Title :
3D loading problem formulation using mixed integer nonlinear programming
Author :
Osman, Mojahid Saeed ; Ram, Bala
Author_Institution :
Dept. of Syst. Eng., King Fahd Univ. of Pet. & Miner., Dhahran, Saudi Arabia
Abstract :
The manufacturing of different types of cylindrical parts requires loading of parts into baskets for heat treatment operation. This loading process is complex and involves issues relating to geometry, and heterogeneity in the parts and in their processing requirements. The parts loaded for heat treatment often do not utilize the available capacity adequately because layer-loading is accomplished by operator ingenuity. Productivity in heat treatment operation can be increased by improving utilization, which is determined by the loading process. This paper describes the development mathematical model using mixed integer nonlinear formulation for loading of cylindrical parts into baskets. The mathematical modeling considers the exact location of parts to be loaded on the layers with the primary objective of minimizing unutilized volume of the baskets.
Keywords :
bin packing; heat treatment; integer programming; loading; machine bearings; mathematical analysis; nonlinear programming; productivity; 3D loading problem formulation; baskets; bearings; cylindrical parts loading; cylindrical parts manufacturing; heat treatment operation; layer-loading; loading process; mathematical modeling; mixed integer nonlinear programming; operator ingenuity; packing problem; productivity; Containers; Heat treatment; Load modeling; Loading; Mathematical model; Solid modeling; Three-dimensional displays; Mixed integer nonlinear programming; Packing problem;
Conference_Titel :
Industrial Engineering and Engineering Management (IEEM), 2014 IEEE International Conference on
DOI :
10.1109/IEEM.2014.7058609