Challenge

Week 5.1 - Compact Notation Derivation for a simple Mechanism

Compact Notation Derivation for a simple Mechanism

OBJECTIVE:

The main objective is to derive the ODE's for the given reaction mechanism by using compact notation.

THEORY:

In general, we know that the combustion forms prodcuts from reactants after some time. But when it comes to reality, before forming the products there will be a number of elementary reactions which involves a lof of intermediary species. Moreover, the time frame at which this combustion taking place plays a major role. To find out the reaction path ways and reactions taking place we need to find the reaction rate of each species. The study of the reaction mechanisms is called Chemical Kinetics which gives information of reaction rate and reaction order of each species before forming into prodcuts. Chemical kinetics is mainly required two inputs which are operating conditons and rate of reaction.

In practical applocations, it is very difficult to note all the reaction rates as the involvement of number of intermediary species and elementary reactions are more. So to feed these data into a computer, we will derive these reactions into a form of ODE's which saves lot of time and data. We are deriving the ODE's for the following reactions:

`R1: CO + O_2 iff_(kr_1)^(kf_1) CO_2 + O`

`R2: O + H_2O iff_(kr_2)^(kf_2) OH + OH`

`R3: CO + OH iff_(kr_3)^(kf_3) CO_2 + OH`

`R4: H + O_2 iff_(kr_4)^(kf_4) OH + OH`

`Let us list the number of species(i) and reactions(j) involved:`

j species
1 `O_2`
2 `CO_2`
3 `H_2O`
4 `O`
5 `CO`
6 `H`
7 `OH`
i Reactions
1 R1
2 R2
3 R3
4 R4

Let us create the stoichometric Coefficient matrix for both reactants and products which are represented by `vj^'` and `vj^('')`. This indicates us the number of species (j) in reaction (i).

Reaction Stoichometric coefficient matrix, `vj^'` = `[[1,0,0,0,1,0,0],[0,0,1,1,0,0,0],[0,0,0,0,1,0,1],[1,0,0,0,0,1,0]]`

Product Stoichometric coeffiecent matrix, `vj^('')` = `[[0,1,0,1,0,0,0],[0,0,0,0,0,0,2],[0,1,0,0,0,1,0],[0,0,0,1,0,0,1]]`

Net Stoichometric coeffiecent matrix, vj = `[[-1,1,0,1,-1,0,0],[0,0,-1,-1,0,0,2],[0,1,0,0,-1,1,-1],[-1,0,0,1,0,-1,1]]`

The Net reaction rate (q) for each reaction is given as,

`q_i = kf_iprod_(j = 1)^N[X_j]^(vj^' )- kr_iprod_(j = 1)^N[X_j]^(vj^ '' )`

As we know i is reaction and j is the species index:

`q_1 = kf_1[O_2]^1[CO_2]^0[H_2O]^0[O]^0[CO]^1[H]^0[OH]^0 - kr_1[O_2]^0[CO_2]^1[H_2O]^0[O]^1[CO]^0[H]^0[OH]^0`

Any thing to power zero equals one, the above equation forms into,

`q_1 = kf_1[O_2][CO] - kr_1[CO_2][O]`

Similarly,

`q_2 = kf_2[O][H_2O] - kr_2[OH]^2`

`q_3 = kf_3[CO][OH] - kr_3[CO_2][H]`

`q_4 = kf_4[O_2][H] - kr_4[O][OH]`

Now, caluculating the production rate for each species,

`omega_j = sum_(i=1)^Lv_(ji)q_i`

As we have seven species,

`omega_1 = v_11q_1+v_12q_2+v_13q_3 +v_14q_4`

`omega_1 = -1(q_1) + 0(q_2) + 0(q_3) -1(q_4)`

Similarly substituting all the data from the vji matrix and qi matrix, we get

`omega_1 = -(kf_1[O_2][CO] - kr_1[CO_2][O]) - (kf_4[O_2][H] - kr_4[O][OH])`

`omega_2 = (kf_1[O_2][CO] - kr_1[CO_2][O]) + (kf_3[CO][OH] - kr_3[CO_2][H])`

`omega_3 = -(kf_2[O][H_2O] - kr_2[OH]^2)`

`omega_4 = (kf_1[O_2][CO] - kr_1[CO_2][O])-(kf_2[O][H_2O]-kr_2[OH]^2)+(kf_4[O_2][H] - kr_4[O][OH])`

`omega_5 = -(kf_1[O_2][CO] - kr_1[CO_2][O])-(kf_3[CO][OH] -kr_3[CO_2][H])`

`omega_6 = (kf_3[O_2][Co] - kr_1[CO_2][O])-(kf_3[CO][OH] -kr_3[CO_2][H])`

`omega_7 = (2kf_2[O_2][H_2O] - kr_2[OH]^2) - (kf_3[CO][OH] -kr_3[CO_2][H])+(kf_4[O_2][H] - kr_4[O][OH])`

The rate of production is nothing but the rate of reaction of species,

`(d[X_j])/(dt) = omega_j`

As we have the data for rate of production , we can form the matrix for rate of reaction of each species as follows:

`[[(d[O_2])/(dt)],[(d[CO_2])/(dt)],[(d[H_2O])/(dt)],[(d[O])/(dt)],[(d[CO])/(dt)],[(d[H])/(dt)],[(d[OH])/(dt)]] =[[omega_1],[omega_2],[omega_3],[omega_4],[omega_5],[omega_6],[omega_7]]`

The reaction rate for each species is

`(d[O_2])/(dt) = kr_1[CO_2][O] -kf_1[O_2][CO] + kr_4[O][OH]-kf_4[O_2][H]`

`(d[CO_2])/(dt) =``(d[CO_2])/(dt) =kf_1[O_2][CO] - kr_1[CO_2][O] + kf_3[CO][OH] - kr_3[CO_2][H]`

`(d[H_2O])/(dt) = kr_2[OH]^2 -kf_2[O][H_2O]`

`(d[O])/(dt) = kf_1[O_2][CO] - kr_1[CO_2][O] +kr_2[OH]^2-kf_2[O][H_2O]+ kr_4[O][OH]-kf_4[O_2][H]`

`(d[CO])/(dt) = kr_1[CO_2][O] - kf_1[O_2][CO] + kr_3[CO_2][H] - kf_3[CO][OH]`

`(d[H])/(dt) = kf_3[O_2][Co] - kr_1[CO_2][O] + kr_3[CO_2][H] - kf_3[CO][OH]`

`(d[OH])/(dt) = 2kf_2[O_2][H_2O] - kr_2[OH]^2 + kr_3[CO_2][H] - kf_3[CO][OH] + kr_4[O][OH] - kf_4[O_2][H]`

Hence, we have derived a system of coupled ODE's for the given reaction mechanism which can be solved by using any integration technique.

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