CN-122018406-A - Tea industry fusion control method and system based on cooperation of two industries and three industries

CN122018406ACN 122018406 ACN122018406 ACN 122018406ACN-122018406-A

Abstract

The invention provides a tea industry fusion control method and system based on cooperation of two industries and three industries, comprising the steps of S1, collecting raw material parameters in an industry link, S2, setting processing parameters in two industry links, including setting corresponding processing parameter intervals according to the raw material parameters, S3, carrying out application and feedback collection on finished tea products processed in the three industry links, S4, analyzing terminal feedback data, including carrying out association analysis on the terminal feedback data and the corresponding processing parameters, establishing a mapping relation between the processing parameters and terminal performances, S5, carrying out cooperation regulation and control on the processing parameters according to the mapping relation, including adjusting the processing parameters of subsequent reprocessing batches, and S6, realizing cooperation control closed loop formation, including forming a continuous operation cooperation control closed loop of two industries and three industries by repeatedly executing steps S1-S5.

Inventors

HONG ZHENGZHONG
TIAN LILI
LUO CONG

Assignees

福建茶邦农业生物科技集团有限公司

Dates

Publication Date: 20260512
Application Date: 20260214

Claims (9)

1. The tea industry fusion control method based on the cooperation of two industries and three industries is characterized by comprising the following steps of: Step S1, in an industrial link, collecting raw material parameters, including collecting basic parameter information of tea raw materials; Step S2, in the two industrial links, setting processing parameters, including setting corresponding processing parameter intervals according to the raw material parameters, and then executing a tea processing program to obtain processed tea finished products; Step S3, in the three industry links, applying and feedback collection are carried out on the processed tea finished product, wherein the step includes applying the processed tea finished product to the terminal of the three industries, and then collecting terminal feedback data from a terminal user; s4, analyzing the terminal feedback data, including performing association analysis on the terminal feedback data and corresponding processing parameters, and establishing a mapping relation between the processing parameters and the terminal performance; s5, carrying out cooperative regulation and control on processing parameters according to the mapping relation, wherein the cooperative regulation and control on the processing parameters of the subsequent reprocessed batch is carried out according to the mapping relation; And S6, forming a cooperative control closed loop, namely forming a continuous operation cooperative control closed loop of the industry, the industry and the industry by repeatedly executing the steps S1 to S5.
2. A tea industry fusion control method based on a two-three industry collaboration according to claim 1, wherein step S1 comprises the following: step S11, collecting basic parameter information of tea raw materials, including collecting raw material variety information of the tea raw materials, collecting picking grades of the tea raw materials and collecting raw material state indexes of the tea raw materials; step S12, establishing a standardized raw material characteristic vector R according to basic parameter information of the collected tea raw materials; wherein R is represented by: ; Wherein, the Representing the basic parameters of the nth tea raw material; Wherein, the dimension normalization is completed for each tea raw material basic parameter.
3. A tea industry fusion control method based on a two-three industry collaboration according to claim 2, wherein step S2 comprises the following: Step S21, in two industrial links, setting processing parameters, wherein the processing parameters comprise a processing temperature range, Processing a humidity interval, a processing time interval and a staged water loss control parameter; Step S22, establishing a parameter model function P 0 , which comprises the following steps: ; Wherein W is a weight matrix and b is a bias parameter.
4. A tea industry fusion control method based on a two-three industry collaboration according to claim 3, wherein step S3 comprises the following steps: step S31, collecting terminal feedback data from a terminal user, wherein the terminal feedback data comprise sensory evaluation results, production stability indexes and user preference data; Step S32, establishing a comprehensive scoring function Q i , which comprises the following steps: ; Wherein A i represents a sensory evaluation result, S i represents a product stability index, and C i represents user preference data; Wherein α+β+γ=1 is an adjustment coefficient; α+β+γ=1; step S33, stability fluctuation calculation is carried out, wherein the stability fluctuation calculation comprises the steps of solving the average value and the variance: ; ; where σ Q denotes the arithmetic variance.
5. A tea industry fusion control method based on a two-three industry collaboration according to claim 4, wherein step S4 comprises the following steps: Step S41, establishing a mapping relation between processing parameters and terminal performances, including establishing a mapping function and an error function; Step S411, establishing a mapping function includes: ; wherein Q pred represents a mapping function; step S412, establishing an error function includes: ; Where E represents the error function.
6. A tea industry fusion control method based on a two-three industry collaboration according to claim 5, wherein step S5 comprises the following: Step S51, cooperative regulation and control of processing parameters comprises establishment of parameter updating rules, wherein the parameter updating rules comprise the following contents: ; Wherein, the Representing new processing parameters; representing the process parameters that are not updated, η represents the empirical parameters.
7. A tea industry fusion control method based on a two-three industry collaboration according to claim 6, wherein step S6 includes the following: Step S61, setting a threshold delta to control closed loop formation, wherein when the arithmetic variance satisfies sigma Q ≤ delta, the closed loop convergence is considered to be satisfied.
8. A tea industry fusion control system based on a two-three industry cooperation, comprising an electronic device, wherein the electronic device comprises a memory, a processor and a computer program stored in the memory and capable of running on the processor, and the tea industry fusion control method based on the two-three industry cooperation is realized when the processor executes the computer program.
9. A tea industry fusion control system based on a two-three industry collaboration, comprising a computer readable storage medium storing a computer program, wherein the computer program when executed by a processor implements a tea industry fusion control method based on a two-three industry collaboration as defined in any one of claims 1 to 7.

