阅读说明：本技术 空调器的自清洁方法、装置和计算机设备 (Self-cleaning method and device of air conditioner and computer equipment ) 是由 李鸿 于 2020-12-24 设计创作，主要内容包括：本申请提供了一种空调器的自清洁方法、装置和计算机设备,空调器实时根据当前室内温度、当前室内湿度和当前管路温度计算所需的凝露时长和压缩机的运行频率,从而保证凝露效果能够达到预设效果,对灰尘进行冲洗。同时,根据凝露时长对应设置室内风机的工作转速和工作时长,使得室内风机的转动能够引起翅片的共振,利用高频振动使附着在翅片上的灰尘污渍与翅片分离,随着凝露水一起流出空调,能够彻底清除灰尘污渍,完成自清洁。空调器的整个自清洁过程只需要运行制冷凝露功能,能够有效节省能源和缩短自清洁时间,并且能够根据室内环境动态调整清洁时间,智能程度较高。(The application provides a self-cleaning method and device of an air conditioner and computer equipment, wherein the air conditioner calculates the required condensation time and the running frequency of a compressor according to the current indoor temperature, the current indoor humidity and the current pipeline temperature in real time, so that the condensation effect can reach the preset effect, and dust is washed. Meanwhile, the working speed and the working duration of the indoor fan are correspondingly set according to the condensation duration, so that the resonance of the fins can be caused by the rotation of the indoor fan, the dust and the dirt attached to the fins are separated from the fins by utilizing high-frequency vibration, the dust and the dirt can be thoroughly removed along with the condensation water flowing out of the air conditioner, and self-cleaning is completed. The whole self-cleaning process of the air conditioner only needs to operate the refrigeration condensation function, so that energy can be effectively saved, self-cleaning time can be effectively shortened, the cleaning time can be dynamically adjusted according to indoor environment, and the intelligent degree is high.)

1. A self-cleaning method of an air conditioner including a heat exchanger, a compressor, and an indoor fan, the method comprising:

collecting a current indoor temperature, a current indoor humidity and a current pipeline temperature of the heat exchanger;

predicting the required condensation time of the air conditioner and the running frequency of the compressor according to the current indoor temperature, the current indoor humidity and the current pipeline temperature;

and controlling the compressor to work according to the running frequency, and correspondingly setting the working speed and the working duration of the indoor fan according to the condensation duration to carry out self-cleaning on the air conditioner.

2. The self-cleaning method of an air conditioner according to claim 1, wherein said step of predicting an operation frequency of the compressor based on the current indoor temperature, the current indoor humidity and the current pipe temperature comprises:

substituting the current indoor temperature into a first formula, and calculating to obtain the partial pressure of water vapor in the saturated humid air, wherein the first formula is as follows:T_eis the current indoor temperature, E_tIs the partial pressure of water vapor in the saturated humid air;

substituting the current indoor humidity and the partial pressure of the water vapor in the current humid air into a second formula, and calculating to obtain the partial pressure of the water vapor in the current humid air, wherein the second formula is as follows:RH is the current indoor humidity, E₀The partial pressure of the water vapor in the current wet air;

substituting the partial pressure of the water vapor in the current humid air into a third formula, and calculating to obtain the dew point temperature, wherein the third formula is as follows:T_dis the dew point temperature;

substituting the dew point temperature and the current pipeline temperature into a fourth formula, and calculating to obtain the operating frequency, wherein the fourth formula is as follows: f_t＝(T_c-T_d)×3，F_tFor said operating frequency, T_cIs the current line temperature.

3. The self-cleaning method of an air conditioner according to claim 1, wherein said step of predicting an operation frequency of the compressor based on the current indoor temperature, the current indoor humidity and the current pipe temperature comprises:

screening a dew point temperature value corresponding to the current indoor humidity and the current indoor temperature from a pre-constructed dew point temperature table as the dew point temperature, wherein the dew point temperature table comprises a plurality of groups of current indoor humidity, current indoor temperature and dew point temperature values, and a single dew point temperature value corresponds to a single current indoor humidity and a single current indoor temperature;

substituting the dew point temperature and the current pipeline temperature into a fourth formula, and calculating to obtain the operating frequency, wherein the fourth formula is as follows: f_t＝(T_c-T_d)×3，F_tFor said operating frequency, T_cIs the current line temperature.

4. The self-cleaning method of an air conditioner as claimed in claim 2, wherein said step of predicting a required condensation time period of said air conditioner based on said current indoor temperature, said current indoor humidity and said current pipe temperature comprises:

judging whether the current pipeline temperature is lower than the dew point temperature or not;

if the current pipeline temperature is not less than the dew point temperature, acquiring the current time and the starting time when the air conditioner enters a dehumidification condensation state;

calculating to obtain interval duration according to the current time and the starting time;

and calling a preset time length, and adding the interval time length and the preset time length to obtain the condensation time length.

5. The self-cleaning method of an air conditioner as claimed in claim 4, wherein said step of determining whether the current pipe temperature is less than the dew point temperature is followed by:

if the current pipeline temperature is lower than the dew point temperature, acquiring a calculation coefficient corresponding to the current indoor humidity;

substituting the calculation coefficient, the current indoor temperature and the dew point temperature into a fourth formula to calculate the condensation duration, wherein the fifth formula is as follows:t_mis the length of the condensation, r_RHCalculating coefficients for the calculation.

6. The self-cleaning method of an air conditioner according to claim 1, wherein the step of setting the operating speed and the operating time of the indoor fan according to the condensation time period to perform self-cleaning on the air conditioner comprises:

acquiring the duration of the dehumidification and condensation state of the air conditioner;

judging whether the duration is less than the condensation duration or not;

if the duration is less than the condensation duration, controlling the indoor fan to operate at a first working speed for a first working duration, wherein the first working duration is a difference value between the condensation duration and the duration;

and after the duration reaches the condensation duration, controlling the indoor fan to operate at a second working speed for a second working duration to cause the fins of the air conditioner to resonate to self-clean the air conditioner.

7. A self-cleaning method of an air conditioner according to claim 1, wherein the air conditioner is disposed with a temperature sensor and a humidity sensor, and the step of collecting the current indoor temperature, the current indoor humidity and the current pipe temperature of the heat exchanger comprises:

acquiring the current indoor temperature and the current pipeline temperature in real time by using the temperature sensor;

and acquiring the current indoor humidity in real time by using the humidity sensor.

