Bubble bottle gas remaining amount prediction method and system for multifunctional water dispenser

Abstract

The invention provides a bubble bottle gas remaining amount prediction method and system for a multifunctional water dispenser, and the method comprises the steps: monitoring the single water yield and pressure data of the water dispenser in real time based on a sensor, and obtaining the initial gas amount in a bubble bottle; constructing a gas consumption model based on a sparkling water making standard, and analyzing the single water yield and pressure data based on the gas consumption model to obtain a single gas usage amount; and based on the initial gas amount and the single-time gas usage amount in the bubble bottle, carrying out accumulative dynamic updating on the residual gas amount in the bubble bottle, and displaying an accumulative dynamic updating result on a display panel of the water dispenser. A user can conveniently know the use condition of the gas in the bubble bottle in time, the accuracy and reliability of gas remaining amount prediction of the bubble bottle are improved, and the use experience feeling of the user is greatly improved.

Description

Technical Field

[0001] The present invention relates to the technical field of data processing, and in particular to a method and system for predicting the remaining amount of gas in a bubble bottle of a multifunctional water dispenser. Background Art

[0002] At present, as people's requirements for quality of life improve, multifunctional water dispensers are becoming more and more popular, among which water dispensers with bubble water function are particularly popular. In this type of water dispenser, the remaining gas in the bubble bottle is crucial to the user experience;

[0003] However, traditionally, it may be difficult to accurately and intuitively know the remaining gas in the bubble bottle, which may cause the user to suddenly run out of gas during use, or fail to replace the bubble bottle in time, which greatly reduces the user experience;

[0004] Therefore, in order to overcome the above-mentioned defects, the present invention provides a method and system for predicting the remaining amount of gas in a bubble bottle of a multi-functional water dispenser. Summary of the invention

[0005] The present invention provides a method and system for predicting the remaining amount of gas in a bubble bottle of a multifunctional water dispenser, which are used to monitor the single water output and pressure data of the water dispenser by using a sensor, thereby providing reliable data support for determining the gas usage each time, and at the same time, obtaining the initial gas volume in the bubble bottle, thereby facilitating the determination of the remaining gas volume in the bubble bottle according to the initial gas volume, and secondly, by constructing a gas consumption model, the single water output and pressure data are analyzed according to the gas consumption model, thereby achieving accurate and effective determination of the single gas usage, and facilitating effective understanding of the usage of the gas in the bubble bottle, and finally, the remaining amount of gas in the bubble bottle is cumulatively and dynamically updated according to the initial gas volume in the bubble bottle and the single gas usage, and the cumulative dynamic update result is displayed on the display panel of the water dispenser, so that the user can timely understand the usage of the gas in the bubble bottle, and the accuracy and reliability of the prediction of the remaining amount of gas in the bubble bottle are also improved, thereby greatly improving the user experience.

[0006] The present invention provides a method for predicting the remaining amount of bubble bottle gas for a multifunctional water dispenser, comprising:

[0007] Step 1: Based on the sensor, the single water output and pressure data of the water dispenser are monitored in real time, and at the same time, the initial gas volume in the bubble bottle is obtained;

[0008] Step 2: Construct a gas consumption model based on the sparkling water production standard, and analyze the single water output and pressure data based on the gas consumption model to obtain the single gas usage;

[0009] Step 3: Based on the initial gas volume in the bubble bottle and the single gas usage, the remaining gas volume in the bubble bottle is dynamically updated cumulatively, and the cumulative dynamic update result is displayed on the display panel of the water dispenser.

[0010] Preferably, a method for predicting the remaining amount of bubble bottle gas for a multifunctional water dispenser, in step 1, real-time monitoring of the single water output and pressure data of the water dispenser based on a sensor includes:

[0011] Performing a three-dimensional scan on the water dispenser based on a scanning device to obtain a three-dimensional structure of the water dispenser, and determining a water outlet position and a cup carrying position of the water dispenser based on the three-dimensional structure;

[0012] Determine the first deployment positions of the flow sensor and the gravity sensor based on the water outlet position and the cup position, respectively; determine the water tank position of the water dispenser based on the three-dimensional structure; and determine the second deployment position of the pressure sensor based on the water tank position;

[0013] Based on the first deployment position and the second deployment position, the flow sensor, the gravity sensor and the pressure sensor are deployed with guidance, and the single water output and pressure data of the water dispenser are monitored in real time based on the deployment guidance results.

[0014] Preferably, a method for predicting the remaining amount of bubble bottle gas for a multifunctional water dispenser monitors the single water output and pressure data of the water dispenser in real time based on the deployment guidance result, including:

[0015] Obtaining a first single water output volume monitored by a flow sensor and gravity data monitored by a gravity sensor, and determining a gravity difference of a single water output based on the gravity data;

[0016] Determine the monitored second single water output based on the gravity difference, and determine a target difference between the first single water output and the second single water output;

[0017] If the target difference meets the preset threshold, one of the first single water output or the second single water output is used as the final monitored single water output, otherwise, the reserve plan is activated to re-verify the water output;

[0018] Construct a data recording table, and record the monitored single water output and pressure data in sequence in the data recording table based on the chronological order.

[0019] Preferably, a method for predicting the remaining gas volume in a bubble bottle of a multifunctional water dispenser, in step 1, obtaining the initial gas volume in the bubble bottle, comprises:

[0020] Obtain the device ID of the bubble bottle, and crawl basic specification parameters of the bubble bottle from the network based on the device ID;

[0021] At the same time, basic parameters of the gas in the bubble bottle are extracted based on the bubble water production standard of the water dispenser, and the initial gas volume in the bubble bottle is determined based on the basic specification parameters of the bubble bottle and the basic parameters of the gas in the bubble bottle.

