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Journal of Quality Technology
A Quarterly Journal of Methods, Applications and Related Topics
Volume 46, 2014 - Issue 2
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Articles

From Profile to Surface Monitoring: SPC for Cylindrical Surfaces Via Gaussian Processes

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Ning Ding, Zhen He, Shuguang He & Lisha Song. (2024) Real-time profile monitoring schemes considering covariates using Gaussian process via sensor data. Quality Technology & Quantitative Management 21:1, pages 35-53.
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A. Valeria Quevedo & G. Geoffrey Vining. (2023) A non-linear mixed model approach for detecting outlying profiles. Journal of Quality Technology 55:5, pages 550-565.
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Riccardo Scimone, Tommaso Taormina, Bianca Maria Colosimo, Marco Grasso, Alessandra Menafoglio & Piercesare Secchi. (2022) Statistical Modeling and Monitoring of Geometrical Deviations in Complex Shapes With Application to Additive Manufacturing. Technometrics 64:4, pages 437-456.
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Bianca Maria Colosimo, Marco Grasso, Federica Garghetti & Beatrice Rossi. (2022) Complex geometries in additive manufacturing: A new solution for lattice structure modeling and monitoring. Journal of Quality Technology 54:4, pages 392-414.
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Amirhossein Fallahdizcheh & Chao Wang. (2022) Profile monitoring based on transfer learning of multiple profiles with incomplete samples. IISE Transactions 54:7, pages 643-658.
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Chris J. Oates, Wilfrid S. Kendall & Liam Fleming. (2022) A Statistical Approach to Surface Metrology for 3D-Printed Stainless Steel. Technometrics 64:3, pages 370-383.
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Romina Dastoorian, Lee Wells & Mohammed Shafae. (2022) Assessing the performance of control charts for detecting previously unexplored shift types in high density spatial data. Quality Engineering 34:1, pages 125-141.
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A. Valeria Quevedo & G. Geoffrey Vining. (2022) Online monitoring of nonlinear profiles using a Gaussian process model with heteroscedasticity. Quality Engineering 34:1, pages 58-74.
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Xueqi Zhao & Enrique del Castillo. (2021) An Intrinsic Geometrical Approach for Statistical Process Control of Surface and Manifold Data. Technometrics 63:3, pages 295-312.
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Kai Yang & Peihua Qiu. (2020) Online sequential monitoring of spatio-temporal disease incidence rates. IISE Transactions 52:11, pages 1218-1233.
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Peihua Qiu. (2020) Big Data? Statistical Process Control Can Help!. The American Statistician 74:4, pages 329-344.
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Joonho Bae & Jinkyoo Park. (2020) Count-based change point detection via multi-output log-Gaussian Cox processes. IISE Transactions 52:9, pages 998-1013.
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Enrique del Castillo & Xueqi Zhao. (2020) Rejoinder. Quality Engineering 32:2, pages 176-180.
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Hao Yan, Kamran Paynabar & Massimo Pacella. (2019) Structured Point Cloud Data Analysis Via Regularized Tensor Regression for Process Modeling and Optimization. Technometrics 61:3, pages 385-395.
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Yangyang Zang & Peihua Qiu. (2018) Phase II monitoring of free-form surfaces: An application to 3D printing. Journal of Quality Technology 50:4, pages 379-390.
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Massimo Pacella & Bianca M. Colosimo. (2018) Multilinear principal component analysis for statistical modeling of cylindrical surfaces: a case study. Quality Technology & Quantitative Management 15:4, pages 507-525.
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Bianca M. Colosimo, Qiang Huang, Tirthankar Dasgupta & Fugee Tsung. (2018) Opportunities and challenges of quality engineering for additive manufacturing. Journal of Quality Technology 50:3, pages 233-252.
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Yangyang Zang & Peihua Qiu. (2018) Phase I Monitoring of Spatial Surface Data from 3D Printing. Technometrics 60:2, pages 169-180.
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Bianca Maria Colosimo. (2018) Modeling and monitoring methods for spatial and image data. Quality Engineering 30:1, pages 94-111.
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Peihua Qiu. (2018) Jump regression, image processing, and quality control. Quality Engineering 30:1, pages 137-153.
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Chen Zhang, Yong Lei, Linmiao Zhang & Nan Chen. (2017) Modeling tunnel profile in the presence of coordinate errors: A Gaussian process-based approach. IISE Transactions 49:11, pages 1065-1077.
