Computers in Industry

Article	Citations
Deep learning-based digitalization of a part catalog book to generate part specification by a neutral reference data dictionary	577
Discovering data spaces: A classification of design options	276
Throughput analysis of conveyor systems involving multiple materials based on capability decomposition	211
Editorial Board	195
Research on autonomous positioning and adaptive compliant plugging strategies of intelligent charging robots	187
Forecasting for lead-time period by temporal aggregation: Whether to combine and how	180
Selection framework of visualization methods in designing AR industrial task-support systems	150
Extraction of dimension requirements from engineering drawings for supporting quality control in production processes	133
Learning human-process interaction in manual manufacturing job shops through indoor positioning systems	129
Digital interoperability and transformation in logistics and supply chain management: Editorial	125
Editorial Board	125
D3 framework: An evidence-based data-driven design framework for new product service development	125
An ontology for reasoning over engineering textual data stored in FMEA spreadsheet tables	125
Editorial Board	120
Leveraging asymmetric price limits for financial stability in industrial applications: An agent-based model	117
Knowledge-Enhanced Spatiotemporal Analysis for Anomaly Detection in Process Manufacturing	110
An unsupervised approach for health index building and for similarity-based remaining useful life estimation	107
Knowledge-based digital twin system: Using a knowlege-driven approach for manufacturing process modeling	100
A hybrid data-driven and mechanistic model soft sensor for estimating CO2 concentrations for a carbon capture pilot plant	97
Towards live decision-making for service-based production: Integrated process planning and scheduling with Digital Twins and Deep-Q-Learning	96
Light-weight federated learning-based anomaly detection for time-series data in industrial control systems	90
A high-accuracy intelligent fault diagnosis method for aero-engine bearings with limited samples	90
OpenTwins: An open-source framework for the development of next-gen compositional digital twins	88
A method for the automated digitalization of fluid circuit diagrams	85
EA-GAT: Event aware graph attention network on cyber-physical systems	84

Streamlining Assembly Instruction Design (S-AID): A comprehensive systematic framework	81
Fleet Profile: Using visual analytics to prospect logistic solutions in industrial vehicles fleet	81
Immersive Virtual Reality for procedural training: Comparing traditional and learning by teaching approaches	77
A new approach to 3D pattern-making for the apparel industry: Graphic coding-based localization	76
Real-time detection of surface cracking defects for large-sized stamped parts	72
Editorial Board	69
A data-driven approach toward a machine- and system-level performance monitoring digital twin for production lines	69
Editorial Board	68
Implementation of a scalable platform for real-time monitoring of machine tools	67
A deep transfer learning model for online monitoring of surface roughness in milling with variable parameters	65
A machine learning framework with dataset-knowledgeability pre-assessment and a local decision-boundary crispness score: An industry 4.0-based case study on composite autoclave manufacturing	64
Secure Intelligent Fuzzy Blockchain Framework: Effective Threat Detection in IoT Networks	62
A data-driven, comparative review of the academic literature and news media on blockchain-enabled supply chain management: Trends, gaps, and research needs	62
Trans-Lighter: A light-weight federated learning-based architecture for Remaining Useful Lifetime prediction	61
A collaborative knowledge-based method for the interactive development of cabin systems in virtual reality	60
Detection and localization of fugitive emissions in industrial plants using surveillance cameras	57
An Open Data Repository for Engineering Design: Using Text Mining with Open Government Data	56
Satellite Reference Databases scope and data organization: A literature review	56
Multi-scale feature pyramid approach for melt track classification in laser powder bed fusion via coaxial high-speed imaging	55
Toward Zero Defect Manufacturing with the support of Artificial Intelligence—Insights from an industrial application	54
The OMiLAB Digital Innovation environment: Agile conceptual models to bridge business value with Digital and Physical Twins for Product-Service Systems development	52
Anomaly detection in smart agriculture systems	52
WETA: Automatic taxonomy alignment via word embeddings	52
Unlocking inherent values of manufacturing metadata through digital characteristics (DC) alignment	52
ICSSIM — A framework for building industrial control systems security testbeds	51
Human Digital Twins: A systematic literature review and concept disambiguation for industry 5.0	51
Integration of TLS-derived Bridge Information Modeling (BrIM) with a Decision Support System (DSS) for digital twinning and asset management of bridge infrastructures	50
Linking permissioned blockchain to Internet of Things (IoT)-BIM platform for off-site production management in modular construction	50
Digital twin composition in smart manufacturing via Markov decision processes	50
