Some commonly used emulsifiers include monoglycerides, diglycerides, and gums.[1] Diluents: Skim milk is commonly used as the primary diluent in milk-based liquid formula to provide the bulk of the volume. In contrast, purified water is the most commonly used diluent in milk-free formulations.[64]