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Multi-Objective Parameter Optimization Design of Heat Pipe Heat Sink for Bidirectional Power Converter Based on MOEDO
Zechen Su1, Xiwei Zhou1, Yangfan Li1
1School of Electronic and Control Engineering, Chang'an University, Xi'an 710064, China.
This study introduces a new Multi-Objective Exponential Distribution Optimizer (MOEDO) algorithm to improve heat dissipation in power converters. The MOEDO algorithm significantly reduces Insulated Gate Bipolar Transistor (IGBT) temperature and heat sink volume.
Area of Science:
- Electrical Engineering
- Thermal Management
- Optimization Algorithms
Background:
- Bidirectional power converters generate substantial heat during high-frequency operation, challenging traditional thermal design methods.
- Existing methods struggle to balance cooling efficiency, cost, weight, and size, impacting system reliability and safety.
Purpose of the Study:
- To propose a novel Multi-Objective Exponential Distribution Optimizer (MOEDO) algorithm for optimizing heat dissipation systems.
- To address the limitations of traditional thermal design in high-frequency power converter applications.
Main Methods:
- Developed a MOEDO algorithm based on the Exponential Distribution Optimizer.
- Utilized Optimal Latin Hypercube Sampling to create a surrogate model for heat pipe radiator volume and temperature.
- Integrated elite non-dominated sorting, crowding distance, and information feedback to decompose multi-objective problems.
Main Results:
- The MOEDO algorithm demonstrated statistically significant advantages over comparative algorithms in benchmark function tests.
- Simulation verification using ANSYS Icepak showed a 17.12% reduction in maximum Insulated Gate Bipolar Transistor (IGBT) temperature.
- A 14.61% reduction in heat sink volume was achieved compared to conventional designs.
Conclusions:
- The proposed MOEDO algorithm effectively optimizes heat dissipation systems for power converters.
- The optimized design enhances reliability and safety by reducing critical component temperatures and system size.
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Conduction, accounting for approximately 3% of body heat loss at rest, is the process of exchanging heat between molecules of two materials in direct contact. This can result in both heat loss and gain. For instance, when the body is submerged in water, which conducts heat 20 times more effectively than air, it can either lose or gain significant heat.
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