CN103472781A - Energy-saving household appliance energy consumption supervision/evaluation system based on data mining and control method of system - Google Patents

Energy-saving household appliance energy consumption supervision/evaluation system based on data mining and control method of system Download PDF

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CN103472781A
CN103472781A CN2013103899467A CN201310389946A CN103472781A CN 103472781 A CN103472781 A CN 103472781A CN 2013103899467 A CN2013103899467 A CN 2013103899467A CN 201310389946 A CN201310389946 A CN 201310389946A CN 103472781 A CN103472781 A CN 103472781A
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energy
data
conservation
electric
long
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CN103472781B (en
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郑增威
龙志勇
陈丹
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Zhejiang University City College ZUCC
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Zhejiang University City College ZUCC
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Abstract

The invention relates to an energy-saving household appliance energy consumption supervision/evaluation system based on data mining. The system comprises a remote metering socket, a background data storage processing server and a terminal web browsing end, wherein 1) the remote metering socket is used for metering the electricity consumption in each period of time so as to be compared with the labeled energy saving level of a household appliance to determine whether the electricity consumption is up to the standard, and simultaneously sending the acquired data to the background server through wireless transmission for data mining processing when the household appliance is inserted to the remote metering socket; 2) the background data storage processing server is used for storing the data acquired by the remote metering socket, and simultaneously mining the data acquired by the remote metering socket in a database platform; and 3) the terminal web browsing end is used for transmitting the data subjected to data mining by the background data storage processing server to a user through the Internet. The household appliance product energy consumption tracking/monitoring system provided by the invention is capable of accurately metering the energy consumption of the household appliance products, and thus capable of performing actual measurement on the bought household appliance products and comparing the actual electricity consumption with the labeled energy saving level of the household appliance products; consequently, whether the electricity consumption of each household appliance product is in accordance with the labeled energy saving level thereof can be clearly shown.

Description

Energy-conservation household electric appliance energy consumption supervision evaluating system and control method that based on data excavates
Technical field
The present invention relates to energy-conservation household electric appliance energy consumption supervision evaluating system and control method that a kind of based on data excavates.Specifically, the household appliances energy consumption tracking and monitoring and long-acting energy-saving evaluating system and the control method that relate to a kind of based on data excavation and wireless access technology.
Background technology
Along with China's economy grows continuously and fast and national income improves constantly, the use of household electronic products, value volume and range of product all are quick increase and rapid universal gesture, and the power consumption total amount of its generation is also with 10% rate increase every year on average.Yet China's Energy situation allows of no optimist, the strengthening energy conservation priority becomes national energy strategy important option.For this reason, State Council has printed and distributed " " 12 " energy-conserving and environment-protective industrial development planning " on June 16th, 2012, emphasize that the energy-conserving and environment-protective industry is one of 7 strategic new industries of country's quickening cultivation and development, and emphasis claims the quickening household appliances as Based Intelligent Control power-saving technology and standby energy consumption technical research progresses such as air-conditioning, washing machine, refrigerator, televisor, water heaters.In fact, the use of household electrical appliance has become the principal element that resident's home energy source consumes.According to statistics, if 1.3 hundred million existing general refrigerators of family of China are all changed into to energy-saving refrigerator, in 15 years from now on, can save energy every year on average 20%, the whole nation will consume electricity 1,200 hundred million degree less.If each home-use 4 electricity-saving lamp is calculated, can reduce expenses every year 20000000000 yuan.As can be seen here, cultivate and strengthen consciousness and the knowledge of consumption of resident person's domestic energy-conserving electrical equipment (being called for short energy-conservation household electrical appliances) aspect, apply energy-conservation household electrical appliances, significant to the target that realizes Chinese energy-saving and emission-reduction.
Therefore, country successively released " household electrical appliances are gone to the countryside ", " old for new service ", " energy-conservation Huimin " three major policies in recent years, only 26,500,000,000 yuan of energy-conservation household electrical appliances are subsidized in state revenue and expenditure in 2012, and guiding household appliances enterprise accelerates the research and development power-saving technology, encourage the general common people to popularize and use energy-conservation household appliances.
