Hyperparameter optimization strategy of multilayer perceptron model for injection molding quality prediction
Author:
Publisher
Springer Science and Business Media LLC
Link
https://link.springer.com/content/pdf/10.1007/s00170-024-13228-0.pdf
Reference36 articles.
1. Huang MS, Ke KC, Liu CY (2021) Cavity pressure-based holding pressure adjustment for enhancing the consistency of injection molding quality. J Appl Polym Sci 138:50357(1–10).
2. Nian SC, Fang YC, Huang MS (2019) In-mold and machine sensing and feature extraction for optimized IC-tray manufacturing. Polymers 11:1348–1362
3. Zhang J, Zhao P, Zhao Y, Huang J, Xia N, Fu J (2019) On-line measurement of cavity pressure during injection molding via ultrasonic investigation of tie bar. Sens Actuators Phys 285:118–126
4. Lin CC, Wang WT, Kuo CC, Wu CL (2014) Experimental and theoretical study of melt viscosity in injection process. Int J Mech Mecha Eng 8:1–5
5. Wang J, Peng J, Yang W (2011) Filling-to-packing switchover mode based on cavity temperature for injection molding. Polym-Plast Technol Eng 50:1273–1280
Cited by 1 articles. 订阅此论文施引文献 订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献
1. Cross-machine predictions of the quality of injection-molded parts by combining machine learning, quality indices, and a transfer model;The International Journal of Advanced Manufacturing Technology;2024-06-27
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线，采集、加工和组织学术论文而形成的新型学术文献查询和分析系统，可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容，当前同舟云学术共收录了国内外主流学术期刊6万余种，收集的期刊论文及会议论文总量共计约1.5亿篇，并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询！咨询电话：010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3