CN109165443A - Electric appliance energy consumption calculation method and system - Google Patents
Electric appliance energy consumption calculation method and system Download PDFInfo
- Publication number
- CN109165443A CN109165443A CN201810969466.0A CN201810969466A CN109165443A CN 109165443 A CN109165443 A CN 109165443A CN 201810969466 A CN201810969466 A CN 201810969466A CN 109165443 A CN109165443 A CN 109165443A
- Authority
- CN
- China
- Prior art keywords
- electric appliance
- energy consumption
- calculation method
- electric
- power
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Granted
Links
- 238000005265 energy consumption Methods 0.000 title claims abstract description 60
- 238000004364 calculation method Methods 0.000 title claims abstract description 27
- 238000012545 processing Methods 0.000 claims abstract description 5
- 238000000034 method Methods 0.000 claims description 7
- 239000000284 extract Substances 0.000 claims description 3
- 238000012856 packing Methods 0.000 claims description 3
- 238000012360 testing method Methods 0.000 claims description 3
- 238000005406 washing Methods 0.000 claims description 3
- 230000009286 beneficial effect Effects 0.000 abstract 1
- 238000004378 air conditioning Methods 0.000 description 10
- 230000005611 electricity Effects 0.000 description 2
- 241001269238 Data Species 0.000 description 1
- 238000004891 communication Methods 0.000 description 1
- 230000002708 enhancing effect Effects 0.000 description 1
- 230000007613 environmental effect Effects 0.000 description 1
- 238000000605 extraction Methods 0.000 description 1
- 230000002452 interceptive effect Effects 0.000 description 1
- 239000000203 mixture Substances 0.000 description 1
- 238000012986 modification Methods 0.000 description 1
- 230000004048 modification Effects 0.000 description 1
Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F30/00—Computer-aided design [CAD]
- G06F30/20—Design optimisation, verification or simulation
Landscapes
- Engineering & Computer Science (AREA)
- Physics & Mathematics (AREA)
- Theoretical Computer Science (AREA)
- Computer Hardware Design (AREA)
- Evolutionary Computation (AREA)
- Geometry (AREA)
- General Engineering & Computer Science (AREA)
- General Physics & Mathematics (AREA)
- Management, Administration, Business Operations System, And Electronic Commerce (AREA)
- Air Conditioning Control Device (AREA)
Abstract
The invention discloses an electric appliance energy consumption calculation method and system, wherein the electric appliance energy consumption calculation method comprises the following steps: step 1, extracting electrical appliance operating parameters, processing and analyzing the electrical appliance operating parameters, and establishing an energy consumption model; step 2, communicating with an actually operated electric appliance, acquiring and storing actual operation data corresponding to the operation parameters of the electric appliance; and 3, inputting the stored actual operation data into an energy consumption model to obtain the corresponding operation power of the actually operated electric appliance. The invention can obtain the power consumption data of the electric appliance through data modeling, is beneficial to a manufacturer to obtain the energy consumption condition when the user actually uses the electric appliance, and can utilize the data to analyze and improve the product.
Description
Technical field
The present invention relates to the Calculation Method of Energy Consumption of electric appliance and systems.
Background technique
With the enhancing of the environmental consciousness of people, energy-saving and emission-reduction are always the direction that each electric appliance manufacturer makes great efforts, such as
Household electrical appliances can all mark it according to related standard when leaving the factory at present, such as be labeled as level-one energy consumption product or second level energy consumption product
Deng.But actually household electrical appliances are purchased go back after, each household electrical appliances are multifarious in the service condition of user's family, user's actual use
How is energy consumption when household electrical appliances, and air conditioner manufacturer is not fully aware of.Energy consumption may be marked with it by leading to the actual consumption of air-conditioning
It is inconsistent, further energy-saving and emission-reduction can not be implemented.If household appliances manufacturer can obtain the energy consumption of user in actual use,
It can use these data to go to analyze and improve product, it not only can be with the demand of further satisfaction user, moreover it is possible to keep product real
Realize energy-saving and emission-reduction.
