control instruction, power-off control instruction is generated when detection data shows multiplexing electric abnormality, electric to disconnect power supply
Road generates when detection data shows Electrical Safety and keeps control instruction, continues that power supply circuit is kept to connect)；Electrical equipment control mould
Root tuber controls the on-off of corresponding relay module according to control instruction, to control the on-off of corresponding power supply circuit.Work as control instruction
When to power off control instruction, the output end of electrical control module generates a high level, and relay coil has electric current to flow through, relay
Device normally-closed contact disconnects, and power supply circuit is disconnected；When control instruction is to keep control instruction, the output end of electrical control module
A low level, relay coil no current are generated, relay normally closed contact remains closed, and power supply circuit remains up.
As shown in Figure 1, artificial intelligence study analysis module of the invention includes Electrical Safety expert knowledge library, knowledge depositary management
Manage unit, inference machine, human-computer interaction interface, Electrical Safety knowledge acquisition unit, integrated database and instruction output unit；
The knowledge of Electrical Safety domain expert and Electrical Safety knowledge source are obtained using Electrical Safety knowledge acquisition unit, are led to
It is production rule that human-computer interaction interface, which is crossed, by the knowledge transformation, then passes through knowledge base management system storage to Electrical Safety expert
In knowledge base；The real-time detector data that monitoring system server uploads is stored into integrated database, and inference machine is by integrated data
The condition of real-time detector data and production rule in library carries out matching treatment, and the conclusion for then finding the rule to match is made
For inference conclusion storage to integrated database, instructs output unit to issue control according to the inference conclusion in integrated database and refer to
It enables.
Multiple temperature detecting modules are separately positioned on multiple power supply circuits, and multiple temperature detecting modules are both connected to together
In one bus, bus is connect with electrical control module.Temperature detecting module uses the temperature sensor of model DS18B20.
Detection module further includes the current detection module connecting with electrical control module and voltage detection module；Electric current inspection
Module is surveyed, for detecting the current data on power supply circuit to analyze serial arc；Voltage detection module, for detecting power supply
To analyze the voltage data of parallel arc on circuit.
Electrical Safety detection system further includes the GPS module connecting with monitoring system server, timing module and client
End；GPS module, the detection data for being obtained according to electrical control module carry out power supply circuit to accurately track positioning and life
At location data.
Timing module for self-clocking and exports time signal, and having time base is preset in monitoring system server
Calibration signal；When time signal is consistent with time reference signal, data that monitoring system server transmits electrical control module
It is uploaded to artificial intelligence study analysis module；When time signal and time reference signal are inconsistent, monitoring system server is not
The data for uploading electrical control module transmission give artificial intelligence study analysis module.
Correspondingly, a kind of Electrical Safety detection method based on artificial intelligence, including the following steps:
Step (1) obtains detection data, and detection data includes residual current data and temperature data；
Step (2) will test data and periodically upload, and be analyzed and processed to detection data；
Step (3) generates control instruction according to analysis and processing result；
Step (4) issues control instruction, and controls the on-off of power supply circuit.
Electrical Safety detection system of the invention acquires the residual current and temperature number on power supply circuit by detection module
According to, then monitoring system server is transferred to by electrical control module, data are periodically uploaded to people again by monitoring system server
Work intelligence learning analysis module, artificial intelligence study analysis module process data, and control is generated according to data processed result and is referred to
It enables, which is handed down to electrical control module by monitoring system server, electrical control module generates one by output end
The on-off of a high level or low level control relay module normally-closed contact reaches and deposits to control the on-off of power supply circuit
Disconnect the purpose of power supply circuit automatically in security risk.
Above disclosed is only a specific embodiment of the invention, but scope of protection of the present invention is not limited thereto,
Anyone skilled in the art in the technical scope disclosed by the present invention, can readily occur in variation or modification,
It is covered by the protection scope of the present invention.
