Title :
Stable stacking for the distributor´s pallet packing problem
Author :
Schuster, Martin ; Bormann, Richard ; Steidl, Daniela ; Reynolds-Haertle, Saul ; Stilman, Mike
Author_Institution :
Robot. & Intell. Machines (RIM), Georgia Inst. of Technol., Atlanta, GA, USA
Abstract :
We present a novel algorithm that solves the distributor´s pallet packing problem. In contrast to existing algorithms, our method optimizes stack stability in addition to stack volume. Furthermore, our algorithm explicitly handles cases where the construction of homogeneous layers of packages with equal height is impossible due to differences in package heights and quantities. The algorithm is a nested beam search that separately optimizes local and global evaluation criteria. We show successful results on both real world and synthetic data sets, compare our performance to an existing algorithm and demonstrate experimental applications in simulation and on a real palletizing robot.
Keywords :
industrial robots; optimisation; palletising; stacking; distributor pallet packing problem; global evaluation criteria; homogeneous layers construction; local evaluation criteria; nested beam search; package heights; package quantity; real palletizing robot; stable stacking; synthetic data sets;
Conference_Titel :
Intelligent Robots and Systems (IROS), 2010 IEEE/RSJ International Conference on
Conference_Location :
Taipei
Print_ISBN :
978-1-4244-6674-0
DOI :
10.1109/IROS.2010.5650217