[0022] Preferably, a method for predicting the remaining amount of gas in a bubble bottle of a multifunctional water dispenser, in step 2, constructing a gas consumption model based on the bubble water production standard, and analyzing the single water output and pressure data based on the gas consumption model to obtain a single gas usage, including:

[0023] Obtain and analyze the production standards for sparkling water to determine factors affecting gas consumption;

[0024] Retrieving historical production data based on a preset database, parsing the historical production data based on factors affecting gas consumption, and extracting the corresponding relationship between the gas consumption corresponding to the historical production data and the influencing factors;

[0025] Based on the value change characteristics of the influencing factors, the historical production data of different sequence values ​​of the same influencing factor are classified, and based on the classification results, a visual curve chart is generated according to the different sequence values ​​of the same influencing factor and the corresponding relationship between gas consumption and the influencing factor;

[0026] Based on the visualized curve chart, the value change trend of gas consumption as the value of the influencing factor changes is determined, and the proportional relationship between gas consumption and different influencing factors is obtained based on the value change trend;

[0027] The target proportions of different influencing factors are determined based on the sparkling water production standard, and the proportional relationship between gas consumption and different influencing factors is comprehensively averaged based on the target proportions to obtain a relationship function between gas consumption and the set of influencing factors;

[0028] Based on the gas consumption analysis requirements, a target basic model is selected from the model framework, and the target basic model is learned and trained based on the relationship function between the gas consumption and the influencing factor set to obtain a gas consumption model;

[0029] Determine application requirements of the gas consumption model, and determine the deployment environment of the gas consumption model and compatible configuration parameters in the deployment environment based on the application requirements;

[0030] The gas consumption model is deployed based on the deployment environment and compatible configuration parameters, and the real-time monitored single water output and pressure data are analyzed based on the deployment results to obtain the corresponding single gas usage.

[0031] Preferably, a method for predicting the remaining amount of gas in a bubble bottle of a multifunctional water dispenser, to obtain the corresponding single gas usage, comprises:

[0032] Collecting the single gas usage corresponding to multiple groups of different water outputs in the water dispenser, and receiving user feedback data based on the single gas usage corresponding to the multiple groups of different water outputs;

[0033] Based on the feedback data, the integration characteristics of the single gas usage corresponding to different water outputs are determined, and the relationship function between the gas consumption and the set of influencing factors is iteratively optimized based on the integration characteristics;

[0034] Based on the iterative optimization results, the consumption law of gas consumption relative to the set of influencing factors is obtained, and the equipment configuration guidance strategy is generated based on the consumption law;

[0035] Obtain parameter configurations of different water dispensers, and make personalized adjustments to the device configuration guidance strategy based on the parameter configurations to obtain personalized device configuration guidance strategies corresponding to water dispensers with different parameter configurations;

[0036] The personalized device configuration guidance strategy is deployed and applied in the main control center of the corresponding water dispenser.

[0037] Preferably, a method for predicting the remaining gas volume in a bubble bottle of a multifunctional water dispenser, in step 3, the remaining gas volume in the bubble bottle is dynamically updated based on the initial gas volume in the bubble bottle and the single gas usage, including:

[0038] Obtain the initial gas volume in the bubble bottle, monitor the real-time operating status of the water dispenser, and record the single gas usage of the water dispenser when it is used for the first time based on the monitoring results;

[0039] An initial gas volume recording node is constructed based on the first-used single gas usage, and a difference operation is performed between the first-used single gas usage and the initial gas volume in the bubble bottle based on the initial gas volume recording node to obtain the current remaining gas volume in the bubble bottle;

[0040] At the same time, the real-time operating status of the water dispenser is tracked, and based on the tracking results, the gas usage of each time is superimposed and updated according to the initial gas volume recording node;

[0041] After each superimposed update, the gas remaining in the bubble bottle is cumulatively and dynamically updated based on the current gas remaining in the bubble bottle.

[0042] Preferably, a method for predicting the remaining amount of bubble bottle gas for a multifunctional water dispenser, in step 3, the accumulated dynamic update result is displayed on the display panel of the water dispenser, including:

[0043] Obtaining a cumulative dynamic update result of the remaining gas in the bubble bottle, and displaying the cumulative dynamic update result on a display panel of the water dispenser;

[0044] comparing the remaining amount of gas in the bubble bottle with a preset threshold value based on the displayed result;

[0045] If the remaining gas in the bubble bottle is less than the preset threshold, the warning information is superimposed on the display panel of the water dispenser. At the same time, a warning report is generated and transmitted to the user terminal for remote warning notification based on the communication link between the water dispenser and the user terminal.

[0046] Preferably, a method for predicting the remaining amount of gas in a bubble bottle of a multifunctional water dispenser, obtaining a cumulative dynamic update result of the remaining amount of gas in the bubble bottle, comprises:

[0047] Obtain the user's usage data of the water dispenser, and analyze the usage data to obtain the user's water collection behavior characteristics at the water dispenser;

[0048] Determine the average water intake of the user each time based on the water intake behavior characteristics, and determine the target gas consumption each time based on the average water intake;

[0049] Based on the cumulative dynamic update result of the remaining gas in the bubble bottle, the target gas consumption for each time is analyzed to obtain the number of times the remaining gas in the current bubble bottle can be used by the user;

[0050] The number of times available for use by the user is displayed on the display panel of the water dispenser.