Yet, because the efficiency grade is entrusted third party or testing result demarcation voluntarily according to enterprise, be a kind of behavior of personal control, therefore, causing some household appliances enterprises is that the event of gaining the empty mark of energy-conservation subsidy efficiency grade by cheating is reported in media again and again.Only with nearest Shanghai City Department of Qulity Supervision issue household appliances sampling results such as washing machine, refrigerator and televisor in 2012, with regard to being arranged, numerous once rather well-known brands are on the list.In its report, show, in 17 batches of washing machines, 5 batches defective.And, in these underproof products, once the home brands such as far-famed power, Konka, duckling, also had the internationally renowned brands such as Panasonic, all because relating to washing (-)off properties, power consumption and efficiency grade, defective item is on the list.For example, in the check of refrigerator, a station symbol is called the power board BCD-165MX1 model freezer compartment of refrigerator of 1 grade of efficiency grade, and test does not reach the minimum limit value of subzero 18 ℃ of national Specification unexpectedly.In fact, numerous washing machines, refrigerator efficiency grade empty mark already are serious, and 3 grades, 4 grades efficiency void are designated as 2 grades, and 2 grades of efficiency void are designated as 1 grade, even also occur that the efficiency threshold does not also reach but void and is designated as 1 grade of efficiency product.The CQC that State General Administration for Quality Supervision divides into also recognizes that problem exists really, announce to set up the household appliances long-acting energy-saving evaluation mechanism such as air-conditioning in July, 2012, the detection that means following air conditioner energy saving will be different from only take the detection that laboratory data is foundation in the past, but the combination property that the energy-saving index in the actual use procedure of product-based is made detects.Such test is intended to emphasize that the products such as air-conditioning not only want efficiency high, also will in life cycle, keep comparatively stable energy-saving effect.
For this reason, this patent is developed household appliances energy consumption tracking and monitoring and long-acting energy-saving assessment system and the control method that a kind of based on data excavates, and whether efficiency is high to check this product, and whether whether normal life cycle energy-saving effect stable and should be superseded etc.
Summary of the invention
Technical matters to be solved by this invention is: design and develop energy-conservation household electric appliance energy consumption supervision evaluating system and control method that a kind of based on data excavates, be conducive to energy-saving and emission-reduction.
In order to solve the problems of the technologies described above, the present invention by the following technical solutions:
The energy-conservation household electric appliance energy consumption supervision evaluating system that based on data excavates, is characterized in that it comprises long-distance metering socket, back-end data stores processor server, terminal web-browsing end;
1) long-distance metering socket: household electrical appliances are inserted on the long-distance metering socket, measure the power consumption of its every period, relatively see whether meet standard in order to the energy-conservation grade of bragging about with it, the long-distance metering socket passes to background server by the data of collection by wireless transmission simultaneously and is used for carrying out the data mining processing;
2) back-end data stores processor server: the data that gather for storing the long-distance metering socket, the data that in database platform, the long-distance metering socket collected are excavated simultaneously;
3) terminal web-browsing end: the data of back-end data stores processor server process data mining are conveyed to the user by internet.
Described long-distance metering socket comprises the electric energy sampling modular converter, electric energy metering module, wireless transport module and power module, input voltage and the electric current of electric energy sampling modular converter input termination household electrical appliance, the output terminal of electric energy sampling modular converter is connected with electric energy metering module, electric energy metering module is connected with wireless transport module by serial ports, the current/voltage that the sampling of electric energy sampling modular converter obtains sends electric energy metering module to by serial ports after the conditioning switching signal, the voltage and current signal that electric energy metering module obtains sampling converts digital signal to, wireless transport module is sent to back-end data stores processor server by wireless network by digital signal and carries out follow-up excavation processing.
Described electric energy sampling modular converter comprises voltage sensor, current sensor, voltage transformation/modulate circuit, the input end of voltage sensor and current sensor is connected with electric current with the input voltage of household electrical appliance respectively, and the output terminal of voltage sensor and current sensor is connected with voltage transformation/modulate circuit respectively.
Described electric energy metering module core component is electric energy computation chip, and electric energy computation chip adopts the ATT7037AU chip, and described electric energy computation chip is connected by the TXD end of spi serial ports and wireless transport module.
Described electric energy metering module also comprises LCD lamp, relay and button, and described electric energy computation chip is connected with LCD lamp, relay and button respectively.
Described wireless transport module is an Embedded GPRS module.