8. A self-cleaning apparatus of an air conditioner, the air conditioner including a heat exchanger, a compressor and an indoor fan, the apparatus comprising:

the acquisition module is used for acquiring the current indoor temperature, the current indoor humidity and the current pipeline temperature of the heat exchanger;

the prediction module is used for predicting and obtaining the required condensation time of the air conditioner and the running frequency of the compressor according to the current indoor temperature, the current indoor humidity and the current pipeline temperature;

and the control module is used for controlling the compressor to work according to the running frequency, correspondingly setting the working speed and the working time of the indoor fan according to the condensation time, and automatically cleaning the air conditioner.

9. A computer device comprising a memory and a processor, the memory having stored therein a computer program, characterized in that the processor, when executing the computer program, implements the steps of the method according to any one of claims 1 to 7.

10. A computer-readable storage medium, on which a computer program is stored, which, when being executed by a processor, carries out the steps of the method of any one of claims 1 to 7.

Technical Field

The present disclosure relates to the field of air conditioners, and in particular, to a self-cleaning method and device for an air conditioner, and a computer device.

Background

After the air conditioner is used for a long time, a lot of dust can be adhered to fins of an air conditioner internal unit, the refrigerating or heating effect of the air conditioner is affected, and the dust needs to be cleaned in time. The self-cleaning function that current air conditioner had usually needs refrigeration and heats and mutually supports, at first needs the refrigeration until the condensation frosts, then the high temperature stoving of thermal evaporation of refabrication for the dust becomes the easy off-state, is taken away by the air current when drying and blows off the air conditioner. However, in practical use, the dust is solidified and agglomerated by heating and drying, and cannot be completely blown away by airflow (the solidified and agglomerated dust is heavy and is not easy to blow up), so that the whole self-cleaning effect is poor.

Disclosure of Invention

The main purpose of the present application is to provide a self-cleaning method and apparatus for an air conditioner, and a computer device, which aim to solve the disadvantages that the automatic cleaning function of the existing air conditioner cannot thoroughly remove dust and the self-cleaning effect is poor.

To achieve the above objects, there is provided a self-cleaning method of an air conditioner including a heat exchanger, a compressor, and an indoor fan, the method including:

collecting a current indoor temperature, a current indoor humidity and a current pipeline temperature of the heat exchanger;

predicting the required condensation time of the air conditioner and the running frequency of the compressor according to the current indoor temperature, the current indoor humidity and the current pipeline temperature;

and controlling the compressor to work according to the running frequency, and correspondingly setting the working speed and the working duration of the indoor fan according to the condensation duration to carry out self-cleaning on the air conditioner.

Further, the step of predicting the operating frequency of the compressor according to the current indoor temperature, the current indoor humidity, and the current pipeline temperature includes:

substituting the current indoor temperature into a first formula, and calculating to obtain the partial pressure of water vapor in the saturated humid air, wherein the first formula is as follows:T_eis the current indoor temperature, E_tIs the partial pressure of water vapor in the saturated humid air;

substituting the current indoor humidity and the partial pressure of the water vapor in the current humid air into a second formula, and calculating to obtain the partial pressure of the water vapor in the current humid air, wherein the second formula is as follows:RH is the current indoor humidity, E₀The partial pressure of the water vapor in the current wet air;

substituting the partial pressure of the water vapor in the current humid air into a third formula, and calculating to obtain the dew point temperature, wherein the third formula is as follows:T_dis the dew point temperature;

substituting the dew point temperature and the current pipeline temperature into a fourth formula, and calculating to obtain the operating frequency, wherein the fourth formula is as follows: f_t＝(T_c-T_d)×3，F_tFor said operating frequency, T_cIs the current line temperature.

Further, the step of predicting the operating frequency of the compressor according to the current indoor temperature, the current indoor humidity, and the current pipeline temperature includes:

screening a dew point temperature value corresponding to the current indoor humidity and the current indoor temperature from a pre-constructed dew point temperature table as the dew point temperature, wherein the dew point temperature table comprises a plurality of groups of current indoor humidity, current indoor temperature and dew point temperature values, and a single dew point temperature value corresponds to a single current indoor humidity and a single current indoor temperature;

substituting the dew point temperature and the current pipeline temperature into a fourth formula, and calculating to obtain the operating frequency, wherein the fourth formula is as follows: f_t＝(T_c-T_d)×3，F_tFor said operating frequency, T_cIs the current line temperature.

Further, the step of predicting the required condensation time of the air conditioner according to the current indoor temperature, the current indoor humidity and the current pipeline temperature includes:

judging whether the current pipeline temperature is lower than the dew point temperature or not;

if the current pipeline temperature is not less than the dew point temperature, acquiring the current time and the starting time when the air conditioner enters a dehumidification condensation state;

calculating to obtain interval duration according to the current time and the starting time;

and calling a preset time length, and adding the interval time length and the preset time length to obtain the condensation time length.

Further, after the step of determining whether the current pipeline temperature is less than the dew point temperature, the method includes:

if the current pipeline temperature is lower than the dew point temperature, acquiring a calculation coefficient corresponding to the current indoor humidity;

substituting the calculation coefficient, the current indoor temperature and the dew point temperature into a fourth formula to calculate the condensation duration, wherein the fifth formula is as follows:t_mis the length of the condensation, r_RHCalculating coefficients for the calculation.

Further, the step of correspondingly setting the working speed and the working duration of the indoor fan according to the condensation duration to perform self-cleaning on the air conditioner comprises the following steps:

acquiring the duration of the dehumidification and condensation state of the air conditioner;

judging whether the duration is less than the condensation duration or not;

if the duration is less than the condensation duration, controlling the indoor fan to operate at a first working speed for a first working duration, wherein the first working duration is a difference value between the condensation duration and the duration;

and after the duration reaches the condensation duration, controlling the indoor fan to operate at a second working speed for a second working duration to cause the fins of the air conditioner to resonate to self-clean the air conditioner.

Further, the air conditioner is provided with a temperature sensor and a humidity sensor, and the step of collecting the current indoor temperature, the current indoor humidity and the current pipeline temperature of the heat exchanger includes:

acquiring the current indoor temperature and the current pipeline temperature in real time by using the temperature sensor;

and acquiring the current indoor humidity in real time by using the humidity sensor.

The present application also provides a self-cleaning device of an air conditioner, the air conditioner including a heat exchanger, a compressor and an indoor fan, the device including:

the acquisition module is used for acquiring the current indoor temperature, the current indoor humidity and the current pipeline temperature of the heat exchanger;

the prediction module is used for predicting and obtaining the required condensation time of the air conditioner and the running frequency of the compressor according to the current indoor temperature, the current indoor humidity and the current pipeline temperature;

and the control module is used for controlling the compressor to work according to the running frequency, correspondingly setting the working speed and the working time of the indoor fan according to the condensation time, and automatically cleaning the air conditioner.