[0051] The present invention provides a bubble bottle gas remaining amount prediction system for a multifunctional water dispenser, comprising:

[0052] The data monitoring module is used to monitor the single water output and pressure data of the water dispenser in real time based on the sensor, and at the same time, obtain the initial gas volume in the bubble bottle;

[0053] The gas usage determination module is used to build a gas consumption model based on the sparkling water production standard, and analyze the single water output and pressure data based on the gas consumption model to obtain the single gas usage;

[0054] The gas remaining amount determination and display module is used to dynamically update the gas remaining amount in the bubble bottle based on the initial gas amount in the bubble bottle and the single gas usage, and display the cumulative dynamic update result on the display panel of the water dispenser.

[0055] Compared with the prior art, the present invention has the following beneficial effects:

[0056] By using sensors to monitor the single water output and pressure data of the water dispenser, reliable data support is provided for determining the gas usage each time. At the same time, the initial gas volume in the bubble bottle is obtained, so that the remaining gas volume in the bubble bottle can be determined based on the initial gas volume. Secondly, by constructing a gas consumption model, the single water output and pressure data are analyzed according to the gas consumption model, so as to accurately and effectively determine the single gas usage, which is convenient for effectively understanding the usage of the gas in the bubble bottle. Finally, the remaining gas in the bubble bottle is cumulatively and dynamically updated according to the initial gas volume in the bubble bottle and the single gas usage, and the cumulative dynamic update results are displayed on the display panel of the water dispenser, so that users can timely understand the usage of the gas in the bubble bottle, and also improve the accuracy and reliability of the prediction of the remaining gas in the bubble bottle, which greatly enhances the user's experience.

[0057] Other features and advantages of the present invention will be described in the following description, and partly become apparent from the description, or understood by practicing the present invention. The purpose and other advantages of the present invention can be realized and obtained by the structures specifically pointed out in this application document.

[0058] The technical solution of the present invention is further described in detail below through the accompanying drawings and embodiments. BRIEF DESCRIPTION OF THE DRAWINGS

[0059] The accompanying drawings are used to provide a further understanding of the present invention and constitute a part of the specification. Together with the embodiments of the present invention, they are used to explain the present invention and do not constitute a limitation of the present invention. In the accompanying drawings:

[0060] Figure 1 It is a flow chart of a method for predicting the remaining amount of bubble bottle gas for a multi-functional water dispenser in an embodiment of the present invention;

[0061] Figure 2 This is a flow chart of step 1 in a method for predicting the remaining amount of bubble bottle gas for a multifunctional water dispenser in an embodiment of the present invention;

[0062] Figure 3 The present invention is a structural diagram of a bubble bottle gas remaining amount prediction system for a multi-functional water dispenser in an embodiment of the present invention. DETAILED DESCRIPTION

[0063] The preferred embodiments of the present invention are described below in conjunction with the accompanying drawings. It should be understood that the preferred embodiments described herein are only used to illustrate and explain the present invention, and are not used to limit the present invention.

[0064] Embodiment 1:

[0065] This embodiment provides a method for predicting the remaining amount of bubble bottle gas for a multi-functional water dispenser. Figure 1As shown, including:

[0066] Step 1: Based on the sensor, the single water output and pressure data of the water dispenser are monitored in real time, and at the same time, the initial gas volume in the bubble bottle is obtained;

[0067] Step 2: Construct a gas consumption model based on the sparkling water production standard, and analyze the single water output and pressure data based on the gas consumption model to obtain the single gas usage;

[0068] Step 3: Based on the initial gas volume in the bubble bottle and the single gas usage, the remaining gas volume in the bubble bottle is dynamically updated cumulatively, and the cumulative dynamic update result is displayed on the display panel of the water dispenser.

[0069] In this embodiment, the sensor refers to a flow sensor, a gravity sensor, and the like.

[0070] In this embodiment, the single water output refers to the amount of water used each time when making sparkling water through a water dispenser.

[0071] In this embodiment, the pressure data refers to the pressure value of the water bucket in the water dispenser, which will affect the fusion speed of the gas and water in the bubble bottle.

[0072] In this embodiment, the initial gas volume refers to the corresponding gas volume in the bubble bottle when it is full of gas.

[0073] In this embodiment, the standard for making sparkling water is known in advance and is used to characterize information such as factors affecting gas consumption and the proportion of different factors.

[0074] In this embodiment, the gas consumption model is a model used to analyze the gas consumption situation of different water volume and pressure data.

[0075] In this embodiment, the single gas usage refers to the amount of gas required to be consumed under the current water output and pressure data when making sparkling water.

[0076] In this embodiment, the cumulative dynamic update refers to dynamically updating the amount of gas remaining in the bubble bottle after each production of bubble water.

[0077] The working principle and beneficial effects of the above technical solution are as follows: by using sensors to monitor the single water output and pressure data of the water dispenser, reliable data support is provided for determining the gas usage each time. At the same time, the initial gas volume in the bubble bottle is obtained, so that the remaining gas volume in the bubble bottle is determined according to the initial gas volume. Secondly, by constructing a gas consumption model, the single water output and pressure data are analyzed according to the gas consumption model, so as to accurately and effectively determine the single gas usage, which is convenient for effectively understanding the usage of the gas in the bubble bottle. Finally, the remaining gas in the bubble bottle is cumulatively and dynamically updated according to the initial gas volume and the single gas usage in the bubble bottle, and the cumulative dynamic update results are displayed on the display panel of the water dispenser, which is convenient for users to understand the usage of the gas in the bubble bottle in time, and also improves the accuracy and reliability of the prediction of the remaining gas in the bubble bottle, which greatly improves the user's experience.

