Process Modelling Simulation and Control

Process Modelling, Simulation and Control for Chemical Engineering. Worked problems. Chapter 2: Fundamentals. This docum

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Process Modelling, Simulation and Control for Chemical Engineering. Worked problems. Chapter 2: Fundamentals. This document contains my own solutions to the problems proposed at the end of each chapter of the book ”Process Modelling, Simulation and Control for Chemical Engineers” Second Edition, by William L. Luyben. At such, I can’t guarantee that the proposed solutions are free from errors. Think about them as a starting point for developing or as a means of checking your own solutions. Any comments or corrections will be appreciated. Contact me at [email protected]

Problem 1 Write the component continuity equations describing the CSTR of Figure 1 with: 1. Simultaneous reactions (first-order, isothermal). k

1 A −→ B

k

2 A −→ C

2. Reversible (first-order, isothermal). k1

* A− ) −B k2

Figure 1: CSTR Solution For both parts 1 and 2, the quantities entering, leaving, and accumulating in the system are analogous for every chemical species: • Entering: F0 Cj0 • Leaving: F Cj 1

• Accumulating:

d dt (V

Cj )

1. For simultaneous reactions, the generation terms are: • A: −k1 V CA − k2 V CA • B: k1 V CA • C: k2 V CA The expressions for the continuity equations are: • A: • B: • C:

d dt (V CA ) d dt (V CB ) d dt (V CC )

= F0 CA0 − k1 V CA − k2 V CA − F CA = F0 CB0 + k1 V CA − F CB = F0 CC0 + k2 V CA − F CC

2. For reversible reactions, the generation terms are: • A: −k1 V CA + k2 V CB • B: k1 V CA − k2 V CB The expressions for the continuity equations are: • A: • B:

d dt (V CA ) d dt (V CB )

= F0 CA0 − k1 V CA + k2 V CB − F CA = F0 CB0 + k1 V CA − k2 V CB − F CB

Problem 2 Write the component continuity equations for a tubular reactor (Figure 2), with consecutive reactions ocurring: k

k

1 2 A −→ B −→ C

Figure 2: Tubular reactor Solution The quantities entering, leaving, and accumulating are analogous for every chemical especies: • Entering: AT vCj − AT Dj

∂Cj ∂z

2

• Leaving: AT vCj + • Accumulating:



∂ ∂z

h  i  ∂C ∂C ∂ (AT vCj ) dz − AT Dj ∂zj − ∂z AT Dj ∂zj dz

∂ ∂t (AT dzCj )

The generation terms for the consecutive reactions are: • A: −AT dzk1 CA • B: AT dzk1 CA − AT dzk2 CB • C: AT dzk2 CB The expressions for the continuity equations are, after dividing for AT dz:  ∂ ∂ ∂ A DA ∂C − k1 CA CA = − ∂z (vCA ) + ∂z • A: ∂t ∂z  ∂ ∂ ∂ B DB ∂C + k1 CA − k2 CB • B: ∂t CB = − ∂z (vCB ) + ∂z ∂z  ∂ ∂ ∂ C • C: ∂t CC = − ∂z (vCC ) + ∂z DC ∂C + k2 CB ∂z

Problem 3 Write the component continuity equations for a perfectly mixed batch reactor (no inflow or outflow) with first-order isothermal reactions: 1. Consecutive 2. Simultaneous 3. Reversible Solution For a batch reactor, the continuity equations are analogous to the CSTR example, without the inflow and outflow terms. Asuming the rection volume is constant we have: 1.

• A: • B: • C:

2.

• A: • B: • C:

3.