The control method of the energy-conservation household electric appliance energy consumption supervision evaluating system that a kind of based on data excavates, it is characterized in that measuring by the long-distance metering socket energy consumption that energy-conservation household electrical appliances are used, through being wirelessly transmitted to back-end data stores processor server, it is for reference to terminal web-browsing end that the processing of process data mining algorithm goes out useful data transmission, specifically comprises the following steps:
(A) at first, the long-distance metering socket is obtained and be take the electricity consumption situation of the energy-conservation household electrical appliances that it is power supply, then by wireless transport module, sends power information to back-end data stores processor server;
(B) back-end data stores processor server, be at first the power information that the receiving remote Metering socket sends, and gathered data carried out to deep analysis and excavation through data mining to Monitoring Data simultaneously;
(C) terminal web-browsing, in mode intuitively, all users can be watched in different places the data of back-end data stores processor server the inside;
Further comprising the steps:
1) at first, energy-conservation household electrical appliances to be detected are accessed to power supply, rated voltage 220VAC/50HZ, rated current 10A through the long-distance metering socket, by reset button, the data above the long-distance metering socket are carried out to zero clearing before each the use, guarantee the power supply normal power supply within the duration;
2) display above the long-distance metering socket shows total electric weight of current voltage, electric current and use;
3) electricity-saving man's energy-conservation grade and energy-conservation reference data are input to back-end data stores processor server;
4) the long-distance metering socket is transferred to back-end data stores processor server by the electric weight service condition in use pattern, current date and the 60min of energy-conservation household electrical appliances by GPRS every 60min, if middle conversion and the powering-off state that operational mode occurred, automatically the electricity consumption situation in current slot is transferred to the backstage trade electric weight zero clearing for the previous period of going forward side by side, then to next pattern or the electric weight service condition after again connecting with the mains re-start monitoring;
5) the long-distance metering socket is used the accumulative total electric weight more than 8 hours to be sent to back-end data stores processor server energy-conservation household electrical appliances continuously, and people are had a better understanding to the electricity consumption situation in a period of time of the unbalanced electrical equipment of this class electricity consumption such as air-conditioning and refrigerator;
6) back-end data stores processor server, when receiving the data that the long-distance metering socket transmits, at first carries out lateral comparison to data, sees whether the power consumption of these kind of energy-conservation household electrical appliances meets the grade of sign; Then the crowd is carried out to comparing in the household electrical appliances of same functional form, the type of recommendation of system is made in the data publicity obtained simultaneously to the user;
7) data of above-mentioned steps gained are sent to the web-browsing end, the user only needs Website login just can see the actual power consumption situation of energy-conservation household electrical appliances, simultaneously above website, feedback also is set, everybody relatively is concerned about and the product of querying is measured type and the model of further improving energy-conservation household electrical appliances.
The present invention has the following advantages and good effect:
(1) effectively strengthened the supervision to the actual Energy-saving Situation of energy-conservation household electrical appliances above market.Along with country, to the vigorously supporting of energy-saving and emission-reduction household electrical appliances, above market, numerous producers are also at development energy-saving and emission-reduction electrical home appliances.Yet because the efficiency grade of energy-conservation household electrical appliances is to entrust third party or testing result demarcation voluntarily according to enterprise, be a kind of behavior of personal control, therefore, causing some household appliances enterprises is that the event of gaining the empty mark of energy-conservation subsidy efficiency grade by cheating is reported in media again and again.So the efficiency grade of the many household appliances above market is empty targets, the just rights and interests in the face of the user have infringement so to a great extent, and the whole policy simultaneously also national energy-saving reduced discharging is runed counter to, and is unfavorable for environmental protection.The household appliances energy consumption tracking and monitoring system of the present invention's development can measure the energy consumption of household appliances accurately, can carry out actual measurement to the household appliances of buying like this, then carry out grade with the energy-conservation grade of its mark, can open-and-shutly find out the energy-conservation grade that whether meets mark.
(2) data of monitoring are excavated and can be accessed deeper information.If the energy consumption that only obtains each household electrical appliances under many circumstances or can not meet the demands.In this system the inside meeting, principle and the method for the detection data application data mining of collection are carried out to deep analysis and excavation to Monitoring Data, extract Useful Information and rule, by these data being carried out to the across comparison crowd to deeply dissecting layer by layer, find relation and the rule existed in data and therefrom find that the excavation that affects enterprise energy consumption, equipment power consumption data realizes raising equipment reliability of operation, security and validity.To the user, use energy-conservation household electrical appliances and the purchase aspect can reference simultaneously.
