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Vibration Resistance Optimization of Housing Based on CCD and Multi-Objective PSO
Lei Cheng1,2,3, Bingxing Wei1,4, Xuanjun Dai1,4
1College of Mechanical and Control Engineering, Guilin University of Technology, Guilin 541000, China.
This study optimized semiconductor laser diode systems for vibration using central composite design (CCD) and particle swarm optimization (PSO). The integrated approach significantly improved vibration resistance, enhancing operational reliability in demanding environments.
Area of Science:
- Opto-mechanical engineering
- Mechanical vibration analysis
- Laser systems engineering
Background:
- Semiconductor laser diode array beam combining systems face reliability challenges under vibration.
- Vibration can degrade performance and reduce operational lifespan.
- Existing anti-vibration designs may not offer optimal multi-objective performance.
Purpose of the Study:
- To develop an integrated optimization approach for enhancing the vibration resistance of laser diode array systems.
- To improve operational reliability under vibration conditions.
- To achieve balanced multi-objective optimization for anti-vibration structures.
Main Methods:
- Integrated optimization combining central composite design (CCD) and multi-objective particle swarm optimization (PSO).
- Establishing a response surface model correlating housing stiffener parameters with vibration response indicators.
- Applying multi-objective PSO for Pareto front optimization to balance design objectives.
Main Results:
- Significantly increased first-order natural frequency from 356.3 Hz to 1036.1 Hz.
- Reduced maximum deformation under random vibration from 0.2618 mm to 0.055 mm.
- Achieved a minimal mass increase of 165.47 g, with only minor decreases in laser power (3.3%) and peak irradiance (5.3%).
Conclusions:
- The integrated CCD-PSO methodology effectively optimizes anti-vibration structures for precision opto-mechanical systems.
- The optimized design demonstrates substantial improvements in vibration resistance and operational reliability.
- The approach is effective and engineerable for demanding mechanical environments.
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