Mode division-based anomaly detection against integrity and availability attacks in industrial cyber-physical systems	50
A graph-based approach for module library development in industrialized construction	50
Integration of industry 4.0 technologies for agri-food supply chain resilience	47
A novel framework for low-contrast and random multi-scale blade casting defect detection by an adaptive global dynamic detection transformer	47
Integrating NLP and context-free grammar for complex rule interpretation towards automated compliance checking	46
Editorial Board	45
Supporting business process variability through declarative process families	45
Designing physical systems through a model-based synthesis approach. Example of a Li-ion battery for electrical vehicles	44
Generation of material handling system alternatives: A constraints satisfaction problem approach	44
Process mining beyond workflows	43
An adaptive image enhancement approach for safety monitoring robot under insufficient illumination condition	42
Full-cycle data purification strategy for multi-type weld seam classification with few-shot learning	42
Question answering models for human–machine interaction in the manufacturing industry	42
A reliable and ensemble forecasting model for slow-moving and repairable spare parts: Data mining approach	41
Few-shot semantic segmentation for industrial defect recognition	41
Unsupervised neural network-enabled spatial-temporal analytics for data authenticity under environmental smart reporting system	41
Prediction of obsolescence degree as a function of time: A mathematical formulation	40
Smart contract swarm and multi-branch structure for secure and efficient BIM versioning in blockchain-aided common data environment	40
A comparative study of Augmented Reality rendering techniques for industrial assembly inspection	40
Model-based data integration along the product & service life cycle supported by digital twinning	40
Evaluating the noise tolerance of Cloud NLP services across Amazon, Microsoft, and Google	39

Operational process monitoring: An object-centric approach	39
A machine-learning based data-oriented pipeline for Prognosis and Health Management Systems	39
A hierarchical Bayesian regression framework for enabling online reliability estimation and condition-based maintenance through accelerated testing	39
Semi-automatic representation of design code based on knowledge graph for automated compliance checking	39
Editorial Board	38
Empirical mode reconstruction: Preserving intrinsic components in data augmentation for intelligent fault diagnosis of civil aviation hydraulic pumps	38
The quiet revolution in machine vision - a state-of-the-art survey paper, including historical review, perspectives, and future directions	37
Application of MES/MOM for Industry 4.0 supply chains: A cross-case analysis	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
Automated digital twin generation of manufacturing systems with complex material flows: graph model completion	37
Real-time layer height estimation during multi-layer directed energy deposition using domain adaptive neural networks	36
PLM data transformation: A mesoscopic scale perspective and an industrial case study	36
A VGGNet-like approach for classifying and segmenting coal dust particles with overlapping regions	36
A generic interface and a framework designed for industrial metrology integration for the Internet of Things	36
Sensory augmentation for subsea robot teleoperation	35
Prior knowledge embedding convolutional autoencoder: A single-source domain generalized fault diagnosis framework under small samples	34
Simulation uncertainty determination of single flank rolling tests using monte carlo simulation and skin model shapes for zero defect manufacturing of micro gears	34
Predictive modeling of quality characteristics – A case study with the casting industry	34
Editorial Board	33
Customization of incentive mechanisms based on product life-cycle phases for an efficient product-service supply chain coordination	33
State estimation for industrial desiccant air dryers using hybrid mechanistic and machine learning models	33
A method for supporting the transformation of an existing production system with its integrated Enterprise Information Systems (EISs) into a Cyber Physical Production System (CPPS)	33
Augmented reality-computer vision combination for automatic fatigue crack detection and localization	33
A decentralised approach to cyber-physical systems as a service: Managing shared access worldwide through blockchain standards	33
Ensemble of convolutional neural networks based on an evolutionary algorithm applied to an industrial welding process	32
Mapping the hot stamping process through developing distinctive digital characteristics	32
TDAD: Self-supervised industrial anomaly detection with a two-stage diffusion model	32
An immersive spatially consistent multi-modal augmented virtuality human-machine interface for telerobotic systems	31
Deep CNN-based visual defect detection: Survey of current literature	31
Interpretable deep learning approach for tool wear monitoring in high-speed milling	31
Multi-step attack detection in industrial control systems using causal analysis	31
Industrial safety management in the digital era: Constructing a knowledge graph from near misses	31
Simulating dynamic RUL based CBM scheduling. A case study in the railway sector	31
