Computers in Industry

Article	Citations
Agri-food 4.0: A survey of the supply chains and technologies for the future agriculture	370
Digital twin paradigm: A systematic literature review	309
Industry 4.0: Adoption challenges and benefits for SMEs	285
Digital Twin for maintenance: A literature review	273
Blockchain in healthcare: A systematic literature review, synthesizing framework and future research agenda	233
Machine learning and reasoning for predictive maintenance in Industry 4.0: Current status and challenges	231
A framework to achieve sustainability in manufacturing organisations of developing economies using industry 4.0 technologies’ enablers	166
A survey on anomaly detection for technical systems using LSTM networks	151
Fault detection and diagnosis for rotating machinery: A model based on convolutional LSTM, Fast Fourier and continuous wavelet transforms	148
Maintenance transformation through Industry 4.0 technologies: A systematic literature review	139
Digital technologies in product-service systems: a literature review and a research agenda	123
Estimating Industry 4.0 impact on job profiles and skills using text mining	122
A double-layer attention based adversarial network for partial transfer learning in machinery fault diagnosis	122
Blockchain-enabled circular supply chain management: A system architecture for fast fashion	122
Machine learning for predictive scheduling and resource allocation in large scale manufacturing systems	103
Managing the barriers of Industry 4.0 adoption and implementation in textile and clothing industry: Interpretive structural model and triple helix framework	99
An investigation into emerging industry 4.0 technologies as drivers of supply chain innovation in Australia	97
Peeking into the void: Digital twins for construction site logistics	95
Implementation of digital twins in the process industry: A systematic literature review of enablers and barriers	94
Mixed supervision for surface-defect detection: From weakly to fully supervised learning	92
Addressing circular economy through design for X approaches: A systematic literature review	89
Improved faster R-CNN for fabric defect detection based on Gabor filter with Genetic Algorithm optimization	84
Development of manufacturing execution systems in accordance with Industry 4.0 requirements: A review of standard- and ontology-based methodologies and tools	84
The quiet revolution in machine vision - a state-of-the-art survey paper, including historical review, perspectives, and future directions	82
Advancing zero defect manufacturing: A state-of-the-art perspective and future research directions	81

Building information modeling (BIM)-based modular integrated construction risk management – Critical survey and future needs	81
Cybersecurity awareness in the context of the Industrial Internet of Things: A systematic literature review	80
A framework for data-driven digital twins of smart manufacturing systems	80
An Augmented Reality inspection tool to support workers in Industry 4.0 environments	79
Two-layer Adaptive Blockchain-based Supervision model for off-site modular housing production	77
Detecting cyberattacks using anomaly detection in industrial control systems: A Federated Learning approach	76
Exploiting knowledge graphs in industrial products and services: A survey of key aspects, challenges, and future perspectives	70
Design of a reference architecture for developing smart warehouses in industry 4.0	69
Developing augmented reality capabilities for industry 4.0 small enterprises: Lessons learnt from a content authoring case study	67
Developing a personalized recommendation system in a smart product service system based on unsupervised learning model	64
Use of Proximal Policy Optimization for the Joint Replenishment Problem	64
A survey of machine-learning techniques for condition monitoring and predictive maintenance of bearings in grinding machines	63
Digital transformation capability maturity model enabling the assessment of industrial manufacturers	62
Autonomous, context-aware, adaptive Digital Twins—State of the art and roadmap	62
A lightweight deep learning algorithm for inspection of laser welding defects on safety vent of power battery	62
A review of vision-aided robotic welding	62
Linking permissioned blockchain to Internet of Things (IoT)-BIM platform for off-site production management in modular construction	61
Digital twin-enabled smart modular integrated construction system for on-site assembly	60
Digital interoperability in logistics and supply chain management: state-of-the-art and research avenues towards Physical Internet	59
Towards a Characterisation of Smart Systems: A Systematic Literature Review	57
Unveiling the technological trends of augmented reality: A patent analysis	56
SMEs and Industry 4.0: Two case studies of digitalization for a smoother integration	56
Systemic formalisation of Cyber-Physical-Social System (CPSS): A systematic literature review	55
Blockchain-enabled cyber-physical smart modular integrated construction	52
Digital twins: An analysis framework and open issues	52
Big data analytics: Implementation challenges in Indian manufacturing supply chains	51