Further, the prediction module includes:

the first calculation unit is used for substituting the current indoor temperature into a first formula to calculate and obtain the partial pressure of the water vapor in the saturated humid air, wherein the first formula is as follows:T_eis the current indoor temperature, E_tIs the partial pressure of water vapor in the saturated humid air;

a second calculating unit, configured to substitute the current indoor humidity and the partial pressure of the water vapor in the current humid air into a second formula, and calculate to obtain the partial pressure of the water vapor in the current humid air, where the second formula is:RH is the current indoor humidity, E₀The partial pressure of the water vapor in the current wet air;

a third calculating unit, configured to substitute the partial pressure of water vapor in the current humid air into a third formula, and calculate to obtain the dew point temperature, where the third formula is:T_dis the dew point temperature;

a fourth calculating unit, configured to substitute the dew point temperature and the current pipeline temperature into a fourth formula, and calculate to obtain the operating frequency, where the fourth formula is: f_t＝(T_c-T_d)×3，F_tFor said operating frequency, T_cIs the current line temperature.

Further, the prediction module further includes:

the screening unit is used for screening a dew point temperature value corresponding to the current indoor humidity and the current indoor temperature from a pre-constructed dew point temperature table as the dew point temperature, the dew point temperature table comprises a plurality of groups of current indoor humidity, current indoor temperature and dew point temperature values, and a single dew point temperature value corresponds to a single current indoor humidity and a single current indoor temperature;

a fourth calculating unit, configured to substitute the dew point temperature and the current pipeline temperature into a fourth formula, and calculate the operating frequency, where the fourth formula is: f_t＝(T_c-T_d)×3，F_tFor said operating frequency, T_cIs the current line temperature.

Further, the prediction module further includes:

the first judgment unit is used for judging whether the current pipeline temperature is lower than the dew point temperature or not;

the first acquisition unit is used for acquiring the current time and the starting time of the air conditioner entering a dehumidification condensation state if the current pipeline temperature is not less than the dew point temperature;

a fifth calculating unit, configured to calculate an interval duration according to the current time and the start time;

and the sixth calculating unit is used for calling a preset time length, and summing the interval time length and the preset time length to obtain the condensation time length.

Further, the prediction module further includes:

the second acquisition unit is used for acquiring a calculation coefficient corresponding to the current indoor humidity if the current pipeline temperature is lower than the dew point temperature;

a seventh calculating unit, configured to substitute the calculation coefficient, the current indoor temperature, and the dew point temperature into a fourth formula, and calculate the condensation duration, where the fifth formula is:t_mis the length of the condensation, r_RHCalculating coefficients for the calculation.

Further, the control module includes:

the third acquisition unit is used for acquiring the duration of the dehumidification and condensation state of the air conditioner;

a second judging unit, configured to judge whether the duration is less than the condensation duration;

the first control unit is used for controlling the indoor fan to operate for a first working time length according to a first working rotating speed if the duration time length is less than the condensation time length, wherein the first working time length is a difference value between the condensation time length and the duration time length;

and the second control unit is used for controlling the indoor fan to operate for a second working time according to a second working rotating speed after the duration time reaches the condensation time so as to cause the fins of the air conditioner to generate resonance and carry out self-cleaning on the air conditioner.

Further, the air conditioner is disposed with temperature sensor and humidity transducer, collection module includes:

the first acquisition unit is used for acquiring the current indoor temperature and the current pipeline temperature in real time by using the temperature sensor;

and the second acquisition unit is used for acquiring the current indoor humidity in real time by using the humidity sensor.

The present application further provides a computer device comprising a memory and a processor, wherein the memory stores a computer program, and the processor implements the steps of any one of the above methods when executing the computer program.

The present application also provides a computer-readable storage medium having stored thereon a computer program which, when executed by a processor, carries out the steps of the method of any of the above.

According to the self-cleaning method and device for the air conditioner and the computer equipment, the air conditioner collects the current indoor temperature, the current indoor humidity and the current pipeline temperature of the heat exchanger, and then the required condensation duration of the air conditioner and the operation frequency of the compressor are obtained according to the current indoor temperature, the current indoor humidity and the current pipeline temperature in a prediction mode. The air conditioner controls the compressor to work according to the running frequency, and the working speed and the working duration of the indoor fan are correspondingly set according to the condensation duration, so that the air conditioner is automatically cleaned. In this application, the air conditioner calculates the length of time of required condensation and the operating frequency of compressor according to current indoor temperature, current indoor humidity and current pipeline temperature in real time to guarantee that the condensation effect can reach and predetermine the effect, wash the dust. Meanwhile, the working speed and the working duration of the indoor fan are correspondingly set according to the condensation duration, so that the resonance of the fins can be caused by the rotation of the indoor fan, the dust and the dirt attached to the fins are separated from the fins by utilizing high-frequency vibration, the dust and the dirt can be thoroughly removed along with the condensation water flowing out of the air conditioner, and self-cleaning is completed. The whole self-cleaning process of the air conditioner only needs to operate the refrigeration condensation function, so that energy can be effectively saved, self-cleaning time can be effectively shortened, the cleaning time can be dynamically adjusted according to indoor environment, and the intelligent degree is high.

Drawings

FIG. 1 is a schematic diagram illustrating steps of a self-cleaning method for an air conditioner according to an embodiment of the present application;

FIG. 2 is a block diagram illustrating an overall structure of a self-cleaning apparatus of an air conditioner according to an embodiment of the present invention;

fig. 3 is a block diagram schematically illustrating a structure of a computer device according to an embodiment of the present application.

The implementation, functional features and advantages of the objectives of the present application will be further explained with reference to the accompanying drawings.

Detailed Description

In order to make the objects, technical solutions and advantages of the present application more apparent, the present application is described in further detail below with reference to the accompanying drawings and embodiments. It should be understood that the specific embodiments described herein are merely illustrative of the present application and are not intended to limit the present application.

Referring to fig. 1, in an embodiment of the present application, there is provided a self-cleaning method of an air conditioner including a heat exchanger, a compressor, and an indoor fan, the method including:

s1, collecting the current indoor temperature, the current indoor humidity and the current pipeline temperature of the heat exchanger;

s2, predicting the required condensation time of the air conditioner and the running frequency of the compressor according to the current indoor temperature, the current indoor humidity and the current pipeline temperature;

and S3, controlling the compressor to work according to the running frequency, and correspondingly setting the working speed and the working duration of the indoor fan according to the condensation duration to carry out self-cleaning on the air conditioner.

