•Sugars are soluble and sticky ingredients and their granulation may be difficult.
•Granulation performance of sugars in high shear granulation was evaluated.
•The use of a mixer torque rheometer was used to assess optimal amount of binder.
•The partial solubilization of the sugars increases the viscosity of the liquid bridges.
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Liquid amount required for the process is function of the sugar thickening power.