Foam formation is a common issue in industrial processes such as pulp and paper manufacturing and concrete production. Excess foam not only disrupts production efficiency but can also compromise product quality and increase operational costs. To address this challenge, defoamers are widely applied, providing an effective way to control unwanted foam and maintain stable performance across different...