Towards resilience in Industry 5.0: A decentralized autonomous manufacturing paradigm
Manufacturers are increasingly aware of the importance of system resilience against
unexpected disruptive occurrences, such as the recent global Covid-19 pandemic and …
unexpected disruptive occurrences, such as the recent global Covid-19 pandemic and …
Fault detection and diagnosis of air brake system: A systematic review
The air brake system is critical for the proper functioning heavy commercial vehicles, and
maintaining its health is crucial to avoid unfortunate accident consequences. Due to the …
maintaining its health is crucial to avoid unfortunate accident consequences. Due to the …
Leveraging error-assisted fine-tuning large language models for manufacturing excellence
The emergence of large language models (LLM), like GPT, is revolutionizing the field of
information retrieval, finding applications across a wide range of domains. However, the …
information retrieval, finding applications across a wide range of domains. However, the …
A dynamic updating method of digital twin knowledge model based on fused memorizing-forgetting model
The customized manufacturing process of complex products (with complex structures and
production processes) involving randomness and dynamics, is facing the problem of high …
production processes) involving randomness and dynamics, is facing the problem of high …
Exploiting a knowledge hypergraph for modeling multi-nary relations in fault diagnosis reports
Abstract Knowledge graphs (KG) demonstrate superiority in storing and exploiting massive
data and lesson-learned knowledge collected from equipment operation and maintenance …
data and lesson-learned knowledge collected from equipment operation and maintenance …
CausalKGPT: industrial structure causal knowledge-enhanced large language model for cause analysis of quality problems in aerospace product manufacturing
The whole cycle for manufacturing aerospace thin-walled shells is a lengthy and
sophisticated process. A large amount of quality-related data exists within and between …
sophisticated process. A large amount of quality-related data exists within and between …
A visual reasoning-based approach for driving experience improvement in the AR-assisted head-up displays
Enabled by advanced data analytics and intelligent computing, augmented reality head-up
displays (AR-HUDs) are appraised with a certain degree of intelligence towards an in-car …
displays (AR-HUDs) are appraised with a certain degree of intelligence towards an in-car …
Causal graph attention network with disentangled representations for complex systems fault detection
J Liu, S Zheng, C Wang - Reliability Engineering & System Safety, 2023 - Elsevier
Considering the importance of complex systems fault detection, much efforts have been
dedicated to fault feature extraction with monitoring data. The graph-based approach has …
dedicated to fault feature extraction with monitoring data. The graph-based approach has …
A cyber-physical robotic mobile fulfillment system in smart manufacturing: The simulation aspect
Incorporating mobile robots into the production shop-floor helps realize the concept of smart
production, and it is considered one of the approaches to enhance manufacturing and …
production, and it is considered one of the approaches to enhance manufacturing and …
Data-driven and Knowledge-based predictive maintenance method for industrial robots for the production stability of intelligent manufacturing
X Wang, M Liu, C Liu, L Ling, X Zhang - Expert Systems with Applications, 2023 - Elsevier
The service stability of industrial robots (IRs) is considered the basis for ensuring intelligent
manufacturing operations. Knowledge-based work plays a central role in the practical …
manufacturing operations. Knowledge-based work plays a central role in the practical …