Therefore, how to obtain user using when energy consumption be industry technical problem urgently to be resolved.
Summary of the invention
In order to solve the problems, such as not obtaining electric appliance energy consumption when user uses in the prior art, the invention proposes a kind of electricity
Device Calculation Method of Energy Consumption, comprising:
Step 1, electric operation parameter is extracted, establishes energy consumption model after carrying out processing analysis to the electric operation parameter；
Step 2, it is communicated, obtain the corresponding actual operating data of electric operation parameter and is stored with the electric appliance of actual motion；
Step 3, the actual operating data of storage is input in energy consumption model, obtains the electric appliance of corresponding actual motion
Run power.
Preferably, further include step 4, the operation power of the electric appliance obtained by energy consumption model is sent to corresponding electric appliance
Or other intelligent terminals.
In the above-mentioned technical solutions, the step 1 carries out processing analysis to the electric operation parameter and establishes energy consumption mould
Type specifically includes:
Step 1.1, the electric operation parameter is subjected to dimensionality reduction, extracts key parameter relevant to the operation power；
Step 1.2, sample data is established；
Step 1.3, it by sample data computation modeling, obtains the key parameter and runs the corresponding relationship between power.
It preferably, further include step 1.4, whether assessment verifying energy consumption model is rationally effective, if then continuing next step
2, otherwise adjust or rebuild energy consumption model.
In the present embodiment, the corresponding data of known key parameter and operation power is obtained as sample by testing electric appliance
Data.
Specifically, the step 1.1 carries out dimensionality reduction using principal component method of descent.It is calculated in the step 1.3 using packing tree
Method model carries out computation modeling.The key parameter includes on-off state, compressor operating frequency, compressor input power electricity
Stream, compressor exchange input phase voltage, in blower target frequency at least one of.
Preferably, further include step 4, the operation power of the electric appliance obtained by energy consumption model is sent to corresponding electric appliance
Or other intelligent terminals.The electric appliance or intelligent terminal can show the operation power.
The invention also provides a kind of electric appliance energy consumption calculation system, including server and at least one electric appliance, the services
Device and electric appliance mutually communicate the operation power for executing the electric appliance Calculation Method of Energy Consumption in above-mentioned technical proposal to calculate electric appliance.
Preferably, the electric appliance is equipped with GPRS module, is communicated by the GPRS module and the server.The electric appliance
Equipped with for showing that it runs the display screen of power.The electric appliance includes at least one of air conditioner, television set, washing machine.
The present invention obtains the energy consumption model of electric appliance, electric appliance is passed back data by GPRS, then energy consumption by data modeling
Model calculates the power consumption of electric appliance according to the operating parameter that electric appliance is passed back, does not need to increase additional hardware cost in this way
Obtain the energy consumption data of electric appliance.
Detailed description of the invention
Below with reference to embodiment and attached drawing, the present invention is described in detail, in which:
Fig. 1 is Calculation Method of Energy Consumption flow chart of the invention.
Fig. 2 is modeling method flow chart of the invention.
Specific embodiment
Carry out the electric appliance Calculation Method of Energy Consumption that the present invention will be described in detail below with reference to flow chart, wherein electric appliance is common with family
For electric appliance air-conditioning.
As shown in Figure 1, the present invention first extracts air conditioner operation parameters, energy is established after carrying out processing analysis to air conditioner operation parameters
Model is consumed, is then communicated with the air-conditioning of every family actual motion by the GPRS module that air-conditioner set carries, is obtained empty
The corresponding actual operating data of operating parameter is adjusted, and in the server by the storage of these actual operating datas, later by practical fortune
Row data are input in energy consumption model, so that it may obtain the operation power of the air-conditioning of corresponding actual motion.Obtained operation function
Rate can be returned on the air-conditioning either mobile phone of user by the GPRS module that air-conditioning carries again, can also be further by air-conditioning
Power consumption be shown on the interactive interface with user, can be display screen, manual operator etc..