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Raed Kontar, Shiyu Zhou & John Horst. (2017) Estimation and monitoring of key performance indicators of manufacturing systems using the multi-output Gaussian process. International Journal of Production Research 55:8, pages 2304-2319.
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William H. Woodall. (2017) Bridging the gap between theory and practice in basic statistical process monitoring. Quality Engineering 29:1, pages 2-15.
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Enrique del Castillo, Bianca M. Colosimo & Sam Davanloo Tajbakhsh. (2015) Geodesic Gaussian Processes for the Parametric Reconstruction of a Free-Form Surface. Technometrics 57:1, pages 87-99.
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Articles from other publishers (36)

Yiping Shao, Jun Chen, Xiaoli Gu, Jiansha Lu & Shichang Du. (2024) A novel curved surface profile monitoring approach based on geometrical-spatial joint feature. Journal of Intelligent Manufacturing.
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Fabio Centofanti, Bianca Maria Colosimo, Marco Luigi Grasso, Alessandra Menafoglio, Biagio Palumbo & Simone Vantini. (2023) Robust functional ANOVA with application to additive manufacturing. Journal of the Royal Statistical Society Series C: Applied Statistics 72:5, pages 1210-1234.
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Xueqi Zhao & Enrique del Castillo. (2023) Registration-Free Localization of Defects in Three-Dimensional Parts from Mesh Metrology Data Using Functional Maps. INFORMS Journal on Data Science.
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Chen Zhao, Jun Lv & Shichang Du. (2022) Geometrical deviation modeling and monitoring of 3D surface based on multi-output Gaussian process. Measurement 199, pages 111569.
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Juan Du, Hao Yan, Tzyy-Shuh Chang & Jianjun Shi. (2022) A Tensor Voting-Based Surface Anomaly Classification Approach by Using 3D Point Cloud Data. Journal of Manufacturing Science and Engineering 144:5.
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Xueqi Zhao & Enrique del Castillo. (2022) A registration-free approach for statistical process control of 3D scanned objects via FEM. Precision Engineering 74, pages 247-263.
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Qin Zhou & Peihua Qiu. (2021) Phase I monitoring of serially correlated nonparametric profiles by mixed‐effects modeling. Quality and Reliability Engineering International 38:1, pages 134-152.
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Shiyu Zhou & Yong Chen. 2022. Industrial Data Analytics for Diagnosis and Prognosis. Industrial Data Analytics for Diagnosis and Prognosis 315 326 .
Raed Kontar, Garvesh Raskutti & Shiyu Zhou. (2021) Minimizing Negative Transfer of Knowledge in Multivariate Gaussian Processes: A Scalable and Regularized Approach. IEEE Transactions on Pattern Analysis and Machine Intelligence 43:10, pages 3508-3522.
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Fadel M. Megahed, L. Allison Jones-Farmer, Miao Cai, Steven E. Rigdon & Manar Mohamed. 2021. Frontiers in Statistical Quality Control 13. Frontiers in Statistical Quality Control 13 197 228 .
O. Arda Vanli & Enrique Del Castillo. 2021. Encyclopedia of Systems and Control. Encyclopedia of Systems and Control 2142 2150 .
Giovanni Celano & Philippe Castagliola. (2020) On‐line monitoring of extreme values of geometric profiles in finite horizon processes. Quality and Reliability Engineering International 36:4, pages 1313-1332.
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Bianca M. Colosimo. 2014. Wiley StatsRef: Statistics Reference Online. Wiley StatsRef: Statistics Reference Online 1 7 .
Ji Ding, Qiang Liu, Mingxuan Bai & Pengpeng Sun. (2020) A Multisensor Data Fusion Method Based on Gaussian Process Model for Precision Measurement of Complex Surfaces. Sensors 20:1, pages 278.
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Juan David Rojas & Rubén Darío Guevara Gonzalez. (2020) Spatial MCUSUM Control Chart. Revista Colombiana de Estadística 43:1, pages 49-70.
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Qiang Huang, Yuanxiang Wang, Mingdong Lyu & Weizhi Lin. (2020) Shape Deviation Generator--A Convolution Framework for Learning and Predicting 3-D Printing Shape Accuracy. IEEE Transactions on Automation Science and Engineering, pages 1-15.
