CN110781050A - Data acquisition method, device and management system based on electric energy data sensor - Google Patents

Data acquisition method, device and management system based on electric energy data sensor Download PDF

Info

Publication number
CN110781050A
CN110781050A CN201810856340.2A CN201810856340A CN110781050A CN 110781050 A CN110781050 A CN 110781050A CN 201810856340 A CN201810856340 A CN 201810856340A CN 110781050 A CN110781050 A CN 110781050A
Authority
CN
China
Prior art keywords
electric energy
energy data
data
unit time
sensor
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
Application number
CN201810856340.2A
Other languages
Chinese (zh)
Inventor
张金
吴柏纯
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.)
Fresh Green Zhi Ke Technology Co Ltd Of Shenzhen
Original Assignee
Fresh Green Zhi Ke Technology Co Ltd Of Shenzhen
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 Fresh Green Zhi Ke Technology Co Ltd Of Shenzhen filed Critical Fresh Green Zhi Ke Technology Co Ltd Of Shenzhen
Priority to CN201810856340.2A priority Critical patent/CN110781050A/en
Publication of CN110781050A publication Critical patent/CN110781050A/en
Pending legal-status Critical Current

Links

Images

Classifications

    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F11/00Error detection; Error correction; Monitoring
    • G06F11/30Monitoring
    • G06F11/3058Monitoring arrangements for monitoring environmental properties or parameters of the computing system or of the computing system component, e.g. monitoring of power, currents, temperature, humidity, position, vibrations
    • GPHYSICS
    • G05CONTROLLING; REGULATING
    • G05BCONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B19/00Programme-control systems
    • G05B19/02Programme-control systems electric
    • G05B19/04Programme control other than numerical control, i.e. in sequence controllers or logic controllers
    • YGENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y02TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
    • Y02DCLIMATE CHANGE MITIGATION TECHNOLOGIES IN INFORMATION AND COMMUNICATION TECHNOLOGIES [ICT], I.E. INFORMATION AND COMMUNICATION TECHNOLOGIES AIMING AT THE REDUCTION OF THEIR OWN ENERGY USE
    • Y02D10/00Energy efficient computing, e.g. low power processors, power management or thermal management

Abstract

The patent discloses a data acquisition method, a data acquisition device and a management system based on an electric energy data sensor, and belongs to the technical field of computer artificial intelligence. The method comprises the following steps: the method comprises the steps of obtaining electric energy data collected by an electric energy data sensor, judging whether a change value of the electric energy data in unit time meets a preset electric energy data change threshold value, and if so, actively sending the electric energy data collected last time in unit time to a data receiving device by an electric energy data collector. The data acquisition method, the data acquisition device and the management system based on the electric energy data sensor can realize real-time monitoring of the power utilization state, and normal electric energy data does not need to be transmitted and sent, so that the transmission quantity of the electric energy data is greatly reduced, and the transmission efficiency of the electric energy data is effectively improved.

