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Information Journal Paper

Title

DETERMINING THE OPTIMUM THICKNESS RATIO OF TWO-LAYER METALLIC SHEETS USING MULTI-OBJECTIVE GENETIC ALGORITHM

Pages

  446-452

Abstract

 Nowadays, two-layer sheets have many applications in various industries due to their superlative characteristics. Characteristics such as weight and FORMABILITY of two-layer sheet depend on the material and the thickness of the layers which compose the two-layer sheet. Plastic instability and occurrence of localized necking limit the forming of the sheets. Forming limit diagram is used to evaluate the FORMABILITY of sheet. In this paper, a multi-objective GENETIC ALGORITHM is applied to optimize the thickness ratio of layers in Al3105-St14 two-layer sheet. The optimal model minimizes the weight and maximizes the FORMABILITY of two-layer sheet simultaneously. Forming limit diagram of two-layer sheet is determined by analytical model based on Marciniak and Kuckzinsky (M-K) method using Barlat and Lian non-quadratic yield criterion. Experiments are also carried out on Al3105-St14 two-layer sheet in order to examine the validity of the theoretical results. Pareto-based multi-objective optimization is used in order to make the objective function of weight per unit area minimized and the objective function of FORMABILITY maximized. The Pareto front provides a set of optimal solutions. In addition, the knee point as the most satisfactory solution from Pareto-set is determined using minimum distance method.

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    APA: Copy

    DARABI, ROYA, & DEILAMI AZODI, HAMED. (2017). DETERMINING THE OPTIMUM THICKNESS RATIO OF TWO-LAYER METALLIC SHEETS USING MULTI-OBJECTIVE GENETIC ALGORITHM. MODARES MECHANICAL ENGINEERING, 17(5 ), 446-452. SID. https://sid.ir/paper/179218/en

    Vancouver: Copy

    DARABI ROYA, DEILAMI AZODI HAMED. DETERMINING THE OPTIMUM THICKNESS RATIO OF TWO-LAYER METALLIC SHEETS USING MULTI-OBJECTIVE GENETIC ALGORITHM. MODARES MECHANICAL ENGINEERING[Internet]. 2017;17(5 ):446-452. Available from: https://sid.ir/paper/179218/en

    IEEE: Copy

    ROYA DARABI, and HAMED DEILAMI AZODI, “DETERMINING THE OPTIMUM THICKNESS RATIO OF TWO-LAYER METALLIC SHEETS USING MULTI-OBJECTIVE GENETIC ALGORITHM,” MODARES MECHANICAL ENGINEERING, vol. 17, no. 5 , pp. 446–452, 2017, [Online]. Available: https://sid.ir/paper/179218/en

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