Description

Tea industry fusion control method and system based on cooperation of two industries and three industries Technical Field The invention provides a tea industry fusion control method and system based on cooperation of two industries and three industries, and relates to the technical field of tea industry. Background In the tea industry, the prior art generally includes: In the related technology of one-product, the method comprises tea tree variety selection, fresh leaf picking standard and raw material classification treatment. In the related technology of second-generation, the method comprises the steps of tea processing process flow, setting of processing parameters (temperature, humidity, time and the like) and corresponding processing methods of different teas. In the related technology of third-generation, the method comprises the steps of product output mode and sensory evaluation or consumer feedback collection of tea in a store, terminal equipment or consumption scene. The technology is mature in each industry link, but is mostly independently implemented in a single link. In the prior art, an independent tea processing control scheme exists, wherein in the scheme, only raw materials are provided on one production side, processing parameters are set on the two production sides according to experience or fixed standards, and finished products are sold or produced on the three production sides. Even if there is a terminal feedback, it is often used for post-evaluation and is not directly reverse-acting to process parameter settings. In the prior art, there is a second prior art scheme, in which a processing optimization scheme based on empirical adjustment is adopted, and some prior art attempts to adjust a processing technology according to market feedback, but its implementation is generally as follows: manually summarizing experience, unstructured adjustment parameters, and lack of systematic mapping relation in the adjustment process. Such schemes still rely on personal experience and it is difficult to create reproducible technical paths. In summary, the drawbacks of the prior art include: Industrial link splitting comprises data communication of a first production, a second production and a third production, wherein the technical level is lacking, and the parameters of each link cannot be cooperatively regulated. The processing parameter regulation and control lag comprises that the terminal feedback cannot be applied to the processing parameter in real time or in a structured way, and the parameter adjustment has randomness. The batch stability is insufficient, quality fluctuation among different processing batches is obvious, and a continuous optimization mechanism is lacked. The technical proposal is not reproducible, comprises relying on manual experience, and is difficult to form a standardized technical method. ‌ A Disclosure of Invention In view of the above, in order to make up the blank and the deficiency of the prior art, the invention provides a tea industry fusion control method and system based on the cooperation of two industries and three industries, so that the first production, the second production and the third production of the tea industry form a reproducible cooperative control relationship, thereby improving the stability and consistency of product output. The invention provides a tea industry fusion control method and system based on cooperation of two industries and three industries, comprising the following contents: the invention provides a tea industry fusion control method based on cooperation of two industries and three industries, which is characterized by comprising the following steps: Step S1, in an industrial link, collecting raw material parameters, including collecting basic parameter information of tea raw materials; Step S2, in the two industrial links, setting processing parameters, including setting corresponding processing parameter intervals according to the raw material parameters, and then executing a tea processing program to obtain processed tea finished products; Step S3, in the three industry links, applying and feedback collection are carried out on the processed tea finished product, wherein the step includes applying the processed tea finished product to the terminal of the three industries, and then collecting terminal feedback data from a terminal user; s4, analyzing the terminal feedback data, including performing association analysis on the terminal feedback data and corresponding processing parameters, and establishing a mapping relation between the processing parameters and the terminal performance; s5, carrying out cooperative regulation and control on processing parameters according to the mapping relation, wherein the cooperative regulation and control on the processing parameters of the subsequent reprocessed batch is carried out according to the mapping relation; And S6, forming a cooperative control closed loop, namely forming a co