Optimal design of laser solid freeform fabrication system and real-time prediction of melt pool geometry using intelligent evolutionary algorithms

2013 ◽  
Vol 13 (3) ◽  
pp. 1505-1519 ◽  
Author(s):  
Ahmad Mozaffari ◽  
Alireza Fathi ◽  
Amir Khajepour ◽  
Ehsan Toyserkani
Author(s):  
Masoud Alimardani ◽  
Ehsan Toyserkani ◽  
Jan Paul Huissoon

In this paper, a novel algorithm is proposed to develop a 3D transient finite element model of multilayer laser solid freeform fabrication (LSFF) process. The proposed model predicts the clad geometry as a function of time and process parameters including laser power, traverse speed, powder jet geometry, and material properties. In the modeling strategy, the interaction between the laser beam and powder stream is assumed to be decoupled, therefore, the melt pool boundary on the moving substrate is obtained in the absence of the powder stream. Once the melt pool boundary is calculated, a deposited layer is formed based on the powder feed rate, elapsed time, and intersection of the melt pool and powder stream. After the deposition of each layer, the effect of this geometrical change into the thermal distribution within the model is considered for thermal analysis of the next layer deposition. In the numerical simulation, the effects of a non-planar surface on the process parameters such as powder efficiency and absorption factor are taken into account. Geometrical aspects of a thin wall of steel AISI 4340 with four layers are numerically simulated by the developed modeling strategy. Numerical results show that with the growth of the number of layers in the wall, the powder efficiency increases while the absorption factor decreases. Experimental and numerical results are compared to verify the accuracy and reliability of the proposed model.


Author(s):  
Masoud Alimardani ◽  
Ehsan Toyserkani ◽  
Jan Paul Huissoon

This paper presents a numerical-experimental investigation on the effects of preheating the substrate on the potential delamination and crack formation across the parts fabricated using the Laser Solid Freeform Fabrication (LSFF) process. For this purpose, the temperature distributions and stress fields induced during the multilayer LSFF process, and their correlation with the delamination and crack formation are studied throughout the numerical analysis and the experimental fabrication of a four-layer thin wall of SS304L. A 3D time-dependent numerical approach is used to simulate the LSFF process, and also interpret the experimental results in terms of the temperature distribution and the thermal stress fields. The numerical results show that by preheating the substrate prior to the fabrication process, the thermal stresses throughout the process domain substantially reduce. Accordingly, this can result in the reduction of potential micro-cracks formation across the fabricated part. Preheating also decreases the transient time for the development of a proper melt pool which is an important factor to prevent poor bonding between deposited layers. The experimental results are used to verify the numerical findings as well as the feasibility of preheating on the reduction of the micro-cracks formed throughout the fabrication process.


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