Study on Support Vector Machine-Based Fault Detection in Tennessee Eastman Process

Table 2

Descriptions of 21 faults in TE process.

Number	Fault description
IDV0	Normal
IDV1	𝐴/𝐶 feed ratio, 𝐵 composition constant
IDV2	B composition, 𝐴/𝐶 ratio constant
IDV4	Reactor cooling water inlet temperature
IDV5	Condenser cooling water inlet temperature
IDV6	A feed loss (stream 1)
IDV7	C header pressure loss-reduced availability (stream 4)
IDV8	A, B, and C feed composition (stream 4)
IDV10	C feed temperature (stream 4)
IDV11	Reactor cooling water inlet temperature
IDV12	Condenser cooling water inlet temperature
IDV13	Reaction kinetics
IDV14	Reactor cooling water valve
IDV16	Unknown
IDV17	Unknown
IDV18	Unknown
IDV19	Unknown
IDV20	Unknown