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Global energy-optimised redundancy resolution in hydraulic manipulators using dynamic programming

Research output: Contribution to journalArticleScientificpeer-review

Details

Original languageEnglish
Pages (from-to)120-134
Number of pages15
JournalAutomation in Construction
Volume73
Issue numberJanuary 2017
Early online date30 Sep 2016
DOIs
Publication statusPublished - Jan 2017
Publication typeA1 Journal article-refereed

Abstract

This paper addresses the problem of redundancy resolution in closed-loop controlled hydraulic manipulators. The problem is treated at the hydraulic level using proposed cost functions formulated into a dynamic programming approach of minimum-state representation. Bounds on joint range, actuator velocity and acceleration were enforced. This approach minimises the hydraulic energy consumption of the widely popular load-sensing and constant-supply pressure systems. The presented approach can resolve the redundancy more effectively from the hydraulic side than do actuator velocity or energy optimisation approaches, point-wise optimal approaches or some standard direct optimisation tools that may lead to inferior solutions, as shown in simulation results where up to 15–30% greater energy use is seen with some competing approaches. The results obtained motivate joint trajectory optimisation at the hydraulic level in prospective applications at construction sites where frequently driven work cycles of hydraulic construction cranes are automated.

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Field of science, Statistics Finland

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