CN-119993331-B - Industrial Internet data processing method and system based on cloud computing

CN119993331BCN 119993331 BCN119993331 BCN 119993331BCN-119993331-B

Abstract

The invention discloses an industrial Internet data processing method and system based on cloud computing, which relate to the technical field of data processing and comprise a data receiving module, a data processing module and a remote computing module, wherein the data receiving module is used for receiving the PH value and the volume of yoghourt in a fermentation tank by utilizing various sensors and inputting operation parameters between the PH value and the volume of the yoghourt and the addition amount of lactobacillus and baking soda, the data processing module is used for computing the addition amount of the lactobacillus and the baking soda by utilizing an operation processing chip and analyzing the PH value and the volume change speed to determine a specific method for processing the addition amount computing work of other edge nodes, the remote computing module is used for uniformly computing the addition amounts of the lactobacillus and the baking soda of a plurality of fermentation tanks with consistent PH values by utilizing a remote server, and the data receiving module comprises the PH sensor and a volume meter.

Inventors

Cheng Qingkui
TAN CONG
LIU XIAODAN

Assignees

湖北省信产通信服务有限公司

Dates

Publication Date: 20260508
Application Date: 20241213

Claims (8)

1. The industrial Internet data processing method based on cloud computing is characterized by comprising the following steps of: S1, an operator inputs operation parameters between the pH value and the volume of the yoghourt and the addition amount of the lactobacillus and the baking soda through a parameter input module, after the yoghourt is introduced into each fermentation tank, the pH value of the yoghourt in the fermentation tank is monitored in real time by utilizing a pH sensor, and the volume of the yoghourt in the fermentation tank is measured by utilizing a volume meter; S2, recording the time of a detection result, calculating the change speed of the pH value and the volume, if the change speed is not fast, taking over the calculation of the addition amount of the lactic acid bacteria and the sodium bicarbonate of other edge nodes by an operation processing chip of the current edge node, and if the change speed is fast, only processing the calculation of the addition amount of the current edge node; S3, detecting whether pH values in the fermentation tanks are consistent, sending pH value and volume information to a remote server after the pH values are detected to be consistent, calculating the addition amount of the lactic acid bacteria and the sodium bicarbonate on the remote server, expressing the relationship between the volumes and the addition amount of the lactic acid bacteria and the sodium bicarbonate by using a code, and obtaining the addition amount of the lactic acid bacteria and the sodium bicarbonate corresponding to each volume in batches; S4, sequencing the fermentation tanks with high pH value and volume change speed, distributing calculation work of the addition amount of the lactic acid bacteria and the sodium bicarbonate, and distributing additional operation times to the fermentation tanks with consistent pH values.
2. The cloud computing-based industrial Internet data processing method as defined in claim 1, wherein in S1, the operation parameters of the pH value and the volume of the yogurt and the addition amount of lactic acid bacteria and baking soda are specifically S1-1, and the normal pH value in the fermentation process of the yogurt is preset to be The pH value actually measured in a certain fermentation tank is as follows When (when) In this case, it is necessary to add a lactic acid bacteria-containing solution to yogurt to lower the pH The volume of the yoghurt measured by the volume meter is The volume of the lactic acid bacteria-containing solution to be added is The lactobacillus content of the lactobacillus-containing solution is The concentration of hydrogen ions is Wherein The conversion coefficient of the lactobacillus content and the hydrogen ion concentration is known according to the PH formula: When (1) When the pH is raised by adding a baking soda-containing solution to the yogurt The volume of the sodium bicarbonate-containing solution to be added is The baking soda content of the baking soda-containing solution is Hydroxyl radical particle concentration of Wherein Conversion coefficient of sodium bicarbonate content and hydroxyl ion Obtaining And I.e. the lactic acid bacteria and baking soda addition.
3. The method for processing industrial Internet data based on cloud computing as defined in claim 2, wherein in S2, the specific method for calculating the change speed of the pH value and the volume is as follows: Make the measurement error of PH value be The critical change value triggering the PH value adjustment is The measurement period is When actually measured passing Over time pH change In the time-course of which the first and second contact surfaces, Namely the change speed of PH value, the volume measurement error of the yoghourt is as follows When actually measured passing Is more than the volume change after the time In the time-course of which the first and second contact surfaces, I.e. the rate of change of volume.
4. The method for processing industrial Internet data based on cloud computing as recited in claim 3, wherein in S2, the addition amount of lactobacillus and sodium bicarbonate is calculated once every time the pH value and volume are changed, and when the change speed of the pH value occurs Greater than the critical change speed of PH value And the rate of volume change Greater than the critical change rate of volume When the edge node is located, the operation processing chip only processes the calculation of the addition amount of the edge node, and distributes the extra operation times brought by the excess part to other operation processing chips capable of taking over the calculation of the addition amount, wherein the distributed extra operation times are as follows And When (when) And is also provided with When the computing processing chip of the current edge node can take over the computing work of the addition amount of the lactobacillus and the baking soda of other edge nodes, the additional computing times of taking over are as follows Wherein For the conversion factor of the change speed and the dispensing amount, The conversion coefficient of the change speed and the receiving amount.