AYOLOv3-Tiny: An improved convolutional neural network architecture for real-time defect detection of PAD light guide plates	31
Advancing zero defect manufacturing: A state-of-the-art perspective and future research directions	31
Improving aircraft conceptual design through parametric CAD modellers – A case study for thermal analysis of aircraft systems	30
A novel graph-based missing values imputation method for industrial lubricant data	30
A high-precision detection method for coated fuel particles based on improved faster region-based convolutional neural network	30
Model-based engineering for designing cyber-physical systems from product specifications	30
A survey on machine learning based analysis of heterogeneous data in industrial automation	29
Predictive analysis-based sustainable waste management in smart cities using IoT edge computing and blockchain technology	29
Dual channel visible graph convolutional neural network for microleakage monitoring of pipeline weld homalographic cracks	29
A novel agile ontology engineering methodology for supporting organizations in collaborative ontology development	29
UGP-KD: An unsupervised generalized prediction framework for robot machining quality under historical task knowledge distillation for new tasks	29
A lightweight and accurate recognition framework for signs of X-ray weld images	29
A blockchain-based framework for trusted quality data sharing towards zero-defect manufacturing	29
3D scanning method for robotized inspection of industrial sealed parts	29
Impact of generative artificial intelligence models on the performance of citizen data scientists in retail firms	28
A knowledge recommendation approach in design for multi-material 4D printing based on semantic similarity vector space model and case-based reasoning	28
Assessing user performance in augmented reality assembly guidance for industry 4.0 operators	28
An efficient firefighting method for robotics: A novel convolution-based lightweight network model guided by contextual features with dual attention	28
Multicriteria decision-making method for scheduling problem based on smart batches and their quality prediction capability	27
The role of interoperability dimensions in building information modelling	27
Reinforcement learning based trustworthy recommendation model for digital twin-driven decision-support in manufacturing systems	27
An evaluation of agile Ontology Engineering Methodologies for the digital transformation of companies	27
A railway track reconstruction method using robotic vision on a mobile manipulator: A proposed strategy	27
Utilizing domain knowledge in data-driven process discovery: A literature review	27
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	27
A new hazard event classification model via deep learning and multifractal	27
Requirements for the application of the Digital Twin Paradigm to offshore wind turbine structures for uncertain fatigue analysis	26
E-fulfillment cost management in omnichannel retailing: An exploratory study	26
Information security and value creation: The performance implications of ISO/IEC 27001	26
On the application of extended reality technologies for the evaluation of product characteristics during the initial stages of the product development process	26
Detecting coagulation time in cheese making by means of computer vision and machine learning techniques	26
Industry 4.0 and potential for reshoring: A typology of technology profiles of manufacturing firms	26
SmartPatch: A patch prioritization framework	26
Design representation as semantic networks	26
An industrial agent-based customizable platform for I4.0 manufacturing systems	25
Editorial Board	25
Dynamic obstacle avoidance control based on a novel dynamic window approach for agricultural robots	25
A digital twin system for centrifugal pump fault diagnosis driven by transfer learning based on graph convolutional neural networks	25
FCSNet: A quantitative explanation method for surface scratch defects during belt grinding based on deep learning	25
Fabric defect classification using prototypical network of few-shot learning algorithm	25
Full-field deformation measurement of structural nodes based on panoramic camera and deep learning-based tracking method	24
Self-supervised representation learning anomaly detection methodology based on boosting algorithms enhanced by data augmentation using StyleGAN for manufacturing imbalanced data	24
Deep learning based system for garment visual degradation prediction for longevity	24
A core reference ontology for steelmaking process knowledge modelling and information management	24
Editorial Board	24
Online validation of digital twins for manufacturing systems	24

Extended realities and discrete events simulations: A systematic review to define design trade-offs and directions	24
Literature review and methodological framework for integration of IoT and PLM in manufacturing industry	24
Editorial Board	24
A blockchain-enabled deep residual architecture for accountable, in-situ quality control in industry 4.0 with minimal latency	24
Deep attention SMOTE: Data augmentation with a learnable interpolation factor for imbalanced anomaly detection of gas turbines	24
Data-driven and autonomous manufacturing control in cyber-physical production systems	24
Data-driven failure mode and effect analysis (FMEA) to enhance maintenance planning	24
Obituary	24