Blockchain for energy sharing and trading in distributed prosumer communities	50
A survey on smart farming data, applications and techniques	49
Optimisation of the resource efficiency of food manufacturing via the Internet of Things	49
Business Process Management: The evolution of a discipline	48
Deep learning-based object detection in augmented reality: A systematic review	46
End-to-end industrial IoT platform for Quality 4.0 applications	46
Data science for engineering design: State of the art and future directions	45
Sustainable building design: Analysing the feasibility of BIM platforms to support practical building sustainability assessment	44
MYOLOv3-Tiny: A new convolutional neural network architecture for real-time detection of track fasteners	44
Cas-VSwin transformer: A variant swin transformer for surface-defect detection	43
Hybrid physics-informed neural networks for main bearing fatigue prognosis with visual grease inspection	43
Light-weight federated learning-based anomaly detection for time-series data in industrial control systems	42
Data-driven failure mode and effect analysis (FMEA) to enhance maintenance planning	41
Technology enablers for the implementation of Industry 4.0 to traditional manufacturing sectors: A review	41
Heterogeneous and dependable networks in industry – A survey	40
A lightweight detector based on attention mechanism for aluminum strip surface defect detection	40
Utilizing safety rule correlation for mobile scaffolds monitoring leveraging deep convolution neural networks	39
Concept design evaluation by using Z-axiomatic design	38
Towards automatic visual inspection: A weakly supervised learning method for industrial applicable object detection	38
Exploring the use of AR technology for co-creative product and packaging design	37
Towards Zero Defect Manufacturing paradigm: A review of the state-of-the-art methods and open challenges	37
Threat modelling for industrial cyber physical systems in the era of smart manufacturing	36
Enterprise modelling: Research review and outlook	36
Perspective on holonic manufacturing systems: PROSA becomes ARTI	36

The architectural design and implementation of a digital platform for Industry 4.0 SME collaboration	36
A Middleware Platform for Intelligent Automation: An Industrial Prototype Implementation	35
An approach and decision support tool for forming Industry 4.0 supply chain collaborations	35
A systematic design method of adaptive augmented reality work instruction for complex industrial operations	35
A digital twin hierarchy for metal additive manufacturing	34
Lean manufacturing and internet of things – A synergetic or antagonist relationship?	34
Designing solutions with the product-service systems digital twin: What is now and what is next?	34
An ontology-based framework to formalize and represent 4D printing knowledge in design	33
Secure Intelligent Fuzzy Blockchain Framework: Effective Threat Detection in IoT Networks	33
Ontology-based approach to extract product's design features from online customers’ reviews	33
Integrating NLP and context-free grammar for complex rule interpretation towards automated compliance checking	33
Orchestrating product provenance story: When IOTA ecosystem meets electronics supply chain space	32
Towards the adoption of virtual reality training systems for the self-tuition of industrial robot operators: A case study at KUKA	32
Technical Sentiment Analysis. Measuring Advantages and Drawbacks of New Products Using Social Media	31
Data-driven value creation in Smart Product-Service System design: State-of-the-art and research directions	31
Stable and explainable deep learning damage prediction for prismatic cantilever steel beam	30
Pretrained domain-specific language model for natural language processing tasks in the AEC domain	30
Using business process models for the specification of manufacturing operations	30
A Novel Approach to Data Augmentation for Pavement Distress Segmentation	30
Special issue on Agri-Food 4.0 and digitalization in agriculture supply chains - New directions, challenges and applications	29
A virtual metrology method with prediction uncertainty based on Gaussian process for chemical mechanical planarization	29
Blockchain supported BIM data provenance for construction projects	29
A deep reinforcement learning based multi-criteria decision support system for optimizing textile chemical process	29
Reinforcement learning for industrial process control: A case study in flatness control in steel industry	28
Deep-learning-based retrieval of piping component catalogs for plant 3D CAD model reconstruction	28
Maturity classification of sweet peppers using image datasets acquired in different times	28
Towards an adapted PHM approach: Data quality requirements methodology for fault detection applications	28
Pixel-level tunnel crack segmentation using a weakly supervised annotation approach	28
Comparison of RSM, ANN and Fuzzy Logic for extraction of Oleonolic Acid from Ocimum sanctum	28
Context-awareness for the design of Smart-product service systems: Literature review	28
From forest to finished products: The contribution of Industry 4.0 technologies to the wood sector	27