During above-mentioned energy consumption calculation, establishing energy consumption model is pith of the invention.
As shown in Fig. 2, establishing energy consumption model needs first to extract the operating parameter of air-conditioning, and sample data is established, then led to
Sample data is crossed to be modeled.
Since the operating parameter of air-conditioning is very more, the present invention uses main composition method of descent, by a large amount of air conditioner operation parameters
It is defeated to carry out dimensionality reduction, extraction key parameter relevant with operation power, including on-off state, compressor operating frequency, compressor
Enter at least one in the parameters such as source current, compressor exchange input phase voltage, blower target frequency, then passes through laboratory
Testing air conditioner obtains the corresponding data of known key parameter and operation power to establish sample data, is calculated by sample data
Modeling obtains the key parameter of air-conditioning and runs the corresponding relationship between power, using packing tree algorithm in the present embodiment
(Bagged Trees) model carries out computation modeling.
After energy consumption model is built up, can also further assess verifying energy consumption model whether rationally effectively, by known
Whether the value verifying energy consumption model of key parameter and operation power is reasonable, if can then bring use, otherwise adjusts or rebuilds
Energy consumption model.
The present invention is not limited to the dimension-reduction algorithms and modeling algorithm in above-described embodiment, can also use it as needed
His algorithm.The present invention also protects electric appliance energy consumption calculation system, which has server and electric appliance, and server is mutual with electric appliance
Communication executes above-mentioned electric appliance Calculation Method of Energy Consumption to calculate the operation power of electric appliance.Corresponding, electric appliance is also not necessarily limited to above-mentioned implementation
Air conditioner cited by example, can also be television set or washing machine etc. or their combination etc..
The foregoing is merely illustrative of the preferred embodiments of the present invention, is not intended to limit the invention, all in essence of the invention
Made any modifications, equivalent replacements, and improvements etc., should all be included in the protection scope of the present invention within mind and principle.
Claims (13)
1. a kind of electric appliance Calculation Method of Energy Consumption characterized by comprising
Step 1, electric operation parameter is extracted, establishes energy consumption model after carrying out processing analysis to the electric operation parameter；
Step 2, it is communicated, obtain the corresponding actual operating data of electric operation parameter and is stored with the electric appliance of actual motion；
Step 3, the actual operating data of storage is input in energy consumption model, obtains the electric appliance of corresponding actual motion
Run power.
2. electric appliance Calculation Method of Energy Consumption as described in claim 1, which is characterized in that the step 1 joins the electric operation
Number handle analysis and establish energy consumption model specifically including:
Step 1.1, the electric operation parameter is subjected to dimensionality reduction, extracts key parameter relevant to the operation power；
Step 1.2, sample data is established；
Step 1.3, it by sample data computation modeling, obtains the key parameter and runs the corresponding relationship between power.
3. electric appliance Calculation Method of Energy Consumption as claimed in claim 2, which is characterized in that it further include step 1.4, assessment verifying energy consumption
Whether model is rationally effective, if then continuing next step 2, otherwise adjusts or rebuild energy consumption model.
4. electric appliance Calculation Method of Energy Consumption as claimed in claim 2, which is characterized in that obtain known key by testing electric appliance
The corresponding data of parameter and operation power is as sample data.
5. electric appliance Calculation Method of Energy Consumption as claimed in claim 2, which is characterized in that the step 1.1 uses principal component dimensionality reduction
Method carries out dimensionality reduction.
6. electric appliance Calculation Method of Energy Consumption as claimed in claim 2, which is characterized in that calculated in the step 1.3 using packing tree
Method model carries out computation modeling.
