OOIR: Observatory of International Research

Papers

(The H4-Index of Journal of Intelligent Manufacturing is 43. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2022-08-01 to 2026-08-01.)

Article	Citations
Structured stacked autoencoder with knowledge sharing for quality-related fault detection based on HSIC sparsity block division	279
Optimization of buffer design for mixed-model sequential production line based on simulation and reinforcement learning	207
CENet: improve counting performance of X-ray surface mounted chip counter via scale favor and cell extraction	190
Switch ON/OFF learning of one-dimensional convolutional neural network and one-dimensional generative adversarial network for fault detection	189
Variability-enhanced knowledge-based engineering (VEN) for reconfigurable molds	165
Blockchain-based intelligent equipment assessment in manufacturing industry	144
Machine learning-based non-destructive method for identifying defect causes in OLED displays to enhance productivity	124
Assessing quality risk scores using explainable artificial intelligence for advanced vision inspection	108
Automated neural network generation for industrial datasets, application to laser powder bed fusion	105
From framework to industrial implementation: the digital twin in process planning	101
Reverse engineering for programmable logic controller structure estimation via white box networks	99
Warpage detection in 3D printing of polymer parts: a deep learning approach	96
Imbalanced fault diagnosis based on semi-supervised ensemble learning	92
The multisensor information fusion-based deep learning model for equipment health monitor integrating subject matter expert knowledge	86
Surface reconstruction of glass bottles using neural implicit representations for manufacturing system	81
Digital twin for product versus project lifecycles’ development in manufacturing and construction industries	71
Detection and localization system for surface defects of automotive forgings based on machine vision	69
A digital twin-assisted deep transfer learning method towards intelligent thermal error modeling of electric spindles	66
A normal weld recognition method for time-of-flight diffraction detection based on generative adversarial network	64
A predictive modelling strategy for warpage and shrinkage defects in plastic injection molding using fuzzy logic and pattern search optimization	63
Random convolution layer: an auxiliary method to improve fault diagnosis performance	61
Real-time monitoring of molten zinc splatter using machine learning-based computer vision	55
WeldNet: a multimodal deep learning framework with validated synthetic augmentation for resistance spot weld quality assessment	54
Stable pushing in narrow passage environment using a modified hybrid A* algorithm	54
Machining tool identification utilizing temporal 3D point clouds	53

Analysis of the performance of LSTM-DNN models with the consideration of signal complexity in milling processes	51
Nash equilibrium as a tool for the Car Sequencing Problem 4.0	51
Machine-learning-driven synergistic optimization of multi-objective mechanical properties in steel materials	51
Enhancing robustness to novel visual defects through StyleGAN latent space navigation: a manufacturing use case	50
Bridging Physics and Data in Metal Powder Bed Fusion with Scientific Machine Learning	49
Developing an artificial neural network controller for accelerating the hot deformation of the titanium aluminide TNM-B1 using reinforcement learning and finite element simulations	48
Combining human guidance and structured task execution during physical human–robot collaboration	48
Intelligent hierarchical compensation method for industrial robot positioning error based on compound branch neural network automatic creation	48
Tool wear state monitoring for smart machining: A deep learning method with embedded physical knowledge	48
A chip inspection system based on a multiscale subarea attention network	48
Dta-qc: an AI-driven framework for adaptive quality control and intelligent test optimization in 5 G manufacturing	47
Joint distribution domain adaptation: a novel meta-learning framework for cross-domain few-shot fault diagnosis	47
Motion stage precision prediction for photonic integrated circuit assembly	46
Remaining useful lifetime prediction for milling blades using a fused data prediction model (FDPM)	45
Cross-scene object relationship-driven object detection for flexible printed circuit production	44
Generative AI in industrial machine vision: a review	44
Machining accuracy prediction and adaptive compensation method of CNC machine tool under absence of machining process sensing	44
A dynamic surface roughness prediction system based on machine learning for the 3D-printed carbon-fiber-reinforced-polymer (CFRP) turning	44
Structure-aware feature enhancement for real-time fabric defect detection in industrial inspection	43