[0078] Embodiment 2:

[0079] Based on Example 1, this example provides a method for predicting the remaining amount of bubble bottle gas in a multi-functional water dispenser, such as Figure 2 As shown, in step 1, the single water output and pressure data of the water dispenser are monitored in real time based on the sensor, including:

[0080] Step 101: performing a three-dimensional scan on the water dispenser using a scanning device to obtain a three-dimensional structure of the water dispenser, and determining a water outlet position and a cup carrying position of the water dispenser based on the three-dimensional structure;

[0081] Step 102: determining first deployment positions of the flow sensor and the gravity sensor based on the water outlet position and the cup position, respectively, and determining a water tank position of the water dispenser based on the three-dimensional structure, and determining a second deployment position of the pressure sensor based on the water tank position;

[0082] Step 103: Provide deployment guidance for the flow sensor, gravity sensor, and pressure sensor based on the first deployment position and the second deployment position, and monitor the single water output and pressure data of the water dispenser in real time based on the deployment guidance results.

[0083] In this embodiment, the scanning device is pre-set and is used to perform a structural scan on the water dispenser to obtain three-dimensional structural data of the water dispenser.

[0084] In this embodiment, the cup placement position refers to the specific position where the cup is placed in the water dispenser.

[0085] In this embodiment, the first deployment position refers to the deployment position of the flow sensor and the gravity sensor in the water dispenser.

[0086] In this embodiment, the second deployment position refers to the specific position of the water tank of the water dispenser in the water dispenser.

[0087] The working principle and beneficial effect of the above technical solution are: by determining the three-dimensional structure of the water dispenser, the water outlet position, cup position and water tank position of the water dispenser can be effectively determined according to the three-dimensional structure, so as to facilitate the effective deployment guidance of the flow sensor, gravity sensor and pressure sensor according to the determined positions, thereby effectively determining the single water output and pressure data of the water dispenser.

[0088] Embodiment 3:

[0089] Based on Example 2, this embodiment provides a method for predicting the remaining amount of bubble bottle gas for a multi-functional water dispenser, which monitors the single water output and pressure data of the water dispenser in real time based on the deployment guidance result, including:

[0090] Obtaining the first single water output volume monitored by the flow sensor and the gravity data monitored by the gravity sensor, and determining the gravity difference of the single water output based on the gravity data;

[0091] Determine the monitored second single water output based on the gravity difference, and determine a target difference between the first single water output and the second single water output;

[0092] If the target difference meets the preset threshold, one of the first single water output or the second single water output is used as the final monitored single water output, otherwise, the reserve plan is activated to re-verify the water output;

[0093] Construct a data recording table, and record the monitored single water output and pressure data in sequence in the data recording table based on the chronological order.

[0094] In this embodiment, the gravity difference refers to the result obtained by comparing the difference between the gravity data monitored by the gravity sensor and the gravity data of the cup itself.

[0095] In this embodiment, the second single water output refers to the water output determined by gravity difference, and the first water output refers to the water output monitored by the flow sensor.

[0096] In this embodiment, the target difference refers to the difference between the first single water output and the second single water output.

[0097] In this embodiment, the preset threshold is set in advance.

[0098] In this embodiment, the preparatory scheme is to measure the water volume through a backup scheme when the target difference does not meet the preset threshold, for example, the water volume can be estimated after image acquisition.

[0099] The working principle and beneficial effects of the above technical solution are: the water output is determined by a flow sensor and a gravity sensor respectively, and the water output determined by the gravity sensor is compared with the water output determined by the flow sensor, so as to effectively verify the water output of the water dispenser; finally, the monitored single water output and pressure data are sequentially recorded in the data recording table through the constructed data recording table, which provides reliable data support for the prediction of the remaining gas in the bubble bottle of the multi-functional water dispenser.

[0100] Embodiment 4:

[0101] Based on Example 1, this embodiment provides a method for predicting the remaining gas volume in a bubble bottle of a multifunctional water dispenser. In step 1, the initial gas volume in the bubble bottle is obtained, including:

[0102] Obtain the device ID of the bubble bottle, and crawl basic specification parameters of the bubble bottle from the network based on the device ID;

[0103] At the same time, basic parameters of the gas in the bubble bottle are extracted based on the bubble water production standard of the water dispenser, and the initial gas volume in the bubble bottle is determined based on the basic specification parameters of the bubble bottle and the basic parameters of the gas in the bubble bottle.

[0104] In this embodiment, the device identifier refers to a marking symbol that can distinguish different specifications and types.

[0105] In this embodiment, the basic specification parameters refer to parameters such as the size of the bubble bottle and the amount of gas stored inside.

[0106] In this embodiment, the basic parameters refer to the concentration of the gas in the bubble bottle and the pressure in the bubble bottle.

[0107] The working principle and beneficial effects of the above technical solution are: by crawling the basic specification parameters of the bubble bottle from the network according to the device identification of the bubble bottle, and at the same time, extracting the basic parameters of the gas in the bubble bottle based on the bubble water production standard of the water dispenser, finally realizing the effective determination of the initial gas volume in the bubble bottle according to the basic specification parameters and the basic parameters of the gas in the bubble bottle.

