Understanding the particle size distribution of core materials and the dynamics of the coating process is critical for optimizing the dispersion, polymerization, and coating of polyurethane raw materials on fertilizer surfaces. It also helps to lower industry costs, enhancing efficiency, and safeguarding the environment. In this study, four urea particles (3.0–3.55 mm, 3.55–4.0 mm, 4.0–4.3 mm, and 4.3–4.75 mm) were used to established treatments D1, D2, D3, and D4, respectively. Simultaneously, the EDEM program was used to create three visualization models: the urea self-movement (Model 1), the urea-liquid mixture system (Model 2), and the viscosity change process (Model 3). Results showed that under a 3 % coating material ratio, D2 treatment achieved a nutrient release duration of 147 days, 17.6–50.4 % longer than others. Roller friction played a significant role on the fertilizer during the Model 1 with D2 experiencing a relatively balanced contact force (0.0052 N) and average compressive force (0.0289 N). In Model 2, particle size was negatively correlated with the total dispersion coefficient (TDC) of polyurethane raw materials, with urea-polyol exhibiting a 20.21 % higher TDC than urea and isocyanate. Mixing homogeneity in D2 was moderate. In Model 3, particle viscosity obscured the influence of core size on force differences. Overall, both simulations and experiments identified 3.55–4.00 mm as the optimal particle size, offering the best production efficiency and controlled-release performance. The physical properties of core particles are thus crucial in the feeding and mixing stages of coating, providing valuable insights for improving controlled-release fertilizer (CRF) quality and application.
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