CN-122022428-A - Automatic operation management and control method, equipment, medium and program product

CN122022428ACN 122022428 ACN122022428 ACN 122022428ACN-122022428-A

Abstract

The invention discloses an automatic operation management and control method, equipment, medium and program product, and relates to the technical field of industrial automation. The automatic operation management and control method comprises the steps of generating an initial structured knowledge graph based on a standardized operation program document, a target equipment manual and a target process standard document, updating the initial structured knowledge graph based on a current planning work order to obtain a to-be-mapped knowledge graph, executing flow nodes based on the to-be-mapped knowledge graph and the work order to establish flow knowledge integration data, and generating a target automatic operation decision instruction according to operation state change data and the flow knowledge integration data. The technical scheme of the embodiment of the invention can enable the business execution system to integrate the operation knowledge, realize automatic operation and greatly liberate manpower.

Inventors

YU YOUHUI
HU YU
LI WEIXIONG
GAO WEI
JIANG KAIHUA
CAI LIANG
JIANG PENGCHONG
ZHAO DEHUA

Assignees

湖北中烟工业有限责任公司

Dates

Publication Date: 20260512
Application Date: 20260127

Claims (10)

1. An automated job control method, comprising: Generating an initial structured knowledge graph based on the standardized operation program document, the target equipment manual and the target process standard document; updating the initial structured knowledge graph based on the current planning work order to obtain a knowledge graph to be mapped; Establishing process knowledge integration data based on the knowledge graph to be mapped and the work order execution process nodes; And generating a target automatic operation decision instruction according to the operation state change data and the flow knowledge integration data.
2. The method of claim 1, wherein generating an initial structured knowledge-graph based on a standardized job program document, a target equipment manual, and a target process standard document comprises: Performing entity extraction and entity relation extraction on the standardized operation program document, the target equipment manual and the target process standard document to obtain a target entity and a target entity basic relation; Acquiring state sensitive operation and sequence sensitive operation, and determining the execution attribute of the operation step in the target entity based on the state sensitive operation and the sequence sensitive operation; And determining the initial structured knowledge graph according to the target entity, the target entity basic relationship and the execution attribute of the operation step in the target entity.
3. The method of claim 1, wherein updating the initial structured knowledge-graph based on the current planning worksheet results in a knowledge-graph to be mapped, comprising: Analyzing the current planning work order to obtain a work order production task entity and a work order process standard entity; And updating the initial structured knowledge graph according to the work order production task entity and the work order process standard entity to obtain a knowledge graph to be mapped.
4. The method of claim 1, wherein establishing process knowledge integration data based on the knowledge-graph to be mapped and a work order execution process node comprises: establishing a flow knowledge mapping relation between a target entity in the knowledge graph to be mapped and the work order execution flow node according to the standardized operation program document; and taking the flow knowledge mapping relation as the flow knowledge integration data.
5. The method of claim 1, wherein generating a target automated job decision instruction based on job state change data and the process knowledge integration data comprises: according to the operation state change data and the flow knowledge integration data, searching an operation state decision database to obtain a target automatic operation decision instruction; the target automation operation decision instruction comprises a control equipment reverse control instruction and/or a manual guiding type operation instruction.
6. The method of claim 1, further comprising, after generating the target automated job decision instruction based on job state change data and the process knowledge integration data: collecting the state of work order operation equipment and real-time material process parameters; and performing attribute verification on the work order operation equipment state, the real-time material process parameters and the operation steps based on the knowledge graph to be mapped, and generating abnormal early warning data when verification abnormality exists.
7. The method of claim 1, further comprising, after generating the initial structured knowledge-graph based on the standardized job program document, the target equipment manual, and the target process standard document: Acquiring automatic operation decision data generated by a digital twin model constructed by historical work order execution data; determining optimization process parameters and operation step execution sequence confidence based on the automatic operation decision data; and updating the initial structured knowledge graph according to the optimized technological parameters and the execution sequence confidence of the operation steps.
8. An electronic device, the electronic device comprising: At least one processor, and a memory communicatively coupled to the at least one processor; Wherein the memory stores a computer program executable by the at least one processor to enable the at least one processor to perform the automated job management method of any one of claims 1-7.
9. A computer readable storage medium storing computer instructions for causing a processor to implement the automated job management method of any one of claims 1-7 when executed.
10. A computer program product, characterized in that it comprises a computer program which, when executed by a processor, implements the automated job management method according to any one of claims 1-7.

Description

Automatic operation management and control method, equipment, medium and program product Technical Field The present invention relates to the field of industrial automation technology, and in particular, to an automatic job management and control method, apparatus, medium, and program product. Background The core operation knowledge of the industrial manufacturing site exists in an unstructured static document form, and cannot be deeply fused with a service execution system, so that the core operation knowledge cannot be directly understood and called by the service execution system, the manual transmission and interpretation are relied on, the knowledge utilization rate is low, the experience and consciousness of operators are seriously relied on, and the standardization and consistency of execution are difficult to ensure. Disclosure of Invention The invention provides an automatic operation control method, equipment, medium and program product, which are used for solving the problems that the existing industrial manufacturing process excessively depends on manpower and the operation knowledge cannot be fully applied by a service execution system. According to an aspect of the present invention, there is provided an automated job control method including: Generating an initial structured knowledge graph based on the standardized operation program document, the target equipment manual and the target process standard document; updating the initial structured knowledge graph based on the current planning work order to obtain a knowledge graph to be mapped; establishing process knowledge integration data based on the knowledge graph to be mapped and the work order execution process nodes; and generating a target automatic operation decision instruction according to the operation state change data and the flow knowledge integration data. According to another aspect of the present invention, there is provided an automated job management and control apparatus including: The first knowledge graph generation module is used for generating an initial structured knowledge graph based on the standardized operation program document, the target equipment manual and the target process standard document; the second knowledge graph generation module is used for updating the initial structured knowledge graph based on the current planning work order to obtain a knowledge graph to be mapped; The knowledge integration module is used for establishing flow knowledge integration data based on the knowledge graph to be mapped and the work order execution flow nodes; And the job instruction generation module is used for generating a target automatic job decision instruction according to the job state change data and the flow knowledge integration data. According to another aspect of the present invention, there is provided an electronic apparatus including: And a memory communicatively coupled to the at least one processor; Wherein the memory stores a computer program executable by the at least one processor to enable the at least one processor to perform the automated job management method according to any one of the embodiments of the present invention. According to another aspect of the present invention, there is provided a computer readable storage medium storing computer instructions for causing a processor to execute the method for controlling an automated job according to any one of the embodiments of the present invention. According to another aspect of the present invention, there is provided a computer program product comprising a computer program which, when executed by a processor, implements the automated job management method according to any of the embodiments of the present invention. According to the technical scheme, the initial structured knowledge graph is generated based on the standardized operation program document, the target equipment manual and the target process standard document, so that the initial structured knowledge graph is updated based on the current planning work order to obtain the knowledge graph to be mapped, further, the flow knowledge integration data is established based on the knowledge graph to be mapped and the work order execution flow nodes, and further, the target automatic operation decision instruction is generated according to the operation state change data and the flow knowledge integration data. The method and the system integrate multidimensional core operation knowledge of the service execution system, generate an initial structured knowledge map, and adjust the initial structured knowledge map by the current planning worker to be more suitable for the current operation task, and ensure that the knowledge map is associated with the work order execution flow nodes, so that the accurate fitting execution flow of the target automatic operation decision instruction can be ensured, the whole production process is more standardized, the manual intervention can be greatly reduced d