OOIR: Observatory of International Research

Papers

(The H4-Index of Computers in Industry is 51. 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 2020-04-01 to 2024-04-01.)

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
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
Estimating Industry 4.0 impact on job profiles and skills using text mining	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
Development of manufacturing execution systems in accordance with Industry 4.0 requirements: A review of standard- and ontology-based methodologies and tools	84
Improved faster R-CNN for fabric defect detection based on Gabor filter with Genetic Algorithm optimization	84
The quiet revolution in machine vision - a state-of-the-art survey paper, including historical review, perspectives, and future directions	82
Building information modeling (BIM)-based modular integrated construction risk management – Critical survey and future needs	81

Advancing zero defect manufacturing: A state-of-the-art perspective and future research directions	81
A framework for data-driven digital twins of smart manufacturing systems	80
Cybersecurity awareness in the context of the Industrial Internet of Things: A systematic literature review	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
Use of Proximal Policy Optimization for the Joint Replenishment Problem	64
Developing a personalized recommendation system in a smart product service system based on unsupervised learning model	64
A survey of machine-learning techniques for condition monitoring and predictive maintenance of bearings in grinding machines	63
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
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
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