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 2022-08-01 to 2026-08-01.)

Article	Citations
Structural equation modeling of data usage factors in the construction sector: A comprehensive validation of micro level data usage factors	353
High-speed image enhancement: Real-time super-resolution and artifact removal for degraded analog footage	110
Assessing the traffic scheduling method for time-sensitive networking (TSN) by practical implementation	109
Quantum financing system: A survey on quantum algorithms, potential scenarios and open research issues	83
A delphi-informed fuzzy multi-criteria decision framework for prioritizing sustainable development goals in industrial strategy: an application to the paint and coatings sector	76
Explainable deep learning framework for residual stress monitoring in laser shock peening via acoustic emission	73
TRIPLE: A blockchain-based digital twin framework for cyber–physical systems security	68
Modeling and optimization algorithm for energy-efficient distributed assembly hybrid flowshop scheduling problem considering worker resources	66
Approaches for data collection and process standardization in smart manufacturing: Systematic literature review	66
ChriSmA2: A structured framework for IoT platform evaluation inspired by systematic review principles	60
Blockchain and NFT-based traceability and certification for UAV parts in manufacturing	60
Evaluating digital transformation readiness in prefabricated construction supply chains: A multi-level model and fairness-aware optimization approach	54
A hybrid constraint programming and cross-entropy approach for balancing U-Shaped disassembly line with flexible workstations and spatial constraints	53
Human-centric artificial intelligence towards Industry 5.0: retrospect and prospect	52
Opportunities and challenges of increased digitalization during new product introduction	49
Cyber–physical system for fast prototyping of power electronic converters in EMI shaping context	45
Shared steering control framework based on visual-haptic compliance information for mitigating human–machine conflict	45
HCDA: A hidden cross-domain authentication protocol for embodied intelligence in smart manufacturing	44
Multi-source domain adaptation via evidence-based target pseudo-labels for human–computer collaboration fault diagnosis	42
Classification-based process parameter recommendation in sheet metal forming	42
Strategic analysis of e-trade platforms in automotive spare part sector: A T-Spherical fuzzy perspective	41
Physical AI in cyber-physical systems: from digital to embodied industrial agents	40
Multi-route fusion method of GNSS and accelerometer for structural health monitoring	40
Human-Centric Green Design for automatic production lines: Using virtual and augmented reality to integrate industrial data and promote sustainability	39
A survey on the use of blockchain for future 6G: Technical aspects, use cases, challenges and research directions	38

Adaptive threshold in Leaky-Integrated-and-Fire function for audio-based industrial diagnosis	38
Collaborative human and computer controls of smart machines – A proposed hybrid control	37
Prioritizing and overcoming barriers to unmanned aerial vehicles adoption in agriculture using an integrated intuitionistic fuzzy decision-making approach	36
Enhancing energy efficiency of IEEE 802.15.4- based industrial wireless sensor networks	36
The multi-factory two-stage assembly scheduling problem	35
A novel physics-guided spatial-temporal data mining method with external and internal causal attention for drilling risk evaluation	35
Attribute relationship based road-safety information acquisition for autonomous driving	35
Collaborative and trustworthy fault diagnosis for mechanical systems based on probabilistic neural network with decision-level information fusion	34
Advances and innovations in road surface inspection with light detection and ranging technology	34
Emerging perspectives on embodied intelligence in future smart manufacturing	34
Improving efficiency and quality of operational industrial production assets information management in customer–vendor interaction	34
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	33
Simulation optimization applied to production scheduling in the era of industry 4.0: A review and future roadmap	32
A scalable deep learning framework for job completion time prediction in cloud-edge environments	30
Blockchain application to the processes in material design, production, distribution, and disposal: A survey	29
Semantic and modular orchestration of AI-driven digital twins for industrial interoperability and optimization	29
Designing a knowledge-enhanced framework to support supply chain information management	28
A masked graph neural network model for real-time gastric polyp detection in Healthcare 4.0	28
Effectiveness of debris flow mitigation measures through T-spherical fuzzy Soft Dombi aggregation operators with EDAS-based multi-criteria decision making in mountainous regions	27
Event camera-based high-efficiency transient sparking fault detection in Hall thrusters	27
Digital twin-enabled multi-robot system for collaborative assembly of unorganized parts	27
A green scheduling model for two-stage photo-etching and acid-etching collaboration in semiconductor manufacturing	27
Investigating the transdisciplinary nature of Air Traffic Management (ATM) networks	26
FedAHPIP: Federated Learning with Adaptive Hot Parameter Identification and Personalized Anchoring for multi-agent collaboration	26
A thorough assessment of the non-IID data impact in federated learning	25
