Remote Diagnosis and Detection Technology for Electrical Control of Intelligent Manufacturing CNC Machine Tools

Table 4

Comparative study findings for data extraction rate.

Metrics	MA-FD	IM-IIoT	MDTFD	RFDP	Findings
Detection accuracy	73.04	80.62	86.61	90.233	10.14% high
Diagnosis recommendation (%)	87.78	89.57	91.99	94.072	8.58% high
Downtime (min)	50.29	40.18	28.31	18.577	8.85% less
Data processing rate (/machine)	30	51	79	102	7.95% high
Processing time (s)	10.21	7.92	5.79	2.598	11.24% less