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. 2024 Dec 28;14:31427. doi: 10.1038/s41598-024-82966-8

Table 2.

Results of sensitivity analysis.

Sensitivity dimension Test scenario Warning error
Demand fluctuation sensitivity Demand fluctuation range Initial After adjustment
± 10% 0.005 0.005
± 20% 0.005 0.008
Data quality sensitivity Data Integrity

Initial

data

Low quality
≥ 80% 0.004 0.004
< 80% 0.004 0.009
Parameter adjustment sensitivity Learning rate Number of hidden layer nodes Initial After adjustment
0.01 50 0.006 0.006
0.001 50 0.006 0.005
0.01 100 0.006 0.004