(3) convenient directly perceived, be beneficial to user's acquired information.The meeting of system uploads to terminal web-browsing end by the detection data that collect with through the living hierarchical information that data mining obtains, and can facilitate like this various places user to see intuitively the service condition of each energy-conservation household electrical appliances.
The accompanying drawing explanation
Below in conjunction with drawings and Examples, the present invention is further described.
Fig. 1 is that system of the present invention is laid and the application schematic diagram
Fig. 2 is that system of the present invention forms structured flowchart
Fig. 3 is that the long-distance metering socket is laid and the application schematic diagram
Fig. 4 is that the long-distance metering socket forms structured flowchart
Fig. 5 is scheduling process flow diagram of the present invention.
Embodiment
Fig. 1 is that total system of the present invention is laid and the application schematic diagram.Native system is comprised of long-distance metering socket, back-end data stores processor server and terminal web-browsing.
Fig. 2 is that system of the present invention forms structured flowchart.The present invention includes three parts: long-distance metering socket, back-end data stores processor server and terminal web-browsing.
The long-distance metering socket: the long-distance metering socket is comprised of electric energy metering module, wireless transport module, power module three modules.Electric energy metering module records the electric weight that energy-conservation household electrical appliances are used, and the power consumption communication that wireless transport module is responsible for gathering is processed and server to back-end data, and power module is mainly to be responsible for powering to wireless transport module.
Referring to Fig. 3, the long-distance metering socket: electric energy sampling modular converter, electric energy metering module, wireless communication module and power module four parts form.Input voltage and the electric current of electric energy sampling modular converter input termination household electrical appliance, the output terminal of electric energy sampling modular converter is connected with electric energy metering module, electric energy metering module is connected with wireless transport module by serial ports, the current/voltage that the sampling of electric energy sampling modular converter obtains sends electric energy metering module to by serial ports after the conditioning switching signal, the voltage and current signal that electric energy metering module obtains sampling converts digital signal to, and wireless transport module is sent to back-end data stores processor server by wireless network by digital signal and carries out follow-up excavation processing.
Referring to Fig. 4, the electric energy sampling modular converter: at first the metering electric energy will carry out sample conversion to electric energy.The electric energy sampling modular converter is obtained the voltage and current of wanting metering circuit and is then changed convenient metering.The current/voltage that sampling obtains can send electric energy metering module to by serial ports by voltage transformation/modulate circuit switching signal.The electric energy sampling modular converter comprises voltage sensor, current sensor, voltage transformation/modulate circuit, the input end of voltage sensor and current sensor is connected with electric current with the input voltage of household electrical appliance respectively, and the output terminal of voltage sensor and current sensor is connected with voltage transformation/modulate circuit respectively.Low-voltage, little electric current that the electric energy sampling modular converter becomes computation chip to measure high voltage, large current conversion.What electric energy sampling modular converter input end accessed is input voltage u and the current i of household electrical appliance, through becoming the current/voltage of computation chip in can measurement range to output to the voltage input end V3P of electric energy computation chip after internal circuit conversion, V3N pin and current input terminal V1P, V1N.
Electric energy metering module: the voltage and current signal that electric energy metering module obtains sampling converts our actual readable digital signal to.The core component of electric energy metering module is electric energy computation chip, here sample with the ATT7037AU chip, this chip provides single-phase electric energy to measure needed repertoire, comprise active power and active energy, reactive power and reactive energy, applied power and apparent electric energy, voltage effective value, current effective value and frequency computation part etc., support anti-electricity-theft scheme and calibration scheme flexibly.This chip meet fully to housed device or the electrical measurement demand.Electric energy metering module also comprises LCD lamp, relay, button, and electric energy computation chip is connected with LCD lamp, relay and button respectively.The voltage input end V3P of electric energy computation chip, V3N pin and current input terminal V1P, V1N receives measuring voltage and the electric current of electric energy sampling change-over circuit.After internal circuit is processed, pulse signal is arranged and processes, with LCD controller, can directly drive LCD to show, here with the pin of LCD, being connected is SEG0/PA0-SEG3/PA3, SEG4/COM4/PA4-SEG7/COM7/PA7, SEG8/PB0-SEG15/PB7, SEG16/P0_0-SEG23/P0_7.GPIO is by the even pilot relay of isolation light.Button is connected with the RST pin of chip, is used for carrying out reset function.By data, the TXD end by spi serial ports and wireless transport module is connected electric energy computation chip simultaneously, and data are passed to wireless transport module.When measuring electric energy, also integrated abundant storage and peripheral hardware resource, make system not re-use other MCU chip to control and the signal transmission of peripheral hardware.But the data flash 4K that has power down to keep in ATT7037AU, can preserve the data (once calculating with each 8 bytes, per minute storage) of approximately 8 hours; RTC provides calendar time information; Serial ports is for direct and wireless communication module swap data; But the outer Flash of lacing film on the I2C bus, to record more measurement data.