Description

Data acquisition method, device and management system based on electric energy data sensor
Technical Field
The patent relates to the technical field of computer application, in particular to a data acquisition method, a data acquisition device and a data acquisition management system based on an electric energy data sensor.
Background
At present, when electric energy data is collected, a server or a local upper computer is usually used for actively sending a reading instruction to an electric energy data collecting device, and the electric energy data collecting device sends electric energy data such as voltage, current intensity and the like to the server or the local upper computer after receiving the reading instruction; or the electric energy data acquisition equipment continuously transmits the electric energy data to the server or the local upper computer after acquiring the electric energy data.
However, since the change of the power data is unpredictable, the pure power data cannot reflect the real-time power utilization state of the power utilization equipment. After the server or the local upper computer acquires the electric energy data sent by the electric energy data acquisition equipment, the server or the local upper computer analyzes the electric energy data to determine the real-time power utilization state of the electric equipment, so that the determination time of the real-time power utilization state of the electric equipment is greatly delayed, and the real-time power utilization state of the electric equipment cannot be monitored in time.
Disclosure of Invention
In order to solve the technical problem that the real-time power utilization state of electric equipment cannot be monitored in time in the related art, the patent provides a data acquisition method, a data acquisition device and a management system based on an electric energy data sensor.
In a first aspect, a data acquisition method based on an electric energy data sensor is provided, which includes:
acquiring electric energy data acquired by an electric energy data sensor;
and judging whether the change value of the electric energy data in unit time meets a preset electric energy data change threshold value, if so, actively sending the electric energy data acquired last time in unit time to data receiving equipment by the electric energy data acquisition unit.
In a second aspect, a data acquisition device based on an electric energy data sensor is provided, which includes:
the electric energy data acquisition module is used for acquiring electric energy data acquired by the electric energy data sensor;
the association rule judging module is used for judging whether the change value of the electric energy data in unit time meets the triggering condition of a preset association rule or not;
and the electric energy data sending module is used for actively sending the electric energy data collected last time in unit time to the data receiving equipment when the change value of the electric energy data in unit time meets the triggering condition of a preset association rule.
In a third aspect, a management system based on an electric energy data sensor is provided, which includes:
at least one electrical energy data collection device;
the local controller is in communication connection with the at least one electric energy data acquisition device; and
the server is in communication connection with the local controller; wherein the content of the first and second substances,
and when the local controller or the server receives the electric energy data sent by the electric energy data acquisition equipment, controlling the power-on and power-off states of the associated electric energy data acquisition equipment through the local controller according to a preset association rule.
In a fourth aspect, an electronic device is provided, which includes a memory and a processor, wherein the memory stores computer readable instructions, and the computer readable instructions, when executed by the processor, cause the processor to execute the steps of the above-mentioned data acquisition method based on the electric energy data sensor.
The technical scheme provided by the embodiment of the patent can comprise the following beneficial effects:
after the electric energy data collected by the electric energy data sensor is obtained, whether the change value of the electric energy data in unit time meets a preset electric energy data change threshold value is judged, and when the change value of the electric energy data in unit time meets the preset electric energy data change threshold value, the electric energy data collector actively sends the electric energy data collected last time in unit time to the data receiving equipment. Therefore, when the change value of the electric energy data is large, namely when the electric energy data changes suddenly, the electric energy data is sent, so that the real-time monitoring of the power utilization state is realized, the normal electric energy data does not need to be transmitted and sent, the transmission quantity of the electric energy data is greatly reduced, and the transmission efficiency of the electric energy data is effectively improved.
It is to be understood that both the foregoing general description and the following detailed description are exemplary and explanatory only and are not restrictive of the patent.
Drawings
The accompanying drawings, which are incorporated in and constitute a part of this specification, illustrate embodiments consistent with the invention and together with the description, serve to explain the principles of the invention.
FIG. 1 is a flow chart illustrating a method of data collection based on an electrical energy data sensor, according to an exemplary embodiment.
Fig. 2 is a flowchart of one specific implementation of step S120 in the data acquisition method based on the electric energy data sensor according to the embodiment of fig. 1.
FIG. 3 is a block diagram illustrating a data acquisition device based on an electrical energy data sensor in accordance with an exemplary embodiment.
Fig. 4 is a block diagram of the power data transmission module 130 in the data acquisition device based on the power data sensor according to the embodiment shown in fig. 3.
Fig. 5 is a block diagram illustrating a power data sensor-based management system 200 in accordance with an exemplary embodiment.
Detailed Description
Reference will now be made in detail to the exemplary embodiments, examples of which are illustrated in the accompanying drawings. When the following description refers to the accompanying drawings, like numbers in different drawings represent the same or similar elements unless otherwise indicated. The embodiments described in the following exemplary embodiments do not represent all embodiments consistent with the present invention. Rather, they are merely examples of apparatus and methods consistent with certain aspects of the invention, as detailed in the appended claims.