7. electric appliance Calculation Method of Energy Consumption as claimed in claim 2, which is characterized in that the key parameter includes switching on and shutting down shape
State, compressor operating frequency, compressor input power electric current, compressor exchange input phase voltage, in blower target frequency at least
One.
8. electric appliance Calculation Method of Energy Consumption as described in claim 1, which is characterized in that further include step 4, energy consumption model will be passed through
The operation power of obtained electric appliance is sent to corresponding electric appliance or other intelligent terminals.
9. electric appliance Calculation Method of Energy Consumption as claimed in claim 8, which is characterized in that the electric appliance or intelligent terminal are by the fortune
Row power is shown.
10. a kind of electric appliance energy consumption calculation system, including server and at least one electric appliance, the server are mutually communicated with electric appliance
Electric appliance Calculation Method of Energy Consumption as claimed in any one of claims 1 to 9 is executed to calculate the operation power of electric appliance.
11. electric appliance energy consumption calculation system as claimed in claim 10, which is characterized in that the electric appliance is equipped with GPRS module, leads to
It crosses the GPRS module and the server communicates.
12. electric appliance energy consumption calculation system as claimed in claim 11, which is characterized in that the electric appliance is equipped with for showing its fortune
The display screen of row power.
13. electric appliance Calculation Method of Energy Consumption as claimed in claim 11, which is characterized in that the electric appliance includes air conditioner, TV
At least one of machine, washing machine.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201810969466.0A CN109165443B (en) | 2018-08-23 | 2018-08-23 | Electric appliance energy consumption calculation method and system |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201810969466.0A CN109165443B (en) | 2018-08-23 | 2018-08-23 | Electric appliance energy consumption calculation method and system |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| CN109165443A true CN109165443A (en) | 2019-01-08 |
| CN109165443B CN109165443B (en) | 2021-09-14 |
Family
ID=64896633
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201810969466.0A Active CN109165443B (en) | 2018-08-23 | 2018-08-23 | Electric appliance energy consumption calculation method and system |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN109165443B (en) |
Cited By (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN109976273A (en) * | 2019-03-19 | 2019-07-05 | 颜玉玲 | For recording household electrical appliance facility data and electricity consumption detail automated management system |
| CN111854064A (en) * | 2020-07-23 | 2020-10-30 | 珠海格力电器股份有限公司 | Energy consumption calculation method and system and air conditioning unit |
Citations (7)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN103024761A (en) * | 2011-09-26 | 2013-04-03 | 艾默生网络能源有限公司 | Establishing method for energy consumption model of base station, and energy consumption predicating method and device |
| CN103853106A (en) * | 2012-11-28 | 2014-06-11 | 同济大学 | Energy consumption prediction parameter optimization method of building energy supply device |
| US20150170426A1 (en) * | 2013-12-16 | 2015-06-18 | Hyundai Motor Company | Method of calculating power consumption of air conditioner |
| CN104864549A (en) * | 2015-04-22 | 2015-08-26 | 浙江大学城市学院 | On-line operation energy efficiency monitoring and evaluation system and method for air conditioner |
| CN105975385A (en) * | 2016-04-28 | 2016-09-28 | 浪潮(北京)电子信息产业有限公司 | Fuzzy neural network-based virtual machine energy consumption prediction method and system |
| CN107314498A (en) * | 2017-05-25 | 2017-11-03 | 中国农业大学 | The efficiency on-line monitoring method and device of a kind of central air conditioner system |
| US20180137227A1 (en) * | 2016-11-17 | 2018-05-17 | Kabushiki Kaisha Toshiba | Parameter estimation apparatus, air-conditioning system evaluation apparatus, parameter estimation method, and non-transitory computer readable medium |
-
2018
- 2018-08-23 CN CN201810969466.0A patent/CN109165443B/en active Active
