Fault Diagnosis of Batch Reactor Using Machine Learning Methods

Table 1

Nominal values of the parameters.

Constant parameters		Values
𝐶𝑝𝐴	Specific heat capacity of component 𝐴	18.0 kcal/kmol°C
𝐶𝑝𝐵	Specific heat capacity of component 𝐵	40.0 kcal/kmol°C
𝐶𝑝𝐶	Specific heat capacity of component 𝐶	52.0 kcal/kmol°C
𝐶𝑝𝐷	Specific heat capacity of component 𝐷	80.0 kcal/kmol°C
Δ𝐻1	Heat of reaction of reaction 1	−10000.0 kcal/kmol
Δ𝐻2	Heat of reaction of reaction 2	−6000.0 kcal/kmol
𝐶𝑝	Mass heat capacity of reactant	0.45 kcal/kg°C
𝐶𝑝𝑗	Molar heat capacity of component 𝑗	0.45 kcal/kg°C
𝑈	Heat transfer coefficient	9.76 kcal/min m^2 °C
𝜌𝑗	Density	1000.0 kg/m^3
𝑘^11	Preexponential rate constant for reaction 1	20.9057
𝑘^21	Preexponential rate constant for reaction 1	10000
𝑘^12	Preexponential rate constant for reaction 2	38.9057
𝑘^22	Preexponential rate constant for reaction 2	17000
𝑉𝑗	Jacket volume	0.6921 m^3
𝐴	Heat transfer area	6.24 m^2
𝑀𝑟	Number of moles of component	1560 kg
𝜏𝑗	Jacket time constant	3.0 min