FIG. 1 is a flow chart illustrating a method of data collection based on an electrical energy data sensor, according to an exemplary embodiment. The data acquisition method based on the electric energy data sensor is used for electronic equipment such as an intelligent metering control terminal, an intelligent metering control server and the like. As shown in fig. 1, the data acquisition method based on the electric energy data sensor may include the following steps.
And step S110, acquiring the electric energy data acquired by the electric energy data sensor.
Typically, the collection of power data is performed by a power data sensor.
The power data may include one or more of voltage, current, power, cumulative power usage, and the like.
The power data may be power data of a certain electric device or power data of a certain electric line.
Step S120, judging whether the change value of the electric energy data in unit time meets an electric energy data change threshold value of a preset association rule, if so, executing step S130; if not, no processing is carried out.
The electric energy data collected by the electric energy data sensor includes electric energy data collected at each time point.
It can be understood that the electric energy data sensor collects the electric energy data according to a certain collection frequency. When the acquisition frequency is large enough, the electric energy data of the electric equipment at any time point can be acquired.
The power data variation value is a variation value of the power data per unit time.
The unit time is a preset time interval length for calculating the change value of the electric energy data. For example, the unit time may be 1 second, 1 minute, or the like.
The electric energy data change value may be a change value of a certain kind of electric energy data, or may be a change value of a plurality of kinds of electric energy data.
The electric energy data change value can be a difference value of the electric energy data between two acquisition times, and can also be a ratio of the electric energy data between the two acquisition times; or the difference or ratio between the latest electric energy data and the average value of the electric energy data in unit time; or the maximum difference or ratio between the latest electric energy data and each electric energy data in unit time; the electric energy data change value can also be obtained by other forms of calculation, and the calculation forms of the electric energy data change value are not described one by one.
For example, if the acquisition time of the latest electric energy data D1 is 12:01:00 in beijing, the unit time is 1 minute, and the minimum or maximum electric energy data of the same type as the latest electric energy data D1 is D2 in 12:00:00-12:01:00 in beijing, the electric energy data change value C is D1/D2, or C is D1-D2.
The power data change threshold is a preset critical value of the power data change value.
It should be noted that the threshold for the change of the power data is adjustable. In the actual operation process, the electric energy data change threshold value can be adjusted according to the actual situation.
When the electric energy data change value reaches the electric energy data change threshold value, the change amplitude of the electric energy data in the corresponding period reaches the sending requirement, and at this time, the electric energy data is very likely to be abnormal. Therefore, when the electric energy data change value reaches the electric energy data change threshold value, the electric energy data are sent, and therefore the real-time monitoring of the power utilization state is achieved.
When the change value of the electric energy data does not reach the change threshold of the electric energy data, the change amplitude of the electric energy data in the corresponding period does not meet the sending requirement, the electric energy data is not abnormal, the electric energy data does not need to be sent, and the sending quantity of the electric energy data is reduced.
Step S130, the electric energy data collector actively sends the electric energy data collected last time in a unit time to the data receiving device.
When the electric energy data collector actively sends the electric energy data collected last time in the unit time to the data receiving equipment, a wireless communication mode or a wired communication mode can be adopted.
The electric energy data collected for the last time in the unit time is sent to the data receiving equipment in a wireless communication fee mode, and a radio frequency communication mode can be adopted. In an exemplary embodiment, the operating frequency of the radio frequency communication mode is between 425MHz and 438MHz, so that the transmission distance of the electric energy data is greatly increased.
Optionally, the radio frequency communication mode is a bidirectional work mode capable of receiving and transmitting. Therefore, the electric energy data acquisition unit can be used as data receiving equipment of other electric energy data acquisition units to receive the electric energy data sent by the other electric energy data acquisition units, so that linkage with the other electric energy data acquisition units is realized, and the relevance among different electric energy data acquisition units is greatly improved.
By using the method, after the electric energy data acquired by the electric energy data sensor is acquired, whether the change value of the electric energy data in unit time meets the trigger condition of the preset association rule is judged, and when the change value of the electric energy data in unit time meets the trigger condition of the preset association rule, the electric energy data acquisition unit actively transmits the electric energy data acquired last time in unit time to the data receiving equipment. Therefore, when the change value of the electric energy data is large, namely when the electric energy data changes suddenly, the electric energy data is sent, so that the real-time monitoring of the power utilization state is realized, the normal electric energy data does not need to be transmitted and sent, the transmission quantity of the electric energy data is greatly reduced, and the transmission efficiency of the electric energy data is effectively improved.
Fig. 2 is a description of details of step S130 shown according to the corresponding exemplary embodiment of fig. 1. As shown in fig. 2, the step S130 may include the following steps.
And S131, determining the electric energy data collected by the electric energy data sensor for the last time in the unit time.
