4.7 Article

Metal-based additive manufacturing condition monitoring methods: From measurement to control

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。
Article Engineering, Mechanical

Quality assurance in metal powder bed fusion via deep-learning-based image classification

Maximilian Hugo Kunkel et al.

RAPID PROTOTYPING JOURNAL (2020)

Article Computer Science, Artificial Intelligence

A deep neural network for classification of melt-pool images in metal additive manufacturing

Ohyung Kwon et al.

JOURNAL OF INTELLIGENT MANUFACTURING (2020)

Article Automation & Control Systems

Distributed Temperature Control in Laser-Based Manufacturing

Chengjian Zheng et al.

JOURNAL OF DYNAMIC SYSTEMS MEASUREMENT AND CONTROL-TRANSACTIONS OF THE ASME (2020)

Article Engineering, Electrical & Electronic

Real-Time Observation of Melt Pool in Selective Laser Melting: Spatial, Temporal, and Wavelength Resolution Criteria

Luca Mazzoleni et al.

IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT (2020)

Review Engineering, Mechanical

Non-destructive quality control methods in additive manufacturing: a survey

Paschalis Charalampous et al.

RAPID PROTOTYPING JOURNAL (2020)

Article Automation & Control Systems

Powder-Bed Fusion Process Monitoring by Machine Vision With Hybrid Convolutional Neural Networks

Yingjie Zhang et al.

IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS (2020)

Article Mathematics, Interdisciplinary Applications

Adaptive wavelet compression of large additive manufacturing experimental and simulation datasets

Maher Salloum et al.

COMPUTATIONAL MECHANICS (2019)

Article Computer Science, Artificial Intelligence

Online quality inspection using Bayesian classification in powder-bed additive manufacturing from high-resolution visual camera images

Masoumeh Aminzadeh et al.

JOURNAL OF INTELLIGENT MANUFACTURING (2019)

Article Engineering, Industrial

In-situ monitoring of melt pool images for porosity prediction in directed energy deposition processes

Mojtaba Khanzadeh et al.

IISE TRANSACTIONS (2019)

Article Engineering, Manufacturing

In Situ Additive Manufacturing Process Monitoring With an Acoustic Technique: Clustering Performance Evaluation Using K-Means Algorithm

Hossein Taheri et al.

JOURNAL OF MANUFACTURING SCIENCE AND ENGINEERING-TRANSACTIONS OF THE ASME (2019)

Article Automation & Control Systems

Robust multivariable predictive control for laser-aided powder deposition processes

Xiaoqing Cao et al.

JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS (2019)

Article Engineering, Industrial

Machine learning-based image processing for on-line defect recognition in additive manufacturing

Alessandra Caggiano et al.

CIRP ANNALS-MANUFACTURING TECHNOLOGY (2019)

Article Engineering, Industrial

Geometrical metrology for metal additive manufacturing

R. K. Leach et al.

CIRP ANNALS-MANUFACTURING TECHNOLOGY (2019)

Article Automation & Control Systems

The effect of primary processing parameters on surface roughness in laser powder bed additive manufacturing

Bo Whip et al.

INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY (2019)

Article Engineering, Manufacturing

Layer-Wise Modeling and Anomaly Detection for Laser-Based Additive Manufacturing

Seyyed Hadi Seifi et al.

JOURNAL OF MANUFACTURING SCIENCE AND ENGINEERING-TRANSACTIONS OF THE ASME (2019)

Article Automation & Control Systems

Deep Learning for In Situ and Real-Time Quality Monitoring in Additive Manufacturing Using Acoustic Emission

Sergey A. Shevchik et al.

IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS (2019)

Article Engineering, Manufacturing

Deep Learning of Variant Geometry in Layerwise Imaging Profiles for Additive Manufacturing Quality Control

Farhad Imani et al.

JOURNAL OF MANUFACTURING SCIENCE AND ENGINEERING-TRANSACTIONS OF THE ASME (2019)

Article Computer Science, Interdisciplinary Applications

Toward Feedback Control for Additive Manufacturing Processes Via Enriched Analytical Solutions

John C. Steuben et al.

JOURNAL OF COMPUTING AND INFORMATION SCIENCE IN ENGINEERING (2019)

Article Engineering, Manufacturing

Layerwise Anomaly Detection in Laser Powder-Bed Fusion Metal Additive Manufacturing

Mohamad Mahmoudi et al.

JOURNAL OF MANUFACTURING SCIENCE AND ENGINEERING-TRANSACTIONS OF THE ASME (2019)

Article Materials Science, Multidisciplinary

In Situ Quality Monitoring in AM Using Acoustic Emission: A Reinforcement Learning Approach

K. Wasmer et al.

JOURNAL OF MATERIALS ENGINEERING AND PERFORMANCE (2019)

Article Engineering, Mechanical

Convolutional neural network-based inspection of metal additive manufacturing parts

Binbin Zhang et al.