In this embodiment, a temperature sensor and a humidity sensor are deployed on the air conditioner, and the air conditioner acquires the current indoor temperature of the environment where the air conditioner is located and the current pipeline temperature of the internal heat exchanger through the temperature sensor. Meanwhile, the air conditioner uses a humidity sensor to acquire the current indoor humidity of the environment in real time. The air conditioner firstly obtains the partial pressure of the water vapor in the saturated humid air under the same temperature according to the current indoor temperature. And then, calculating to obtain the partial pressure of the water vapor in the current wet air according to the current indoor humidity and the partial pressure of the water vapor in the saturated wet air. Further, the air conditioner carries out reverse calculation according to the partial pressure in the current wet air to obtain the dew point temperature. The air conditioner calculates the operation frequency required by a compressor of the air conditioner according to the dew point temperature and the current pipeline temperature of the heat exchanger, wherein the operation frequency is the operation frequency which needs to be maintained by the compressor when the air conditioner operates in a dehumidification and condensation state in the self-cleaning process, so that the condensation effect of the air conditioner is ensured. When the air conditioner does not enter the self-cleaning mode, the running state of the air conditioner can be the dehumidification condensation state, and at the moment, the air conditioner needs to detect the current condensation state of the air conditioner and judge whether the current condensation state can meet the self-cleaning performance requirement. Specifically, the air conditioner compares the current pipeline temperature with the dew point temperature, and determines the magnitude between the current pipeline temperature and the dew point temperature. If the current pipeline temperature is not lower than the dew point temperature, the condensation is not complete, and more time is needed for condensing the dew. Therefore, the air conditioner obtains the duration of the self-running dehumidification condensation state, and the preset duration is added to obtain the condensation duration required by self-cleaning (the duration of the dehumidification condensation state is prolonged, and the condensation state of the air conditioner is further ensured to meet the self-cleaning performance requirement). And if the current pipeline temperature is less than the dew point temperature, acquiring a calculation coefficient corresponding to the current indoor humidity, and calculating to obtain the condensation duration by combining the current indoor temperature and the dew point temperature. The air conditioner obtains the duration of the dehumidification condensation state of the air conditioner, and then judges whether the duration is less than the condensation duration obtained through the calculation. And if the duration is less than the condensation duration, controlling the indoor fan to operate for a first working duration according to the first working speed, wherein the first working duration is a duration difference between the condensation duration and the duration. And after the duration reaches the condensation duration, controlling the indoor fan to operate at a second working speed for a second working duration to cause the fins of the air conditioner to resonate to self-clean the air conditioner. The first working speed, the second working speed and the second working duration are laboratory data, the second working speed is a speed which can cause the fins to generate resonance when the indoor fan works according to the second working speed, and the specific value of the second working speed needs to be set according to actual conditions such as the specification of the indoor fan, the specification of the fins, the installation mode and the like, and detailed description is omitted here. In this embodiment, the air conditioner calculates the required length of time of condensation and the operating frequency of compressor according to current indoor temperature, current indoor humidity and current pipeline temperature in real time to guarantee that the condensation effect can reach preset effect, wash the dust. Meanwhile, the working speed and the working duration of the indoor fan are correspondingly set according to the condensation duration, so that the resonance of the fins can be caused by the rotation of the indoor fan, the dust and the dirt attached to the fins are separated from the fins by utilizing high-frequency vibration, the dust and the dirt can be thoroughly removed along with the condensation water flowing out of the air conditioner, and self-cleaning is completed. The whole self-cleaning process of the air conditioner only needs to operate the refrigeration condensation function, so that energy can be effectively saved, self-cleaning time can be effectively shortened, the cleaning time can be dynamically adjusted according to indoor environment, and the intelligent degree is high.

Further, the step of predicting the operating frequency of the compressor according to the current indoor temperature, the current indoor humidity, and the current pipeline temperature includes:

s201, substituting the current indoor temperature into a first formula, calculating to obtain the partial pressure of the water vapor in the saturated humid air,wherein the first formula is:T_eis the current indoor temperature, E_tIs the partial pressure of water vapor in the saturated humid air;

s202, substituting the current indoor humidity and the partial pressure of the water vapor in the current humid air into a second formula, and calculating to obtain the partial pressure of the water vapor in the current humid air, wherein the second formula is as follows:RH is the current indoor humidity, E₀The partial pressure of the water vapor in the current wet air;

s203, substituting the partial pressure of the water vapor in the current humid air into a third formula to calculate the dew point temperature, wherein the third formula is as follows:T_dis the dew point temperature;

s204, substituting the dew point temperature and the current pipeline temperature into a fourth formula to calculate the operating frequency, wherein the fourth formula is as follows: f_t＝(T_c-T_d)×3，F_tFor said operating frequency, T_cIs the current line temperature.

In this embodiment, the internal database of the air conditioner stores a plurality of calculation formulas in advance, and is used to calculate the operating frequency required by the compressor according to the current indoor temperature, the current indoor humidity, and the current pipeline temperature. The air conditioner firstly calls a first formulaAnd substituting the current indoor temperature into a first formula to calculate to obtain the partial pressure of the water vapor in the saturated humid air at the same temperature. Wherein, T_eTo the current indoor temperature, E_tIs the partial pressure of water vapor in saturated humid air. Then, the air conditioner calls a second formulaAnd substituting the current indoor humidity and the partial pressure of the water vapor in the current wet air to calculate to obtain the partial pressure of the water vapor in the current wet air. Wherein RH is the current indoor humidity, E₀Is the partial pressure of water vapor in the current humid air. In this embodiment, E₀Is the actual partial pressure of water vapor under the current indoor temperature and current indoor humidity conditions, and E_tThen is AND E₀Has the saturated water vapor partial pressure under the same temperature condition. And the air conditioner calls a third formula, and the partial pressure of the water vapor in the current humid air is substituted into the third formula for calculation to obtain the dew point temperature. Wherein the third formula is:T_dis the dew point temperature. And finally, the air conditioner substitutes the dew point temperature and the current pipeline temperature into a preset fourth formula, and the operating frequency required by the compressor when the air conditioner carries out self-cleaning is obtained through calculation according to the relation between the dew point temperature and the current pipeline temperature. Wherein the fourth formula is: f_t＝(T_c-T_d)×3，F_tFor the operating frequency, T, of the compressor_cIs the current line temperature of the heat exchanger.

