Distribution-Based Identification of Yield Coefficients in a Baker’s Yeast Bioprocess

Table 5

Influence of the noise (distribution-based method).

SNR	𝑘1	𝑘2	𝑘3	𝑘4	𝑘5	𝑘6	𝑘7	𝑘8	𝑘9	NMSE
noise free	0.4901	0.0500	0.1000	0.7199	1.2001	0.6401	0.8101	0.1100	1.1101	1.6046e-008
50 dB	0.4824	0.0502	0.1000	0.7147	1.1965	0.6447	0.8037	0.1102	1.1182	5.4504e-005
40 dB	0.4393	0.0509	0.1002	0.6803	1.1358	0.6753	0.7568	0.1102	1.1712	0.0030
30 dB	0.4707	0.0494	0.1007	0.6861	1.0953	0.6701	0.8540	0.1065	1.1622	0.0022
20 dB	0.4531	0.0517	0.1000	0.6926	1.2459	0.6644	0.7969	0.1112	1.1523	0.0015
10 dB	0.5567	0.0529	0.0993	0.5587	1.7758	0.7834	0.9887	0.1119	1.3587	0.0502
“Real” value	0.49	0.05	0.1	0.72	1.2	0.64	0.81	0.11	1.11