Computers in Industry

Article	Citations
Forecasting for lead-time period by temporal aggregation: Whether to combine and how	231
Discovering data spaces: A classification of design options	209
Editorial Board	207
Learning human-process interaction in manual manufacturing job shops through indoor positioning systems	172
SRLFormer: Single Retinex-based and low-light image guidance Transformer for low-light image enhancement	159
Deep learning-based digitalization of a part catalog book to generate part specification by a neutral reference data dictionary	154
Selection framework of visualization methods in designing AR industrial task-support systems	154
Research on autonomous positioning and adaptive compliant plugging strategies of intelligent charging robots	150
A comprehensive survey of image synthesis approaches for Deep Learning-based surface defect detection in manufacturing	147
An ontology-based retrieval augmented generation procedure for a voice-controlled maintenance assistant	127
Editorial Board	127
Editorial Board	125
A semi-automated compliance checking framework for shield tunnel design integrating ontology and natural language processing	115
A hybrid data-driven and mechanistic model soft sensor for estimating CO2 concentrations for a carbon capture pilot plant	109
D3 framework: An evidence-based data-driven design framework for new product service development	105
OpenTwins: An open-source framework for the development of next-gen compositional digital twins	105
Towards live decision-making for service-based production: Integrated process planning and scheduling with Digital Twins and Deep-Q-Learning	101
Light-weight federated learning-based anomaly detection for time-series data in industrial control systems	99
A high-accuracy intelligent fault diagnosis method for aero-engine bearings with limited samples	99
An unsupervised approach for health index building and for similarity-based remaining useful life estimation	97
Knowledge-Enhanced Spatiotemporal Analysis for Anomaly Detection in Process Manufacturing	91
Leveraging asymmetric price limits for financial stability in industrial applications: An agent-based model	83
Industrial Internet of Things: Implementations, challenges, and potential solutions across various industries	82
Knowledge-based digital twin system: Using a knowlege-driven approach for manufacturing process modeling	81
A method for the automated digitalization of fluid circuit diagrams	81

An agent-based approach for the automatic generation of valid SysMLv2 Models in industrial contexts	79
Editorial Board	78
Editorial Board	77
Fleet Profile: Using visual analytics to prospect logistic solutions in industrial vehicles fleet	70
EA-GAT: Event aware graph attention network on cyber-physical systems	70
A new approach to 3D pattern-making for the apparel industry: Graphic coding-based localization	69
Zero-shot printed circuit board defect detection via optical flow and reconstruction guidance	69
Immersive Virtual Reality for procedural training: Comparing traditional and learning by teaching approaches	68
A data-driven, comparative review of the academic literature and news media on blockchain-enabled supply chain management: Trends, gaps, and research needs	68
Real-time detection of surface cracking defects for large-sized stamped parts	67
A deep transfer learning model for online monitoring of surface roughness in milling with variable parameters	67
A data-driven approach toward a machine- and system-level performance monitoring digital twin for production lines	67
Implementation of a scalable platform for real-time monitoring of machine tools	66
Secure Intelligent Fuzzy Blockchain Framework: Effective Threat Detection in IoT Networks	66
A novel interval-valued carbon price forecasting paradigm: multi-factor intelligent recognition-based ensemble learning	65
A collaborative knowledge-based method for the interactive development of cabin systems in virtual reality	65
Streamlining Assembly Instruction Design (S-AID): A comprehensive systematic framework	65
Trans-Lighter: A light-weight federated learning-based architecture for Remaining Useful Lifetime prediction	62
Enhancing retrieval-augmented generation for interoperable industrial knowledge representation and inference toward cognitive digital twins	60
A graph-based approach for module library development in industrialized construction	60
Integrating NLP and context-free grammar for complex rule interpretation towards automated compliance checking	59
Digital twin composition in smart manufacturing via Markov decision processes	58
Integration of TLS-derived Bridge Information Modeling (BrIM) with a Decision Support System (DSS) for digital twinning and asset management of bridge infrastructures	58
ICSSIM — A framework for building industrial control systems security testbeds	55
Toward Zero Defect Manufacturing with the support of Artificial Intelligence—Insights from an industrial application	53
Detection and localization of fugitive emissions in industrial plants using surveillance cameras	51
WETA: Automatic taxonomy alignment via word embeddings	51
Human Digital Twins: A systematic literature review and concept disambiguation for industry 5.0	51
A fuzzy feature integration-enhanced network for surface defect detection of no-service rails	51
Integration of industry 4.0 technologies for agri-food supply chain resilience	51
Satellite Reference Databases scope and data organization: A literature review	50
Enhanced vision-based structural displacement monitoring through deep learning approaches	50
Unlocking inherent values of manufacturing metadata through digital characteristics (DC) alignment	50
Mode division-based anomaly detection against integrity and availability attacks in industrial cyber-physical systems	50
An Open Data Repository for Engineering Design: Using Text Mining with Open Government Data	50
A novel framework for low-contrast and random multi-scale blade casting defect detection by an adaptive global dynamic detection transformer	49
Multi-scale feature pyramid approach for melt track classification in laser powder bed fusion via coaxial high-speed imaging	49
A novel paradigm for predicting and interpreting uneven roll wear in the hot rolling steel industry	48
Anomaly detection in smart agriculture systems	47
The OMiLAB Digital Innovation environment: Agile conceptual models to bridge business value with Digital and Physical Twins for Product-Service Systems development	47
Supporting business process variability through declarative process families	46
Linking permissioned blockchain to Internet of Things (IoT)-BIM platform for off-site production management in modular construction	46
Generation of material handling system alternatives: A constraints satisfaction problem approach	45
Editorial Board	45
A machine-learning based data-oriented pipeline for Prognosis and Health Management Systems	44
Smart contract swarm and multi-branch structure for secure and efficient BIM versioning in blockchain-aided common data environment	44
A hierarchical Bayesian regression framework for enabling online reliability estimation and condition-based maintenance through accelerated testing	44
A comparative study of Augmented Reality rendering techniques for industrial assembly inspection	43
Interactions between BIM and robotics: Towards intelligent construction engineering and management	42
A reliable and ensemble forecasting model for slow-moving and repairable spare parts: Data mining approach	42