[0108] Embodiment 5:

[0109] On the basis of Example 1, this embodiment provides a method for predicting the remaining amount of gas in a bubble bottle for a multifunctional water dispenser. In step 2, a gas consumption model is constructed based on the bubble water production standard, and the single water output and pressure data are analyzed based on the gas consumption model to obtain the single gas usage, including:

[0110] Obtain and analyze the production standards for sparkling water to determine factors affecting gas consumption;

[0111] Retrieving historical production data based on a preset database, parsing the historical production data based on factors affecting gas consumption, and extracting the corresponding relationship between the gas consumption corresponding to the historical production data and the influencing factors;

[0112] Based on the value change characteristics of the influencing factors, the historical production data of different sequence values ​​of the same influencing factor are classified, and based on the classification results, a visual curve chart is generated according to the different sequence values ​​of the same influencing factor and the corresponding relationship between gas consumption and the influencing factor;

[0113] Based on the visualized curve chart, the value change trend of gas consumption as the value of the influencing factor changes is determined, and the proportional relationship between gas consumption and different influencing factors is obtained based on the value change trend;

[0114] The target proportions of different influencing factors are determined based on the sparkling water production standard, and the proportional relationship between gas consumption and different influencing factors is comprehensively averaged based on the target proportions to obtain a relationship function between gas consumption and the set of influencing factors;

[0115] Based on the gas consumption analysis requirements, a target basic model is selected from the model framework, and the target basic model is learned and trained based on the relationship function between the gas consumption and the influencing factor set to obtain a gas consumption model;

[0116] Determine application requirements of the gas consumption model, and determine the deployment environment of the gas consumption model and compatible configuration parameters in the deployment environment based on the application requirements;

[0117] The gas consumption model is deployed based on the deployment environment and compatible configuration parameters, and the real-time monitored single water output and pressure data are analyzed based on the deployment results to obtain the corresponding single gas usage.

[0118] In this embodiment, the consumption factor refers to the factor that affects the amount of gas used when making bubble water, such as the pressure and the amount of water used when making bubble water.

[0119] In this embodiment, the preset database is set in advance and is used to store historical production data.

[0120] In this embodiment, the value change feature refers to the change in the value of the influencing factor, for example, it may be the change in the water output.

[0121] In this embodiment, different sequence values ​​refer to classifying the historical production data corresponding to different values ​​of the same influencing factor.

[0122] In this embodiment, the visualization curve chart is a chart used to represent different sequence values ​​of the same influencing factor and the relative change relationship between the gas consumption and the influencing factor.

[0123] In this embodiment, the proportional relationship refers to the influence ratio of different influencing factors on the gas consumption, for example, the influence ratio of water output and pressure on the gas consumption is 80% and 20%.

[0124] In this embodiment, the target proportion refers to the proportion of different influencing factors in all factors.

[0125] In this embodiment, the relationship function is used to characterize the interaction relationship between the gas consumption and the set of influencing factors.

[0126] In this embodiment, the gas consumption analysis requirements are known in advance and are used to characterize the accuracy and computational requirements that need to be achieved when analyzing the gas consumption.

[0127] In this embodiment, the target basic model refers to a model framework selected from the model framework that is suitable for corresponding to the current gas consumption analysis requirements.

[0128] In this embodiment, the application requirement refers to the operating conditions that the gas consumption model needs to meet when it is applied.

[0129] In this embodiment, the compatible configuration parameters refer to configuration parameters corresponding to when the gas consumption model is deployed in the deployment environment to ensure stable operation and no interference with other applications in the deployment environment.

[0130] The working principle and beneficial effects of the above technical solution are: by analyzing the production standards of bubble water, the factors affecting gas consumption can be effectively determined. At the same time, historical production data is retrieved from a preset database, and the factors affecting gas consumption are analyzed with the historical production data to effectively determine the correlation between the influencing factors and gas consumption. Secondly, a gas consumption model is constructed based on the obtained correlation, which provides a reliable prediction tool for predicting the remaining gas in the bubble bottle of a multi-functional water dispenser. Finally, the gas consumption model is deployed in a deployment environment, and the single water output and pressure data monitored in real time are analyzed according to the deployment results, so that the single gas usage can be accurately and effectively determined, which is also convenient for effectively understanding the usage of the gas in the bubble bottle, thereby ensuring the accuracy and reliability of the prediction of the remaining gas in the bubble bottle.

[0131] Embodiment 6:

[0132] Based on Example 5, this embodiment provides a method for predicting the remaining amount of bubble bottle gas for a multi-functional water dispenser, and obtaining the corresponding single gas usage, including:

[0133] Collecting the single gas usage corresponding to multiple groups of different water outputs in the water dispenser, and receiving user feedback data based on the single gas usage corresponding to the multiple groups of different water outputs;

[0134] Based on the feedback data, the integration characteristics of the single gas usage corresponding to different water outputs are determined, and the relationship function between the gas consumption and the set of influencing factors is iteratively optimized based on the integration characteristics;

[0135] Based on the iterative optimization results, the consumption law of gas consumption relative to the set of influencing factors is obtained, and the equipment configuration guidance strategy is generated based on the consumption law;

[0136] Obtain parameter configurations of different water dispensers, and make personalized adjustments to the device configuration guidance strategy based on the parameter configurations to obtain personalized device configuration guidance strategies corresponding to water dispensers with different parameter configurations;

[0137] The personalized device configuration guidance strategy is deployed and applied in the main control center of the corresponding water dispenser.