Wireless transport module: wireless transport module i.e. an Embedded GPRS module, the data that electric energy metering module can be transmitted by the spi serial ports by wireless network transmissions to background data center.Electric energy metering module sends signal to wireless transport module by serial ports, and wireless transport module is sent to back-end data stores processor server by GPRS again and carries out follow-up excavation processing.Have that reliability is high, the characteristics of stable performance.
Power module: power module herein is mainly each functional module power supply to socket.Directly get single-phase electricity, after rectification circuit, the AVCC of access electric energy computation chip and wireless transport module end is used.
Back-end data stores processor server: mainly by two parts function composition, the firstth, the power information that long-distance metering socket the inside is transmitted is stored to facilitate use, and second is exactly the mass data obtained to be excavated to process draw useful data.
The terminal web-browsing: the original intention of system is exactly that consumers in general can not cheated when buying energy-conservation household appliances, so need a good open platform that the consumer can be found out intuitively.The terminal web browser here can convey to everybody by internet by the data of background data base process data mining.Everybody,, as long as just can know the good energy saving performance of which kind of household appliances at the web end, facilitates it to select brand like this.
Fig. 5 is scheduling process flow diagram of the present invention, it is characterized in that it comprises the following steps:
Measure by the long-distance metering socket energy consumption that energy-conservation household electrical appliances are used, through being wirelessly transmitted to back-end data stores processor server, it is for reference to terminal web-browsing end that the processing of process data mining algorithm goes out useful data transmission, specifically comprises the following steps:
(A) at first, the long-distance metering socket is obtained and be take its electricity consumption situation as the energy-conservation household electrical appliances of power supply (single-phase or three-phase), by electrical measurement, so just can know the energy consumption of household appliances, and then utilize sending by the GPRS/CDMA wireless network detection data that collect to back-end data stores processor server without transport module and excavating processing of self.
(B) power information that back-end data stores processor server receiving remote Metering socket sends.Principle and the method the mass data maintenance data received excavated are carried out deep analysis and excavation to Monitoring Data simultaneously, extract Useful Information and rule, by these data being carried out to the across comparison crowd to deeply dissecting layer by layer, find the useful information existed in data.
(C) terminal web-browsing, in mode intuitively, all users can be watched in different places the data of back-end data stores processor server the inside, here give users by internet site by the information bed exactly, the user only needs Website login just can access their needed information.Facilitate them to later energy-conservation household electrical appliances, to select to make reference.
Further comprising the steps:
1) at first, energy-conservation household electrical appliances to be detected are accessed to power supply, rated voltage 220VAC/50HZ, rated current 10A through the long-distance metering socket, by reset button, the data above the long-distance metering socket are carried out to zero clearing before each the use, guarantee the power supply normal power supply within the duration;
2) display above the long-distance metering socket shows total electric weight of current voltage, electric current and use;
3) electricity-saving man's energy-conservation grade and energy-conservation reference data are input to back-end data stores processor server;
4) the long-distance metering socket is transferred to back-end data stores processor server by the electric weight service condition in the use pattern of energy-conservation household electrical appliances (as the current adjusting temperature of air-conditioning), current date and 60min by GPRS every 60min, if middle conversion and the powering-off state that operational mode occurred, automatically the electricity consumption situation in current slot is transferred to the backstage trade electric weight zero clearing for the previous period (not to total electric weight zero clearing) of going forward side by side, then to next pattern or the electric weight service condition after again connecting with the mains re-start monitoring;
5) the long-distance metering socket is used the accumulative total electric weight more than 8 hours to be sent to back-end data stores processor server energy-conservation household electrical appliances continuously, and people are had a better understanding to the electricity consumption situation in a period of time of the unbalanced electrical equipment of this class electricity consumption such as air-conditioning and refrigerator;
6) back-end data stores processor server is when receiving the data that the long-distance metering socket transmits, at first data are carried out to lateral comparison, for example 1136 hours power consumption of the KFR-35GW/08QDW22 of Haier sign is 512 degree, one hour half degree electricity of average out to, the algorithm that we just can utilize data mining carries out lateral comparison by the data that receive and the original storage data of server the inside, see whether the power consumption of these kind of energy-conservation household electrical appliances meets the grade of sign, if words show 1, no words show 0; Then also can carry out to the household electrical appliances of same functional form the crowd to comparing, the same energy-conservation grade air-conditioning such as each brand such as Haier, Gree is in intraday average electricity consumption situation in summer, and the data that obtain can publicity be made the type of recommendation of system simultaneously to the user;
7) data of above-mentioned steps gained are sent to the web-browsing end, the user only needs Website login just can see the actual power consumption situation of energy-conservation household electrical appliances, simultaneously above website, feedback also is set, everybody relatively is concerned about and the product of querying is measured type and the model of further improving energy-conservation household electrical appliances.