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Woojin Cho, Youngrae Kim & Jinkyoo Park. (2020) Hierarchical Anomaly Detection Using a Multioutput Gaussian Process. IEEE Transactions on Automation Science and Engineering 17:1, pages 261-272.
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Romina Dastoorian & Lee Wells. (2020) Gauge capability studies for high-density data: SPC Phase 0. Procedia Manufacturing 48, pages 105-113.
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Chen Zhao, Shichang Du, Yafei Deng, Guilong Li & Delin Huang. (2020) Circular and cylindrical profile monitoring considering spatial correlations. Journal of Manufacturing Systems 54, pages 35-49.
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Yu Jin, Harry Pierson & Haitao Liao. (2019) Scale and Pose-Invariant Feature Quality Inspection for Freeform Geometries in Additive Manufacturing. Journal of Manufacturing Science and Engineering 141:12.
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Chen Zhao, Jun Lv, Shichang Du & Yafei Deng. (2019) Geometric Error Modeling and Monitoring of the 3D Surface by Gaussian Correlation Model. Geometric Error Modeling and Monitoring of the 3D Surface by Gaussian Correlation Model.
Kai Wang & Fugee Tsung. (2019) A Fast and Robust Nonparametric Monitoring Scheme for Free-Form Surface Scanning Data. IEEE Transactions on Automation Science and Engineering 16:4, pages 1675-1685.
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Shichang Du & Lifeng XiShichang Du & Lifeng Xi. 2019. High Definition Metrology Based Surface Quality Control and Applications. High Definition Metrology Based Surface Quality Control and Applications 195 264 .
O. Arda Vanli & Enrique Del Castillo. 2019. Encyclopedia of Systems and Control. Encyclopedia of Systems and Control 1 8 .
Mohammad Reza Maleki, Amirhossein Amiri & Philippe Castagliola. (2018) An overview on recent profile monitoring papers (2008–2018) based on conceptual classification scheme. Computers & Industrial Engineering 126, pages 705-728.
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Salman Jahani, Raed Kontar, Dharmaraj Veeramani & Shiyu Zhou. (2018) Statistical monitoring of multiple profiles simultaneously using Gaussian processes. Quality and Reliability Engineering International 34:8, pages 1510-1529.
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Delin Huang, Shichang Du, Guilong Li, Chen Zhao & Yafei Deng. (2018) Detection and monitoring of defects on three-dimensional curved surfaces based on high-density point cloud data. Precision Engineering 53, pages 79-95.
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Kai Wang, Jian Li & Fugee Tsung. (2018) Registration‐free monitoring of multimode near‐circular shape profiles. Quality and Reliability Engineering International 34:4, pages 529-542.
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Nicola Senin & Richard Leach. (2018) Information-rich surface metrology. Procedia CIRP 75, pages 19-26.
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He Luan, Brian K. Post & Qiang Huang. (2017) Statistical process control of in-plane shape deformation for additive manufacturing. Statistical process control of in-plane shape deformation for additive manufacturing.
Xiaohu Huang, Qiang Zhou, Li Zeng & Xiaodong Li. (2017) Monitoring Spatial Uniformity of Particle Distributions in Manufacturing Processes Using the K Function. IEEE Transactions on Automation Science and Engineering 14:2, pages 1031-1041.
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Yang Zhang, Yanfen Shang, Zhen He & Qing Wang. (2016) CUSUM Schemes for Monitoring Prespecified Changes in Linear Profiles. Quality and Reliability Engineering International 33:3, pages 579-594.
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Yang Zhang, Zhen He, Min Zhang & Qing Wang. (2015) A Score‐test‐based EWMA Control Chart for Detecting Prespecified Quadratic Changes in Linear Profiles. Quality and Reliability Engineering International 32:3, pages 921-931.
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Jiajia Zhang, Haojie Ren, Rui Yao, Changliang Zou & Zhaojun Wang. (2015) Phase I analysis of multivariate profiles based on regression adjustment. Computers & Industrial Engineering 85, pages 132-144.
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Bianca Maria Colosimo, Massimo Pacella & Nicola Senin. (2015) Multisensor data fusion via Gaussian process models for dimensional and geometric verification. Precision Engineering 40, pages 199-213.
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Dmitry Tansky, Anath Fischer, Bianca M. Colosimo, Luca Pagani & Yizhak Ben Shabat. (2014) Multi-sensor Multi-resolution Data Fusion Modeling. Procedia CIRP 21, pages 151-158.
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