Patent Citations (7)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN103024761A (en) * | 2011-09-26 | 2013-04-03 | 艾默生网络能源有限公司 | Establishing method for energy consumption model of base station, and energy consumption predicating method and device |
| CN103853106A (en) * | 2012-11-28 | 2014-06-11 | 同济大学 | Energy consumption prediction parameter optimization method of building energy supply device |
| US20150170426A1 (en) * | 2013-12-16 | 2015-06-18 | Hyundai Motor Company | Method of calculating power consumption of air conditioner |
| CN104864549A (en) * | 2015-04-22 | 2015-08-26 | 浙江大学城市学院 | On-line operation energy efficiency monitoring and evaluation system and method for air conditioner |
| CN105975385A (en) * | 2016-04-28 | 2016-09-28 | 浪潮(北京)电子信息产业有限公司 | Fuzzy neural network-based virtual machine energy consumption prediction method and system |
| US20180137227A1 (en) * | 2016-11-17 | 2018-05-17 | Kabushiki Kaisha Toshiba | Parameter estimation apparatus, air-conditioning system evaluation apparatus, parameter estimation method, and non-transitory computer readable medium |
| CN107314498A (en) * | 2017-05-25 | 2017-11-03 | 中国农业大学 | The efficiency on-line monitoring method and device of a kind of central air conditioner system |
Cited By (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN109976273A (en) * | 2019-03-19 | 2019-07-05 | 颜玉玲 | For recording household electrical appliance facility data and electricity consumption detail automated management system |
| CN111854064A (en) * | 2020-07-23 | 2020-10-30 | 珠海格力电器股份有限公司 | Energy consumption calculation method and system and air conditioning unit |
Also Published As
| Publication number | Publication date |
|---|---|
| CN109165443B (en) | 2021-09-14 |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| CN103078904B (en) | Household electric appliance control method and household electrical appliances thereof and server | |
| CN104866632B (en) | Fault data acquisition methods, device and the terminal of home appliance | |
| CN106444415A (en) | Smart home control method and system | |
| CN108134710B (en) | Equipment fault display method and device, storage medium, equipment and server | |
| CN105334816B (en) | Intelligent cloud jack system, the method for identifying electrical equipment classification and data interaction | |
| CN109165443A (en) | Electric appliance energy consumption calculation method and system | |
| CN110751385B (en) | Non-invasive load identification method, terminal device and storage medium | |
| CN108090648B (en) | Method and device for diagnosing working state of electric equipment and display device | |
| CN105611047A (en) | Shortcut control method and device based on mobile terminal | |
| CN104881019A (en) | Appliance fault network maintenance system and method | |
| CN109670767A (en) | Processing method, device, terminal device and the storage medium of workflow | |
| CN103940956A (en) | Smell detection method, device and system | |
| CN105143892A (en) | Power entry point energy measuring apparatus and energy measurement information labeling system using same | |
| CN110173422B (en) | Vacuum pump Internet of things online monitoring system and method and terminal equipment | |
| CN106991541A (en) | Household electrical appliances service is from match method, server and household electrical appliances service from match system | |
| CN109711568A (en) | Household appliance fault processing method, device, equipment and storage medium | |
| CN110503507B (en) | Insurance product data pushing method and system based on big data and computer equipment | |
| CN104537465B (en) | The determination method and device of the setting current of power distribution network | |
| CN108700325A (en) | A kind of interactive managing system controlling air-conditioning based on Internet of Things wisdom | |
| CN112511390A (en) | Intelligent household appliance template scene generation method and device, storage medium and electronic device | |
| CN108332382A (en) | Air conditioner control method, device and system, storage medium and processor | |
| CN106899467A (en) | The intelligent domestic system that a kind of combination big data is collected | |
| CN104483880B (en) | A kind of collecting method and data acquisition server | |
| CN110674451A (en) | Mixed integer programming calculation method for multi-device simultaneous switching decision in event process | |
| CN114546791A (en) | Data processing method and device, readable computer storage medium and terminal |
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 | ||
| GR01 | Patent grant | ||
| GR01 | Patent grant |