5. The method for processing industrial Internet data based on cloud computing as recited in claim 4, wherein in S3, the volumes of yoghurt in the fermentation tanks with the same pH values are respectively Wherein For the number of fermentors, the relation between the volume and the addition amount of lactic acid bacteria and baking soda was expressed by using a algebraic formula, specifically calculated according to the formula in S1-1 And Is defined by the specific dimensions of the (c) in the drawing, and substituted into each different Obtaining the mixture in batch in each fermentation tank And Is a specific size of (c).
6. The method for industrial Internet data processing based on cloud computing as defined in claim 5, wherein in S4, the specific method for distributing the additional operation times to the fermentation tanks with consistent pH values is to count the change speed of the pH values of the fermentation tanks Respectively is And rate of volume change Respectively is And will Sequencing the products of the fermentation tanks, and counting the number of the fermentation tanks with the same current pH value And distributing the lactobacillus and baking soda addition amount calculation work of the fermentation tank with the highest rank to an operation processing chip where the fermentation tank with the same pH value is located.
7. An industrial internet data processing system based on cloud computing, which is used for realizing the industrial internet data processing method based on cloud computing according to any one of claims 1-6, and is characterized by comprising a data receiving module, a data processing module and a remote computing module, wherein the data receiving module is used for receiving the PH value and the volume of yoghourt in a fermentation tank by utilizing various sensors and inputting operation parameters between the PH value and the volume of the yoghourt and the addition amount of lactobacillus and sodium bicarbonate, the data processing module is used for calculating the addition amount of lactobacillus and sodium bicarbonate by utilizing an operation processing chip and analyzing the PH value and the volume change speed to determine a specific method for processing the addition amount calculation work of other edge nodes, and the remote computing module is used for uniformly calculating the addition amounts of lactobacillus and sodium bicarbonate of a plurality of fermentation tanks with consistent PH values by utilizing a remote server.
8. The cloud computing based industrial Internet data processing system as defined in claim 7, wherein the data receiving module comprises a PH sensor, a volume meter and a parameter input module, the PH sensor is used for detecting the PH value of milk in the fermentation tank, the volume meter is used for measuring the volume of yoghurt in the fermentation tank, and the parameter input module is used for inputting operation parameters between the PH value and the volume of yoghurt and the addition amount of lactic acid bacteria and baking soda; The data processing module comprises a timing module, a change speed statistics module, an operation processing chip, a wireless receiving and transmitting module and an allocation determination module, wherein the timing module is electrically connected with the change speed statistics module, the operation processing chip is electrically connected with the wireless receiving and transmitting module, the change speed statistics module is electrically connected with the allocation determination module, the timing module is used for counting time and calculating PH value and volume, the change speed statistics module is used for calculating the change speed of PH value and volume of the yoghourt, the operation processing chip is used for calculating the addition amount of lactobacillus and baking soda according to the PH value and volume of the yoghourt, the wireless receiving and transmitting module is used for transmitting detection data and operation result data in a wireless receiving and transmitting mode, and the allocation determination module is used for allocating the calculation work of the addition amount of the lactobacillus and the baking soda; The remote computing module comprises a consistency judging module, a remote server, a unified computing module and a sequencing module, wherein the consistency judging module is electrically connected with the data receiving module, the remote server is electrically connected with the unified computing module, the sequencing module is electrically connected with the change speed counting module, the consistency judging module is used for detecting the consistency of PH values of the acidophilus milk in the fermentation tanks, the remote server is used for receiving and processing the PH value data and the volume data which are uniformly transmitted, the unified computing module is used for expressing the adding amount of the lactic acid bacteria and the sodium bicarbonate by using a volumetric algebraic expression, and solving the adding amount of the lactic acid bacteria and the sodium bicarbonate corresponding to each volume in batches, and the sequencing module is used for sequencing the PH values and the volume change speeds of the fermentation tanks so as to distribute the calculation of the adding amount of the lactic acid bacteria and the sodium bicarbonate.