[0138] In this embodiment, the feedback data refers to the feedback data provided by the user on the production effect of the sparkling water at different single gas usage amounts.

[0139] In this embodiment, the integration characteristics refer to the integration of a single gas usage amount into the corresponding water output, including the concentration of the produced bubble water, etc.

[0140] In this embodiment, the consumption rule refers to the consumption of gas relative to a set of influencing factors, thereby facilitating the generation of a production strategy for sparkling water.

[0141] In this embodiment, personalized adjustment refers to determining the gas consumption of different water dispensers during production according to the device configuration guidance strategy.

[0142] The working principle and beneficial effect of the above technical solution are: by collecting the single gas usage corresponding to multiple groups of different water outputs in the water dispenser, and analyzing the feedback data corresponding to the collected multiple groups of single gas usage, it is possible to effectively determine the consumption law of the gas consumption relative to the set of influencing factors, and then to effectively generate the equipment configuration guidance strategy according to the consumption law. Finally, the gas consumption of water dispensers of different specifications is adjusted according to the equipment configuration guidance strategy, so as to effectively determine the personalized equipment configuration guidance strategy corresponding to water dispensers of different specifications, and deploy and apply the obtained personalized equipment configuration guidance strategy in the main control center of the corresponding water dispenser, thereby improving the user experience.

[0143] Embodiment 7:

[0144] Based on Example 1, this embodiment provides a method for predicting the remaining gas volume in a bubble bottle for a multi-functional water dispenser. In step 3, the remaining gas volume in the bubble bottle is dynamically updated based on the initial gas volume in the bubble bottle and the single gas usage, including:

[0145] Obtain the initial gas volume in the bubble bottle, monitor the real-time operating status of the water dispenser, and record the single gas usage of the water dispenser when it is used for the first time based on the monitoring results;

[0146] An initial gas volume recording node is constructed based on the first-used single gas usage, and a difference operation is performed between the first-used single gas usage and the initial gas volume in the bubble bottle based on the initial gas volume recording node to obtain the current remaining gas volume in the bubble bottle;

[0147] At the same time, the real-time operating status of the water dispenser is tracked, and based on the tracking results, the gas usage of each time is superimposed and updated according to the initial gas volume recording node;

[0148] After each superimposed update, the gas remaining in the bubble bottle is cumulatively and dynamically updated based on the current gas remaining in the bubble bottle.

[0149] In this embodiment, the initial gas volume recording node refers to a data point for recording the first usage of the bubble bottle, which is used to start the sequential recording process, thereby facilitating the effective determination of each subsequent gas usage.

[0150] The working principle and beneficial effects of the above technical solution are: by monitoring the real-time operating status of the bubble bottle, and determining the single gas usage of the water dispenser when it is used for the first time based on the monitoring results, at the same time, constructing an initial gas volume recording node to facilitate recording of each subsequent usage. Finally, the remaining gas volume in the bubble bottle is updated through the monitored single gas usage, so that users can understand the gas usage.

[0151] Embodiment 8:

[0152] Based on Example 1, this embodiment provides a method for predicting the remaining amount of bubble bottle gas for a multifunctional water dispenser. In step 3, the accumulated dynamic update result is displayed on the display panel of the water dispenser, including:

[0153] Obtaining a cumulative dynamic update result of the remaining gas in the bubble bottle, and displaying the cumulative dynamic update result on a display panel of the water dispenser;

[0154] comparing the remaining amount of gas in the bubble bottle with a preset threshold value based on the displayed result;

[0155] If the remaining gas in the bubble bottle is less than the preset threshold, the warning information is superimposed on the display panel of the water dispenser. At the same time, a warning report is generated and transmitted to the user terminal for remote warning notification based on the communication link between the water dispenser and the user terminal.

[0156] In this embodiment, the preset threshold is set in advance and is used to represent the minimum amount allowed in the bubble bottle, that is, if it is less than this value, an early warning operation is required.

[0157] The working principle and beneficial effect of the above technical solution are: by displaying the cumulative dynamic update results of the remaining gas in the bubble bottle, and comparing the remaining gas in the bubble bottle with a preset threshold value based on the displayed results, it is convenient to generate corresponding early warning information in time according to the comparison results, and transmit the early warning information to the user terminal for remote early warning notification, so that the user can understand the usage of the gas in the bubble bottle in time.

[0158] Embodiment 9:

[0159] On the basis of Example 8, this embodiment provides a method for predicting the remaining amount of gas in a bubble bottle of a multifunctional water dispenser, which obtains the cumulative dynamic update result of the remaining amount of gas in the bubble bottle, including:

[0160] Obtain the user's usage data of the water dispenser, and analyze the usage data to obtain the user's water collection behavior characteristics at the water dispenser;

[0161] Determine the average water intake of the user each time based on the water intake behavior characteristics, and determine the target gas consumption each time based on the average water intake;

[0162] Based on the cumulative dynamic update result of the remaining gas in the bubble bottle, the target gas consumption for each time is analyzed to obtain the number of times the remaining gas in the current bubble bottle can be used by the user;

[0163] The number of times available for use by the user is displayed on the display panel of the water dispenser.

[0164] In this embodiment, the water taking behavior feature refers to the user's behavior habit regarding the amount of water taken when using the water dispenser, such as filling the dispenser with water every time.

[0165] In this embodiment, the target gas consumption refers to the gas consumption corresponding to the average water intake.

