Quality Prediction and Parameter Optimisation of Resistance Spot Welding Using Machine Learning

Quality Prediction and Parameter Optimisation of Resistance Spot Welding Using Machine Learning

In a small sample welding test space, and to achieve online prediction and self-optimisation of process parameters for the resistance welding joint quality of power lithium battery packs, this paper proposes a welding quality prediction model. The model combines a chaos game optimisation algorithm (...

Full description

Bibliographic Details
Main Authors: Yicheng He, Kai Yang, Xiaoqing Wang, Haisong Huang, Jiadui Chen
Format: Article
Language:English
Published: MDPI AG 2022-09-01
Series:Applied Sciences
Subjects:
resistance spot welding
quality prediction
process optimisation
chaos game optimisation
multi-output least-squares support vector regression
particle swarm algorithm
Online Access:https://www.mdpi.com/2076-3417/12/19/9625

Internet

https://www.mdpi.com/2076-3417/12/19/9625

Similar Items