Deformation Intelligent Prediction of Titanium Alloy Plate Forming Based on BP Neural Network and Sparrow Search Algorithm

Deformation Intelligent Prediction of Titanium Alloy Plate Forming Based on BP Neural Network and Sparrow Search Algorithm

The application of titanium alloy in shipbuilding can reduce ship weight and carbon emissions. To solve the problem of titanium alloy forming, the deformation prediction of titanium alloy line heating based on a backpropagation (BP) neural network and sparrow search algorithm (SSA) was researched. B...

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Bibliographic Details
Main Authors: Shun Wang, Jiayan Wang, Zhikang Xu, Ji Wang, Rui Li, Jinliang Dai
Format: Article
Language:English
Published: MDPI AG 2024-01-01
Series:Journal of Marine Science and Engineering
Subjects:
lightweight ships
intelligent manufacturing
titanium alloy
hull plate
BP neural network
Online Access:https://www.mdpi.com/2077-1312/12/2/255

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