[0166] The working principle and beneficial effects of the above technical solution are: by determining the user's water extraction behavior characteristics at the water dispenser, the average water extraction amount of the user each time is effectively determined, and secondly, the target gas consumption amount corresponding to each average water extraction amount is determined, so that the number of times the remaining gas in the bubble bottle is used is effectively evaluated based on the cumulative dynamic update results based on the remaining gas in the bubble bottle and the target gas consumption amount each time, and the evaluation results are displayed on the display panel, which improves the user's usage experience and facilitates effective understanding of the gas usage.

[0167] Embodiment 10:

[0168] This embodiment provides a bubble bottle gas remaining prediction system for a multi-functional water dispenser, such as Figure 3 As shown, including:

[0169] The data monitoring module is used to monitor the single water output and pressure data of the water dispenser in real time based on the sensor, and at the same time, obtain the initial gas volume in the bubble bottle;

[0170] The gas usage determination module is used to build a gas consumption model based on the sparkling water production standard, and analyze the single water output and pressure data based on the gas consumption model to obtain the single gas usage;

[0171] The gas remaining amount determination and display module is used to dynamically update the gas remaining amount in the bubble bottle based on the initial gas amount in the bubble bottle and the single gas usage, and display the cumulative dynamic update result on the display panel of the water dispenser.

[0172] The working principle and beneficial effects of the above technical solution are as follows: by using sensors to monitor the single water output and pressure data of the water dispenser, reliable data support is provided for determining the gas usage each time. At the same time, the initial gas volume in the bubble bottle is obtained, so that the remaining gas volume in the bubble bottle is determined according to the initial gas volume. Secondly, by constructing a gas consumption model, the single water output and pressure data are analyzed according to the gas consumption model, so as to accurately and effectively determine the single gas usage, which is convenient for effectively understanding the usage of the gas in the bubble bottle. Finally, the remaining gas in the bubble bottle is cumulatively and dynamically updated according to the initial gas volume and the single gas usage in the bubble bottle, and the cumulative dynamic update results are displayed on the display panel of the water dispenser, which is convenient for users to understand the usage of the gas in the bubble bottle in time, and also improves the accuracy and reliability of the prediction of the remaining gas in the bubble bottle, which greatly improves the user's experience.

[0173] Obviously, those skilled in the art can make various changes and modifications to the present invention without departing from the spirit and scope of the present invention. Thus, if these modifications and variations of the present invention fall within the scope of the claims of the present invention and their equivalents, the present invention is also intended to include these modifications and variations.

Claims

1. A method for predicting the remaining amount of bubble bottle gas for a multifunctional water dispenser, characterized in that: include: Step 1: Based on the sensor, the single water output and pressure data of the water dispenser are monitored in real time, and at the same time, the initial gas volume in the bubble bottle is obtained; Step 2: Construct a gas consumption model based on the sparkling water production standard, and analyze the single water output and pressure data based on the gas consumption model to obtain the single gas usage; Step 3: Based on the initial gas volume in the bubble bottle and the single gas usage, the remaining gas volume in the bubble bottle is dynamically updated cumulatively, and the cumulative dynamic update result is displayed on the display panel of the water dispenser.

2. The method for predicting the remaining amount of bubble bottle gas for a multifunctional water dispenser according to claim 1, characterized in that: In step 1, the single water output and pressure data of the water dispenser are monitored in real time based on sensors, including: Performing a three-dimensional scan on the water dispenser based on a scanning device to obtain a three-dimensional structure of the water dispenser, and determining a water outlet position and a cup carrying position of the water dispenser based on the three-dimensional structure; Determine the first deployment positions of the flow sensor and the gravity sensor based on the water outlet position and the cup position, respectively; determine the water tank position of the water dispenser based on the three-dimensional structure; and determine the second deployment position of the pressure sensor based on the water tank position; Based on the first deployment position and the second deployment position, the flow sensor, the gravity sensor and the pressure sensor are deployed with guidance, and the single water output and pressure data of the water dispenser are monitored in real time based on the deployment guidance results.

3. The method for predicting the remaining amount of bubble bottle gas for a multifunctional water dispenser according to claim 2, characterized in that: Based on the deployment guidance results, the single water output and pressure data of the water dispenser are monitored in real time, including: Obtaining the first single water output volume monitored by the flow sensor and the gravity data monitored by the gravity sensor, and determining the gravity difference of the single water output based on the gravity data; Determine the monitored second single water output based on the gravity difference, and determine a target difference between the first single water output and the second single water output; If the target difference meets the preset threshold, one of the first single water output or the second single water output is used as the final monitored single water output, otherwise, the reserve plan is activated to re-verify the water output; Construct a data recording table, and record the monitored single water output and pressure data in sequence in the data recording table based on the chronological order.

4. The method for predicting the remaining amount of bubble bottle gas for a multifunctional water dispenser according to claim 1, characterized in that: In step 1, the initial gas volume in the bubble bottle is obtained, including: Obtain the device ID of the bubble bottle, and crawl basic specification parameters of the bubble bottle from the network based on the device ID; At the same time, basic parameters of the gas in the bubble bottle are extracted based on the bubble water production standard of the water dispenser, and the initial gas volume in the bubble bottle is determined based on the basic specification parameters of the bubble bottle and the basic parameters of the gas in the bubble bottle.

