2022
The intelligent recoater: A new solution for in-situ monitoring of geometric and surface defects in powder bed fusion
M. Bugatti and B. M. Colosimo
Additive Manufacturing Letters, Volume 3, 2022
Effect of overhanging surfaces on the evolution of substrate topography and internal defects formation in laser powder bed fusion
M. Bugatti, Q. Semeraro, and B. M. Colosimo
Journal of Manufacturing Processes, vol. 77, no. November 2021, pp. 588–606
The effect of energy density and porosity structure on tensile properties of 316L stainless steel produced by laser powder bed fusion
S. Cacace, L. Pagani, B. M. Colosimo, and Q. Semeraro
Progress in Additive Manufacturing, vol. c, no. 0123456789
A novel paradigm for feedback control in LPBF: layer-wise correction for overhang structures
E. Vasileska, A. G. Demir, B. M. Colosimo, and B. Previtali
Advanced Manufacturing
Predicting build density in L-PBF through in-situ analysis of surface topography using powder bed scanner technology
Q. Lu, M. Grasso, T. P. Le, and M. Seita
Additive Manufacturing, vol. 51, p. 102626
Compression Behavior of EBM Printed Auxetic Chiral Structures
TsK. Gunaydin, H. S. Türkmen, A. Airoldi, M. Grasso, G. Sala, and A. M. Grande
Materials (Basel), vol. 15, no. 4, pp. 1–21
Real-time detection of clustered events in video-imaging data with applications to additive manufacturing
H. Yan, M. Grasso, K. Paynabar, and B. M. Colosimo
IISE Transactions, vol. 54, no. 5, pp. 464–480
Towards real-time in-situ monitoring of hot-spot defects in L-PBF: a new classification-based method for fast video-imaging data analysis
Bugatti, M., Colosimo, B.M.
Journal of Intellingent Manufacturing, vol. 33, no. 1, pp. 293–309, 2022
Enabling multi-material gradient structure in laser powder bed fusion
A. G. Demir, J. Kim, F. Caltanissetta, A. J. Hart, C. C. Tasan, B. Previtali and B. M. Colosimo
Journal of Materials Processing Technologies, vol. 301
A new solution for assessing the printability of 17-4 PH gyroids produced via extrusion-based metal AM
P. Parenti, D. Puccio, B. M. Colosimo, and Q. Semeraro
Journal of Manufacturing Processes, vol. 74, no. January, pp. 557–572
3D bioprinting: current status and trends—a guide to the literature and industrial practice
S. Santoni, S. G. Gugliandolo, M. Sponchioni, D. Moscatelli, and B. M. Colosimo
Bio-Design Manufacturing, vol. 5, no. 1, pp. 14–42
2021
Image based Statistical Process Monitoring via Partial
First Order Stochastic Dominance
Tsiamyrtzis, P., Grasso, M., Colosimo, B.M.
Quality Engineering, vol. 34, no. 1, pp. 96–124
Available Dataset:
Characterisation of freeform, structured surfaces in T-spline spaces and its applications
J. Wang, R. Zou, B. M. Colosimo, W. Lu, L. Xu, and X. J. Jiang
Surface Topography: Metrology and Properties, vol. 9, no. 2
Artificial intelligence and statistics for quality technology: an introduction to the special issue
B. M. Colosimo, E. del Castillo, L. A. Jones-Farmer, and K. Paynabar
Journal of Quality Technology, vol. 53, no. 5, pp. 443–453
Predictive Control Charts (PCC): A Bayesian approach in online monitoring of short runs
K. Bourazas, D. Kiagias, and P. Tsiamyrtzis
Journal of Quality Technology, pp. 1–35
In situ monitoring of powder bed fusion homogeneity in electron beam melting
M. Grasso
Materials (Basel)., vol. 14, no. 22
Towards real-time in-situ monitoring of hot-spot defects in L-PBF: a new classification-based method for fast video-imaging data analysis
Bugatti, M., Colosimo, B.M.
Journal of Intelligent Manufacturing, in press
In-situ measurement and monitoring methods for metal powder bed fusion – an updated review
M. Grasso, A. Remani, A. Dickins, B. M. Colosimo, and R. K. Leach
Meas. Sci. Technol., vol. 32, no. 11
Direct laser additive manufacturing of high performance oxide ceramics: a state-of-the-art review
Pfeiffer, S., Florio, K., Puccio, D., Grasso, M., Colosimo, B. M., Aneziris, C. G., Wegener, K., Graule, T.
Journal of the European Ceramic Society, in press
Process Characterization and Analysis of Ceramic Powder Bed Fusion
Florio, K., Puccio, D., Pfeiffer, S., Verga, F., Grasso, M., Colosimo, B.M., Graule, T., Wegener, K.
under review in Journal of the European Ceramic Society
Statistical modeling and monitoring of geometrical deviations in complex shapes with application to Additive Manufacturing
Scimone, R., Taormina, T., Colosimo, B.M., Grasso, M., Menafoglio, A., Secchi, P.
under review in Technometrics
Compression behaviour of EBM printed auxetic chiral structures
Gunaydin, K., Turkmen, H. S., Airoldi, A., Grasso, M., Sala, G., Grande, A. M.
under review in Meccanica
Novel solutions for lattice structure modelling and monitoring
Colosimo B.M., Garghetti, F., Grasso, M.