Claims (9)
1. a kind of Electrical Safety detection system based on artificial intelligence characterized by comprising
Detection module, including multiple residual current detection modules and multiple temperature detecting modules；The multiple residual current detection
Module: for detecting on power supply circuit for analyzing the residual current data of leakage current；The multiple temperature detecting module: it uses
In the temperature data of detection power supply circuit；
Multiple relay module: for carrying out auto switching to power supply circuit；
Electrical control module: it is connect with the detection module, multiple relay module；The number detected for obtaining detection module
According to, and it is transferred to monitoring system server；The control instruction that monitoring system server is sent is received, relay module is controlled, with
Realize the on-off control of power supply circuit；
Monitoring system server: connecting with the electrical control module, the number for periodically transmitting the electrical control module
According to being uploaded to artificial intelligence study analysis module, and receive the control instruction that artificial intelligence learning analysis module issues；
Artificial intelligence study analysis module: connecting with monitoring system server, is used for analyzing and processing data, and exports analysis processing
As a result, generating control instruction according to analysis and processing result；
Abnormal alarm module: connecting with monitoring system server, for sounding an alarm when control instruction is power-off control instruction.
2. a kind of Electrical Safety detection system based on artificial intelligence as described in claim 1, it is characterised in that: described artificial
Intelligence learning analysis module includes Electrical Safety expert knowledge library, knowledge base management unit, inference machine, human-computer interaction interface, use
Electric security knowledge acquiring unit, integrated database and instruction output unit；
The knowledge of Electrical Safety domain expert and Electrical Safety knowledge source are obtained using the Electrical Safety knowledge acquisition unit, are led to
It is production rule that the human-computer interaction interface, which is crossed, by the knowledge transformation, then passes through knowledge base management system storage to electricity consumption
In security expert's knowledge base；The real-time detector data that the monitoring system server uploads is stored into the integrated database,
The condition of real-time detector data and production rule in integrated database is carried out matching treatment by the inference machine, is then found
The conclusion of the rule to match is stored as inference conclusion to integrated database, and described instruction output unit is according to integrated database
Interior inference conclusion issues control instruction.
3. a kind of Electrical Safety detection system based on artificial intelligence as described in claim 1, it is characterised in that: the multiple
Temperature detecting module is separately positioned on multiple power supply circuits, and multiple temperature detecting modules are both connected on same bus, institute
Bus is stated to connect with the electrical control module.
4. a kind of Electrical Safety detection system based on artificial intelligence as claimed in claim 3, it is characterised in that: the temperature
Detection module uses the temperature sensor of model DS18B20.
5. a kind of Electrical Safety detection system based on artificial intelligence as described in claim 1, it is characterised in that: the detection
Module further includes the equal current detection module connecting with the electrical control module and voltage detection module；
The current detection module, for detecting the current data on power supply circuit to analyze serial arc；
The voltage detection module, for detecting the voltage data on power supply circuit to analyze parallel arc.
6. a kind of Electrical Safety detection system based on artificial intelligence as described in claim 1, it is characterised in that: further include with
The GPS module of the monitoring system server connection；The GPS module, the testing number for being obtained according to electrical control module
According to carrying out accurately tracking positioning to power supply circuit and generate location data.
7. a kind of Electrical Safety detection system based on artificial intelligence as described in claim 1, it is characterised in that: further include with
The timing module of the monitoring system server connection, the timing module for self-clocking and export time signal, and
Time reference signal is preset in monitoring system server；
When time signal is consistent with time reference signal, data that monitoring system server transmits the electrical control module
It is uploaded to artificial intelligence study analysis module；When time signal and time reference signal are inconsistent, monitoring system server is not
The data for uploading the electrical control module transmission give artificial intelligence study analysis module.
8. a kind of Electrical Safety detection system based on artificial intelligence as described in claim 1, it is characterised in that: further include with
The client of the movement server connection；The client uses electricity condition for user's grasp electric appliance.