Further, the step of predicting the operating frequency of the compressor according to the current indoor temperature, the current indoor humidity, and the current pipeline temperature includes:

s205, screening a dew point temperature value corresponding to the current indoor humidity and the current indoor temperature from a pre-constructed dew point temperature table as the dew point temperature, wherein the dew point temperature table comprises a plurality of groups of current indoor humidity, current indoor temperature and dew point temperature values, and a single dew point temperature value corresponds to a single current indoor humidity and a single current indoor temperature;

s206: substituting the dew point temperature and the current pipeline temperature into a fourth formula, and calculating to obtain the operating frequency, wherein the fourth formula is as follows: f_t＝(T_c-T_d)×3，F_tFor said operating frequency, T_cIs the current line temperature.

In this embodiment, a dew point temperature table is pre-constructed in a database inside the air conditioner, the dew point temperature table includes a plurality of sets of current indoor humidity, current indoor temperature, and dew point temperature values, and a single dew point temperature value corresponds to a single current indoor humidity and a single current indoor temperature. The dew point temperature table is specifically shown in the first table:

table one: dew point temperature table

In the first table, the data in the first row is the current indoor temperature, the data in the first column is the current indoor humidity, and the corresponding relationship among the dew point temperature value, the current indoor humidity and the current indoor temperature in the first table is obtained by a designer through experimental tests in advance. In order to reduce the data processing pressure of the air conditioner, the air conditioner does not need to perform a calculation process of the dew point temperature, and the dew point temperature is directly obtained by inquiring a dew point temperature table. And the air conditioner directly screens a corresponding dew point temperature value in a dew point temperature table according to the current indoor humidity and the current indoor temperature to serve as the dew point temperature required at the current time. For example, if the current indoor temperature is 15 ℃ and the current indoor humidity is 40%, the corresponding dew point temperature is 1.56 ℃ which is obtained by screening from the dew point temperature table. The air conditioner obtains the corresponding dew point temperature by searching the dew point temperature table, thereby avoiding the data calculation of the dew point temperature, effectively reducing the data processing pressure of the air conditioner and improving the data processing speed. And after the dew point temperature is obtained, the air conditioner substitutes the dew point temperature and the current pipeline temperature into a preset fourth formula, and the operating frequency required by the compressor when the air conditioner carries out self-cleaning is obtained through calculation according to the relation between the dew point temperature and the current pipeline temperature. Wherein the fourth formula is: f_t＝(T_c-T_d)×3，F_tFor the operating frequency, T, of the compressor_cIs the current line temperature of the heat exchanger。

Further, the step of predicting the required condensation time of the air conditioner according to the current indoor temperature, the current indoor humidity and the current pipeline temperature includes:

s207, judging whether the current pipeline temperature is lower than the dew point temperature or not;

s208, if the current pipeline temperature is not less than the dew point temperature, acquiring the current time and the starting time of the air conditioner entering a dehumidification condensation state;

s209, calculating the interval duration according to the current time and the starting time;

and S2010, calling a preset time length, and adding the interval time length and the preset time length to obtain the condensation time length.

In this embodiment, when the air conditioner is not in the self-cleaning mode, the running state of the air conditioner may be the dehumidification condensation state, and at this time, the air conditioner needs to detect the current condensation state of the air conditioner and determine whether the current condensation state can meet the performance requirement of self-cleaning. Specifically, the air conditioner compares the current pipeline temperature with the dew point temperature, and determines the magnitude between the current pipeline temperature and the dew point temperature. If the current pipeline temperature is not less than the dew point temperature, condensation is incomplete, and more time is required for condensation water (i.e., the air conditioner is in an initial condensation state which needs to be operated for a longer time at present). The air conditioner obtains the current time and the starting time of the air conditioner entering the dehumidification condensation state, and calculates the interval duration between the current time and the starting time to obtain the duration of the dehumidification condensation state of the air conditioner. The air conditioner calls a preset time length, then the duration time length is added with the preset time length to obtain the condensation time length required by self-cleaning, so that the duration time length of the dehumidification condensation state is prolonged, and the condensation state of the air conditioner is further ensured to meet the performance requirement of self-cleaning. The specific value of the preset duration is set by a designer according to the dehumidification condensation performance of the air conditioner, and details are not described herein.

Further, after the step of determining whether the current pipeline temperature is less than the dew point temperature, the method includes:

s2011, if the current pipeline temperature is lower than the dew point temperature, obtaining a calculation coefficient corresponding to the current indoor humidity;

s2012, substituting the calculation coefficient, the current indoor temperature and the dew point temperature into a fifth formula, and calculating to obtain the condensation time, wherein the fifth formula is as follows:t_mis the length of the condensation, r_RHCalculating coefficients for the calculation.

In this embodiment, if the current pipeline temperature is lower than the dew point temperature, it indicates that the air conditioner is more likely to condense dew in the current state, and the accurate condensation duration needs to be obtained through calculation. The database of the air conditioner stores a current indoor humidity and calculation coefficient mapping relation table, and the table is specifically shown as table two:

table two: current indoor humidity and calculation coefficient mapping relation table

RH	20％	30％	40％	50％	60％	70％	80％	90％
									rRH	500	380	300	240	180	120	80	40

As shown above, r_RHTo calculate the coefficients, a single current indoor humidity corresponds to a single calculated coefficient. And when the air conditioner identifies that the current pipeline temperature of the heat exchanger is less than the dew point temperature, screening the current indoor humidity and calculation coefficient mapping relation table to obtain the corresponding calculation coefficient. And then substituting the calculation coefficient, the current indoor temperature and the dew point temperature into a preset fifth formula, and calculating to obtain the condensation time required by the dehumidification condensation state of the air conditioner. Wherein the fifth formula is:t_mthe length of the condensation is. In this embodiment, the air conditioner can be according to indoor environment state, and length is long when the required condensation of intelligent regulation, has not only improved the intelligent degree of air conditioner, can also guarantee the clean effect of automatically cleaning.

Further, the step of correspondingly setting the working speed and the working duration of the indoor fan according to the condensation duration to perform self-cleaning on the air conditioner comprises the following steps:

s301, acquiring the duration of the dehumidification and condensation state of the air conditioner during operation;

s302, judging whether the duration is less than the condensation duration or not;

s303, if the duration is less than the condensation duration, controlling the indoor fan to operate at a first working speed for a first working duration, wherein the first working duration is a difference value between the condensation duration and the duration;

and S304, after the duration reaches the condensation duration, controlling the indoor fan to operate at a second working speed for a second working duration to cause the fins of the air conditioner to resonate to self-clean the air conditioner.

