The operating data from batch-type pendulum centrifuges for separating sugar crystals from crystal suspensions are recorded locally during the sugar manufacturing process and analyzed in cloud-based applications. The information obtained can be classified into machine-related status data, separation process-related key figures, and advanced evaluation results for the crystal suspension (massecuite) processed and the sugar produced. Such continuously available analyses could previously only be prepared in limited quantities and by experts with specialist knowledge.