OOIR: Observatory of International Research

Papers

(The TQCC of Journal of Industrial Information Integration is 10. 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 2021-09-01 to 2025-09-01.)

Article	Citations
A combined CKF-PSR method for random noise compensation of vibratory gyroscopes	911
TRIPLE: A blockchain-based digital twin framework for cyber–physical systems security	508
BIM Information Integration Based VR Modeling in Digital Twins in Industry 5.0	233
Blockchain and NFT-based traceability and certification for UAV parts in manufacturing	215
Explainable deep learning framework for residual stress monitoring in laser shock peening via acoustic emission	204
Human-centric artificial intelligence towards Industry 5.0: retrospect and prospect	74
Exploring the benefits of scheduling with advanced and real-time information integration in Industry 4.0: A computational study	71
Structural equation modeling of data usage factors in the construction sector: A comprehensive validation of micro level data usage factors	68
High-speed image enhancement: Real-time super-resolution and artifact removal for degraded analog footage	68
CPSD2: A new approach for cyber-physical systems design and development	65
Modeling and optimization algorithm for energy-efficient distributed assembly hybrid flowshop scheduling problem considering worker resources	62
Assessing the traffic scheduling method for time-sensitive networking (TSN) by practical implementation	56
Evaluating digital transformation readiness in prefabricated construction supply chains: A multi-level model and fairness-aware optimization approach	54
Opportunities and challenges of increased digitalization during new product introduction	52
Quantum financing system: A survey on quantum algorithms, potential scenarios and open research issues	51
A hybrid constraint programming and cross-entropy approach for balancing U-Shaped disassembly line with flexible workstations and spatial constraints	50
Approaches for data collection and process standardization in smart manufacturing: Systematic literature review	50
Strategic analysis of e-trade platforms in automotive spare part sector: A T-Spherical fuzzy perspective	50
Classification-based process parameter recommendation in sheet metal forming	49
Human-Centric Green Design for automatic production lines: Using virtual and augmented reality to integrate industrial data and promote sustainability	48
A survey on the use of blockchain for future 6G: Technical aspects, use cases, challenges and research directions	48
SCSAP: Spiral Clustering Based on Selective Activation Protocol for industrial tailored WSNs	46
Cyber–physical system for fast prototyping of power electronic converters in EMI shaping context	46
Multi-route fusion method of GNSS and accelerometer for structural health monitoring	44
Collaborative and trustworthy fault diagnosis for mechanical systems based on probabilistic neural network with decision-level information fusion	43