Claims (8)

1. the energy-conservation household electric appliance energy consumption supervision evaluating system that based on data excavates, is characterized in that it comprises long-distance metering socket, back-end data stores processor server, terminal web-browsing end;
1) long-distance metering socket: household electrical appliances are inserted on the long-distance metering socket, measure the power consumption of its every period, relatively see whether meet standard in order to the energy-conservation grade of bragging about with it, the long-distance metering socket passes to background server by the data of collection by wireless transmission simultaneously and is used for carrying out the data mining processing;
2) back-end data stores processor server: the data that gather for storing the long-distance metering socket, the data that in database platform, the long-distance metering socket collected are excavated simultaneously;
3) terminal web-browsing end: the data of back-end data stores processor server process data mining are conveyed to the user by internet.
2. the energy-conservation household electric appliance energy consumption supervision evaluating system that based on data as claimed in claim 1 excavates, it is characterized in that: described long-distance metering socket comprises the electric energy sampling modular converter, electric energy metering module, wireless transport module and power module, input voltage and the electric current of electric energy sampling modular converter input termination household electrical appliance, the output terminal of electric energy sampling modular converter is connected with electric energy metering module, electric energy metering module is connected with wireless transport module by serial ports, the current/voltage that the sampling of electric energy sampling modular converter obtains sends electric energy metering module to by serial ports after the conditioning switching signal, the voltage and current signal that electric energy metering module obtains sampling converts digital signal to, wireless transport module is sent to back-end data stores processor server by wireless network by digital signal and carries out follow-up excavation processing.
3. the energy-conservation household electric appliance energy consumption supervision evaluating system that based on data as claimed in claim 2 excavates, it is characterized in that: described electric energy sampling modular converter comprises voltage sensor, current sensor, voltage transformation/modulate circuit, the input end of voltage sensor and current sensor is connected with electric current with the input voltage of household electrical appliance respectively, and the output terminal of voltage sensor and current sensor is connected with voltage transformation/modulate circuit respectively.
4. the energy-conservation household electric appliance energy consumption supervision evaluating system that based on data as claimed in claim 2 excavates, it is characterized in that: described electric energy metering module core component is electric energy computation chip, electric energy computation chip adopts the ATT7037AU chip, and described electric energy computation chip is connected by the TXD end of spi serial ports and wireless transport module.
5. the energy-conservation household electric appliance energy consumption supervision evaluating system that based on data as claimed in claim 4 excavates, it is characterized in that: described electric energy metering module also comprises LCD lamp, relay and button, described electric energy computation chip is connected with LCD lamp, relay and button respectively.
6. the energy-conservation household electric appliance energy consumption supervision evaluating system that based on data as claimed in claim 2 excavates, it is characterized in that: described wireless transport module is an Embedded GPRS module.