Integrated and adaptive AR maintenance and shop-floor rescheduling	27
A spatial multi-resolution multi-objective data-driven ensemble model for multi-step air quality index forecasting based on real-time decomposition	27
BPRIM: An integrated framework for business process management and risk management	27
CACDA: A knowledge graph for a context-aware cognitive design assistant	27
Measuring the fourth industrial revolution through the Industry 4.0 lens: The relevance of resources, capabilities and the value chain	26
A catalogue of digital solution areas for prioritising the needs of manufacturing SMEs	26
Towards fully BIM-enabled building automation and robotics: A perspective of lifecycle information flow	26
Human-centric zero-defect manufacturing: State-of-the-art review, perspectives, and challenges	26
Multiple perspectives on analyzing risk factors in FMEA	26
Ultra-short-term forecasting for photovoltaic power plants and real-time key performance indicators analysis with big data solutions. Two case studies - PV Agigea and PV Giurgiu located in Romania	26
Building A blockchain-based decentralized digital asset management system for commercial aircraft leasing	26
Multiscale dynamic fusion prototypical cluster network for fault diagnosis of planetary gearbox under few labeled samples	25
Using text mining to retrieve information about circular economy	25
Towards situational aware cyber-physical systems: A security-enhancing use case of blockchain-based digital twins	25
Synchromodal transportation planning using travel time information	25
Coupling data-driven and model-based methods to improve fault diagnosis	25
Ensemble of convolutional neural networks based on an evolutionary algorithm applied to an industrial welding process	25
The biggest business process management problems to solve before we die	24
The Critical Success Factors for Robotic Process Automation	24
A digital twin approach for tunnel construction safety early warning and management	24
RETRACTED: Knowledge-based deep belief network for machining roughness prediction and knowledge discovery	24
Aircraft visual inspection: A systematic literature review	24
Deep learning-based visual control assistant for assembly in Industry 4.0	24
An Approach Based on Bayesian Network for Improving Project Management Maturity: An Application to Reduce Cost Overrun Risks in Engineering Projects	23
A stacking ensemble classifier with handcrafted and convolutional features for wafer map pattern classification	23
Chaos theory using density of maxima applied to the diagnosis of three-phase induction motor bearings failure by sound analysis	23
The relationship between ERP capabilities, use, and value	23
Interpretable deep learning approach for tool wear monitoring in high-speed milling	23
Patent infringement analysis using a text mining technique based on SAO structure	22
Conceptualizing customer value in data-driven services and smart PSS	22
A Decision Support System for rapid ramp-up of industry 4.0 enabled production systems	22
Digital transformation of maritime logistics: Exploring trends in the liner shipping segment	22
Wearable and interactive mixed reality solutions for fault diagnosis and assistance in manufacturing systems: Implementation and testing in an aseptic bottling line	22
Cognitive analytics platform with AI solutions for anomaly detection	21
Utilizing domain knowledge in data-driven process discovery: A literature review	21
Chisel edge wear measurement of high-speed steel twist drills based on machine vision	21
An information architecture to enable track-and-trace capability in Physical Internet ports	21
The main trends for multi-tier supply chain in Industry 4.0 based on Natural Language Processing	21
Circular production and maintenance of automotive parts: An Internet of Things (IoT) data framework and practice review	21
A novel knowledge graph development for industry design: A case study on indirect coal liquefaction process	21
A cloud-based condition monitoring system for fault detection in rotating machines using PROFINET process data	20
A collaborative network of digital twins for anomaly detection applications of complex systems. Snitch Digital Twin concept	20
Cyber physical system-enabled synchronization mechanism for pick-and-sort ecommerce order fulfilment	20
Computational framework for real-time diagnostics and prognostics of aircraft actuation systems	20
A flexible configuration method of distributed manufacturing resources in the context of social manufacturing	20
The role of interoperability dimensions in building information modelling	20
An accurate fuzzy measure-based detection method for various types of defects on strip steel surfaces	20
Model-based data integration along the product & service life cycle supported by digital twinning	20
Anomaly detection method based on the deep knowledge behind behavior patterns in industrial components. Application to a hydropower plant	20

Smart manufacturing and DVSM based on an Ontological approach	20
A feature fusion enhanced multiscale CNN with attention mechanism for spot-welding surface appearance recognition	20