Enhancing energy efficiency of IEEE 802.15.4- based industrial wireless sensor networks	40
Collaborative human and computer controls of smart machines – A proposed hybrid control	39
A novel physics-guided spatial-temporal data mining method with external and internal causal attention for drilling risk evaluation	38
The multi-factory two-stage assembly scheduling problem	36
Improving efficiency and quality of operational industrial production assets information management in customer–vendor interaction	35
DS-Chain: A secure and auditable multi-cloud assisted EHR storage model on efficient deletable blockchain	35
Advances and innovations in road surface inspection with light detection and ranging technology	33
Supply chain equilibrium on a game theory-incentivized blockchain network	32
Simulation optimization applied to production scheduling in the era of industry 4.0: A review and future roadmap	32
Bridging the gap between Industry 4.0 and manufacturing SMEs: A framework for an end-to-end Total Manufacturing Quality 4.0’s implementation and adoption	32
Editorial Board	32
Blockchain application to the processes in material design, production, distribution, and disposal: A survey	30
A masked graph neural network model for real-time gastric polyp detection in Healthcare 4.0	29
An IoT-based intelligent irrigation system with data fusion and a self-powered wide-area network	27
A multi-objective service composition optimization method considering multi-user benefit and adaptive resource partitioning in hybrid cloud manufacturing	27
Designing a knowledge-enhanced framework to support supply chain information management	27
A green scheduling model for two-stage photo-etching and acid-etching collaboration in semiconductor manufacturing	26
Digital twin-enabled multi-robot system for collaborative assembly of unorganized parts	26
A Secure Scheme for Network Coding with Deep Learning in Industrial Internet of Things	25
Integrated end-to-end multilingual method for low-resource agglutinative languages using Cyrillic scripts	25
Utilization of a blockchainized reputation management service for performance enhancement of Smart Grid 2.0 applications	23
Bridging the gap: Predictive contracts in blockchain-achieving recalibration for industrial networks	23
A three-stage digital maturity model to assess readiness for blockchain implementation in the maritime logistics industry	22
Improvement of demand fulfillment in Advanced Planning System through decentralized decision support system	22
Implementation of PID controller for liquid level system using mGWO and integration of IoT application	22
A Bi-objective robust optimization and heuristic framework for designing resilient and responsive global supply chains with multimodal transportation	22
Optimal coil configuration analysis for the high-uniformity and large-caliber magnetic field immunity testing system	22
Mixed reality lab for assembly and disassembly of industrial products	21
Towards a knowledge-based cognitive system for industrial application: Case of personalized products	21
Fuzzy ensemble-based federated learning for EEG-based emotion recognition in Internet of Medical Things	21
Design of ergonomic dashboards for tractors and trucks: innovative method and tools	21
An indicator-based sustainability assessment framework in manufacturing organisations	21
Wireless sensor network technology and geospatial technology for groundwater quality monitoring	20
Advancing software security: DCodeBERT for automatic vulnerability detection and repair	20
A decision-making optimization model for ship energy system integrating emission reduction regulations and scheduling strategies	20
Conceptual Design for Assembly methodology formalization: systems installation analysis and manufacturing information integration in the design and development of aircraft architectures	20
A force-inspired paradigm for performance-based decision support—Physics of Decision application in nonlinear dynamical systems	20
Development and measurement of a resilience indicator for cyber-socio-technical systems: The allostatic load	19
Positioning accuracy enhancement of a robotic assembly system for thin-walled aerostructure assembly	19
Maize precision seeding scheme based on multi-sensor information fusion	19
Design and implementation of an active load test rig for high-precision evaluation of servomechanisms in industrial applications	19
Estimating adaptation effort in industry 4.0-enabled systems: Introducing two complexity indices with an evolvable network graph approach	19
Vision-based real-time vehicle detection and vehicle speed measurement using morphology and binary logical operation	19
Industry 5.0: A survey on enabling technologies and potential applications	19
Multi-criteria group decision-making with spherical fuzzy rough numbers for biomedical materials in hip prosthesis	19
Intelligent IoT-enabled healthcare solutions implementing federated meta-learning with blockchain	18
Energy-resilient closed-loop supply chain design managed by the 3PL provider: A pick-up strategy and data envelopment analysis	18
Managing virtual factory artifacts in the extended PLM context	18
Real-time dense traffic detection using lightweight backbone and improved path aggregation feature pyramid network	18
Efficient large-scale biomedical ontology matching with anchor-based biomedical ontology partitioning and compact geometric semantic genetic programming	17

