CN-121998669-A - Raw material traceability management system for mixed fermentation of tremella polysaccharide and tea extract

CN121998669ACN 121998669 ACN121998669 ACN 121998669ACN-121998669-A

Abstract

The invention discloses a raw material traceability management system for mixed fermentation of tremella polysaccharide and tea extract, which particularly relates to the technical field of raw material traceability management, and comprises the steps of acquiring raw material unit data, process unit data and result unit data, and executing corresponding association and time sequencing on tremella polysaccharide raw material batches, tea extract raw material batches, mixed fermentation process nodes and finished product batches according to unit numbers and occurrence moments in the data, and outputting a traceability unit set; by constructing the raw material batch, the process node and the finished product batch as the knowledge graph nodes and forming a continuous traceability chain along the source number, the receiving number and the occurrence time, the abnormal result can be corresponding to the actual source combination and the transmission position, thereby relatively improving the problem that the responsibility boundary is difficult to converge under the multi-batch cross circulation and abnormal delay display conditions.

Inventors

HUANG XIAOYUN
YU CHENGRAN
Gao Kongwen
XIE ZHIXIANG
YU SONGJIE
XU XIAOCHUN
HUANG XIUSHENG
ZHOU LIUTING

Assignees

福建省农业科学院资源环境与土壤肥料研究所
福建省丰满仓农业股份有限公司
福建省丰满仓茶业开发有限公司

Dates

Publication Date: 20260508
Application Date: 20260410

Claims (10)