RAPID PROTOTYPING JOURNAL (2019)

Proceedings Paper Engineering, Manufacturing

A Framework for Optimizing Process Parameters in Powder Bed Fusion (PBF) Process Using Artificial Neural Network (ANN)

Mallikharjun Marrey et al.

47TH SME NORTH AMERICAN MANUFACTURING RESEARCH CONFERENCE (NAMRC 47) (2019)

Article Engineering, Manufacturing

In situ measurement of part geometries in layer images from laser beam melting processes

Joschka zur Jacobsmuehlen et al.

PROGRESS IN ADDITIVE MANUFACTURING (2019)

Article Engineering, Manufacturing

Deep Learning for Distortion Prediction in Laser-Based Additive Manufacturing using Big Data

Jack Francis et al.

MANUFACTURING LETTERS (2019)

Review Automation & Control Systems

Common defects and contributing parameters in powder bed fusion AM process and their classification for online monitoring and control: a review

Ehsan Malekipour et al.

INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY (2018)

Article Automation & Control Systems

Gaussian process-based surrogate modeling framework for process planning in laser powder-bed fusion additive manufacturing of 316L stainless steel

Gustavo Tapia et al.

INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY (2018)

Article Materials Science, Multidisciplinary

Fluid and particle dynamics in laser powder bed fusion

P. Bidare et al.

ACTA MATERIALIA (2018)

Article Automation & Control Systems

Defect detection in selective laser melting technology by acoustic signals with deep belief networks

Dongsen Ye et al.

INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY (2018)

Article Engineering, Manufacturing

Multifractal Analysis of Image Profiles for the Characterization and Detection of Defects in Additive Manufacturing

Bing Yao et al.

JOURNAL OF MANUFACTURING SCIENCE AND ENGINEERING-TRANSACTIONS OF THE ASME (2018)

Article Engineering, Manufacturing

Sensor-Based Build Condition Monitoring in Laser Powder Bed Fusion Additive Manufacturing Process Using a Spectral Graph Theoretic Approach

Mohammad Montazeri et al.

JOURNAL OF MANUFACTURING SCIENCE AND ENGINEERING-TRANSACTIONS OF THE ASME (2018)

Article Engineering, Manufacturing

Process Mapping and In-Process Monitoring of Porosity in Laser Powder Bed Fusion Using Layerwise Optical Imaging

Farhad Imani et al.

JOURNAL OF MANUFACTURING SCIENCE AND ENGINEERING-TRANSACTIONS OF THE ASME (2018)

Article Engineering, Industrial

Porosity prediction: Supervised-learning of thermal history for direct laser deposition

Mojtaba Khanzadeh et al.

JOURNAL OF MANUFACTURING SYSTEMS (2018)

Article Nanoscience & Nanotechnology

Correlation between process parameters, microstructure and properties of 316 L stainless steel processed by selective laser melting

Tomasz Kurzynowski et al.

MATERIALS SCIENCE AND ENGINEERING A-STRUCTURAL MATERIALS PROPERTIES MICROSTRUCTURE AND PROCESSING (2018)

Review Materials Science, Multidisciplinary

Additive manufacturing of metallic components - Process, structure and properties

T. DebRoy et al.

PROGRESS IN MATERIALS SCIENCE (2018)

Article Computer Science, Interdisciplinary Applications

In situ monitoring of selective laser melting of zinc powder via infrared imaging of the process plume

M. Grasso et al.

ROBOTICS AND COMPUTER-INTEGRATED MANUFACTURING (2018)

Article Materials Science, Multidisciplinary

Process optimization and mechanical property evolution of AlSiMg0.75 by selective laser melting

Yuchao Bai et al.

MATERIALS & DESIGN (2018)

Article Materials Science, Multidisciplinary

Extraction and evaluation of melt pool, plume and spatter information for powder-bed fusion AM process monitoring

Yingjie Zhang et al.

MATERIALS & DESIGN (2018)

Proceedings Paper Physics, Applied

In-situ Acoustic Signature Monitoring in Additive Manufacturing Processes

Lucas W. Koester et al.

44TH ANNUAL REVIEW OF PROGRESS IN QUANTITATIVE NONDESTRUCTIVE EVALUATION, VOL 37 (2018)

Article Automation & Control Systems

Defects monitoring of laser metal deposition using acoustic emission sensor

Haythem Gaja et al.

INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY (2017)

Article Automation & Control Systems

Influence of scan strategy and process parameters on microstructure and its optimization in additively manufactured nickel alloy 625 via laser powder bed fusion

Yigit M. Arisoy et al.

INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY (2017)

Review Engineering, Industrial

A review on measurement science needs for real-time control of additive manufacturing metal powder bed fusion processes

Mahesh Mani et al.

INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH (2017)

Article Engineering, Manufacturing

In-Process Monitoring of Selective Laser Melting: Spatial Detection of Defects Via Image Data Analysis

Marco Grasso et al.

JOURNAL OF MANUFACTURING SCIENCE AND ENGINEERING-TRANSACTIONS OF THE ASME (2017)

Article Materials Science, Multidisciplinary

Wavelet analysis of light emission signals in laser beam welding

Farzad Vakili-Farahani et al.

JOURNAL OF LASER APPLICATIONS (2017)

Article Engineering, Manufacturing

An Extended Lumped-Parameter Model of Melt-Pool Geometry to Predict Part Height for Directed Energy Deposition

Jianyi Li et al.

JOURNAL OF MANUFACTURING SCIENCE AND ENGINEERING-TRANSACTIONS OF THE ASME (2017)

Review Engineering, Multidisciplinary

Process defects and in situ monitoring methods in metal powder bed fusion: a review

Marco Grasso et al.

MEASUREMENT SCIENCE AND TECHNOLOGY (2017)

Review Green & Sustainable Science & Technology

Process Monitoring and Inspection Systems in Metal Additive Manufacturing: Status and Applications

Zhong Yang Chua et al.

INTERNATIONAL JOURNAL OF PRECISION ENGINEERING AND MANUFACTURING-GREEN TECHNOLOGY (2017)

Article Materials Science, Multidisciplinary

Spatter formation in selective laser melting process using multi-laser technology

Mohsen Taheri Andani et al.

MATERIALS & DESIGN (2017)

Article Engineering, Industrial

Laser based additive manufacturing in industry and academia

Michael Schmidt et al.

CIRP ANNALS-MANUFACTURING TECHNOLOGY (2017)

Review Engineering, Mechanical

Defect Formation Mechanisms in Selective Laser Melting: A Review

Bi Zhang et al.

CHINESE JOURNAL OF MECHANICAL ENGINEERING (2017)

Article Automation & Control Systems

Real-time control of microstructure in laser additive manufacturing

Mohammad H. Farshidianfar et al.

INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY (2016)

Article Engineering, Industrial

In situ morphology-based defect detection of selective laser melting through inline coherent imaging

Jordan A. Kanko et al.

JOURNAL OF MATERIALS PROCESSING TECHNOLOGY (2016)

Article Engineering, Industrial

Spatially resolved acoustic spectroscopy for selective laser melting

Richard J. Smith et al.

JOURNAL OF MATERIALS PROCESSING TECHNOLOGY (2016)

Article Engineering, Mechanical

Parametric analysis of SLM using comprehensive optical monitoring

Maria Doubenskaia et al.

RAPID PROTOTYPING JOURNAL (2016)

Article Engineering, Mechanical

Study on shrinkage behaviour of laser sintered PA 3200GF specimens using RSM and ANN

Sushant Negi et al.

RAPID PROTOTYPING JOURNAL (2016)

Review Materials Science, Multidisciplinary

Review of in-situ process monitoring and in-situ metrology for metal additive manufacturing

Sarah K. Everton et al.

MATERIALS & DESIGN (2016)

Review Engineering, Manufacturing

In-process sensing in selective laser melting (SLM) additive manufacturing

Thomas G. Spears et al.

INTEGRATING MATERIALS AND MANUFACTURING INNOVATION (2016)

Proceedings Paper Optics

Multiple Sensor Detection of Process Phenomena in Laser Powder Bed Fusion

Brandon Lane et al.

THERMOSENSE: THERMAL INFRARED APPLICATIONS XXXVIII (2016)

Article Engineering, Industrial

Formation and reduction of hydrogen porosity during selective laser melting of AlSi10Mg

Christian Weingarten et al.

JOURNAL OF MATERIALS PROCESSING TECHNOLOGY (2015)

Article Materials Science, Multidisciplinary

Investigation into spatter behavior during selective laser melting of AISI 316L stainless steel powder

Yang Liu et al.

MATERIALS & DESIGN (2015)

Proceedings Paper Physics, Applied

Process Monitoring of Additive Manufacturing by Using Optical Tomography

Guenter Zenzinger et al.

41ST ANNUAL REVIEW OF PROGRESS IN QUANTITATIVE NONDESTRUCTIVE EVALUATION, VOL 34 (2015)

Proceedings Paper Physics, Applied

Ultrasonic Online Monitoring of Additive Manufacturing Processes Based on Selective Laser Melting

Hans Rieder et al.

