Laser cutting optimization model with constraints: Maximization of material removal rate in CO2 laser cutting of mild steel
| Autor: | Predrag Janković, Marin Gostimirović, Miloš Madić, Srđan Mladenović, Miroslav Radovanović |
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| Rok vydání: | 2020 |
| Předmět: |
0209 industrial biotechnology
Co2 laser Materials science Laser cutting business.industry Mechanical Engineering Material removal 02 engineering and technology Maximization 01 natural sciences Industrial and Manufacturing Engineering 010309 optics 020901 industrial engineering & automation 0103 physical sciences Production (economics) Process engineering business |
| Zdroj: | Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture. 234:1323-1332 |
| ISSN: | 2041-2975 0954-4054 |
| DOI: | 10.1177/0954405420911529 |
| Popis: | Taking full advantage of what laser cutting technology offers in terms of achieving superb quality cuts at low cost and high production rates requires the optimization of laser cutting parameters. This implies the need to formulate and solve different laser cutting optimization problems. In this article, an optimization model for CO2 laser cutting of mild steel is developed. The laser cutting optimization problem was explicitly formulated as a single-objective optimization problem with five non-linear constraints of the equality, inequality and range type. The goal was to determine the laser cutting parameter values so as to maximize the material removal rate while simultaneously considering practical process constraints related to dross formation, kerf width, perpendicularity deviation, surface roughness and severance energy. Two crossed experimental designs of different resolutions were performed in order to define six mathematical models, which were used in the formulation of the optimization problem. For the purpose of optimization, the exhaustive iterative search algorithm was applied, since it determines solutions whose optimality is guaranteed in the given discrete space of input variable values. The practical usability of the developed laser cutting optimization model and the effectiveness of the applied optimization approach were proved while solving a real case study aimed at the optimization of laser cutting parameters for cutting parts for the furnace industry. |
| Databáze: | OpenAIRE |
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