1. A raw material traceability management system for mixed fermentation of tremella polysaccharide and tea extract is characterized by comprising the following components: The data sorting module is used for obtaining raw material unit data, process unit data and result unit data, carrying out corresponding association and time sequencing on tremella polysaccharide raw material batches, tea extract raw material batches, mixed fermentation process nodes and finished product batches according to unit numbers and occurrence moments in the data, and outputting a tracing unit set; The atlas construction module is used for establishing raw material batches, process nodes and finished product batches as knowledge atlas nodes based on the traceability unit set, establishing knowledge atlas edges according to the corresponding relation of raw material entering process, process transmission process and process forming finished product, and outputting traceability knowledge atlas; The path tracing module is used for searching reversely step by step along the side of the knowledge graph by taking the finished product batch as a starting point based on the tracing knowledge graph, arranging raw material batches and process nodes communicated with the finished product batch according to the occurrence time sequence to obtain a source combination path corresponding to the finished product batch, and outputting a source combination path set; The boundary judging module is used for carrying out item-by-item comparison on the occurrence time and the receiving number of the front and rear adjacent nodes in each source combination path based on the source combination path set, reserving the source combination paths which are sequentially progressive at the occurrence time and correspond to the receiving number before and after the receiving number, intercepting the reserved source combination paths to the first abnormal result of the corresponding finished product batch, and outputting abnormal source combination and influence boundary; And the result management and control module extracts corresponding raw material batches, process nodes and finished product batches according to the abnormal source combination and the influence boundary, generates frozen objects, review objects and recall objects, and outputs raw material traceability management results.
2. The raw material traceability management system for mixed fermentation of tremella polysaccharide and tea extract according to claim 1, which is characterized in that: the data normalization module includes: Raw material unit data, process unit data and result unit data are obtained, unit numbers, source numbers, receiving numbers and occurrence moments are extracted from the data, tremella polysaccharide raw material units, tea extract raw material units, process units and result units are respectively generated according to the unit numbers, and a unit detail set is output; Based on the unit detail set, sequentially reading the source number and the occurrence time of each process unit, comparing the source number with the receiving numbers of each tremella polysaccharide raw material unit, each tea extract raw material unit and the preceding process unit item by item, connecting the tremella polysaccharide raw material units, the tea extract raw material units and the preceding process units which are identical in comparison and have the occurrence time earlier than the occurrence time of the process unit to the process unit, and outputting a unit connection set; Based on the unit connection set, the source number and the occurrence time of each result unit are sequentially read, the source number and the receiving number of each process unit are compared item by item, the process units which are identical in comparison and have the occurrence time earlier than the occurrence time of the result unit are connected to the result unit, and then sorting is performed from early to late according to the occurrence time of each connected unit, so that a tracing unit set is output.
3. The raw material traceability management system for mixed fermentation of tremella polysaccharide and tea extract according to claim 2, which is characterized in that: The map construction module comprises: Acquiring a tracing unit set, respectively reading unit numbers, source numbers, receiving numbers and occurrence moments of each raw material batch, each process node and each finished product batch, establishing raw material nodes, process nodes and finished product nodes by taking the unit numbers of each raw material batch, each process node and each finished product batch as node identifiers, and outputting a map node set; Based on the atlas node set, sequentially reading the source number and the receiving number of each process node, comparing the source number of each process node with the receiving number of each raw material node item by item, connecting the raw material nodes with the same comparison to the corresponding process nodes, comparing the source number of each process node with the receiving number of the preceding process node item by item, connecting the preceding process nodes with the same comparison to the corresponding process nodes, and outputting a process association edge set; And based on the process association edge set, sequentially reading the source numbers of all the finished product nodes, comparing the source numbers of all the finished product nodes with the receiving numbers of all the process nodes item by item, connecting the process nodes with the same comparison to the corresponding finished product nodes, merging the atlas node set, the process association edge set and the connection relation between the process nodes and the finished product nodes, and outputting the traceability knowledge atlas.
4. The raw material traceability management system for mixed fermentation of tremella polysaccharide and tea extract according to claim 3, wherein the raw material traceability management system is characterized in that: the path tracing module comprises: Acquiring a tracing knowledge graph, reading the node numbers of all finished nodes, generating reverse search sequences one by taking the node numbers of all finished nodes as search starting points, and outputting a starting point sequence set; Based on the starting point sequence set, step-by-step reading the process nodes and the raw material nodes which are directly connected with the current node along the entering edges of the finished product nodes, sequentially adding the read process nodes and raw material nodes to the tail parts of the corresponding reverse retrieval sequences, continuously executing the same reading on the added process nodes along the entering edges until new nodes are not appeared in the added nodes, and outputting the connected node sequence set.
5. The raw material traceability management system for mixed fermentation of tremella polysaccharide and tea extract according to claim 4, wherein the raw material traceability management system is characterized in that: the path tracing module further comprises: Based on the connected node sequence set, extracting occurrence time of each process node and each raw material node in each connected node sequence respectively, rearranging each process node and each raw material node according to the occurrence time from the early to the late, and outputting a sequencing node sequence set; And connecting all raw material nodes and all process nodes corresponding to the same finished product node end to end according to the arrangement sequence based on the ordered node sequence set, generating a source combination path corresponding to the finished product node, summarizing the source combination paths corresponding to the finished product nodes, and outputting a source combination path set.
6. The raw material traceability management system for mixed fermentation of tremella polysaccharide and tea extract according to claim 5, wherein the raw material traceability management system is characterized in that: The boundary determination module includes: acquiring a source combination path set and a detection record, sequentially extracting node numbers, source numbers, receiving numbers, occurrence time and container numbers of all nodes in each source combination path, generating path node pairs according to the sequence of a previous node and a next node in the same path, and outputting a path node pair set; Based on the path node pair sets, sequentially reading the carrying number and the occurrence time of a previous node and the source number and the occurrence time of a next node in each path node pair, comparing the source number of the next node with the carrying number of the previous node item by item, comparing the occurrence time of the next node with the occurrence time of the previous node item by item, writing the path node pair with the same number and the occurrence time of the next node later than the occurrence time of the previous node into a first pass mark, writing the rest path node pairs into a first blocking mark, and outputting a first comparison result set.
7. The raw material traceability management system for mixed fermentation of tremella polysaccharide and tea extract as claimed in claim 6, wherein the raw material traceability management system is characterized in that: the boundary determination module further includes: Based on a first comparison result set, respectively compiling and writing a path node pair of a first passing mark according to each source combination path, sequentially reading the node number of the same node, the carrying number of the previous node, the source number and carrying number of the same node and the source number of the next node in two path node pairs, executing the same comparison on the node numbers of the same node in the two path node pairs, executing the same comparison on the carrying number of the previous node and the source number of the same node, executing the same comparison on the carrying number of the same node and the source number of the next node, writing a through mark on the source combination path with the same three comparison items, writing a rollback mark on the source combination path with any different comparison, and outputting a path through result set; Based on the path through result set, sequentially reading the container numbers of all nodes in all source combination paths written with the through marks, comparing the container numbers of the previous node with the container numbers of the next node item by item, writing the through marks of the path node pairs with the same container numbers, reading the transfer container numbers and the transfer container numbers in transfer records for the path node pairs with different container numbers, comparing the container numbers of the previous node with the transfer container numbers item by item, comparing the container numbers of the next node with the transfer container numbers item by item, writing the through marks of the container pairs with the path node pairs with the same comparison items, writing the blocking marks of the container pairs with the rest path node pairs, and outputting a container comparison result set.
8. The raw material traceability management system for mixed fermentation of tremella polysaccharide and tea extract according to claim 7, which is characterized in that: the boundary determination module further includes: Based on the container comparison result set, respectively reading source combination paths of the through marks of the writing containers according to each finished product batch, arranging detection records corresponding to the finished product batch from early to late according to occurrence time, reading detection results in each detection record one by one, determining the occurrence time of the detection record with the first detection result being abnormal as an abnormal intercept point, deleting nodes in each source combination path with occurrence time later than the abnormal intercept point and subsequent path nodes, and outputting a candidate abnormal path set; Based on the candidate abnormal path set, collecting the deleted source combination paths, extracting tremella polysaccharide raw material batches, tea extract raw material batches and process nodes in the source combination paths to form abnormal source combinations, taking the receiving number, container number and finished product batch number combination of the process node with the latest occurrence time in the abnormal source combinations as an influence boundary, and outputting the abnormal source combinations and the influence boundary.
9. The raw material traceability management system for mixed fermentation of tremella polysaccharide and tea extract according to claim 8, which is characterized in that: the result management and control module comprises: Obtaining abnormal source combinations and influence boundaries, respectively extracting tremella polysaccharide raw material batches, tea extract raw material batches, process nodes and finished product batches according to the abnormal source combinations, correspondingly writing the raw material batches, the process nodes and the finished product batches in the abnormal source combinations into an object list according to the combination attribution relation, and outputting a control object set; Based on the management and control object set, sequentially reading the occurrence times of raw material batches in different source combinations, the communication times between each process node and each finished product batch and the corresponding times between each finished product batch and each influence boundary, writing the raw material batch with the occurrence times being more than once and the process node with the communication times being more than once into a frozen object, writing the raw material batch and the process node with the corresponding times being equal to one into a rechecking object, and outputting the process management and control set.
10. The raw material traceability management system for mixed fermentation of tremella polysaccharide and tea extract according to claim 9, which is characterized in that: the result management and control module further comprises: Based on the process control set, sequentially reading the batch numbers of all finished batches and the carrying numbers in the corresponding influence boundaries, merging the finished batches with the same batch numbers and carrying numbers within the same influence boundaries into recall units, writing the recall units communicated with the frozen object or the review object into the recall object, and outputting a result control set; Based on the process control set and the result control set, summarizing frozen objects, rechecked objects and recall objects, writing raw material batch numbers and process node numbers corresponding to the frozen objects, raw material batch numbers and process node numbers corresponding to the rechecked objects, finished product batch numbers and influence boundaries corresponding to the recall objects into raw material traceability management results, and outputting the raw material traceability management results.