In this embodiment, the air conditioner obtains the duration of the dehumidification condensation state of the air conditioner in real time, and then compares the duration with the condensation duration required by the air conditioner obtained through the calculation, and determines the size between the duration and the condensation duration. If the duration is shorter than the condensation duration, the current condensation effect achieved by the dehumidification and condensation state of the air conditioner does not reach the preset effect, and dust on the fins cannot be completely washed. The indoor fan of air conditioner control continuously runs for a first working duration according to a first working speed, wherein the specific numerical value of the first working speed is obtained by a designer in a laboratory test, and the first working duration is the difference between the condensation duration and the current duration, namely: the air conditioner controls the indoor fan to operate according to the first working speed until the duration of the dehumidification and condensation state of the air conditioner is monitored to reach the condensation duration, and the air conditioner further adjusts the working speed and the working duration of the indoor fan. Specifically, the air conditioner controls the indoor fan to operate at the second working speed for a second working time, and the fins can be caused to resonate when the indoor fan operates at the second working speed. When the dehumidification condensation state of the air conditioner reaches the condensation time length, the dust on the fins is fully combined with condensed dew, and under the action of vibration force generated by resonance, the dust can be flushed out of the air conditioner along with the dew, so that the air conditioner is self-cleaned. The specific values of the second working speed and the second working duration are obtained by a designer through laboratory tests, are related to the performance specification of the indoor fan and the installation form and size of the fins, and are not detailed here.

Further, the air conditioner is provided with a temperature sensor and a humidity sensor, and the step of collecting the current indoor temperature, the current indoor humidity and the current pipeline temperature of the heat exchanger includes:

s101, acquiring the current indoor temperature and the current pipeline temperature in real time by using the temperature sensor;

and S102, acquiring the current indoor humidity in real time by using the humidity sensor.

In this embodiment, a temperature sensor and a humidity sensor are deployed on the air conditioner, and specifically, there are at least two temperature sensors, one is disposed outside the air conditioner for collecting the temperature of the external environment, and the other is disposed on the heat exchanger for collecting the temperature of the pipeline of the heat exchanger. When the air conditioner needs to be automatically cleaned, the current indoor temperature of the environment where the air conditioner is located and the current pipeline temperature of the internal heat exchanger are collected in real time by using the temperature sensor. Meanwhile, the air conditioner humidity sensor collects the current indoor humidity of the external environment in real time, so that corresponding data processing can be carried out according to the collected current indoor temperature, the current pipeline temperature and the current indoor humidity. Preferably, when the humidity sensor cannot detect the humidity data of the external environment, the air conditioner can directly call a preset humidity value as the current indoor humidity, and accordingly subsequent data processing is performed. Wherein the preset humidity value is preferably 40%.

Referring to fig. 2, there is also provided in an embodiment of the present application a self-cleaning apparatus of an air conditioner including a heat exchanger, a compressor, and an indoor fan, the apparatus including:

the system comprises an acquisition module 1, a control module and a control module, wherein the acquisition module is used for acquiring the current indoor temperature, the current indoor humidity and the current pipeline temperature of the heat exchanger;

the prediction module 2 is used for predicting the required condensation time of the air conditioner and the running frequency of the compressor according to the current indoor temperature, the current indoor humidity and the current pipeline temperature;

and the control module 3 is used for controlling the compressor to work according to the running frequency, correspondingly setting the working speed and the working time of the indoor fan according to the condensation time, and automatically cleaning the air conditioner.

Further, the prediction module 2 includes:

the first calculation unit is used for substituting the current indoor temperature into a first formula to calculate and obtain the partial pressure of the water vapor in the saturated humid air, wherein the first formula is as follows:T_eis the current indoor temperature, E_tIs the partial pressure of water vapor in the saturated humid air;

a second calculating unit, configured to substitute the current indoor humidity and the partial pressure of the water vapor in the current humid air into a second formula, and calculate to obtain the partial pressure of the water vapor in the current humid air, where the second formula is:RH is the current indoor humidity, E₀The partial pressure of the water vapor in the current wet air;

a third calculating unit, configured to substitute the partial pressure of water vapor in the current humid air into a third formula, and calculate to obtain the dew point temperature, where the third formula is:T_dis the dew point temperature;

a fourth calculating unit, configured to substitute the dew point temperature and the current pipeline temperature into a fourth formula, and calculate to obtain the operating frequency, where the fourth formula is: f_t＝(T_c-T_d)×3，F_tFor said operating frequency, T_cIs the current line temperature.

Further, the prediction module 2 further includes:

the screening unit is used for screening a dew point temperature value corresponding to the current indoor humidity and the current indoor temperature from a pre-constructed dew point temperature table as the dew point temperature, the dew point temperature table comprises a plurality of groups of current indoor humidity, current indoor temperature and dew point temperature values, and a single dew point temperature value corresponds to a single current indoor humidity and a single current indoor temperature;

a fourth calculating unit, configured to substitute the dew point temperature and the current pipeline temperature into a fourth formula, and calculate the operating frequency, where the fourth formula is: f_t＝(T_c-T_d)×3，F_tFor said operating frequency, T_cIs the current line temperature.

Further, the prediction module 2 further includes:

the first judgment unit is used for judging whether the current pipeline temperature is lower than the dew point temperature or not;

the first acquisition unit is used for acquiring the current time and the starting time of the air conditioner entering a dehumidification condensation state if the current pipeline temperature is not less than the dew point temperature;

a fifth calculating unit, configured to calculate an interval duration according to the current time and the start time;

and the sixth calculating unit is used for calling a preset time length, and summing the interval time length and the preset time length to obtain the condensation time length.

Further, the prediction module 2 further includes:

the second acquisition unit is used for acquiring a calculation coefficient corresponding to the current indoor humidity if the current pipeline temperature is lower than the dew point temperature;

a seventh calculating unit, configured to substitute the calculation coefficient, the current indoor temperature, and the dew point temperature into a fourth formula, and calculate the condensation duration, where the fifth formula is:t_mis the length of the condensation, r_RHCalculating coefficients for the calculation.

Further, the control module 3 includes:

the third acquisition unit is used for acquiring the duration of the dehumidification and condensation state of the air conditioner;

a second judging unit, configured to judge whether the duration is less than the condensation duration;

the first control unit is used for controlling the indoor fan to operate for a first working time length according to a first working rotating speed if the duration time length is less than the condensation time length, wherein the first working time length is a difference value between the condensation time length and the duration time length;

and the second control unit is used for controlling the indoor fan to operate for a second working time according to a second working rotating speed after the duration time reaches the condensation time so as to cause the fins of the air conditioner to generate resonance and carry out self-cleaning on the air conditioner.

