Table 6 Approximate computational...

Table 6

Approximate computational latency of the proposed anomaly detection framework

Processing stage	Average latency (ms)
MTConnect interval extraction	6
Interval-wise statistical feature extraction	18
Unified damage index (UDI) computation	<1
XGBoost anomaly prediction	2
SHAP explanation generation	34
Total computational latency	≈60 ms

Processing stage	Average latency (ms)
MTConnect interval extraction	6
Interval-wise statistical feature extraction	18
Unified damage index (UDI) computation	<1
XGBoost anomaly prediction	2
SHAP explanation generation	34
Total computational latency	≈60 ms

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