As described above, the electric energy data sensor acquires electric energy data at a certain acquisition frequency. Therefore, the circuit data have a certain acquisition sequence.
Step S132, extracting an electric energy data value from the electric energy data collected last time, and sending the electric energy data value to the data receiving device of the electric energy data collector.
It should be noted that, under different time or different scenes, the power data values sent to the data receiving device may be different.
Therefore, when the change value of the electric energy data in unit time reaches the preset electric energy data change threshold value, the required electric energy data value extracted according to specific conditions is sent to the data receiving equipment of the electric energy data collector.
For example, when the electric energy data collected by the electric energy data sensor is obtained, the electric energy data collector performs the accumulated calculation of the electric quantity value in real time. Therefore, the accumulated electric quantity value calculated at the last collection in the unit time is the latest electric quantity value.
The required electric energy data value is sent to the data receiving equipment of the electric energy data acquisition unit, when the electric energy data is abnormal, the data receiving equipment receives the required electric energy data value while acquiring the latest electric energy data, the monitoring of the real-time power utilization state is effectively guaranteed, and the flexibility of power utilization monitoring is improved.
The following is an embodiment of the apparatus of the present patent, which can be used to implement the above-mentioned embodiment of the data acquisition method based on the electric energy data sensor. For details not disclosed in the embodiments of the apparatus of this patent, please refer to the embodiments of the data acquisition method based on the electric energy data sensor of this patent.
FIG. 3 is a block diagram illustrating an electrical energy data sensor based data acquisition device according to an exemplary embodiment, including but not limited to: the system comprises an electric energy data acquisition module 110, an association rule judgment module 120 and an electric energy data sending module 130.
The electric energy data acquisition module 110 is used for acquiring electric energy data acquired by the electric energy data sensor;
the association rule determining module 120 is configured to determine whether a change value of the electric energy data in a unit time meets a trigger condition of a preset association rule;
the electric energy data sending module 130 is configured to, when the change value of the electric energy data in the unit time meets a trigger condition of a preset association rule, actively send the electric energy data collected last time in the unit time to the data receiving device by the electric energy data collector.
The implementation processes of the functions and actions of the modules in the device are specifically detailed in the implementation processes of the corresponding steps in the data acquisition method based on the electric energy data sensor, and are not described herein again.
Alternatively, as shown in fig. 4, in the data acquisition device based on the electric energy data sensor shown in the corresponding embodiment of fig. 3, the electric energy data sending module 130 includes, but is not limited to: a latest power data determination unit 131 and a target power data value transmission unit 132.
A latest electric energy data determination unit 131, configured to determine the electric energy data that is acquired by the electric energy data sensor for the last time in the unit time;
and a target electric energy data value sending unit 132, configured to extract a required electric energy data value from the last collected electric energy data and send the electric energy data value to the data receiving device of the electric energy data collector.
FIG. 5 is a block diagram illustrating a power data sensor-based management system 200 according to an exemplary embodiment, the system 200 including, but not limited to: at least one power data collector 201, a local controller 202 and a server 203.
The local controller 202 is in communication connection with the electric energy data collector 201, and the server 203 is in communication connection with the local controller 202.
When the local controller 202 or the server 203 receives the power data sent by the power data collector 201, the local controller 202 controls the power-on and power-off states of the associated power data collector 201 according to a preset association rule.
The association rule is preset and comprises a trigger condition and an execution action. The association rules may be stored in the local controller 202 or the server 203.
When the local controller 202 or the server 203 receives the electric energy data sent by a certain electric energy data collector 201 and meets the trigger condition in the association rule, the on-off state of the associated electric energy data collector 201 is controlled according to the corresponding execution action, so that the association control among different electric energy data collectors is realized.
Optionally, the present invention further provides an electronic device, which performs all or part of the steps of the data acquisition method based on the electric energy data sensor as described in any of the above exemplary embodiments. The terminal includes:
a processor; and
a memory communicatively coupled to the processor; wherein the content of the first and second substances,
the memory stores readable instructions which, when executed by the processor, implement the method of any of the above exemplary embodiments.
The specific manner in which the processor in the electronic device performs operations in this embodiment has been described in detail in relation to this embodiment of the data acquisition method based on the electric energy data sensor, and will not be elaborated upon here.
In an exemplary embodiment, a storage medium is also provided that is a computer-readable storage medium, such as may be temporary and non-temporary computer-readable storage media, including instructions. The storage medium may include, for example, a memory of instructions executable by a processor of an electronic device to perform the above-described method for data collection based on an electrical energy data sensor.
It will be understood that the invention is not limited to the precise arrangements described above and shown in the drawings and that various modifications and changes may be made without departing from the scope thereof. The scope of the invention is limited only by the appended claims.