Further, the air conditioner is disposed with temperature sensor and humidity transducer, collection module 1 includes:

the first acquisition unit is used for acquiring the current indoor temperature and the current pipeline temperature in real time by using the temperature sensor;

and the second acquisition unit is used for acquiring the current indoor humidity in real time by using the humidity sensor.

In this embodiment, each module and unit of the self-cleaning device is used to perform each step of the self-cleaning method of the air conditioner, and the specific implementation process thereof is not described in detail herein.

According to the self-cleaning device of the air conditioner, the air conditioner collects the current indoor temperature, the current indoor humidity and the current pipeline temperature of the heat exchanger, and then the required condensation time of the air conditioner and the operation frequency of the compressor are obtained according to the current indoor temperature, the current indoor humidity and the current pipeline temperature in a prediction mode. The air conditioner controls the compressor to work according to the running frequency, and the working speed and the working duration of the indoor fan are correspondingly set according to the condensation duration, so that the air conditioner is automatically cleaned. In this application, the air conditioner calculates the length of time of required condensation and the operating frequency of compressor according to current indoor temperature, current indoor humidity and current pipeline temperature in real time to guarantee that the condensation effect can reach and predetermine the effect, wash the dust. Meanwhile, the working speed and the working duration of the indoor fan are correspondingly set according to the condensation duration, so that the resonance of the fins can be caused by the rotation of the indoor fan, the dust and the dirt attached to the fins are separated from the fins by utilizing high-frequency vibration, the dust and the dirt can be thoroughly removed along with the condensation water flowing out of the air conditioner, and self-cleaning is completed. The whole self-cleaning process of the air conditioner only needs to operate the refrigeration condensation function, so that energy can be effectively saved, self-cleaning time can be effectively shortened, the cleaning time can be dynamically adjusted according to indoor environment, and the intelligent degree is high.

Referring to fig. 3, a computer device, which may be a server and whose internal structure may be as shown in fig. 3, is also provided in the embodiment of the present application. The computer device includes a processor, a memory, a network interface, and a database connected by a system bus. Wherein the computer designed processor is used to provide computational and control capabilities. The memory of the computer device comprises a nonvolatile storage medium and an internal memory. The non-volatile storage medium stores an operating system, a computer program, and a database. The internal memory provides an environment for the operation of an operating system and computer programs in the non-volatile storage medium. The database of the computer device is used for storing data such as a first formula. The network interface of the computer device is used for communicating with an external terminal through a network connection. The computer program is executed by a processor to implement a self-cleaning method of an air conditioner including a heat exchanger, a compressor, and an indoor fan.

The processor executes the self-cleaning method of the air conditioner, and comprises the following steps:

s1, collecting the current indoor temperature, the current indoor humidity and the current pipeline temperature of the heat exchanger;

s2, predicting the required condensation time of the air conditioner and the running frequency of the compressor according to the current indoor temperature, the current indoor humidity and the current pipeline temperature;

and S3, controlling the compressor to work according to the running frequency, and correspondingly setting the working speed and the working duration of the indoor fan according to the condensation duration to carry out self-cleaning on the air conditioner.

Further, the step of predicting the operating frequency of the compressor according to the current indoor temperature, the current indoor humidity, and the current pipeline temperature includes:

s201, substituting the current indoor temperature into a first formula, and calculating to obtain the partial pressure of the water vapor in the saturated humid air, wherein the first formula is as follows:T_eis the current indoor temperature, E_tIs the partial pressure of water vapor in the saturated humid air;

s202, substituting the current indoor humidity and the partial pressure of the water vapor in the current humid air into a second formula, and calculating to obtain the partial pressure of the water vapor in the current humid air, wherein the second formula is as follows:RH is the current indoor humidity, E₀The partial pressure of the water vapor in the current wet air;

s203, substituting the partial pressure of the water vapor in the current humid air into a third formula to calculate the dew point temperature, wherein the third formula is as follows:T_dis the dew point temperature;

s204, substituting the dew point temperature and the current pipeline temperature into a fourth formula to calculate the operating frequency, wherein the fourth formula is as follows: f_t＝(T_c-T_d)×3，F_tFor said operating frequency, T_cIs the current line temperature.

Further, the step of predicting the operating frequency of the compressor according to the current indoor temperature, the current indoor humidity, and the current pipeline temperature includes:

s205, screening a dew point temperature value corresponding to the current indoor humidity and the current indoor temperature from a pre-constructed dew point temperature table as the dew point temperature, wherein the dew point temperature table comprises a plurality of groups of current indoor humidity, current indoor temperature and dew point temperature values, and a single dew point temperature value corresponds to a single current indoor humidity and a single current indoor temperature;

s206, substituting the dew point temperature and the current pipeline temperature into a fourth formula to calculate the operating frequency, wherein the fourth formula is as follows: f_t＝(T_c-T_d)×3，F_tFor said operating frequency, T_cIs the current line temperature.

Further, the step of predicting the required condensation time of the air conditioner according to the current indoor temperature, the current indoor humidity and the current pipeline temperature includes:

s207, judging whether the current pipeline temperature is lower than the dew point temperature or not;

s208, if the current pipeline temperature is not less than the dew point temperature, acquiring the current time and the starting time of the air conditioner entering a dehumidification condensation state;

s209, calculating the interval duration according to the current time and the starting time;

and S2010, calling a preset time length, and adding the interval time length and the preset time length to obtain the condensation time length.

Further, after the step of determining whether the current pipeline temperature is less than the dew point temperature, the method includes:

s2011, if the current pipeline temperature is lower than the dew point temperature, obtaining a calculation coefficient corresponding to the current indoor humidity;

s2012, substituting the calculation coefficient, the current indoor temperature and the dew point temperature into a fifth formula, and calculating to obtain the condensation time, wherein the fifth formula is as follows:t_mis the length of the condensation, r_RHCalculating coefficients for the calculation.

Further, the step of correspondingly setting the working speed and the working duration of the indoor fan according to the condensation duration to perform self-cleaning on the air conditioner comprises the following steps:

s301, acquiring the duration of the dehumidification and condensation state of the air conditioner during operation;

s302, judging whether the duration is less than the condensation duration or not;

s303, if the duration is less than the condensation duration, controlling the indoor fan to operate at a first working speed for a first working duration, wherein the first working duration is a difference value between the condensation duration and the duration;

and S304, after the duration reaches the condensation duration, controlling the indoor fan to operate at a second working speed for a second working duration to cause the fins of the air conditioner to resonate to self-clean the air conditioner.