Description

Raw material traceability management system for mixed fermentation of tremella polysaccharide and tea extract Technical Field The invention relates to the technical field of raw material traceability management, in particular to a raw material traceability management system for mixed fermentation of tremella polysaccharide and tea extract. Background In the process of raw material traceability management of tremella polysaccharide and tea extract mixed fermentation products, the main concern in the prior art is how to locate the related raw material sources and define the disposal scope as soon as possible when stability abnormality, flavor deviation or function index fluctuation occurs in finished batches, and in practical application, the corresponding relations among purchasing receipts, arrival inspection records, storage batch records, material receiving and feeding records and production batch numbers are mostly relied on, and the related raw materials and downstream batches are directly processed in a mode of expanding freezing, supplementing re-inspection and manual inspection after suspicious conditions occur according to the step-up check of the finished batches; taking a production scene of fermented beverage or composite fermented food as an example, tremella polysaccharide and tea extract are often respectively from different suppliers and enter the same production chain for many times in the pretreatment, temporary storage, material supplementing, continuous casting, can changing or on-line switching processes, and enterprises generally face the practical conditions that continuous supply cannot stop line for a long time, the reinspection capability is limited, incoming material batches are parallelly circulated and the requirement for disposal aging is high; Under the condition, the traditional processing mode is easy to generate the phenomenon that the raw materials of the same source are not obviously abnormal in a plurality of finished product batches, but are intensively exposed in the subsequent batches, a plurality of surface related batches can be often marked in the tracing process, but the actual influence is difficult to be further distinguished in which group of source combination and which section of feeding or stay process is formed, and as a result, the investigation range is repeatedly expanded, the freezing objects are continuously increased, and the investigation cannot be converged to a clear and minimum responsibility boundary after the rechecking, and the phenomenon is that the existing method is more based on the static batch corresponding relation for registering and rechecking, and lacks a management means for integrally describing and distinguishing the combination relation, the transfer relation and the abnormal formation condition of the raw materials of multiple sources in the mixed fermentation process; The application aims to solve the technical problem of providing a mixed fermentation raw material traceability management system of tremella polysaccharide and tea extract, which introduces a knowledge graph, so that the mixed fermentation raw material traceability management system can accurately identify the actual source combination corresponding to an abnormal result under the conditions of multi-batch cross circulation, multi-time feeding and continuous feeding and abnormal delay appearance, and determine the real influence range according to the actual source combination. Disclosure of Invention In order to overcome the defects in the prior art, the embodiment of the invention provides a raw material traceability management system for mixed fermentation of tremella polysaccharide and tea extract, which is used for solving the problems in the background art by constructing raw material batches, process nodes and finished product batches into a knowledge graph and carrying out reverse traceability, continuous check and anomaly interception on a source combination path by combining source numbers, receiving numbers, occurrence moments, container receiving relations and detection results. In order to achieve the purpose, the invention provides the following technical scheme that the raw material traceability management system for mixed fermentation of tremella polysaccharide and tea extract comprises: The data sorting module is used for obtaining raw material unit data, process unit data and result unit data, carrying out corresponding association and time sequencing on tremella polysaccharide raw material batches, tea extract raw material batches, mixed fermentation process nodes and finished product batches according to unit numbers and occurrence moments in the data, and outputting a tracing unit set; The atlas construction module is used for establishing raw material batches, process nodes and finished product batches as knowledge atlas nodes based on the traceability unit set, establishing knowledge atlas edges according to the corresponding relation of raw