41ST ANNUAL REVIEW OF PROGRESS IN QUANTITATIVE NONDESTRUCTIVE EVALUATION, VOL 34 (2015)

Article Automation & Control Systems

In situ quality control of the selective laser melting process using a high-speed, real-time melt pool monitoring system

S. Clijsters et al.

INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY (2014)

Article Materials Science, Multidisciplinary

Investigation on reducing distortion by preheating during manufacture of aluminum components using selective laser melting

Damien Buchbinder et al.

JOURNAL OF LASER APPLICATIONS (2014)

Review Engineering, Manufacturing

A Review on Process Monitoring and Control in Metal-Based Additive Manufacturing

Gustavo Tapia et al.

JOURNAL OF MANUFACTURING SCIENCE AND ENGINEERING-TRANSACTIONS OF THE ASME (2014)

Article Engineering, Industrial

Investigation of laser consolidation process for metal powder by two-color pyrometer and high-speed video camera

Tatsuaki Furumoto et al.

CIRP ANNALS-MANUFACTURING TECHNOLOGY (2013)

Article Engineering, Mechanical

Investigation of plasma spectra during selective laser micro sintering Cu-based metal powder

Dai Cheng et al.

RAPID PROTOTYPING JOURNAL (2013)

Proceedings Paper Chemistry, Physical

New strategies for powder compaction in powder-based rapid prototyping techniques

A. Budding et al.

PROCEEDINGS OF THE SEVENTEENTH CIRP CONFERENCE ON ELECTRO PHYSICAL AND CHEMICAL MACHINING (ISEM) (2013)

Article Automation & Control Systems

Control of melt pool temperature and deposition height during direct metal deposition process

Lijun Song et al.

INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY (2012)

Article Automation & Control Systems

Balling behavior of stainless steel and nickel powder during selective laser melting process

Ruidi Li et al.

INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY (2012)

Review Materials Science, Multidisciplinary

Laser additive manufacturing of metallic components: materials, processes and mechanisms

D. D. Gu et al.

INTERNATIONAL MATERIALS REVIEWS (2012)

Article Engineering, Mechanical

Effect of selective laser melting layout on the quality of stainless steel parts

S. Dadbakhsh et al.

RAPID PROTOTYPING JOURNAL (2012)

Proceedings Paper Physics, Applied

Detection of process failures in Layerwise Laser Melting with optical process monitoring

Tom Craeghs et al.

LASER ASSISTED NET SHAPE ENGINEERING 7 (LANE 2012) (2012)

Article Automation & Control Systems

Feedback Control of Melt Pool Temperature During Laser Cladding Process

Lijun Song et al.

IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY (2011)

Article Physics, Fluids & Plasmas

Spectral Property Investigation of Air Plasma Generated by Pulsed CO2 Laser

Jian Tang et al.

IEEE TRANSACTIONS ON PLASMA SCIENCE (2011)

Article Engineering, Manufacturing

Layer-to-Layer Height Control for Laser Metal Deposition Process

Lie Tang et al.

JOURNAL OF MANUFACTURING SCIENCE AND ENGINEERING-TRANSACTIONS OF THE ASME (2011)

Article Automation & Control Systems

Optimizing process parameters for selective laser sintering based on neural network and genetic algorithm

Wang Rong-Ji et al.

INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY (2009)

Article Engineering, Mechanical

Top surface and side roughness of Inconel 625 parts processed using selective laser melting

Kamran Mumtaz et al.

RAPID PROTOTYPING JOURNAL (2009)

Article Engineering, Manufacturing

Geometry control of the deposited layer in a nonplanar laser cladding process using a variable structure controller

Alireza Fathi et al.

JOURNAL OF MANUFACTURING SCIENCE AND ENGINEERING-TRANSACTIONS OF THE ASME (2008)

Article Automation & Control Systems

Melt pool temperature control using LabVIEW in Nd:YAG laser blown powder cladding process

D. Salehi et al.

INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY (2006)

Article Computer Science, Artificial Intelligence

A performance evaluation of local descriptors

K Mikolajczyk et al.

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE (2005)

Article Engineering, Industrial

Microstructure and texture evolution during solidification processing of Ti-6Al-4V

PA Kobryn et al.

JOURNAL OF MATERIALS PROCESSING TECHNOLOGY (2003)

Article Engineering, Manufacturing

Sensing, modeling and control for laser-based additive manufacturing

DM Hu et al.

INTERNATIONAL JOURNAL OF MACHINE TOOLS & MANUFACTURE (2003)

Article Engineering, Manufacturing

A study on shrinkage compensation of the SLS process by using the Taguchi method

HJ Yang et al.

INTERNATIONAL JOURNAL OF MACHINE TOOLS & MANUFACTURE (2002)

Review Computer Science, Artificial Intelligence

Color image segmentation: advances and prospects

HD Cheng et al.

PATTERN RECOGNITION (2001)