Optimization of Technological Parameters of the Working Process of a Spring–Rotor Grinder Based on Mathematical Modeling
This study addresses the problem of improving the efficiency of fine grinding of bulk materials in an original-design double spring–rotor grinder equipped with a separating diaphragm with a variable discharge orifice. The purpose of the work is to determine rational operating parameters that ensure a balanced trade-off between grinding quality, throughput, and energy consumption. The methodology is based on a full-factorial experimental design (Hartley plan) with five controllable parameters—rotational speed, material filling ratio, overlap of the working zones, grinding chamber clearance, and grinding duration—followed by response surface modeling and multi-objective optimization. The main responses included grinding fineness, throughput, drive power, specific energy consumption, and specific metal intensity. Adequate second-order regression models were obtained (R2 > 0.93), and analysis of variance confirmed the statistical significance of the main effects and interactions. Multi-objective optimization enabled the identification of operating regimes that increase throughput by 15–20% while reducing specific energy consumption by 8–12% compared with empirical settings. The proposed approach provides a quantitative basis for selecting compromise operating conditions and can be applied to the tuning and control of spring–rotor grinding equipment in processing industries.
Authors
- T. Leśniewski (ORCID: https://orcid.org/0000-0002-1903-3967)
- Piotr Stryczek (ORCID: https://orcid.org/0000-0001-5696-080X)
- Bekbolat Moldakhanov
- Vladimir YAKOVLEV
- Mikhail Doudkin
- Alina Kim
- Aidos Baigunusov
Institutions
- Wrocław University of Science and Technology (PL)
- South Kazakhstan Medical Academy (KZ)
- D. Serikbayev East Kazakhstan State Technical University (KZ)
- Kazakh-American Free University (KZ)
- M.Auezov South Kazakhstan State University (KZ)
- AGH University of Krakow (PL)
Publication Details
- Journal
- Applied Sciences
- Published
- 2026-03-17
- DOI
- https://doi.org/10.3390/app16062900
- Primary Topic
- Mineral Processing and Grinding
- Type
- article
- Field-Weighted Citation Impact
- 0.00