5. The method for predicting the remaining amount of bubble bottle gas for a multifunctional water dispenser according to claim 1, characterized in that: In step 2, a gas consumption model is constructed based on the sparkling water production standard, and the single water output and pressure data are analyzed based on the gas consumption model to obtain the single gas usage, including: Obtain and analyze the production standards for sparkling water to determine factors affecting gas consumption; Retrieving historical production data based on a preset database, parsing the historical production data based on factors affecting gas consumption, and extracting the corresponding relationship between the gas consumption corresponding to the historical production data and the influencing factors; Based on the value change characteristics of the influencing factors, the historical production data of different sequence values ​​of the same influencing factor are classified, and based on the classification results, a visual curve chart is generated according to the different sequence values ​​of the same influencing factor and the corresponding relationship between gas consumption and the influencing factor; Based on the visualized curve chart, the value change trend of gas consumption as the value of the influencing factor changes is determined, and the proportional relationship between gas consumption and different influencing factors is obtained based on the value change trend; The target proportions of different influencing factors are determined based on the sparkling water production standard, and the proportional relationship between gas consumption and different influencing factors is comprehensively averaged based on the target proportions to obtain a relationship function between gas consumption and the set of influencing factors; Based on the gas consumption analysis requirements, a target basic model is selected from the model framework, and the target basic model is learned and trained based on the relationship function between the gas consumption and the influencing factor set to obtain a gas consumption model; Determine application requirements of the gas consumption model, and determine the deployment environment of the gas consumption model and compatible configuration parameters in the deployment environment based on the application requirements; The gas consumption model is deployed based on the deployment environment and compatible configuration parameters, and the real-time monitored single water output and pressure data are analyzed based on the deployment results to obtain the corresponding single gas usage.

6. A method for predicting the remaining amount of bubble bottle gas for a multifunctional water dispenser according to claim 5, characterized in that: Get the corresponding single gas usage, including: Collecting the single gas usage corresponding to multiple groups of different water outputs in the water dispenser, and receiving user feedback data based on the single gas usage corresponding to the multiple groups of different water outputs; Determine the integration characteristics of the single gas usage corresponding to different water outputs based on the feedback data, and iteratively optimize the relationship function between the gas consumption and the set of influencing factors based on the integration characteristics; Based on the iterative optimization results, the consumption law of gas consumption relative to the set of influencing factors is obtained, and the equipment configuration guidance strategy is generated based on the consumption law; Obtain parameter configurations of different water dispensers, and make personalized adjustments to the device configuration guidance strategy based on the parameter configurations to obtain personalized device configuration guidance strategies corresponding to water dispensers with different parameter configurations; The personalized device configuration guidance strategy is deployed and applied in the main control center of the corresponding water dispenser.

7. The method for predicting the remaining amount of bubble bottle gas for a multifunctional water dispenser according to claim 1, characterized in that: In step 3, the remaining gas volume in the bubble bottle is dynamically updated based on the initial gas volume in the bubble bottle and the single gas usage, including: Obtain the initial gas volume in the bubble bottle, monitor the real-time operating status of the water dispenser, and record the single gas usage of the water dispenser when it is used for the first time based on the monitoring results; An initial gas volume recording node is constructed based on the first-used single gas usage, and a difference operation is performed between the first-used single gas usage and the initial gas volume in the bubble bottle based on the initial gas volume recording node to obtain the current remaining gas volume in the bubble bottle; At the same time, the real-time operating status of the water dispenser is tracked, and based on the tracking results, the gas usage of each time is superimposed and updated according to the initial gas volume recording node; After each superimposed update, the gas remaining in the bubble bottle is cumulatively and dynamically updated based on the current gas remaining in the bubble bottle.

8. The method for predicting the remaining amount of bubble bottle gas for a multifunctional water dispenser according to claim 1, characterized in that: In step 3, the cumulative dynamic update result is displayed on the display panel of the water dispenser, including: Obtaining a cumulative dynamic update result of the remaining gas in the bubble bottle, and displaying the cumulative dynamic update result on a display panel of the water dispenser; comparing the remaining amount of gas in the bubble bottle with a preset threshold value based on the displayed result; If the remaining gas in the bubble bottle is less than the preset threshold, the warning information is superimposed on the display panel of the water dispenser. At the same time, a warning report is generated and transmitted to the user terminal for remote warning notification based on the communication link between the water dispenser and the user terminal.

9. The method for predicting the remaining amount of bubble bottle gas for a multifunctional water dispenser according to claim 8, characterized in that: Get the cumulative dynamic update results of the remaining gas in the bubble bottle, including: Obtain the user's usage data of the water dispenser, and analyze the usage data to obtain the user's water collection behavior characteristics at the water dispenser; Determine the average water intake of the user each time based on the water intake behavior characteristics, and determine the target gas consumption each time based on the average water intake; Based on the cumulative dynamic update result of the remaining gas in the bubble bottle, the target gas consumption for each time is analyzed to obtain the number of times the remaining gas in the current bubble bottle can be used by the user; The number of times available for use by the user is displayed on the display panel of the water dispenser.

10. A bubble bottle gas remaining prediction system for a multifunctional water dispenser, characterized in that: include: The data monitoring module is used to monitor the single water output and pressure data of the water dispenser in real time based on the sensor, and at the same time, obtain the initial gas volume in the bubble bottle; The gas usage determination module is used to build a gas consumption model based on the sparkling water production standard, and analyze the single water output and pressure data based on the gas consumption model to obtain the single gas usage; The gas remaining amount determination and display module is used to dynamically update the gas remaining amount in the bubble bottle based on the initial gas amount in the bubble bottle and the single gas usage, and display the cumulative dynamic update result on the display panel of the water dispenser.

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