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Structural optimisation for controlled deflections of additively manufactured single material beams
Wuxin Yang1, Malaya Prasad Behera1, Yifan Lv1
1Auckland University of Technology, Auckland, New Zealand.
Scientific Reports
|April 28, 2023
Summary
This study introduces a novel cellular beam structure optimized using evolutionary algorithms. This approach precisely controls beam deflection under various loads using single-material additive manufacturing.
Area of Science:
- Mechanical Engineering
- Materials Science
- Computational Mechanics
Background:
- Controlling beam deflection is a critical engineering challenge.
- Additive manufacturing offers precise material placement but lacks diverse material options for multi-material solutions.
- Existing methods struggle with functional part production due to material limitations.
Purpose of the Study:
- To propose a novel cellular structured beam design for precise deflection control.
- To utilize single-material additive manufacturing for producing functional parts.
- To match predefined deflection profiles under various loading conditions.
Main Methods:
- Optimizing individual cell geometries within a single-material beam structure.
- Employing the covariance matrix adaptation evolution strategy (CMA-ES) algorithm for iterative geometry optimization.
- Validating designs through numerical simulations and experimental testing.
Main Results:
- Achieved precise control over beam deflection profiles matching preset conditions.
- Demonstrated the efficacy of cellular structure optimization for tailored mechanical behavior.
- Showcased close correlation between numerical and experimental deflection responses.
Conclusions:
- Cellular structure optimization offers a viable alternative to multi-material approaches for controlling beam deflection.
- Single-material additive manufacturing combined with optimized cellular designs can produce functional components.
- The proposed method provides a pathway for engineering custom beam responses for specific applications.
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