共 17 条
Bi-Directional Prediction Model for Hot Pressing Production Parameters and Quality of High-Performance Bamboo-Based Fiber Composites Based on cHGWOSCA-SVR
被引:0
作者:

Ding, Yucheng
论文数: 0 引用数: 0
h-index: 0
机构:
Northeast Forestry Univ, Coll Comp & Control Engn, Harbin 150040, Peoples R China Northeast Forestry Univ, Coll Comp & Control Engn, Harbin 150040, Peoples R China

Zhang, Jiawei
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h-index: 0
机构:
Northeast Forestry Univ, Coll Comp & Control Engn, Harbin 150040, Peoples R China Northeast Forestry Univ, Coll Comp & Control Engn, Harbin 150040, Peoples R China

Meng, Fanwei
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h-index: 0
机构:
Northeast Forestry Univ, Coll Mech & Elect Engn, Harbin 150040, Peoples R China Northeast Forestry Univ, Coll Comp & Control Engn, Harbin 150040, Peoples R China

Tan, Shaolin
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h-index: 0
机构:
Northeast Forestry Univ, Coll Mech & Elect Engn, Harbin 150040, Peoples R China Northeast Forestry Univ, Coll Comp & Control Engn, Harbin 150040, Peoples R China

Xu, Qinguo
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h-index: 0
机构:
Northeast Forestry Univ, Coll Mech & Elect Engn, Harbin 150040, Peoples R China Northeast Forestry Univ, Coll Comp & Control Engn, Harbin 150040, Peoples R China

Yang, Chunmei
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h-index: 0
机构:
Northeast Forestry Univ, Coll Mech & Elect Engn, Harbin 150040, Peoples R China Northeast Forestry Univ, Coll Comp & Control Engn, Harbin 150040, Peoples R China

Yu, Wenji
论文数: 0 引用数: 0
h-index: 0
机构:
Chinese Acad Forestry, Beijing 100080, Peoples R China Northeast Forestry Univ, Coll Comp & Control Engn, Harbin 150040, Peoples R China
机构:
[1] Northeast Forestry Univ, Coll Comp & Control Engn, Harbin 150040, Peoples R China
[2] Northeast Forestry Univ, Coll Mech & Elect Engn, Harbin 150040, Peoples R China
[3] Chinese Acad Forestry, Beijing 100080, Peoples R China
来源:
APPLIED SCIENCES-BASEL
|
2024年
/
14卷
/
15期
关键词:
bamboo-based fiber composite;
bi-directional prediction model;
production parameters;
boards quality;
D O I:
10.3390/app14156691
中图分类号:
O6 [化学];
学科分类号:
0703 ;
摘要:
In the hot press process of high-performance bamboo-based fiber composites, there is a highly nonlinear relationship between the production parameters of hot press and the quality parameters of the finished boards. Consequently, it is challenging to accurately predict the quality of the boards based on the given production parameters, and it is equally difficult to preset the production parameters to achieve the desired board quality. The current approach relies on manual experience, which may result in subpar board quality and material waste. To address these issues, this paper proposes a bi-directional prediction model based on cHGWO-SCA-SVR, using the collaboration-based hybrid GWO-SCA optimizer to optimize the relevant parameters of the SVR, and then accurately predicting the production parameters and the quality of the finished boards in both directions. Finally the cHGWO-SCA-SVR prediction model achieves an average R2 of 0.9591 for the forward prediction model and lower MAE and MSE values compared to other models; for the reverse prediction model, it attains an average R2 of 0.9553 and lower MAE and MSE values compared to other models. The results demonstrate the superiority of the cHGWO-SCA-SVR prediction model in comparison with other existing models, proving its significance in guiding the production of high-performance bamboo-based fiber composites by hot compression.
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- [2] A collaboration-based hybrid GWO-SCA optimizer for engineering optimization problems[J]. EXPERT SYSTEMS WITH APPLICATIONS, 2023, 213Duan, Yuchen论文数: 0 引用数: 0 h-index: 0机构: Nanjing Univ Informat Sci & Technol, Sch Management Sci & Engn, Nanjing, Peoples R China Nanjing Univ Informat Sci & Technol, Sch Management Sci & Engn, Nanjing, Peoples R ChinaYu, Xiaobing论文数: 0 引用数: 0 h-index: 0机构: Nanjing Univ Informat Sci & Technol, Sch Management Sci & Engn, Nanjing, Peoples R China Nanjing Univ Informat Sci & Technol, Collaborat Innovat Ctr Forecast & Evaluat Meteorol, Nanjing, Peoples R China Nanjing Univ Informat Sci & Technol, Sch Management Sci & Engn, Nanjing, Peoples R China
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