Further, the air conditioner is provided with a temperature sensor and a humidity sensor, and the step of collecting the current indoor temperature, the current indoor humidity and the current pipeline temperature of the heat exchanger includes:

s101, acquiring the current indoor temperature and the current pipeline temperature in real time by using the temperature sensor;

and S102, acquiring the current indoor humidity in real time by using the humidity sensor.

An embodiment of the present application further provides a computer-readable storage medium, having a computer program stored thereon, where the computer program, when executed by a processor, implements a self-cleaning method of an air conditioner, where the air conditioner includes a heat exchanger, a compressor, and an indoor fan, and the self-cleaning method of the air conditioner specifically includes:

s1, collecting the current indoor temperature, the current indoor humidity and the current pipeline temperature of the heat exchanger;

s2, predicting the required condensation time of the air conditioner and the running frequency of the compressor according to the current indoor temperature, the current indoor humidity and the current pipeline temperature;

and S3, controlling the compressor to work according to the running frequency, and correspondingly setting the working speed and the working duration of the indoor fan according to the condensation duration to carry out self-cleaning on the air conditioner.

Further, the step of predicting the operating frequency of the compressor according to the current indoor temperature, the current indoor humidity, and the current pipeline temperature includes:

s201, substituting the current indoor temperature into a first formula, and calculating to obtain the partial pressure of the water vapor in the saturated humid air, wherein the first formula is as follows:T_eis the current indoor temperature, E_tIs the partial pressure of water vapor in the saturated humid air;

s202, substituting the current indoor humidity and the partial pressure of the water vapor in the current humid air into a second formula, and calculating to obtain the partial pressure of the water vapor in the current humid air, wherein the second formula is as follows:RH is the current indoor humidity, E₀The partial pressure of the water vapor in the current wet air;

s203, substituting the partial pressure of the water vapor in the current humid air into a third formula to calculate the dew point temperature, wherein the third formula is as follows:T_dis the dew point temperature;

s204, substituting the dew point temperature and the current pipeline temperature into a fourth formula to calculate the operating frequency, wherein the fourth formula is as follows: f_t＝(T_c-T_d)×3，F_tFor said operating frequency, T_cIs the current line temperature.

Further, the step of predicting the operating frequency of the compressor according to the current indoor temperature, the current indoor humidity, and the current pipeline temperature includes:

s205, screening a dew point temperature value corresponding to the current indoor humidity and the current indoor temperature from a pre-constructed dew point temperature table as the dew point temperature, wherein the dew point temperature table comprises a plurality of groups of current indoor humidity, current indoor temperature and dew point temperature values, and a single dew point temperature value corresponds to a single current indoor humidity and a single current indoor temperature;

s206: substituting the dew point temperature and the current pipeline temperature into a fourth formula, and calculating to obtain the operating frequency, wherein the fourth formula is as follows: f_t＝(T_c-T_d)×3，F_tFor said operating frequency, T_cIs the current line temperature.

Further, the step of predicting the required condensation time of the air conditioner according to the current indoor temperature, the current indoor humidity and the current pipeline temperature includes:

s207, judging whether the current pipeline temperature is lower than the dew point temperature or not;

s208, if the current pipeline temperature is not less than the dew point temperature, acquiring the current time and the starting time of the air conditioner entering a dehumidification condensation state;

s209, calculating the interval duration according to the current time and the starting time;

and S2010, calling a preset time length, and adding the interval time length and the preset time length to obtain the condensation time length.

Further, after the step of determining whether the current pipeline temperature is less than the dew point temperature, the method includes:

s2011, if the current pipeline temperature is lower than the dew point temperature, obtaining a calculation coefficient corresponding to the current indoor humidity;

s2012, substituting the calculation coefficient, the current indoor temperature and the dew point temperature into a fifth formula to calculate the condensation time, wherein the fifth formula is used for calculating the condensation timeThe formula is as follows:t_mis the length of the condensation, r_RHCalculating coefficients for the calculation.

Further, the step of correspondingly setting the working speed and the working duration of the indoor fan according to the condensation duration to perform self-cleaning on the air conditioner comprises the following steps:

s301, acquiring the duration of the dehumidification and condensation state of the air conditioner during operation;

s302, judging whether the duration is less than the condensation duration or not;

s303, if the duration is less than the condensation duration, controlling the indoor fan to operate at a first working speed for a first working duration, wherein the first working duration is a difference value between the condensation duration and the duration;

and S304, after the duration reaches the condensation duration, controlling the indoor fan to operate at a second working speed for a second working duration to cause the fins of the air conditioner to resonate to self-clean the air conditioner.

Further, the air conditioner is provided with a temperature sensor and a humidity sensor, and the step of collecting the current indoor temperature, the current indoor humidity and the current pipeline temperature of the heat exchanger includes:

s101, acquiring the current indoor temperature and the current pipeline temperature in real time by using the temperature sensor;

and S102, acquiring the current indoor humidity in real time by using the humidity sensor.

It will be understood by those skilled in the art that all or part of the processes of the methods of the above embodiments may be implemented by hardware associated with instructions of a computer program, which may be stored on a non-volatile computer-readable storage medium, and when executed, may include processes of the above embodiments of the methods. Any reference to memory, storage, database, or other medium provided herein and used in the examples may include non-volatile and/or volatile memory. Non-volatile memory can include read-only memory (ROM), Programmable ROM (PROM), Electrically Programmable ROM (EPROM), Electrically Erasable Programmable ROM (EEPROM), or flash memory. Volatile memory can include Random Access Memory (RAM) or external cache memory. By way of illustration and not limitation, RAM is available in a variety of forms such as Static RAM (SRAM), Dynamic RAM (DRAM), Synchronous DRAM (SDRAM), double-rate SDRAM (SSRSDRAM), Enhanced SDRAM (ESDRAM), synchronous link (Synchlink) DRAM (SLDRAM), Rambus Direct RAM (RDRAM), direct bus dynamic RAM (DRDRAM), and memory bus dynamic RAM (RDRAM).

It should be noted that, in this document, the terms "comprises," "comprising," or any other variation thereof, are intended to cover a non-exclusive inclusion, such that a process, apparatus, article, or method that comprises a list of elements does not include only those elements but may include other elements not expressly listed or inherent to such process, apparatus, article, or method. Without further limitation, an element defined by the phrase "comprising an … …" does not exclude the presence of other like elements in a process, apparatus, article, or method that includes the element.

The above description is only for the preferred embodiment of the present application and not intended to limit the scope of the present application, and all modifications of equivalent structures and equivalent processes, which are made by the contents of the specification and the drawings of the present application, or which are directly or indirectly applied to other related technical fields, are intended to be included within the scope of the present application.