A comprehensive review of model compression techniques in machine learning
This paper critically examines model compression techniques within the machine learning
(ML) domain, emphasizing their role in enhancing model efficiency for deployment in …
(ML) domain, emphasizing their role in enhancing model efficiency for deployment in …
A multi-scale graph pyramid attention network with knowledge distillation towards edge computing robotic fault diagnosis
The advanced graph neural networks (GNNs) algorithms and the abundant monitoring data
have greatly improved the performance of fault diagnosis of industrial robots. However …
have greatly improved the performance of fault diagnosis of industrial robots. However …
Knowledge distillation-based information sharing for online process monitoring in decentralized manufacturing system
In advanced manufacturing, the incorporation of sensing technology provides an opportunity
to achieve efficient in situ process monitoring using machine learning methods. Meanwhile …
to achieve efficient in situ process monitoring using machine learning methods. Meanwhile …
[HTML][HTML] Component modeling and updating method of integrated energy systems based on knowledge distillation
Amid the backdrop of carbon neutrality, traditional energy production is transitioning towards
integrated energy systems (IES), where model-based scheduling is key in scenarios with …
integrated energy systems (IES), where model-based scheduling is key in scenarios with …
Advanced Data Analytics-Based Quality Assurance for Smart Manufacturing
Z Shi - 2023 - search.proquest.com
The modern manufacturing systems have become cyber-enabled as sensing and
information technology develops, providing a data-rich environment during operation …
information technology develops, providing a data-rich environment during operation …
Industry 4.0 in Manufacturing, Communication, Transportation, Healthcare
RFS Lizy, MH Ibrahim… - … Technologies and Security …, 2024 - igi-global.com
This chapter gives a summary of the effects of Industry 4.0 (I 4.0) on various sectors,
including manufacture, communication, transportation, and healthcare. A new wave of …
including manufacture, communication, transportation, and healthcare. A new wave of …
[PDF][PDF] Component modeling and updating method of integrated energy systems based on knowledge distillation
L Du-Ikonen, L Huang - researchgate.net
Amid the backdrop of carbon neutrality, traditional energy production is transitioning towards
integrated energy systems (IES), where model-based scheduling is key in scenarios with …
integrated energy systems (IES), where model-based scheduling is key in scenarios with …
[PDF][PDF] Influence of ManufacturIng ParaMeters on the ProPertIes of 3D PrInteD PolylactIc acID carbon fIber coMPonents
GKA Pvr, KDAK Devi - 2025 - imim.pl
This study investigates the impact of printing parameters on fused filament fabrication parts
using Polylactic acid and polylactic acid carbon fibre filament. it aims to determine the ideal …
using Polylactic acid and polylactic acid carbon fibre filament. it aims to determine the ideal …