Using regression models for predicting the product quality in a tubing extrusion process
出版年份 2018 全文链接
标题
Using regression models for predicting the product quality in a tubing extrusion process
作者
关键词
Regression models, Extrusion process, Product quality prediction, Support vector regression, K nearest-neighbor
出版物
JOURNAL OF INTELLIGENT MANUFACTURING
Volume -, Issue -, Pages -
出版商
Springer Nature
发表日期
2018-03-31
DOI
10.1007/s10845-018-1418-7
参考文献
相关参考文献
注意：仅列出部分参考文献，下载原文获取全部文献信息。- Deep learning for smart manufacturing: Methods and applications
- (2018) Jinjiang Wang et al. JOURNAL OF MANUFACTURING SYSTEMS
- The use of artificial intelligence combiners for modeling steel pitting risk and corrosion rate
- (2017) Jui-Sheng Chou et al. ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE
- A Comparative Study on Machine Learning Algorithms for Smart Manufacturing: Tool Wear Prediction Using Random Forests
- (2017) Dazhong Wu et al. JOURNAL OF MANUFACTURING SCIENCE AND ENGINEERING-TRANSACTIONS OF THE ASME
- Feedback-control operators for improved Pareto-set description: Application to a polymer extrusion process
- (2015) Eduardo G. Carrano et al. ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE
- Data-Based Techniques Focused on Modern Industry: An Overview
- (2015) Shen Yin et al. IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS
- Simplified Subspaced Regression Network for Identification of Defect Patterns in Semiconductor Wafer Maps
- (2015) Fatima Adly et al. IEEE Transactions on Industrial Informatics
- Expert systems in manufacturing processes using soft computing
- (2015) Dilip Kumar Pratihar INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY
- Feature selection for surface defect classification of extruded aluminum profiles
- (2015) Apostolos Chondronasios et al. INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY
- Nearest neighbor regression in the presence of bad hubs
- (2015) Krisztian Buza et al. KNOWLEDGE-BASED SYSTEMS
- Evolutionary Fuzzy ARTMAP Neural Networks for Classification of Semiconductor Defects
- (2015) Shing Chiang Tan et al. IEEE Transactions on Neural Networks and Learning Systems
- Data-driven method based on particle swarm optimization and k-nearest neighbor regression for estimating capacity of lithium-ion battery
- (2014) Chao Hu et al. APPLIED ENERGY
- Optimization of injection molding process parameters to improve the mechanical performance of polymer product against impact
- (2014) Yingjie Xu et al. INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY
- Large, high-dimensional, heterogeneous multi-sensor data analysis approach for process yield optimization in polymer film industry
- (2014) Michael Kohlert et al. NEURAL COMPUTING & APPLICATIONS
- Multiobjective optimization design of porthole extrusion die using Pareto-based genetic algorithm
- (2013) Guoqun Zhao et al. INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY
- Melt index prediction using optimized least squares support vector machines based on hybrid particle swarm optimization algorithm
- (2013) Huaqin Jiang et al. NEUROCOMPUTING
- Probabilistic local reconstruction for k-NN regression and its application to virtual metrology in semiconductor manufacturing
- (2013) Seung-kyung Lee et al. NEUROCOMPUTING
- Melt index prediction by aggregated RBF neural networks trained with chaotic theory
- (2013) Zeyin Zhang et al. NEUROCOMPUTING
- Automatic Defect Detection on Hot-Rolled Flat Steel Products
- (2012) Santanu Ghorai et al. IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT
- An affine invariant k-nearest neighbor regression estimate
- (2012) Gérard Biau et al. JOURNAL OF MULTIVARIATE ANALYSIS
- A review of data mining applications for quality improvement in manufacturing industry
- (2011) Gülser Köksal et al. EXPERT SYSTEMS WITH APPLICATIONS
- A support vector regression based prediction model of affective responses for product form design
- (2010) Chih-Chieh Yang et al. COMPUTERS & INDUSTRIAL ENGINEERING
- Mining manufacturing data for discovery of high productivity process characteristics
- (2010) Salim Charaniya et al. JOURNAL OF BIOTECHNOLOGY
- Application of fuzzy-based Taguchi method to the optimization of extrusion of magnesium alloy bicycle carriers
- (2010) Su-Hai Hsiang et al. JOURNAL OF INTELLIGENT MANUFACTURING
- Modeling of Soldering Quality by Using Artificial Neural Networks
- (2009) M. Liukkonen et al. IEEE TRANSACTIONS ON ELECTRONICS PACKAGING MANUFACTURING
- Data mining in manufacturing: a review based on the kind of knowledge
- (2008) A. K. Choudhary et al. JOURNAL OF INTELLIGENT MANUFACTURING
Publish scientific posters with Peeref
Peeref publishes scientific posters from all research disciplines. Our Diamond Open Access policy means free access to content and no publication fees for authors.
Learn MoreAsk a Question. Answer a Question.
Quickly pose questions to the entire community. Debate answers and get clarity on the most important issues facing researchers.
Get Started