Empirical mode reconstruction: Preserving intrinsic components in data augmentation for intelligent fault diagnosis of civil aviation hydraulic pumps	41
A controllable generative design framework for residential communities with multi-scale architectural representations	41
Evaluating the noise tolerance of Cloud NLP services across Amazon, Microsoft, and Google	41
Process mining beyond workflows	41
Full-cycle data purification strategy for multi-type weld seam classification with few-shot learning	40
Model-based data integration along the product & service life cycle supported by digital twinning	40
A sensor-integrated digital twin framework for molten pool monitoring of laser powder bed fusion	40
An adaptive image enhancement approach for safety monitoring robot under insufficient illumination condition	40
Question answering models for human–machine interaction in the manufacturing industry	40
Operational process monitoring: An object-centric approach	39
Unsupervised neural network-enabled spatial-temporal analytics for data authenticity under environmental smart reporting system	39
Few-shot semantic segmentation for industrial defect recognition	39
Augmented reality-computer vision combination for automatic fatigue crack detection and localization	38
Editorial Board	38
Predictive modeling of quality characteristics – A case study with the casting industry	38
Simulation uncertainty determination of single flank rolling tests using monte carlo simulation and skin model shapes for zero defect manufacturing of micro gears	38
A novel and scalable multimodal large language model architecture Tool-MMGPT for future tool wear prediction in titanium alloy high-speed milling processes	38
Semi-automatic representation of design code based on knowledge graph for automated compliance checking	38
PLM data transformation: A mesoscopic scale perspective and an industrial case study	38
Application of MES/MOM for Industry 4.0 supply chains: A cross-case analysis	38
Automated digital twin generation of manufacturing systems with complex material flows: graph model completion	37
A generic interface and a framework designed for industrial metrology integration for the Internet of Things	37
Digital Twin Stakeholder Communication: Characteristics, Challenges, and Best Practices	37
Advancing photovoltaic system design: An enhanced social learning swarm optimizer with guaranteed stability	37
Prior knowledge embedding convolutional autoencoder: A single-source domain generalized fault diagnosis framework under small samples	37
A lightweight transformer winding condition assessment method with multi-scale image fusion and an improved attention mechanism	37
Attentive neural processes based on reliable inferences for industrial equipment anomaly detection	37
Sensory augmentation for subsea robot teleoperation	37
Customization of incentive mechanisms based on product life-cycle phases for an efficient product-service supply chain coordination	36
Real-time layer height estimation during multi-layer directed energy deposition using domain adaptive neural networks	36
Mapping the hot stamping process through developing distinctive digital characteristics	36
Editorial Board	36
TDAD: Self-supervised industrial anomaly detection with a two-stage diffusion model	35
From Ontologies to Knowledge Augmented Large Language Models for Automation: A decision-making guidance for achieving human–robot collaboration in Industry 5.0	35
Deep CNN-based visual defect detection: Survey of current literature	35
State estimation for industrial desiccant air dryers using hybrid mechanistic and machine learning models	34
Advancing zero defect manufacturing: A state-of-the-art perspective and future research directions	34
Industrial safety management in the digital era: Constructing a knowledge graph from near misses	34
AYOLOv3-Tiny: An improved convolutional neural network architecture for real-time defect detection of PAD light guide plates	33
Simulating dynamic RUL based CBM scheduling. A case study in the railway sector	33
Ensemble of convolutional neural networks based on an evolutionary algorithm applied to an industrial welding process	33
A decentralised approach to cyber-physical systems as a service: Managing shared access worldwide through blockchain standards	33
