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Matrix modeling and solution of the inverse problem of grinding in a closed loop with a jet mill

V.P. Zhukov, D.S. Barakovskikh, A.N. Belyakov, I.D. Aksakovsky

Vestnik IGEU, 2026 issue 3, pp. 89—95

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Abstract in English: 

Background. Powder grinding in jet mills allows obtaining pure powders for the chemical and pharmaceutical industries. To meet the required particle size distribution of the finished powder, it is necessary to operate the mill in a closed circuit with a classifier to separate the produced fractions, preventing their overgrinding. Thus, the development of adequate mathematical models and diagnostic methods of closed-loop jet grinding, which enable the formulation and solution of design and diagnostic problems for such systems is a pressing scientific and practical challenge.

Materials and methods. To model closed grinding cycles, formulate and solve inverse diagnostic problems, a matrix methodology to describe grinding, classifying, and closed grinding cycles has been used. The grinding model has been identified based on the results of specially conducted experimental studies.

Results. A mathematical model of a closed-loop jet milling system with an arbitrary structure of connections between elements has been developed. A matrix model of jet milling has been identified using the obtained experimental data. Within the framework of the presented model, the authors have proposed an approach to define and solve problems in the diagnostics and design of jet milling systems for efficient production of powders with specified characteristics.

Conclusions. The obtained results allow us to propose an approach to the development and implementation of new optimal jet grinding technologies to obtain highly pure products and diagnose the state of closed grinding cycles.

References in English: 

1. Mizonov, V., Zhukov, V., Bernotat, S. Simulation of Grinding: New approaches. Ivanovo, 1997. 108 p.

2. Sidenko, P.M. Izmel'chenie v khimicheskoy promyshlennosti [Grinding in the chemical industry]. Moscow: Khimiya, 1977. 368 p.

3. Austin, L.G., Luckie, P.T., Shoji, K., Rogers, R.S.C., Brame, K. A simulation model for an air-swept ball mill grinding coal. Powder Technology, 1984, vol. 3, issue 3, pp. 255–266.

4. Andreev, S.E., Petrov, V.A., Zverevich, V.A. Droblenie, izmel'chenie i grokhochenie poleznykh iskopaemykh [Crushing, grinding and screening of minerals]. Moscow: Nedra, 1980. 416 p.

5. Revnivtsev, V.I. Selektivnoe razrushenie mineralov [Selective destruction of minerals]. Moscow: Nedra, 1988. 286 p.

6. Andreev, S.E., Tovarov, V.V., Petrov, V.A. Zakonomernosti izmel'cheniya i ischisleniya kharakteristik granulometricheskogo sostava [Regularities of grinding and calculation of characteristics of granulometric composition]. Moscow: Metallurgizdat, 1959. 437 p.

7. Mizonov, V.E., Zhukov, V.P., Otwinnowski, H. Raschetno-eksperimental'noe issledovanie protsessa izmel'cheniya materiala v struynoy mel'nitse [Calculation and experimental study of the process of grinding material in a jet mill]. Izvestiya vuzov. Khimiya i khimicheskaya tekhnologiya, 2002, vol. 45, no. 4, pp. 157–159.

8. Zhukov, V.P., Barakovskikh, D.S., Belyakov, A.N., Aksakovskiy, I.D., Tyutyukin, I.Yu. Raschetno-eksperimental'noe issledovanie i identifikatsiya matrichnoy modeli struynogo izmel'cheniya sypuchikh materialov [Calculation and experimental study and identification of the matrix model of jet grinding of bulk materials]. Vestnik IGEU, 2024, issue 5, pp. 75–81.

9. Mizonov, V.E. O strukture selektivnoy funktsii pri razlichnykh zakonakh izmel'cheniya [On the structure of the selective function under various laws of grinding]. Tsvetnye metally, 1983, no. 11, рр. 73–74.

10. Shuvalov, S.I., Novosel′tseva, S.S., Zhukov, V.P. Obosnovanie vybora zavisimosti, ispol'zuemoy dlya approksimatsii krivoy razdeleniya Trompa [Justification of the choice of the dependence used to approximate the Tromp separation curve]. Vestnik IGEU, 2018, issue 6, pp. 15–23.

11. Zhukov, V.P., Belyakov, A.N., Barochkin, A.Е. Matematicheskoe modelirovanie tekhnologicheskikh sistem [Mathematical modeling of technological systems]. Ivanovo, 2020. 88 p.

12. Vlasov, V.G. Konspekt lektsiy po vysshey matematike [Lecture notes on higher mathematics.]. Moscow: AYRIS, 1996. 288 p.

13. Samarskiy, A.A. Chislennye metody resheniya obratnykh zadach matematicheskoy fiziki [Numerical methods for solving inverse problems of mathematical physics]. Moscow: Izdatel'stvo LKI, 2009. 480 p.

14. Zalogin, N.G., Shukher, S.M. Ochistka dymovykh gazov [Flue gas cleaning.]. Moscow: Izdatel'stvo GEI, 1954. 224 p.

15. Ermolaev, Yu.M. Metody stokhasticheskogo programmirovaniya [Methods of stochastic programming]. Moscow: Nauka, 1976. 240 p.

16. Moiseev, N.N. Matematicheskie zadachi sistemnogo analiza [Mathematical problems of systems analysis]. Moscow: Nauka, 1981. 488 p.

Key words in Russian: 
струйная мельница, замкнутый цикл струйного измельчения, гранулометрический состав продукта, дисперсные материалы, матричная формализация, обратная задача
Key words in English: 
jet mill, grinding, closed-loop of jet grinding, granulometric composition, matrix formalization, inverse problem
The DOI index: 
10.17588/2072-2672.2026.3.089-095
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