Works matching IS 09565515 AND DT 2023 AND VI 34 AND IP 1

Results: 18

A deep learning framework for layer-wise porosity prediction in metal powder bed fusion using thermal signatures.

Published in:

Journal of Intelligent Manufacturing, 2023, v. 34, n. 1, p. 315, doi. 10.1007/s10845-022-02039-3

By:

Mao, Yuwei;
Lin, Hui;
Yu, Christina Xuan;
Frye, Roger;
Beckett, Darren;
Anderson, Kevin;
Jacquemetton, Lars;
Carter, Fred;
Gao, Zhangyuan;
Liao, Wei-keng;
Choudhary, Alok N.;
Ehmann, Kornel;
Agrawal, Ankit

Publication type:

Article

Development of a surrogate model for high-fidelity laser powder-bed fusion using tensor train and gaussian process regression.

Published in:

Journal of Intelligent Manufacturing, 2023, v. 34, n. 1, p. 369, doi. 10.1007/s10845-022-02038-4

By:

Kizhakkinan, Umesh;
Duong, Pham Luu Trung;
Laskowski, Robert;
Vastola, Guglielmo;
Rosen, David W.;
Raghavan, Nagarajan

Publication type:

Article

Automated 3D burr detection in cast manufacturing using sparse convolutional neural networks.

Published in:

Journal of Intelligent Manufacturing, 2023, v. 34, n. 1, p. 303, doi. 10.1007/s10845-022-02036-6

By:

Mohammed, Ahmed;
Kvam, Johannes;
Onstein, Ingrid Fjordheim;
Bakken, Marianne;
Schulerud, Helene

Publication type:

Article

Machine learning techniques in additive manufacturing: a state of the art review on design, processes and production control.

Published in:

Journal of Intelligent Manufacturing, 2023, v. 34, n. 1, p. 21, doi. 10.1007/s10845-022-02029-5

By:

Kumar, Sachin;
Gopi, T.;
Harikeerthana, N.;
Gupta, Munish Kumar;
Gaur, Vidit;
Krolczyk, Grzegorz M.;
Wu, ChuanSong

Publication type:

Article

Investigation and machine learning-based prediction of parametric effects of single point incremental forming on pillow effect and wall profile of AlMn1Mg1 aluminum alloy sheets.

Published in:

Journal of Intelligent Manufacturing, 2023, v. 34, n. 1, p. 331, doi. 10.1007/s10845-022-02026-8

By:

Najm, Sherwan Mohammed;
Paniti, Imre

Publication type:

Article

GPyro: uncertainty-aware temperature predictions for additive manufacturing.

Published in:

Journal of Intelligent Manufacturing, 2023, v. 34, n. 1, p. 243, doi. 10.1007/s10845-022-02019-7

By:

Sideris, Iason;
Crivelli, Francesco;
Bambach, Markus

Publication type:

Article

Optimisation-driven design to explore and exploit the process–structure–property–performance linkages in digital manufacturing.

Published in:

Journal of Intelligent Manufacturing, 2023, v. 34, n. 1, p. 219, doi. 10.1007/s10845-022-02010-2

By:

Flores Ituarte, Iñigo;
Panicker, Suraj;
Nagarajan, Hari P. N.;
Coatanea, Eric;
Rosen, David W.

Publication type:

Article

Utilizing additive manufacturing and mass customization under capacity constraints.

Published in:

Journal of Intelligent Manufacturing, 2023, v. 34, n. 1, p. 281, doi. 10.1007/s10845-022-02007-x

By:

Lacroix, Rachel;
Timonina-Farkas, Anna;
Seifert, Ralf W.

Publication type:

Article

Polygon generation and video-to-video translation for time-series prediction.

Published in:

Journal of Intelligent Manufacturing, 2023, v. 34, n. 1, p. 261, doi. 10.1007/s10845-022-02003-1

By:

Elhefnawy, Mohamed;
Ragab, Ahmed;
Ouali, Mohamed-Salah

Publication type:

Article

Smart retrofitting in maintenance: a systematic literature review.

Published in:

Journal of Intelligent Manufacturing, 2023, v. 34, n. 1, p. 1, doi. 10.1007/s10845-022-02002-2

By:

Sanchez-Londono, David;
Barbieri, Giacomo;
Fumagalli, Luca

Publication type:

Article

Stability modeling for chatter avoidance in self-aware machining: an application of physics-guided machine learning.

Published in:

Journal of Intelligent Manufacturing, 2023, v. 34, n. 1, p. 387, doi. 10.1007/s10845-022-01999-w

By:

Greis, Noel P.;
Nogueira, Monica L.;
Bhattacharya, Sambit;
Spooner, Catherine;
Schmitz, Tony

Publication type:

Article

Recursive encoder network for the automatic analysis of STEP files.

Published in:

Journal of Intelligent Manufacturing, 2023, v. 34, n. 1, p. 181, doi. 10.1007/s10845-022-01998-x

By:

Miles, Victoria;
Giani, Stefano;
Vogt, Oliver

Publication type:

Article

Instant flow distribution network optimization in liquid composite molding using deep reinforcement learning.

Published in:

Journal of Intelligent Manufacturing, 2023, v. 34, n. 1, p. 197, doi. 10.1007/s10845-022-01990-5

By:

Szarski, Martin;
Chauhan, Sunita

Publication type:

Article

Attention-based advantage actor-critic algorithm with prioritized experience replay for complex 2-D robotic motion planning.

Published in:

Journal of Intelligent Manufacturing, 2023, v. 34, n. 1, p. 151, doi. 10.1007/s10845-022-01988-z

By:

Zhou, Chengmin;
Huang, Bingding;
Hassan, Haseeb;
Fränti, Pasi

Publication type:

Article

Hybrid algorithm based on reinforcement learning for smart inventory management.

Published in:

Journal of Intelligent Manufacturing, 2023, v. 34, n. 1, p. 123, doi. 10.1007/s10845-022-01982-5

By:

Cuartas, Carlos;
Aguilar, Jose

Publication type:

Article

From knowledge-based to big data analytic model: a novel IoT and machine learning based decision support system for predictive maintenance in Industry 4.0.

Published in:

Journal of Intelligent Manufacturing, 2023, v. 34, n. 1, p. 107, doi. 10.1007/s10845-022-01960-x

By:

Rosati, Riccardo;
Romeo, Luca;
Cecchini, Gianalberto;
Tonetto, Flavio;
Viti, Paolo;
Mancini, Adriano;
Frontoni, Emanuele

Publication type:

Article

Human factors in cobot era: a review of modern production systems features.

Published in:

Journal of Intelligent Manufacturing, 2023, v. 34, n. 1, p. 85, doi. 10.1007/s10845-022-01953-w

By:

Faccio, Maurizio;
Granata, Irene;
Menini, Alberto;
Milanese, Mattia;
Rossato, Chiara;
Bottin, Matteo;
Minto, Riccardo;
Pluchino, Patrik;
Gamberini, Luciano;
Boschetti, Giovanni;
Rosati, Giulio

Publication type:

Article

Data-driven dynamic causality analysis of industrial systems using interpretable machine learning and process mining.

Published in:

Journal of Intelligent Manufacturing, 2023, v. 34, n. 1, p. 57, doi. 10.1007/s10845-021-01903-y

By:

Nadim, Karim;
Ragab, Ahmed;
Ouali, Mohamed-Salah

Publication type:

Article