• A: • B:

dCA dt dCB dt dCC dt dCA dt dCB dt dCC dt dCA dt dCB dt

= −k1 CA = k1 CA − k2 CB = k2 CB = −k1 CA − k2 CA = k1 C A = k2 CA = −k1 CA + k2 CB = k1 CA − k2 CB

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Problem 4 Write the energy equation for the CSTR of Problem 1 in which consecutive first order reactions occur with exothermic heats of reaction λ1 and λ2 . Solution Assuming that the entalphy can be represented as h = CpT on a molar basis, the energy balance can be written, neglecting mixing effects as (λ is negative for an exothermic reaction): d (V T (CA Cp,A + CB Cp,B )) = F0 T0 (CA0 Cp,A + CB,0 Cp,B ) dt − F T (CA Cp,A + CB Cp,B ) − V (k1 CA λ1 + k2 CB λ2 ) Remember that entalphies are measured against a reference state, so we are not saying here that the entalphy of A and B are the same at 0 temperature, instead, we are saying that at 0 temperature, the difference of entalphy between species A and B with their respective reference states are the same (equal to 0).

Problem 5 Charlie Brown and Snoopy are sledding down a hill that is inclined θ degrees from horizontal. The total weight of Charlie, Snoopy, and the sleed is M. The sled is essentially frictionless but the air resistance of the sledders is proportional to the square of their velocity. Write the equations describing their position x, relative to the top of the hill (x=0). Charlie likes to ”belly flop”, so their initial velocity at the top of the hill is v0 . What would happen if Snoopy jumped off the sled halfway down the hill without changing the air resistance? Solution First, the forces experienced by the ensemble of mass M must be determined. One is the component of the weight directed parallel to the hill Fg = M gsenθ, the other is the air resistance Fr = kv 2 . Now from Newton’s second law: d2 x = Fg + Fr dt2  2 dx d2 x M 2 = M gsenθ − k dt dt  With the initial conditions xt=0 = 0, dx dt t=0 = v0 Assuming that half way the sled already reached his ”terminal velocity”, after Snoopy jumps, Charlie Brown will decelerate, because Fg is momentarily smaller that Fr . In any case, the final velocity reached by Charlie Brown alone will be smaller than the velocity that would have been reached if Snoopy remained in the sled. M

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Problem 6 An automatic bale tosser on the back of a farmer’s hay baler must throw a 60-pound bale of hay 20 feet back into a wagon. If the bale leaves the tosser with a velocity vr in a direction θ = 4500 above the horizontal, what must vr be? If the tosser must accelerate the bale from a dead start to vr in 6 feet, how much force must be exerted? What value of θ would minimize the acceleration force?

Figure 3: Tosser Solution Assuming that the y coordinate at the exit of the tosser and at the wagon are equal, the half time of flight is equal to the time required for reaching the maximum altitude, which can be calculated dividing the y-velocity at the exit of the tosser by the gravity acceleration: 1 vr senθ tf light = 2 g The distance L must be covered in tf light : L = vr cosθ tf light r vr =

  Lg ft = 25.4 2cosθsenθ s

With l = 6[f t], we have from the dynamic equations for the acceleration step: l=

at2acc 2

vr = atacc Which permit to determine the value of the acceleration (a): a=

vr2 gL = 2l 4lcosθsenθ 5

From Newton’s second law, Ftosser − Ftosser

Mg = gc



M gsenθ gc

=

aM gc :

L senθ + 4lcosθsenθ



The minimum value corresponds to 142[lbf ] (38.9”). The force required in the case of θ = 4500 is 140 [lbf ].

Problem 7 A mixture of two inmiscible liquids is fed into a decanter. The heavier liquid settles to the bottom fo the tank. The lighter liquid β forms a layer on the top. The two interfaces are detected by floats and are controlled by manipulating the two flows Fα and Fβ . Fα = Kα hα Fβ = Kβ (hα + hβ ) The controllers increase or decrease the flows as the levels rise or fall. The total feed rate is F0 . The weight fraction of liquid in the feed is xα . The two densities ρα and ρβ are constant. Write the equations describing the dynamic behavior of this system.

Figure 4: Solution Assuming that the flows F0 , Fβ and Fα are volumetric flows, first a volumetric fraction is calculated as: xα,v =

xα ρ−1 α

xα ρ−1 α − (1 − xα )ρ−1 β 6

The dynamic equations for the height of each phase are: dhα 1 = (F0 xα,v − Kα hα ) dt Ad 1 dhβ = (F0 (1 − xα ) − Kβ (hα + hβ )) dt Ad

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