UGP-KD: An unsupervised generalized prediction framework for robot machining quality under historical task knowledge distillation for new tasks	33
Dual channel visible graph convolutional neural network for microleakage monitoring of pipeline weld homalographic cracks	33
Multi-step attack detection in industrial control systems using causal analysis	33
Interpretable deep learning approach for tool wear monitoring in high-speed milling	33
An immersive spatially consistent multi-modal augmented virtuality human-machine interface for telerobotic systems	33
A novel graph-based missing values imputation method for industrial lubricant data	33
CASIA-Net: An indoor work site smoking detection framework	33
Impact of generative artificial intelligence models on the performance of citizen data scientists in retail firms	32
Assessing user performance in augmented reality assembly guidance for industry 4.0 operators	32
A lightweight and accurate recognition framework for signs of X-ray weld images	32
A novel agile ontology engineering methodology for supporting organizations in collaborative ontology development	32
A blockchain-based framework for trusted quality data sharing towards zero-defect manufacturing	32
A high-precision detection method for coated fuel particles based on improved faster region-based convolutional neural network	32
3D scanning method for robotized inspection of industrial sealed parts	31
On the application of extended reality technologies for the evaluation of product characteristics during the initial stages of the product development process	31
A survey on machine learning based analysis of heterogeneous data in industrial automation	31
Predictive analysis-based sustainable waste management in smart cities using IoT edge computing and blockchain technology	31
Multicriteria decision-making method for scheduling problem based on smart batches and their quality prediction capability	31
Model-based engineering for designing cyber-physical systems from product specifications	31
Segmentation, correction, and classification of abnormal sensor data in mechanical engineering based on multi-task learning	31
SmartPatch: A patch prioritization framework	31
E-fulfillment cost management in omnichannel retailing: An exploratory study	30
Detecting coagulation time in cheese making by means of computer vision and machine learning techniques	30
Utilizing domain knowledge in data-driven process discovery: A literature review	30
An evaluation of agile Ontology Engineering Methodologies for the digital transformation of companies	30
Industry 4.0 and potential for reshoring: A typology of technology profiles of manufacturing firms	29
A digital twin system for centrifugal pump fault diagnosis driven by transfer learning based on graph convolutional neural networks	29
Information security and value creation: The performance implications of ISO/IEC 27001	28
A novel FuseDecode Autoencoder for industrial visual inspection: Incremental anomaly detection improvement with gradual transition from unsupervised to mixed-supervision learning with reduced human ef	28
A railway track reconstruction method using robotic vision on a mobile manipulator: A proposed strategy	28
A new hazard event classification model via deep learning and multifractal	28
An efficient firefighting method for robotics: A novel convolution-based lightweight network model guided by contextual features with dual attention	28
Design representation as semantic networks	27
Requirements for the application of the Digital Twin Paradigm to offshore wind turbine structures for uncertain fatigue analysis	27
Reinforcement learning based trustworthy recommendation model for digital twin-driven decision-support in manufacturing systems	26
Vision-based hand pose estimation methods for Augmented Reality in industry: Crowdsourced evaluation on HoloLens 2	26
Editorial Board	26
An industrial agent-based customizable platform for I4.0 manufacturing systems	26

A knowledge recommendation approach in design for multi-material 4D printing based on semantic similarity vector space model and case-based reasoning

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