Description

Industrial Internet data processing method and system based on cloud computing Technical Field The invention relates to the technical field of data processing, in particular to an industrial Internet data processing method and system based on cloud computing. Background Edge computing is a computational model that aims to move data processing and storage from a centralized cloud computing to edge nodes closer to the data source. In the industrial internet, edge computing refers to data processing at a factory floor, facility, sensor, or other location near a production site, rather than sending all data to a remote server or cloud for processing. In making yogurt and cheese, the change in pH is a key factor in determining the flavor and texture of the final product. The pH during fermentation should be controlled within a specific range to ensure the desired acidity. Through pH value and the volume of the acidophilus milk in the fermentation cylinder, adjust the addition of lactobacillus and baking soda of interpolation, in order to guarantee the instantaneity of interpolation among the prior art, generally place calculation process in the edge node, when pH value and volume change are too fast, can cause the very big burden of edge node, lead to calculating instantaneity to reduce, the prior art generally adopts better arithmetic processing chip, has improved the cost of edge calculation. Therefore, it is necessary to design a cloud computing-based industrial internet data processing method and system that combines cost and computing speed. Disclosure of Invention The invention aims to provide an industrial Internet data processing method and system based on cloud computing, so as to solve the problems in the background technology. In order to solve the technical problems, the technical scheme includes that the industrial Internet data processing method and system based on cloud computing comprise a data receiving module, a data processing module and a remote computing module, wherein the data receiving module is used for receiving the PH value and the volume of yoghourt in a fermentation tank by utilizing each sensor and inputting operation parameters among the PH value and the volume of the yoghourt and the addition amount of lactobacillus and baking soda, the data processing module is used for computing the addition amount of the lactobacillus and the baking soda by utilizing an operation processing chip and analyzing the PH value and the volume change speed to determine a specific method for processing the addition amount computing work of other edge nodes, and the remote computing module is used for uniformly computing the addition amounts of the lactobacillus and the baking soda of a plurality of fermentation tanks with consistent PH values by utilizing a remote server. According to the technical scheme, the data receiving module comprises a PH sensor, a volume meter and a parameter input module, wherein the PH sensor and the volume meter are electrically connected with the data receiving module, the PH sensor is used for detecting the PH value of milk in the fermentation tank, the volume meter is used for measuring the volume of yoghurt in the fermentation tank, and the parameter input module is used for inputting the PH value and the volume of yoghurt and the operation parameters between the adding amount of lactobacillus and baking soda; The data processing module comprises a timing module, a change speed statistics module, an operation processing chip, a wireless receiving and transmitting module and an allocation determination module, wherein the timing module is electrically connected with the change speed statistics module, the operation processing chip is electrically connected with the wireless receiving and transmitting module, the change speed statistics module is electrically connected with the allocation determination module, the timing module is used for counting time and calculating PH value and volume, the change speed statistics module is used for calculating the change speed of PH value and volume of the yoghourt, the operation processing chip is used for calculating the addition amount of lactobacillus and baking soda according to the PH value and volume of the yoghourt, the wireless receiving and transmitting module is used for transmitting detection data and operation result data in a wireless receiving and transmitting mode, and the allocation determination module is used for allocating the calculation work of the addition amount of the lactobacillus and the baking soda; The remote computing module comprises a consistency judging module, a remote server, a unified computing module and a sequencing module, wherein the consistency judging module is electrically connected with the data receiving module, the remote server is electrically connected with the unified computing module, the sequencing module is electrically connected with the change speed counting module, the consistency