7. the control method of the energy-conservation household electric appliance energy consumption supervision evaluating system that a kind of based on data as described as any one in claim 1 to 6 excavates, it is characterized in that measuring by the long-distance metering socket energy consumption that energy-conservation household electrical appliances are used, through being wirelessly transmitted to back-end data stores processor server, it is for reference to terminal web-browsing end that the processing of process data mining algorithm goes out useful data transmission, specifically comprises the following steps:
(A) at first, the long-distance metering socket is obtained and be take the electricity consumption situation of the energy-conservation household electrical appliances that it is power supply, then by wireless transport module, sends power information to back-end data stores processor server;
(B) back-end data stores processor server, be at first the power information that the receiving remote Metering socket sends, and gathered data carried out to deep analysis and excavation through data mining to Monitoring Data simultaneously;
(C) terminal web-browsing, in mode intuitively, all users can be watched in different places the data of back-end data stores processor server the inside.
8. the control method of the energy-conservation household electric appliance energy consumption supervision evaluating system that a kind of based on data as claimed in claim 7 excavates is characterized in that further comprising the steps:
1) at first, energy-conservation household electrical appliances to be detected are accessed to power supply, rated voltage 220VAC/50HZ, rated current 10A through the long-distance metering socket, by reset button, the data above the long-distance metering socket are carried out to zero clearing before each the use, guarantee the power supply normal power supply within the duration;
2) display above the long-distance metering socket shows total electric weight of current voltage, electric current and use;
3) electricity-saving man's energy-conservation grade and energy-conservation reference data are input to back-end data stores processor server;
4) the long-distance metering socket is transferred to back-end data stores processor server by the electric weight service condition in use pattern, current date and the 60min of energy-conservation household electrical appliances by GPRS every 60min, if middle conversion and the powering-off state that operational mode occurred, automatically the electricity consumption situation in current slot is transferred to the backstage trade electric weight zero clearing for the previous period of going forward side by side, then to next pattern or the electric weight service condition after again connecting with the mains re-start monitoring;
5) the long-distance metering socket is used the accumulative total electric weight more than 8 hours to be sent to back-end data stores processor server energy-conservation household electrical appliances continuously, and people are had a better understanding to the electricity consumption situation in a period of time of the unbalanced electrical equipment of this class electricity consumption such as air-conditioning and refrigerator;
6) back-end data stores processor server, when receiving the data that the long-distance metering socket transmits, at first carries out lateral comparison to data, sees whether the power consumption of these kind of energy-conservation household electrical appliances meets the grade of sign; Then the crowd is carried out to comparing in the household electrical appliances of same functional form, the type of recommendation of system is made in the data publicity obtained simultaneously to the user;
7) data of above-mentioned steps gained are sent to the web-browsing end, the user only needs Website login just can see the actual power consumption situation of energy-conservation household electrical appliances, simultaneously above website, feedback also is set, everybody relatively is concerned about and the product of querying is measured type and the model of further improving energy-conservation household electrical appliances.
CN201310389946.7A 2013-08-30 2013-08-30 Based on energy-conservation household electric appliance energy consumption supervision evaluating system and the control method of data mining Expired - Fee Related CN103472781B (en)

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CN107300639A (en) * 2017-07-16 2017-10-27 何冰 A kind of device of real-time monitoring household electrical appliance
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CN109146647A (en) * 2018-09-26 2019-01-04 珠海格力电器股份有限公司 A kind of method for pushing and device, computer installation and readable storage medium storing program for executing
CN110514897A (en) * 2019-09-02 2019-11-29 国网河北省电力有限公司衡水市桃城区供电分公司 Electric appliance energy consumption real time contrast's platform

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CN104021447A (en) * 2014-06-18 2014-09-03 广州邦讯信息系统有限公司 Sharing method, sharing system and implementing system for actual energy efficiency information of qualified energy-using product
CN106524429A (en) * 2014-09-30 2017-03-22 广东美的制冷设备有限公司 Operating parameter analysis method and sharing method of air conditioners, air conditioning system and client side
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CN105627520A (en) * 2016-01-25 2016-06-01 四川长虹电器股份有限公司 Air conditioner with remote electric quantity detecting function and wireless electric quantity detecting system of air conditioner
CN107300639A (en) * 2017-07-16 2017-10-27 何冰 A kind of device of real-time monitoring household electrical appliance
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CN109146647A (en) * 2018-09-26 2019-01-04 珠海格力电器股份有限公司 A kind of method for pushing and device, computer installation and readable storage medium storing program for executing
CN110514897A (en) * 2019-09-02 2019-11-29 国网河北省电力有限公司衡水市桃城区供电分公司 Electric appliance energy consumption real time contrast's platform

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