Data-Driven Approaches for Diagnosis of Incipient Faults in Cutting Arms of the Roadheader

Table 1

Computation complexity of methods.

Process	GAB	GANB	PSOSVM	PCSVM
Signal processing (s)	2.1	2.1	2.1	2.1
Pattern recognition (s)	6.5	5.9	5.8	5.2
Total (s)	8.6	8	7.9	7.3