A deep neural network for classification of melt-pool images in metal additive manufacturing
出版年份 2018 全文链接
标题
A deep neural network for classification of melt-pool images in metal additive manufacturing
作者
关键词
-
出版物
JOURNAL OF INTELLIGENT MANUFACTURING
Volume -, Issue -, Pages -
出版商
Springer Nature America, Inc
发表日期
2018-10-17
DOI
10.1007/s10845-018-1451-6
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。- Online quality inspection using Bayesian classification in powder-bed additive manufacturing from high-resolution visual camera images
- (2018) Masoumeh Aminzadeh et al. JOURNAL OF INTELLIGENT MANUFACTURING
- Real-Time Composition Monitoring Using Support Vector Regression of Laser-Induced Plasma for Laser Additive Manufacturing
- (2017) Lijun Song et al. IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS
- Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks
- (2017) Shaoqing Ren et al. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
- Influence of processing parameters on creep and recovery behavior of FDM manufactured part using definitive screening design and ANN
- (2017) Omar Ahmed Mohamed et al. RAPID PROTOTYPING JOURNAL
- Laser powder-bed fusion additive manufacturing: Physics of complex melt flow and formation mechanisms of pores, spatter, and denudation zones
- (2016) Saad A. Khairallah et al. ACTA MATERIALIA
- Overview of Materials Qualification Needs for Metal Additive Manufacturing
- (2016) Mohsen Seifi et al. JOM
- Computer Vision and Machine Learning for Autonomous Characterization of AM Powder Feedstocks
- (2016) Brian L. DeCost et al. JOM
- Evaluation of genetic programming-based models for simulating bead dimensions in wire and arc additive manufacturing
- (2016) Biranchi Panda et al. JOURNAL OF INTELLIGENT MANUFACTURING
- Effects of laser processing parameters on thermal behavior and melting/solidification mechanism during selective laser melting of TiC/Inconel 718 composites
- (2016) Qimin Shi et al. OPTICS AND LASER TECHNOLOGY
- Thermographic measurements of the commercial laser powder bed fusion process at NIST
- (2016) Brandon Lane et al. RAPID PROTOTYPING JOURNAL
- Developing a mapping from affective words to design parameters for affective design of apparel products
- (2016) Yu Zhao et al. TEXTILE RESEARCH JOURNAL
- Review of in-situ process monitoring and in-situ metrology for metal additive manufacturing
- (2016) Sarah K. Everton et al. MATERIALS & DESIGN
- WPD-PCA-Based Laser Welding Process Monitoring and Defects Diagnosis by Using FNN and SVM
- (2015) Deyong You et al. IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS
- Build orientation optimization for multi-part production in additive manufacturing
- (2015) Yicha Zhang et al. JOURNAL OF INTELLIGENT MANUFACTURING
- Parametric appraisal and optimization in machining of CFRP composites by using TLBO (teaching–learning based optimization algorithm)
- (2015) Kumar Abhishek et al. JOURNAL OF INTELLIGENT MANUFACTURING
- Laser power based surface characteristics models for 3-D printing process
- (2015) A. Garg et al. JOURNAL OF INTELLIGENT MANUFACTURING
- Tool-wear prediction and pattern-recognition using artificial neural network and DNA-based computing
- (2015) Doriana M. D’Addona et al. JOURNAL OF INTELLIGENT MANUFACTURING
- Statistical modeling and optimization of resistance spot welding process parameters using neural networks and multi-objective genetic algorithm
- (2014) Hamed Pashazadeh et al. JOURNAL OF INTELLIGENT MANUFACTURING
- Artificial intelligence based system to improve the inspection of plastic mould surfaces
- (2014) André. F. H. Librantz et al. JOURNAL OF INTELLIGENT MANUFACTURING
- An inverse model for injection molding of optical lens using artificial neural network coupled with genetic algorithm
- (2014) Kuo-Ming Tsai et al. JOURNAL OF INTELLIGENT MANUFACTURING
- Automated thermal fuse inspection using machine vision and artificial neural networks
- (2014) Te-Hsiu Sun et al. JOURNAL OF INTELLIGENT MANUFACTURING
- A Review on Process Monitoring and Control in Metal-Based Additive Manufacturing
- (2014) Gustavo Tapia et al. JOURNAL OF MANUFACTURING SCIENCE AND ENGINEERING-TRANSACTIONS OF THE ASME
- Defect generation and propagation mechanism during additive manufacturing by selective beam melting
- (2014) A. Bauereiß et al. JOURNAL OF MATERIALS PROCESSING TECHNOLOGY
- Bead geometry prediction for robotic GMAW-based rapid manufacturing through a neural network and a second-order regression analysis
- (2012) Jun Xiong et al. JOURNAL OF INTELLIGENT MANUFACTURING
Discover Peeref hubs
Discuss science. Find collaborators. Network.
Join a conversationCreate your own webinar
Interested in hosting your own webinar? Check the schedule and propose your idea to the Peeref Content Team.
Create Now