Journal of Quality Technology, in press
Penalized Spatio-temporal Regression for Anomaly Detection in Video-Imaging Data with Application to Hot-spot Detection in Laser Powder Bed Fusion
Yan, H., Grasso, M., Paynabar, K., Colosimo, B.M.
IISE Transactions
2020
Penelope: a novel prototype for in-situ defect removal in LPBF
Colosimo, B.M., Grossi, E., Caltanissetta, F., Grasso, M.
JOM
Automated layerwise detection of geometrical distortions in laser powder bed fusion
Pagani, L., Grasso, M., Scott, P. J., & Colosimo, B. M.
Additive Manufacturing, 36, 101435
Powder bed irregularity and hot-spot detection in Electron Beam Melting by means of in-situ video imaging
Grasso, M., Valsecchi, G., Colosimo, B.M.
Manufacturing Letters, 24, 47-51
A cost model for the economic evaluation of in-situ monitoring tools in metal additive manufacturing
Colosimo, B.M., Cavalli, S., Grasso, M.
International Journal of Production Economics, 223, 107532
2019
A Statistical Learning Method for Image-based Monitoring of the Plume Signature in Laser Powder Bed Fusion
Grasso, M., Colosimo, B.M.
Robotics and Computer-Integrated Manufacturing, 57, 103-115
Prescriptive Data-Analytical Modeling of Laser Powder Bed Fusion Processes
He, L., Grasso, M., Colosimo, B.M., Huang, Q.
Journal of Manufacturing Science and Technology, 141(1): 011008
2018
Characterization of In-Situ Measurements based on Layerwise Imaging in Laser Powder Bed Fusion
Caltanissetta F., Grasso M., Petrò S., Colosimo, B. M.
Additive Manufacturing, 24, 183-199
Spatially weighted PCA for monitoring video image data with application to additive manufacturing
Colosimo, B.M., Grasso, M.
Journal of Quality Technology, 50(4), 391-417
Available dataset:
Profile Monitoring of Probability Density Functions for Image Data via Simplicial Functional Principal Component Analysis
Menafoglio A., Grasso M., Secchi P., Colosimo B.M.
Technometrics, 60(4), 497-510
In-situ Monitoring of Selective Laser Melting of Zinc Powder via Infrared Imaging of the Process Plume
Grasso, M., Demir, A.G., Previtali, B., Colosimo, B.M.
Robotics and Computer-Integrated Manufacturing, 49, 229-239
Domain-Selective Functional ANOVA for Supervised Statistical Profile Monitoring of Signal Data
Pini A., Vantini S., Colosimo B.M., Grasso M.
Journal of the Royal Statistical Society: Series C (Applied Statistics), 67(1), 55-81
2017
On the use of spatter signature for in-situ monitoring of Laser Powder Bed Fusion
Repossini G., Laguzza V., Grasso M., Colosimo B.M.
Additive Manufacturing, 16, 35-48
Process Defects and In-situ Monitoring Methods in Metal Powder Bed Fusion: a Review
Grasso M., Colosimo B.M.
Measurement Science and Technology, 28(4), 1-25
In-process Monitoring of Selective Laser Melting: Spatial Detection of Defects via Image Data Analysis
Grasso M., Laguzza V., Semeraro Q., Colosimo B.M.
Journal of Manufacturing Science and Engineering, 139(5), 051001-1 – 051001-16
A phase I multi-modelling approach for profile monitoring of signal data
Grasso, M., Colosimo, B. M., Tsung, F.
International Journal of Production Research, 55(15), 4354-4377
2016
A Data-Driven Method to Enhance Vibration Signal Decomposition for Rolling Bearing Fault Analysis
Grasso M., Chatterton S., Pennacchi P., Colosimo B.M.
Mechanical Systems and Signal Processing, 81, 126-147
An Automated Approach to Enhance Multi-Scale Signal Monitoring of Manufacturing Processes
Grasso M., Colosimo B.M.
Journal of Manufacturing Science and Engineering, 138(5), 051003-1 – 051003-16
Using Curve Registration Information to Enhance Profile Monitoring of Signal Data
Grasso M., Menafoglio A., Colosimo B. M., Secchi P.
Journal of Quality Technology, 48(2), 99-127
2015
A Comparison Study of Distribution-Free Multivariate SPC Methods for Multimode Data
Grasso M., Colosimo B.M., Semeraro Q., Pacella M.
Quality & Reliability Engineering International, 31 (1), 75 – 96
2014
Empirical mode decomposition of pressure signal for health condition monitoring in waterjet cutting
Grasso M., Pennacchi P., Colosimo B. M.
The International Journal of Advanced Manufacturing Technology, 72:1-4, 347-364
Profile Monitoring via Sensor Fusion: the use of PCA Methods for Multi-Channel Data
Grasso M., Colosimo B.M., Pacella M.
International Journal of Abrasive Technology, 6(2), 158-181
2013
A New Approach for On-Line Health Assessment of Abrasive Waterjet Cutting Systems
Grasso M., Goletti M., Annoni M., Colosimo B.M.
International Journal of Abrasive Technology, 6(2), 158-181