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Subject : manufacturing processes

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Academic Journal

Condition Monitoring and Predictive Maintenance of Assets in Manufacturing Using LSTM-Autoencoders and Transformer Encoders.

Authors : Bampoula, Xanthi¹ (AUTHOR) ; Nikolakis, Nikolaos¹ (AUTHOR); Alexopoulos, Kosmas¹ (AUTHOR)

Source: Sensors (14248220). May2024, Vol. 24 Issue 10, p3215. 25p.

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Academic Journal

Modelling of Journal Bearings for Predictive Maintenance.

Authors : NOWAK, J.^1,2 ; WNUK, P.³

Source: Acta Physica Polonica: A. Oct2024, Vol. 146 Issue 4, p503-510. 8p.

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Academic Journal

Deep learning-based digital twin for intelligent predictive maintenance of rapier loom.

Authors : Xiao, Yanjun^1,2,3 (AUTHOR) ; Li, Rui¹ (AUTHOR); Zhao, Yue¹ (AUTHOR)

Source: Journal of Intelligent & Fuzzy Systems. 2024, Vol. 46 Issue 4, p9409-9430. 22p.

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Academic Journal

Driving Efficiency: Harnessing Big Data and Data Mining for Next-Gen Predictive Maintenance in Automotive.

Authors : Singh, Sukhpreet¹, ; Sethi, Ashwani², ; Bhardwaj, Vijay³

Source: Library of Progress-Library Science, Information Technology & Computer; Jul-Dec2024, Vol. 44 Issue 3, p2959-2965, 10p

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Academic Journal

CONDITION BASED ASSESSMENT FOR PREDICTIVE MAINTENANCE OF METALLURGICAL EQUIPMENT.

Authors : Mihailov, Emil¹ ; Petrova, Ivanka¹; Asenova, Monika¹

Source: Journal of Chemical Technology & Metallurgy. 2024, Vol. 59 Issue 2, p431-438. 8p.

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Academic Journal

The benefits of predictive maintenance in manufacturing excellence: a case study to establish reliable methods for predicting failures.

Authors : Meddaoui, Anwar¹ (AUTHOR) ; Hain, Mustapha¹ (AUTHOR); Hachmoud, Adil² (AUTHOR)

Source: International Journal of Advanced Manufacturing Technology. Oct2023, Vol. 128 Issue 7/8, p3685-3690. 6p. 3 Diagrams, 4 Charts.

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Academic Journal

Federated Learning for Predictive Maintenance and Anomaly Detection Using Time Series Data Distribution Shifts in Manufacturing Processes.

Authors : Ahn, Jisu^1,2 (AUTHOR) ; Lee, Younjeong^1,2 (AUTHOR) ; Kim, Namji¹ (AUTHOR)

Source: Sensors (14248220). Sep2023, Vol. 23 Issue 17, p7331. 18p.

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Academic Journal

DEVELOPMENT OF A HYBRID PREDICTIVE MAINTENANCE MODEL.

Authors : WIERCIOCH, Jakub¹

Source: Journal of Konbin. Jun2023, Vol. 53 Issue 2, p141-157. 17p.

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Academic Journal

On the Stability and Homogeneous Ensemble of Feature Selection for Predictive Maintenance: A Classification Application for Tool Condition Monitoring in Milling.

Authors : Assafo, Maryam¹ (AUTHOR) ; Städter, Jost Philipp² (AUTHOR); Meisel, Tenia³ (AUTHOR)

Source: Sensors (14248220). May2023, Vol. 23 Issue 9, p4461. 39p.

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Academic Journal

Developing an Improved Ensemble Learning Approach for Predictive Maintenance in the Textile Manufacturing Process.

Authors : Hung, Yu-Hsin¹ (AUTHOR)

Source: Sensors (14248220). Dec2022, Vol. 22 Issue 23, p9065. 22p.

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نتائج البحث

فلترة النتائج

Condition Monitoring and Predictive Maintenance of Assets in Manufacturing Using LSTM-Autoencoders and Transformer Encoders.

Modelling of Journal Bearings for Predictive Maintenance.

Deep learning-based digital twin for intelligent predictive maintenance of rapier loom.

Driving Efficiency: Harnessing Big Data and Data Mining for Next-Gen Predictive Maintenance in Automotive.

CONDITION BASED ASSESSMENT FOR PREDICTIVE MAINTENANCE OF METALLURGICAL EQUIPMENT.

The benefits of predictive maintenance in manufacturing excellence: a case study to establish reliable methods for predicting failures.

Federated Learning for Predictive Maintenance and Anomaly Detection Using Time Series Data Distribution Shifts in Manufacturing Processes.

DEVELOPMENT OF A HYBRID PREDICTIVE MAINTENANCE MODEL.

On the Stability and Homogeneous Ensemble of Feature Selection for Predictive Maintenance: A Classification Application for Tool Condition Monitoring in Milling.

Developing an Improved Ensemble Learning Approach for Predictive Maintenance in the Textile Manufacturing Process.

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