Claims (10)

1. A data acquisition method based on an electric energy data sensor is characterized in that the method is applied to an electric energy data acquisition unit, and the method comprises the following steps:
acquiring electric energy data acquired by an electric energy data sensor;
and judging whether the change value of the electric energy data in unit time meets a preset electric energy data change threshold value, if so, actively sending the electric energy data acquired last time in unit time to data receiving equipment by the electric energy data acquisition unit.
2. The method of claim 1, wherein the step of actively transmitting the last collected power data in the unit time to a data receiving device by the power data collector comprises:
determining the electric energy data acquired by the electric energy data sensor for the last time in the unit time;
and extracting a required electric energy data value from the last collected electric energy data and sending the electric energy data value to data receiving equipment of the electric energy data collector.
3. The method of claim 1, wherein the electric energy data collector actively sends the electric energy data collected last time in the unit time to a data receiving device in a wireless communication manner.
4. The method of claim 3, wherein the wireless communication is a radio frequency communication having an operating frequency between 425MHz-438 MHz.
5. The method of claim 4, wherein the radio frequency communication is capable of both-way operation.
6. The method of claim 1, wherein the electric energy data collector actively sends the electric energy data collected last time in the unit time to a data receiving device in a wired communication manner.
7. The method of claim 1, wherein the power data comprises one or more of voltage, current, power, cumulative power usage, and the like.
8. A data acquisition device based on electric energy data sensor, characterized by includes:
the electric energy data acquisition module is used for acquiring electric energy data acquired by the electric energy data sensor;
the association rule judging module is used for judging whether the change value of the electric energy data in unit time meets the triggering condition of a preset association rule or not;
and the electric energy data sending module is used for actively sending the electric energy data collected last time in unit time to the data receiving equipment when the change value of the electric energy data in unit time meets the triggering condition of a preset association rule.
9. A management system based on an electrical energy data sensor, the system comprising:
at least one electrical energy data collection device;
the local controller is in communication connection with the at least one electric energy data acquisition device; and
the server is in communication connection with the local controller; wherein the content of the first and second substances,
and when the local controller or the server receives the electric energy data sent by the electric energy data collector, controlling the power-on and power-off states of the associated electric energy data collector through the local controller according to a preset association rule.
10. An electronic device, characterized in that the electronic device comprises:
at least one processor; and
a memory communicatively coupled to the at least one processor; wherein the content of the first and second substances,
the memory stores instructions executable by the at least one processor to enable the at least one processor to perform the method of any one of claims 1-7.
CN201810856340.2A 2018-07-31 2018-07-31 Data acquisition method, device and management system based on electric energy data sensor Pending CN110781050A (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201810856340.2A CN110781050A (en) 2018-07-31 2018-07-31 Data acquisition method, device and management system based on electric energy data sensor

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201810856340.2A CN110781050A (en) 2018-07-31 2018-07-31 Data acquisition method, device and management system based on electric energy data sensor

Publications (1)

Publication Number Publication Date
CN110781050A true CN110781050A (en) 2020-02-11

Family

ID=69382725

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201810856340.2A Pending CN110781050A (en) 2018-07-31 2018-07-31 Data acquisition method, device and management system based on electric energy data sensor