9. a kind of Electrical Safety detection method based on artificial intelligence, which is characterized in that including the following steps:
Step (1) obtains detection data, and the detection data includes residual current data and temperature data；
Step (2) periodically uploads the detection data, and is analyzed and processed to the detection data；
Step (3) generates control instruction according to analysis and processing result；
Step (4) issues control instruction, and controls the on-off of power supply circuit.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201910553991.9A CN110350475A (en) | 2019-06-25 | 2019-06-25 | A kind of Electrical Safety detection system based on artificial intelligence |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201910553991.9A CN110350475A (en) | 2019-06-25 | 2019-06-25 | A kind of Electrical Safety detection system based on artificial intelligence |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| CN110350475A true CN110350475A (en) | 2019-10-18 |
Family
ID=68183064
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201910553991.9A Pending CN110350475A (en) | 2019-06-25 | 2019-06-25 | A kind of Electrical Safety detection system based on artificial intelligence |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN110350475A (en) |
Cited By (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN111551773A (en) * | 2020-05-14 | 2020-08-18 | 资明 | Intelligent power management system |
| CN113611095A (en) * | 2021-06-17 | 2021-11-05 | 山西三友和智慧信息技术股份有限公司 | Network equipment control platform based on artificial intelligence |
Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN103699019A (en) * | 2012-09-28 | 2014-04-02 | 北京同步科技有限公司 | Study-type intelligent power supply management system and management method thereof |
| CN206657458U (en) * | 2017-04-14 | 2017-11-21 | 重庆和航科技股份有限公司 | The long-range monitoring and warning system of electrical fire |
| CN207336674U (en) * | 2017-09-11 | 2018-05-08 | 湖南一二三智能科技有限公司 | One kind electric leakage monitoring system |
| CN208655010U (en) * | 2018-05-30 | 2019-03-26 | 烟台淼盾物联技术有限公司 | A kind of remote auto switch |
-
2019
- 2019-06-25 CN CN201910553991.9A patent/CN110350475A/en active Pending
Patent Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN103699019A (en) * | 2012-09-28 | 2014-04-02 | 北京同步科技有限公司 | Study-type intelligent power supply management system and management method thereof |
| CN206657458U (en) * | 2017-04-14 | 2017-11-21 | 重庆和航科技股份有限公司 | The long-range monitoring and warning system of electrical fire |
| CN207336674U (en) * | 2017-09-11 | 2018-05-08 | 湖南一二三智能科技有限公司 | One kind electric leakage monitoring system |
| CN208655010U (en) * | 2018-05-30 | 2019-03-26 | 烟台淼盾物联技术有限公司 | A kind of remote auto switch |
Non-Patent Citations (1)
| Title |
|---|
| 黄文聪: "电气火灾隐患的诊断和改进方法", 《消防科学与技术》 * |
Cited By (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN111551773A (en) * | 2020-05-14 | 2020-08-18 | 资明 | Intelligent power management system |
| CN113611095A (en) * | 2021-06-17 | 2021-11-05 | 山西三友和智慧信息技术股份有限公司 | Network equipment control platform based on artificial intelligence |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| CN112069247A (en) | Power system operation data visualization system and method based on digital twin technology | |
| CN206002923U (en) | Computer room safety monitoring and alarming system | |
| CN110336379A (en) | Transformer Substation Online Monitoring System and terminal device based on Internet of Things | |
| CN109491341A (en) | Monitoring and data analysis system for oil field operation equipment | |
| CN110632875A (en) | Equipment health monitoring method and device based on AIoT intelligent Internet of things | |
| CN110350475A (en) | A kind of Electrical Safety detection system based on artificial intelligence | |
| CN112418194B (en) | Video monitoring system and method for intelligent community | |
| CN112637313A (en) | Electric power regulation and control cloud platform system | |
| CN106197672A (en) | A kind of transformator method of real-time based on infrared thermal imaging | |
| CN110007186A (en) | A kind of detection of electrical leakage remote alarming device and method | |
| CN106483403A (en) | Transformator method of real-time based on the many means of multipath and system | |
| CN109038818A (en) | Power equipment remote monitoring system and method | |
| CN109546741A (en) | The self-checking system of battery remote maintenance equipment | |
| CN105548873B (en) | The method for realizing switchgear Gernral Check-up for on-Line Monitor Device | |
| CN204789798U (en) | Distribution lines operation condition monitoring device and monitoring system | |
| CN207530622U (en) | A kind of transformer system for remote monitoring and prewarning | |
| CN204462357U (en) | LED environmental test chamber | |
| CN106371411A (en) | Dynamic environment system centralized collection and monitoring system | |
| CN203704977U (en) | Terminal equipment of electric oil filling equipment oil quality on-line monitoring system | |
| CN203929246U (en) | Substation equipment temperature-detecting device | |
| CN105449869A (en) | Electric power data acquisition and detection method | |
| CN202167821U (en) | Monitoring and control device of cable branch box | |
| CN111190119B (en) | System and method for testing standby power supply of Hua lamp based on ubiquitous Internet of things | |
| CN204809987U (en) | Electric wire netting integrated data supervisory systems | |
| CN114264902A (en) | Method and system for monitoring working state of lightning protection box, electronic equipment and storage medium |
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: 20191018 |