Title :
Optimal measurement point planning for workpiece localization
Author :
Zhu, LiMin ; Luo, HongGen ; Ding, Han
Author_Institution :
Sch. of Mech. Eng., Shanghai Jiao Tong Univ., China
fDate :
28 Sept.-2 Oct. 2004
Abstract :
This paper addresses the problem of measurement point planning for 3-D workpiece localization in the presence of part surface errors and measurement errors. A number of frame-invariant norms of the infinitesimal rigid body displacement are defined to quantify the localization accuracy required by manufacturing processes. Then, two kinds of frame-invariant indices are derived to characterize the sensitivities of the accuracy measures to the sampling errors at the measurement points. With a dense set of discrete points on the workpiece datum surfaces pre-defined as candidates for measurement, planning of probing points for accurate recovery of part location is modeled as a combinatorial problem focusing on minimizing the accuracy sensitivity index. A heuristic floating forward search algorithm is presented to efficiently find a near-optimal solution. An example confirms the validity of the presented criteria and algorithm.
Keywords :
combinatorial mathematics; manufacturing processes; measurement errors; position measurement; process planning; production engineering computing; search problems; accuracy sensitivity index; combinatorial problem; frame-invariant index; frame-invariant norm; heuristic floating forward search algorithm; infinitesimal rigid body displacement; localization accuracy; manufacturing process; measurement error; optimal measurement point planning; part surface error; sampling error; workpiece datum surface; workpiece localization; Algorithm design and analysis; Coordinate measuring machines; Displacement measurement; Heuristic algorithms; Measurement errors; Mechanical engineering; Mechanical variables measurement; Paints; Position measurement; Sampling methods;
Conference_Titel :
Intelligent Robots and Systems, 2004. (IROS 2004). Proceedings. 2004 IEEE/RSJ International Conference on
Print_ISBN :
0-7803-8463-6
DOI :
10.1109/IROS.2004.1389618