What the data for this category looks like
Data for power industry intelligent due diligence reports comes primarily from grid dispatch SCADA systems, power generation side operation logs, electricity trading platforms, and public documents from local energy regulatory authorities. Data update rhythms vary: generator set operating parameters update at the second level, transmission line load data updates at the minute level, and annual compliance inspection documents update quarterly. Document structures include modules such as core generator parameters, line topology information, transaction settlement details, and compliance verification records. Fields use clear industry units: active power uses MW, voltage level uses kV. Some compliance fields must match the standard number format of regulatory authorities.
What constraints do these characteristics impose on workflow orchestration
Multi-source heterogeneous data and differentiated update rhythms in the power industry require workflows to support parallel pulling of different data sources across multiple nodes. This avoids excessive overall time caused by serial calls. Update frequencies for different data must match the trigger logic of corresponding nodes. For example, second-level operating parameters require real-time trigger nodes, while quarterly compliance files require scheduled trigger nodes. Industry-specific units and compliance field formats require standardized verification steps in the workflow. These steps pre-validate extracted field units and regulatory number formats, preventing invalid data from entering subsequent report generation links. Additionally, the large volume of topology and transaction data involved in power due diligence reports requires pagination pulling parameters to prevent single requests from exceeding interface limits.
How to configure the settings
| Configuration Item | Recommended Setting | Rationale |
|---|---|---|
workflow_parallel_limit | 4 parallel nodes | Adapt to the concurrency requirements of pulling multi-source power data, avoid exceeding the concurrency limits of most power interfaces |
http_request_timeout | 60 seconds | Match the conventional response delay of power SCADA systems and trading platforms, reserve reasonable buffer space |
field_validation_enable | Enabled | Verify the unit format and regulatory number rules of power data fields, filter invalid inputs |
workflow_node_timeout | 120 seconds | Cover the time requirements of large-scale topology data parsing and batch compliance file verification |
pagination_enable | Enabled | Support paginated pulling of large-volume power transaction data, prevent single requests from exceeding interface capacity |
global_var_default_value | Preset according to business scenarios | Configure initial values for global variables to avoid process interruptions caused by failed variable updates |
The parameter values provided on this page are common recommendations used as a starting point for configuration. Actual values are affected by material form, data volume and business rules. Specific issues require case-by-case analysis, and it is recommended to test on your own samples before finalizing.
Three common configuration errors
- Phenomenon: A workflow returns a 429 Too Many Requests status code when calling a power interface, and the process terminates directly. Cause: No parallel node limit is configured, and multiple concurrent requests exceed the concurrency threshold of the power interface.
- Phenomenon: After configuring initial values for global variables, the variables do not take effect during process runtime, and the corresponding fields are empty. Cause: The initial values of global variables are not bound to the process entry node, and the pre-assignment trigger of the variable update logic is missing.
- Phenomenon: After branching by problem category, all branches need to call HTTP requests, and HTTP nodes are configured twice repeatedly, increasing process execution time. Cause: HTTP request nodes are not placed in the public path before branches, and public call logic is not reused.
How to confirm the configuration is correct
- Run a test process, check the concurrent request logs of parallel nodes to confirm that interface concurrency limits are not triggered.
- Manually modify the initial values of global variables, run the process, and verify whether the variables are updated as expected and passed to subsequent nodes.
- Input power data with incorrect units, check whether the verification node intercepts invalid inputs and throws clear prompts.
- Configure a branched process, verify that the HTTP request node is called only once, and all branches can reuse the results of this node.
Question material comes from public community discussions. Configuration values are common starting points and should be measured against your own samples. Verified on 2026-09-14.