Country Status (1)

Country Link
CN (1) CN110781050A (en)

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN112860703A (en) * 2021-03-04 2021-05-28 珠海格力电器股份有限公司 Data processing method and device, energy information gateway and energy internet system

Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN104535813A (en) * 2015-01-29 2015-04-22 威胜集团有限公司 Electricity larceny prevention system and electricity larceny judgment method for large specific power transformer electricity user
US20160261481A1 (en) * 2015-03-04 2016-09-08 Hitachi, Ltd. Data collection system, data collection method, server, and gateway
CN106371325A (en) * 2016-08-31 2017-02-01 浙江爱德利科技股份有限公司 Method employing cloud server to carry out remote electric appliance control
CN107707632A (en) * 2017-09-19 2018-02-16 北京小米移动软件有限公司 Data reporting method and device based on smart jack
CN108233529A (en) * 2016-12-21 2018-06-29 上海佳岚智能科技有限公司 Intelligent remote power monitoring modularization apparatus and system

Patent Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN104535813A (en) * 2015-01-29 2015-04-22 威胜集团有限公司 Electricity larceny prevention system and electricity larceny judgment method for large specific power transformer electricity user
US20160261481A1 (en) * 2015-03-04 2016-09-08 Hitachi, Ltd. Data collection system, data collection method, server, and gateway
CN106371325A (en) * 2016-08-31 2017-02-01 浙江爱德利科技股份有限公司 Method employing cloud server to carry out remote electric appliance control
CN108233529A (en) * 2016-12-21 2018-06-29 上海佳岚智能科技有限公司 Intelligent remote power monitoring modularization apparatus and system
CN107707632A (en) * 2017-09-19 2018-02-16 北京小米移动软件有限公司 Data reporting method and device based on smart jack

Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN112860703A (en) * 2021-03-04 2021-05-28 珠海格力电器股份有限公司 Data processing method and device, energy information gateway and energy internet system
WO2022183739A1 (en) * 2021-03-04 2022-09-09 珠海格力电器股份有限公司 Data processing method and apparatus, energy information gateway, and internet of energy system

Similar Documents

Publication Publication Date Title
US20120116724A1 (en) Sensor data transmission frequency controller using sensor situation information
CN108989463B (en) Data processing method and device
CN105320044A (en) Method for monitoring operation states of household electrical appliance and washing machine, intelligent socket, and washing machine
WO2019214231A1 (en) Faulty arc detection method, device and system
CN103970046A (en) Wireless intelligent socket and electric equipment control system and method
CN104676836A (en) Method for determining operation mode of multi-split air-conditioning system
CN107925678A (en) From wind energy plant and wind park to the data transfer of control centre
CN106557033A (en) A kind of intelligent home equipment control method, apparatus and system
CN105068434A (en) Method and apparatus of monitoring operation parameter of electric appliance
CN106654739B (en) A kind of socket and housed device intelligence power-off implementation method of band intelligence power down function
CN111708925A (en) Intelligent household appliance load identification system and method for residential user
CN114338760A (en) Management control system for small and medium-sized water treatment equipment based on MQTT protocol
CN115642652A (en) Electric power adjusting device based on artificial intelligence
CN112491668A (en) Intelligence house thing networking safety monitoring device
CN110781050A (en) Data acquisition method, device and management system based on electric energy data sensor
CN111698736A (en) Intelligent household electrical appliance network switching method and device, computer equipment and server
CN104627760A (en) Internet of things elevator information monitoring device and method
CN112684328A (en) Anti-jump loop monitoring system, method and device, computer equipment and storage medium
CN109041517B (en) Heating and ventilation control method, device, equipment and computer readable medium
CN114545787B (en) Household appliance control system for reducing standby power consumption
CN113011482B (en) Non-invasive load identification method, terminal device and storage medium
CN112858902B (en) Miniature circuit breaker monitoring method and device, computer equipment and storage medium
CN115958991A (en) Method, device, equipment and medium for monitoring indoor charging of battery car
CN112636564B (en) Converter control method and device, converter, electronic device and storage medium
CN109784018B (en) Operation identification method and device and electronic equipment

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