Customized product development supported by integrated information	17
Next generation DES simulation: A research agenda for human centric manufacturing systems	17
Models and algorithms for production planning, scheduling and sequencing problems: A holistic framework and a systematic review	17
Task-driven data fusion for additive manufacturing: Framework, approaches, and case studies	17
Data Fusion in Forecasting Medical Demands based on Spectrum of Post-Earthquake Diseases	17
A survey on privacy for B5G/6G: New privacy challenges, and research directions	17
EBH-IoT: Energy-efficient secured data collection and distribution of electronics health record for cloud assisted blockchain enabled IoT based healthcare system	17
Human-technology integration with industrial conversational agents: A conceptual architecture and a taxonomy for manufacturing	17
Computational Acceleration of Topology Optimization Using Parallel Computing and Machine Learning Methods – Analysis of Research Trends	17
Cloud manufacturing architectures: State-of-art, research challenges and platforms description	17
An industrial dataspace for automotive supply chain: Secure data sharing based on data association relationship	16
Industry 4.0 in waste management: An integrated IoT-based approach for facility location and green vehicle routing	16
Editorial Board	16
Bottom-up green manufacturing strategy in the wire and cable industry: A Z-DEMATEL approach for identifying critical success criteria	16
Expert opinion aggregation-based decision support for human-robot collaboration digital twin maturity assessment	16
Organizational process maturity model for IoT data quality management	15
Algorithmic framework for enhancement of information control in integrated transportation systems	15
Congestive heart failure detection based on attention mechanism-enabled bi-directional long short-term memory model in the internet of medical things	15
How has social media been affecting problem-solving in organizations undergoing Lean Production implementation? A multi-case study	15
Sustainable supply chain network design: Integrating risk management, resilient multimodal transportation, and production strategy	15
Industrial parts change recognition model using machine vision, image processing in the framework of industrial information integration	15
AVA: A component-oriented abstraction layer for virtual plug&produce automation systems engineering	14
Bi-level programming for home health care supply chain considering outsourcing	14
A comparative fuzzy strategic assessment framework for space mission selection at NASA	14
Integrated IoT-based production, deep learning, and Business Intelligence approaches for organic food production	14
Anomaly detection with a container-based stream processing framework for Industrial Internet of Things	14
Electric vehicle scheduling: State of the art, critical challenges, and future research opportunities	13
Study on artificial intelligence: The state of the art and future prospects	13
An application-time-window based credibility assessment method for equipment digital twins in manufacturing	13
Embracing the quantum frontier: Investigating quantum communication, cryptography, applications and future directions	13
Service-oriented distributionally robust lane reservation	13
Artificial intelligence use in collaborative network processes	13
Industry 4.0 data security: A cybersecurity frameworks review	13
Realization of the physical to virtual connection for digital twin of construction crane	13
Design of robot automatic navigation under computer intelligent algorithm and machine vision	13
Digital twin-driven fault diagnosis method for composite faults by combining virtual and real data	13
A reference architecture for the American Multi-Modal Energy System enterprise	12
High level control of chemical plant by industry 4.0 solutions	12
Recognition and optimisation method of impact deformation patterns based on point cloud and deep clustering: Applied to thin-walled tubes	12
Directional antenna based node localization and reliable data collection mechanism using local sink for wireless sensor networks	12
Empowering robotic training with kinesthetic learning and digital twins in human–centric industrial systems	12
Efficient computation offloading for ethereum DApps	12
Steel product number recognition framework using semantic mask-conditioned diffusion model with limited data	12
Towards smarter cyberthreats detection model for industrial internet of things (IIoT) 4.0	12
Impairments-aware time slot allocation model for energy-constrained multi-hop clustered IoT nodes considering TDMA and DSSS MAC protocols	12
Hybrid flow-shop scheduling in collaborative manufacturing with a multi-crossover-operator genetic algorithm	11
Editorial Board	11
Assessment model for Industry 5.0: A holistic approach to readiness and integration	10
A digital twin for operations management in manufacturing engineering-to-order environments	10
Protagonists in digital transformation: The impact of chief digital officers on firms’ financial performance	10
Retraction notice to “An edge-computing based industrial gateway for industry 4.0 using ARM TrustZone technology” [Journal of Industrial Information Integration 33 (2023) 100441]	10
Human-Robot Collaboration in Mixed-Flow Assembly Line Balancing under Uncertainty: An Efficient Discrete Bees Algorithm	10
A multi-scenario model fusion and verification method for digital twin machine tool	10
Design of an IoT-PLC: A containerized programmable logical controller for the industry 4.0	10
An integrated temporal and spatial synchronization for two-echelon vehicle routing problem in waste collection system	10
Information integration framework for a public–private partnership system of an urban railway transit project (Part B: An empirical application)	10
Integration of direct energy deposition systems with an optimized process planning algorithm	10
Energy-efficient scheduling of a two-stage flexible printed circuit board flow shop using a hybrid Pareto spider monkey optimisation algorithm	10
Fuzzy reliability evaluation and machine learning-based fault prediction of wind turbines	10
Editorial Board	10