使用凸优化技术将运动控制系统推向极限

J. Swevers, G. Pipeleers, M. Diehl, J. Schutter
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引用次数: 3

摘要

数值优化的最新进展为改善运动系统的性能并将其推向极限提供了新的机会。然而,这需要在优化和运动控制设计和实施方面的专业知识的独特组合,这一组合存在于我们的优化工程中心OPTEC。本文介绍了OPTEC在运动控制领域的三种实现,其中这种独特的专业知识组合导致了控制设计问题作为凸程序的制定,可以有效地解决到全局最优,允许以系统的方式权衡冲突的设计目标。
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Pushing motion control systems to their limits using convex optimization techniques
Recent advances in numerical optimization provide new opportunities to improve the performance of motion systems and to push them to their limits. This requires however a unique combination of expertise in optimization and motion control design and implementation, a combination which is present at our Optimization in Engineering Center OPTEC. This paper presents three of OPTEC's realizations in the field of motion control, where this unique combination of expertise has led to the formulation of control design problems as convex programs that can be solved efficiently to a global optimum, allowing to trade-off conflicting design objectives in a systematic way.
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