Multi-source online transfer learning based on hybrid physics-data model for cross-condition tool health monitoring

2024-12-1

Developing a deep learning-based uncertainty-aware tool wear prediction method using smartphone sensors for the turning process of Ti-6Al-4V

2024-10-1

A hybrid method combining analytical and simulation models for performance evaluation of reconfigurable manufacturing systems

2024-10-1

A multi-hierarchical aggregation-based graph convolutional network for industrial knowledge graph embedding towards cognitive intelligent manufacturing

2024-10-1

A dual-stream spatio-temporal fusion network with multi-sensor signals for remaining useful life prediction

2024-10-1

A holistic sustainability framework for remanufacturing under uncertainty

2024-10-1

Machine identity authentication via unobservable fingerprinting signature: A functional data analysis approach for MQTT 5.0 protocol

2024-10-1

A causal based method for denoising non-homologous noises in time series manufacturing monitoring data

2024-10-1

Review of manufacturing system design in the interplay of Industry 4.0 and Industry 5.0 (Part I): Design thinking and modeling methods

2024-10-1

Digitally enhanced lubricant evaluation and improvement framework through developing digital characteristics (DC) for hot forging of aluminium alloys

2024-10-1

Digital twin and blockchain-enabled trusted optimal-state synchronized control approach for distributed smart manufacturing system in social manufacturing

2024-10-1

Self-X heterogeneous attributed graph embedding-based product configuration framework for cognitive mass personalization

2024-10-1

Illustrating the benefits of efficient creation and adaption of behavior models in intelligent Digital Twins over the machine life cycle

2024-10-1

A skeleton-based assembly action recognition method with feature fusion for human-robot collaborative assembly

2024-10-1

A high-flexible multi-objective stochastic planning system based on nozzle-combined printing in display manufacturing

2024-10-1

A transfer learning method in press hardening surrogate modeling: From simulations to real-world

2024-9-28

Accelerable adaptive cepstrum and L2-Dual Net for acoustic emission-based quality monitoring in laser shock peening

2024-9-27

Vibration energy-based indicators for multi-target condition monitoring in milling operations

2024-9-27

Digital ergonomic assessment to enhance the physical resilience of human-centric manufacturing systems in Industry 5.0

2024-9-26

Physics-informed tool wear prediction in turning process: A thermo-mechanical wear-included force model integrated with machine learning

2024-9-26

Blockchain-based cloud-edge collaborative data management for human-robot collaboration digital twin system

2024-9-26

XSCAN: Explainable solder joint defect probability prediction through solder paste printing status with imbalanced data

2024-9-25

A general mathematic model framework for assembly process driven digital twin of assembly precision

2024-9-25

Active-passive hybrid feed rate control systems in CNC machining: Mitigating force fluctuations and enhancing tool life

2024-9-21

A federated learning approach to automated and secure supplier selection in cyber manufacturing as-a-service

2024-9-20

Reconfigurable flexible assembly model and implementation for cross-category products

2024-9-18

Models and P4R asset description for digital twin-based advanced planning and scheduling using cyber-physical integration for resilient production operation

2024-9-17

Superpixel perception graph neural network for intelligent defect detection of aero-engine blade

2024-9-14

Spot-checking machine learning algorithms for tool wear monitoring in automatic drilling operations in CFRP/Ti6Al4V/Al stacks in the aircraft industry

2024-9-13

Point cloud self-supervised learning for machining feature recognition

2024-9-12

Expanding the horizons of metal additive manufacturing: A comprehensive multi-objective optimization model incorporating sustainability for SMEs

2024-9-11

Tool wear monitoring based on physics-informed Gaussian process regression

2024-9-10

Data-driven unsupervised anomaly detection of manufacturing processes with multi-scale prototype augmentation and multi-sensor data

2024-9-7

Developing physics-informed filters to align unattributed fragmental manufacturing data against a digital characteristics space (DCS)

2024-9-7

A novel Soft Actor–Critic framework with disjunctive graph embedding and autoencoder mechanism for Job Shop Scheduling Problems

2024-9-2

A framework for designing a degradation-aware controller based on empirical estimation of the state–action cost and model predictive control

2024-9-2

Multi-agent reinforcement learning for integrated manufacturing system-process control

2024-9-1

An aircraft engine remaining useful life prediction method based on predictive vector angle minimization and feature fusion gate improved transformer model

2024-9-1

A literature survey of smart manufacturing systems for medical applications

2024-8-27

A digital twin-based assembly model for multi-source variation fusion on vision transformer

2024-8-27

Abnormal pattern recognition for online inspection in manufacturing process based on multi-scale time series classification

2024-8-22

A novel fault early warning method for centrifugal blowers based on stacked denoising autoencoder and transfer learning

2024-8-22

ProcessCarbonAgent: A large language models-empowered autonomous agent for decision-making in manufacturing carbon emission management

2024-8-19

A novel fine-grained assembly sequence planning method based on knowledge graph and deep reinforcement learning

2024-8-17

A multi-level action coupling reinforcement learning approach for online two-stage flexible assembly flow shop scheduling

2024-8-16

Modeling and scheduling a triply-constrained flow shop in biomanufacturing systems

2024-8-16

Industrial Metaverse: A proactive human-robot collaboration perspective

2024-8-15

Manufacturing process optimization for real-time quality control in multi-regime conditions: Tire tread production use case

2024-8-15

Ball-end tool wear monitoring and multi-step forecasting with multi-modal information under variable cutting conditions

2024-8-9