New Optimisation and Control Technologies for Milk Powder Manufacturing Processes

奶粉制造过程的新型优化和控制技术

• 批准号: LP140100471
• 负责人: Prof Saeid Nahavandi
• 金额: $ 25.06万
• 依托单位: Deakin University
• 依托单位国家: 澳大利亚
• 项目类别: Linkage Projects
• 财政年份: 2015
• 资助国家: 澳大利亚
• 起止时间: 2015-06-03 至 2018-12-31
• 项目状态: 已结题
• 来源: https://dataportal.arc.gov.au/RGS/Web/Grants/LP140100471
• 关键词: New; Optimisation; Control; Technologies; Milk

Advanced optimisation and control are considered to be one of the top technologies that help milk powder producers operate their plants more efficiently. However, the successful implementations of these technologies are limited due to poor understanding of the relationship between raw material variations and process disturbances with the target variables. Moreover, uncertainties in process measurements also prevent reliable control and effective optimisation. This project aims to address these gaps by developing new optimisation and control methods based on effective model reduction and uncertainty process variable identification, to enable Australian milk powder manufacturers to continuously improve productivity and reduce cost.

先进的优化和控制被认为是帮助奶粉生产商更有效地运营工厂的顶级技术之一。然而，这些技术的成功实施是有限的，由于对原材料变化和过程干扰与目标变量之间的关系的理解不足。此外，过程测量中的不确定性也阻碍了可靠的控制和有效的优化。该项目旨在通过开发基于有效模型简化和不确定性过程变量识别的新优化和控制方法来解决这些差距，使澳大利亚奶粉制造商能够不断提高生产力并降低成本。