An IoT-based intelligent irrigation system with data fusion and a self-powered wide-area network	25
Semi-supervised cross-domain fault diagnosis via contrastive pre-training and annotation-efficient alignment strategy	25
TwinCompass: A multi-criteria and hybrid reasoning decision support framework for Digital Twin engineering in Cyber–Physical Systems	25
Integrated end-to-end multilingual method for low-resource agglutinative languages using Cyrillic scripts	25
A multi-objective service composition optimization method considering multi-user benefit and adaptive resource partitioning in hybrid cloud manufacturing	25
Improvement of demand fulfillment in Advanced Planning System through decentralized decision support system	24
A Secure Scheme for Network Coding with Deep Learning in Industrial Internet of Things	24
Wireless sensor network technology and geospatial technology for groundwater quality monitoring	24
Bridging the gap: Predictive contracts in blockchain-achieving recalibration for industrial networks	24
Mixed reality lab for assembly and disassembly of industrial products	23
Optimal coil configuration analysis for the high-uniformity and large-caliber magnetic field immunity testing system	23
A force-inspired paradigm for performance-based decision support—Physics of Decision application in nonlinear dynamical systems	23
Development and measurement of a resilience indicator for cyber-socio-technical systems: The allostatic load	22
An indicator-based sustainability assessment framework in manufacturing organisations	22
A decision-making optimization model for ship energy system integrating emission reduction regulations and scheduling strategies	22
A Bi-objective robust optimization and heuristic framework for designing resilient and responsive global supply chains with multimodal transportation	21
Fuzzy ensemble-based federated learning for EEG-based emotion recognition in Internet of Medical Things	21
Advancing software security: DCodeBERT for automatic vulnerability detection and repair	21
Utilization of a blockchainized reputation management service for performance enhancement of Smart Grid 2.0 applications	21
A multi-layered data service model for Cyber-Physical Production Networks	21
A three-stage digital maturity model to assess readiness for blockchain implementation in the maritime logistics industry	20
A physics-constrained multimodal LLM for fault diagnosis of pressurized water reactor coolant systems with imbalanced and under-sampled data	20
Blockchain-enabled smart contracts for secure and transparent timber traceability	19
Real-time dense traffic detection using lightweight backbone and improved path aggregation feature pyramid network	19
Editorial Board	19

Positioning accuracy enhancement of a robotic assembly system for thin-walled aerostructure assembly	18
AI for information integration and processing in digital twins (AI4IIP-DT)	18
Estimating adaptation effort in industry 4.0-enabled systems: Introducing two complexity indices with an evolvable network graph approach	18
Task-driven data fusion for additive manufacturing: Framework, approaches, and case studies	17
Efficient large-scale biomedical ontology matching with anchor-based biomedical ontology partitioning and compact geometric semantic genetic programming	17
Hub-blockchain: Unveiling the transparency paradigm in physical supply chains	17
Intelligent IoT-enabled healthcare solutions implementing federated meta-learning with blockchain	17
EBH-IoT: Energy-efficient secured data collection and distribution of electronics health record for cloud assisted blockchain enabled IoT based healthcare system	17
Design and implementation of an active load test rig for high-precision evaluation of servomechanisms in industrial applications	17
Human-technology integration with industrial conversational agents: A conceptual architecture and a taxonomy for manufacturing	17
A survey on privacy for B5G/6G: New privacy challenges, and research directions	17
Cloud manufacturing architectures: State-of-art, research challenges and platforms description	17
Multi-criteria group decision-making with spherical fuzzy rough numbers for biomedical materials in hip prosthesis	17
Enabling interoperable human–AI teaming for automation in construction and manufacturing via Digital Twins and Sliding Work Sharing ontologies	16
Retraction notice to "COVID-19 Automotive Supply Chain Risks: A Manufacturer-Supplier Development Approach" [Journal of Industrial Information Integration 38 (2024) 100576]	16
Human-Robot Collaborative Supply Chain Scheduling via Reinforcement Learning, Large Neighborhood Search, and Large Language Models	16
How to improve ship energy efficiency under data-scarce scenarios: An advanced pathway enabled by intelligent sample augmentation	15
Bottom-up green manufacturing strategy in the wire and cable industry: A Z-DEMATEL approach for identifying critical success criteria	15
Algorithmic framework for enhancement of information control in integrated transportation systems	15
Maize precision seeding scheme based on multi-sensor information fusion	15
Energy-resilient closed-loop supply chain design managed by the 3PL provider: A pick-up strategy and data envelopment analysis	15
Mobility-entropy–aware adaptive UWB sampling for energy-efficient real-time industrial digital twins	15
An application-time-window based credibility assessment method for equipment digital twins in manufacturing	15
A comparative fuzzy strategic assessment framework for space mission selection at NASA	15
Sustainable supply chain network design: Integrating risk management, resilient multimodal transportation, and production strategy	15
