Quality Problem Traceability and Defect Analysis for Ready-Mixed Concrete Production: Workflow Orchestration

This category of data originates from engineering orders, sand, gravel, cement admixture inspection records, aggregate moisture content measurement

What this category of data looks like

This category of data originates from engineering orders, sand, gravel, cement admixture inspection records, aggregate moisture content measurement data, mixing station control system logs, and project laboratory archive files. The data update rhythm follows per vehicle production batch, per raw material delivery batch, and daily summary. Daily documents include mix proportion notification, opening identification form, production and transportation order, raw material inspection report, test block molding record, and strength verification report. Data fields include mixing parameters, raw material batch number, test block curing duration, and pouring location identifier. Units include hour, cubic meter, batch number and other identifiers.

The high-frequency per-vehicle update requirement means the workflow must support millisecond-level triggering and parallel processing, to avoid single-node blocking affecting production rhythm. Multi-source heterogeneous data needs format unification within the workflow to adapt to differences in document structures exported by different systems. The daily aggregated batch data requirement means the workflow must support batch node calls, avoiding repeated configuration of single-data processing logic. The lag of test block strength reports requires the workflow to set delayed verification nodes to match the age verification cycle. The binding of raw material batches and production batches requires that variable association fields in the workflow must strictly correspond to raw material numbers and vehicle numbers, to avoid misalignment of traceability links.

How to set the configuration

The following configurations are based on FastGPT v4.17.0.

Configuration ItemRecommended ApproachBasis for This Approach
variablesBind three core identifiers: raw material batch number, vehicle number, and test block numberMatch the update characteristics of per-vehicle and per-raw-material batches in this category, ensuring accurate traceability links
Trigger ConditionTrigger at three nodes: raw material delivery, production completion, and test block submissionMatch the update rhythm of this category by process and batch, avoiding invalid triggers
File Upload Node Size Limit1000 MBAdapt to the conventional file size of single raw material inspection reports and strength verification reports
nodeIdConfigure unique identifiers for the two core nodes of moisture content correction and strength verificationFacilitate node calling and exception location during workflow orchestration
Batch Processing Upper LimitFirst 20 daily production batch dataMatch the daily aggregated batch data processing requirements, avoiding node overload
Timeout Threshold600 secondsMatch the conventional processing duration of single reports in this category

Three Common Errors

  • Phenomenon: Failed to upload the mix proportion notification when calling the API to trigger the workflow, with the prompt Failed to create post presigned url. Cause: Failed to enable permission verification for the file upload node in the workflow configuration, or the storage path was configured incorrectly.
  • Phenomenon: No test block strength verification result is returned after the workflow runs, and the field is empty. Cause: The test block number in variables was not correctly bound to the strength report query node, resulting in failure to match the corresponding data.
  • Phenomenon: Timeout error occurs when batch processing daily production data. Cause: The batch processing upper limit is set too high, exceeding the concurrent processing capacity of workflow nodes.

How to Confirm the Configuration is Correct

  • Navigate to the workflow editing page, and verify that the variables configuration item has been bound to the raw material batch number, vehicle number, and test block number.
  • Simulate uploading a raw material inspection report, and confirm that the file upload node can normally receive and store the file without error prompts.
  • Trigger the workflow run for a single production batch, and review the node log to confirm correct variable transfer and data matching results are displayed.
  • Adjust the batch processing upper limit to 5, run the batch task, and confirm that the node can normally process the specified number of batch data.

The values provided here are common starting points and should be measured against the reader's own samples.