1278
APEL’CHUGIN et al.
Table 4. Results of realization of FFE design matrix
lated by Box’s method, a 10-min exposure time and
a 69.5 70.0 C temperature, were carried out. As a re-
sult, the product containing 99.5% main substance
was obtained in 70% yield, which is rather close to
Box’s value (71%).
Run
no.
Content of main
substance, %
Yield,
%
1
2
3
4
5
91
90
87
89
94
56
49
56
41
60
The recommended relative amounts of the reagents,
and the process temperature and time worked very
well under pilot plant conditions: oxime III was ob-
tained with high content of the main substance (95
98%) in good yield (66 68%), close to the expected
value. This result shows that the process conditions
chosen ensure predominant oxidation of the initial
compound II to dialdehyde I.
The FFE was also performed. As indicated above,
the yield of the target product was used as response
function, with account taken of the content of main
substance in it. We chose two influencing parameters,
z1 and z2, i.e., the reaction temperature ( C) and re-
action time (min), respectively. The level of factors
and their variation range were chosen on the basis of
an a priory information. The FFE standard matrix
for two factors was randomized.
CONCLUSIONS
(1) Synthesis of 1,3-diformyl-2,4,6-triethylbenzene
from 1,3-di(hydroxymethyl)-2,4,6-triethylbenzene by
oxidizing the latter with CrO3 in diluted H2SO4 was
studied using a mathematical method of experiment
design. The model of the process was constructed and
optimized.
The results of FFE are listed in Table 4. These data
were used to calculate the coefficients of the regres-
sion equation, determine their significance, and verify
the adequacy of the model. A first-degree regression
equation adequately describing the response surface
was obtained:
(2) Under the optimal process conditions [CrO3
taken in 3 4% excess with respect to stoichiometry,
1
and H2SO4 in an amount of 3.0 mol mol of initial
compound II, 14 15 wt % H2SO4 concentration in
the reaction mass, and 10-min keeping of the reac-
tion mass at 69.5 70 C the yield of the final product
is as high as 67 70%.
y = 61.57 + 5.47z1 + 2.06z2
2.25z1z2.
(3)
Analysis of Eq. (3) shows that the coefficient of
the z1 factor exceeds that of z2, which confirms
the positive effect exerted by a rise in temperature.
The significant coefficient of the pair-interaction term,
having minus sign, indicates that for the optimiza-
tion parameter to grow, the z1 factor must increase,
rather than decrease.
REFERENCES
1. Yakubov, A.P., Tsyganov, D.V., Belen’kii, L.I., and
Krayushkin, M.M., Izv. Akad. Nauk SSSR, Ser. Khim.,
1991, no. 5, pp. 1201 1203.
2. Krauklish, I.V., Apel’chugin, S.B., Tsypin, G.I., and
Chernyshova, E.Yu., Abstracts of Papers, Konferen-
tsiya po khimii i khimicheskim produktam (Conf. on
Chemistry and Chemical Products), Moscow: Ross.
Khim-Tekhnol. Univ. im. D.I. Mendeleeva, 2002,
p. 102.
To optimize the process, we used the steep-ascent
method. However, it failed to find a maximum in
the region studied. This may be a consequence of
the curvature of the response surface, as evidenced,
despite the formal adequacy, by the significant coef-
ficients of the pair-interaction term and by the differ-
ence between the free term of the regression equation
and the yield at the center of the design (Table 4, run
no. 5).
3. Weygand, K. and Hilgetag, G., Organischchemische
Experimentierkunst, Leipzig: Barth, 1970.
4. Buehler, C.A. and Pearson, D.E., Survey of Organic
Syntheses, New York: Wiley-Interscience, 1970.
The use of Box’s complex method for optimizing
the resulting first-order equation made it possible to
avoid additional experiments to search for local ex-
trema. This enabled calculation of the coordinates of
the maximum of the target function.
5. Becker, H., Berger, W., and Domschke, G., Organi-
kum. Organisch-chemisches Grundpraktikum, Berlin:
Deutscher Verlag der Wissenschaften, 1967.
6. Houber, J. and Weyl, W.A., Methoden der organi-
schen Chemie, Stuttgart: Tieme, 1953.
The maximum yield is achieved at the boundary of
the factor space. An experiment with factors calcu-
7. Charykov, A.K., Matematicheskaya obrabotka rezul’
tatov khimicheskogo analiza (Mathematical Proces-
RUSSIAN JOURNAL OF APPLIED CHEMISTRY Vol. 76 No. 8 2003