In-process Monitoring of Selective Laser Melting: Spatial Detection of Defects via Image Data Analysis
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Quirico Semeraro | Bianca Maria Colosimo | Marco Luigi Grasso | Q. Semeraro | B. Colosimo | M. Grasso | Vittorio Laguzza | Vittorio Laguzza
[1] Jaime A. Camelio,et al. A Review and Perspective on Control Charting with Image Data , 2011 .
[2] Johannes Schilp,et al. Investigations on Temperature Fields during Laser Beam Melting by Means of Process Monitoring and Multiscale Process Modelling , 2014 .
[3] Lei Xu,et al. Bayesian Ying-Yang machine, clustering and number of clusters , 1997, Pattern Recognit. Lett..
[4] Trevor Hastie,et al. The Elements of Statistical Learning , 2001 .
[5] Alejandro F. Frangi,et al. Two-dimensional PCA: a new approach to appearance-based face representation and recognition , 2004 .
[6] David Z. Zhang,et al. Additive manufacturing: A framework for implementation , 2014 .
[7] Lai‐Chang Zhang,et al. Selective Laser Melting of Titanium Alloys and Titanium Matrix Composites for Biomedical Applications: A Review , 2016 .
[8] John A. Hartigan,et al. Clustering Algorithms , 1975 .
[9] Massimo Pacella,et al. On the use of principal component analysis to identify systematic patterns in roundness profiles , 2007, Qual. Reliab. Eng. Int..
[10] I. Jolliffe. Principal Component Analysis , 2002 .
[11] Jieping Ye,et al. GPCA: an efficient dimension reduction scheme for image compression and retrieval , 2004, KDD.
[12] William H. Woodall,et al. Statistical monitoring of nonlinear product and process quality profiles , 2007, Qual. Reliab. Eng. Int..
[13] Vijayan K. Asari,et al. An improved face recognition technique based on modular PCA approach , 2004, Pattern Recognit. Lett..
[14] Jan Bültmann,et al. Design of an Optical system for the In Situ Process Monitoring of Selective Laser Melting (SLM) , 2011 .
[15] Jean-Pierre Kruth,et al. Determination of geometrical factors in Layerwise Laser Melting using optical process monitoring , 2011 .
[16] G. Tapia,et al. A Review on Process Monitoring and Control in Metal-Based Additive Manufacturing , 2014 .
[17] Sergey N. Grigoriev,et al. Comprehensive Optical Monitoring of Selective Laser Melting , 2012 .
[18] Massimo Pacella,et al. Profile monitoring via sensor fusion: the use of PCA methods for multi-channel data , 2014 .
[19] Jean-Pierre Kruth,et al. In situ quality control of the selective laser melting process using a high-speed, real-time melt pool monitoring system , 2014 .
[20] Fred A. Hamprecht,et al. Principal Component Imagery for the Quality Monitoring of Dynamic Laser Welding Processes , 2009, IEEE Transactions on Industrial Electronics.
[21] T. Caliński,et al. A dendrite method for cluster analysis , 1974 .
[22] Jean-Pierre Kruth,et al. Feedback control of Layerwise Laser Melting using optical sensors , 2010 .
[23] Dorian Schneider,et al. High resolution imaging for inspection of Laser Beam Melting systems , 2013, 2013 IEEE International Instrumentation and Measurement Technology Conference (I2MTC).
[24] William E. Frazier,et al. Metal Additive Manufacturing: A Review , 2014, Journal of Materials Engineering and Performance.
[25] Jean-Pierre Kruth,et al. Optimization of Scan Strategies in Selective Laser Melting of Aluminum Parts With Downfacing Areas , 2014 .
[26] E. O. Olakanmi,et al. A review on selective laser sintering/melting (SLS/SLM) of aluminium alloy powders: Processing, microstructure, and properties , 2015 .
[27] John F. MacGregor,et al. Multivariate SPC charts for monitoring batch processes , 1995 .
[28] Timothy J Horn,et al. Overview of Current Additive Manufacturing Technologies and Selected Applications , 2012, Science progress.
[29] H. Kiers. Towards a standardized notation and terminology in multiway analysis , 2000 .
[30] P. Fränti,et al. Sum-of-Squares Based Cluster Validity Index and Significance Analysis , 2009, ICANNGA.
[31] Fei Chang,et al. Selective Laser Melting Additive Manufacturing of Novel Aluminum Based Composites With Multiple Reinforcing Phases , 2015 .
[32] J. Shan,et al. Principal Component Analysis for Hyperspectral Image Classification , 2002 .
[33] Douglas C. Montgomery,et al. Introduction to Statistical Quality Control , 1986 .
[34] R. Groppetti,et al. Three-dimensional surface topography segmentation through clustering , 2007 .
[35] S. Qin,et al. Selection of the Number of Principal Components: The Variance of the Reconstruction Error Criterion with a Comparison to Other Methods† , 1999 .
[36] William H. Woodall,et al. Distribution of Hotelling's T2 Statistic Based on the Successive Differences Estimator , 2006 .
[37] David W. Rosen,et al. Additive Manufacturing Technologies: Rapid Prototyping to Direct Digital Manufacturing , 2009 .
[38] Richard A. Johnson,et al. Applied Multivariate Statistical Analysis , 1983 .
[39] Christian Coddet,et al. Selective Laser Melting of Iron Powder: Observation of Melting Mechanism and Densification Behavior Via Point-Track-Surface-Part Research , 2016 .