Editorial Board	14
Artificial intelligence use in collaborative network processes	14
An industrial dataspace for automotive supply chain: Secure data sharing based on data association relationship	14
Congestive heart failure detection based on attention mechanism-enabled bi-directional long short-term memory model in the internet of medical things	14
Industry 4.0 in waste management: An integrated IoT-based approach for facility location and green vehicle routing	14
A Certificateless Aggregate G+G Signature Scheme with Intersection Method for Efficiency Improvement in Smart Grids	14
How has social media been affecting problem-solving in organizations undergoing Lean Production implementation? A multi-case study	14
High-level reasoning while low-level actuation in cyber–physical systems: How efficient is it?	14
Industry 4.0 data security: A cybersecurity frameworks review	14
Anomaly detection with a container-based stream processing framework for Industrial Internet of Things	14
Integrated IoT-based production, deep learning, and Business Intelligence approaches for organic food production	13
Application and optimization of quantum-powered generative models for job shop scheduling in semiconductor manufacturing	13
An edge cyber-physical information-integration framework for energy-balance-constrained ROA estimation of electrified agricultural powertrain platforms	13
Virtualized cross-chain managers within multi-industrial blockchain networks	13
Digital twin-driven fault diagnosis method for composite faults by combining virtual and real data	13
Expert opinion aggregation-based decision support for human-robot collaboration digital twin maturity assessment	13
Steel product number recognition framework using semantic mask-conditioned diffusion model with limited data	13
AI-based cybersecurity for a sustainable digital industry: Systematic literature review and future research directions	13
A reference architecture for the American Multi-Modal Energy System enterprise	12
Embracing the quantum frontier: Investigating quantum communication, cryptography, applications and future directions	12
Hybrid flow-shop scheduling in collaborative manufacturing with a multi-crossover-operator genetic algorithm	12
Empowering robotic training with kinesthetic learning and digital twins in human–centric industrial systems	12
Realization of the physical to virtual connection for digital twin of construction crane	12
Dynamic vision-enabled contactless machine fault diagnosis with neuromorphic domain generalization	12
Towards smarter cyberthreats detection model for industrial internet of things (IIoT) 4.0	12
OPC UA-based three-layer architecture for aggregated microgrids integrating edge cloud computing and IEC 62264	12
Onboard camera-LiDAR deployment optimization: Towards applications for pavement distress detection with multi-sensor fusion	12
Electric vehicle scheduling: State of the art, critical challenges, and future research opportunities	12
Editorial Board	11
LightPose: A lightweight fatigue-aware pose estimation framework	11
An integrated temporal and spatial synchronization for two-echelon vehicle routing problem in waste collection system	11
Assessment model for Industry 5.0: A holistic approach to readiness and integration	11
Region-Aware Guidance Training for pipeline segmentation in complex outdoor industrial environments	11
Efficient computation offloading for ethereum DApps	11
Overall water effectiveness: A new lean indicator for digital evaluation of water efficiency in industrial processes	11
Protagonists in digital transformation: The impact of chief digital officers on firms’ financial performance	11
Integration of direct energy deposition systems with an optimized process planning algorithm	11
A multi-scenario model fusion and verification method for digital twin machine tool	11
Automating appliance verification in facilities management using a denoised Voltage-Current feature extraction and classification pipeline	11
Recognition and optimisation method of impact deformation patterns based on point cloud and deep clustering: Applied to thin-walled tubes	11
A digital twin for operations management in manufacturing engineering-to-order environments	11
The interplay of data-driven insights and AI anxiety in shaping the impact of AI capabilities on circular economy capability	10
Human-Robot Collaboration in Mixed-Flow Assembly Line Balancing under Uncertainty: An Efficient Discrete Bees Algorithm	10
Energy-efficient scheduling of a two-stage flexible printed circuit board flow shop using a hybrid Pareto spider monkey optimisation algorithm	10
Real-time distortion prediction in metallic additive manufacturing via a physics-informed deep operator network	10
Orchard unmanned vehicle embodied AI system design: CDA-Fast-SCNN perception, dynamic RANSAC path planning and virtual radar-guided reinforcement learning path tracking control	10
Job-shop scheduling with resource flexibility: A systematic review from traditional to AI-integrated approaches	10
Editorial Board	10
Fuzzy reliability evaluation and machine learning-based fault prediction of wind turbines	10
Editorial Board	10
STEP: A structured prompt optimization method for SCADA system tag generation using LLMs	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
DSCPL: A Deep Cloud Manufacturing Service Clustering Method Using Pseudo-Labels	10
Towards human digital twin: Reviewing human modelling and simulation	10
LLM-MTMP: A large language model-based multi-agent task and motion planning framework for power inspection robots	10