Furnace Temperature Curve Optimization Model Based on Differential Evolution Algorithm
Download PDF
$currentUrl="http://$_SERVER[HTTP_HOST]$_SERVER[REQUEST_URI]"

Keywords

Furnace temperature curve
Difference equations
Differential evolution algorithms
TOPSIS methods

DOI

10.26689/jera.v8i4.7935

Submitted : 2024-07-14
Accepted : 2024-07-29
Published : 2024-08-13

Abstract

When soldering electronic components onto circuit boards, the temperature curves of the reflow ovens across different zones and the conveyor belt speed significantly influence the product quality. This study focuses on optimizing the furnace temperature curve under varying settings of reflow oven zone temperatures and conveyor belt speeds. To address this, the research sequentially develops a heat transfer model for reflow soldering, an optimization model for reflow furnace conditions using the differential evolution algorithm, and an evaluation and decision model combining the differential evolution algorithm with the Technique for Order Preference by Similarity to Ideal Solution (TOPSIS) method. This approach aims to determine the optimal furnace temperature curve, zone temperatures of the reflow oven, and the conveyor belt speed.

References

Yang SM, Tao WQ, 2006, Heat Transfer. Higher Education Press Publication, Beijing.

Yao H, 2018, Modeling and Simulation of Plate Level Reflow Soldering Based on Ansys Icepak, thesis, Beihua Institute of Aerospace Technology.

Hou Y, 2014, Numerical Simulation and Experimental Research on Creep Shaping Process of 2A14 Aluminum Alloy, thesis, Harbin Institute of Technology.

Hong J, Xu Z, 2018, Simulation Study of Reflow Soldering Process Based on Finite Element Theory. 2018 China High-end SMT Academic Conference, 2018: 181–186.

He C, Feng X, 2001, Principles of Chemical Engineering. Science Press, Beijing.