Journal of Industrial Information Integration

Article	Citations
Structural equation modeling of data usage factors in the construction sector: A comprehensive validation of micro level data usage factors	322
High-speed image enhancement: Real-time super-resolution and artifact removal for degraded analog footage	101
Assessing the traffic scheduling method for time-sensitive networking (TSN) by practical implementation	99
Opportunities and challenges of increased digitalization during new product introduction	88
Evaluating digital transformation readiness in prefabricated construction supply chains: A multi-level model and fairness-aware optimization approach	74
Blockchain and NFT-based traceability and certification for UAV parts in manufacturing	74
CPSD2: A new approach for cyber-physical systems design and development	66
Modeling and optimization algorithm for energy-efficient distributed assembly hybrid flowshop scheduling problem considering worker resources	65
A delphi-informed fuzzy multi-criteria decision framework for prioritizing sustainable development goals in industrial strategy: an application to the paint and coatings sector	64
Explainable deep learning framework for residual stress monitoring in laser shock peening via acoustic emission	64
Approaches for data collection and process standardization in smart manufacturing: Systematic literature review	59
A hybrid constraint programming and cross-entropy approach for balancing U-Shaped disassembly line with flexible workstations and spatial constraints	56
BIM Information Integration Based VR Modeling in Digital Twins in Industry 5.0	54
Human-centric artificial intelligence towards Industry 5.0: retrospect and prospect	51
TRIPLE: A blockchain-based digital twin framework for cyber–physical systems security	46
ChriSmA2: A structured framework for IoT platform evaluation inspired by systematic review principles	46
Adaptive threshold in Leaky-Integrated-and-Fire function for audio-based industrial diagnosis	45
Quantum financing system: A survey on quantum algorithms, potential scenarios and open research issues	45
Multi-source domain adaptation via evidence-based target pseudo-labels for human–computer collaboration fault diagnosis	42
A survey on the use of blockchain for future 6G: Technical aspects, use cases, challenges and research directions	41
Cyber–physical system for fast prototyping of power electronic converters in EMI shaping context	41
Shared steering control framework based on visual-haptic compliance information for mitigating human–machine conflict	38
HCDA: A hidden cross-domain authentication protocol for embodied intelligence in smart manufacturing	37
Human-Centric Green Design for automatic production lines: Using virtual and augmented reality to integrate industrial data and promote sustainability	37
Strategic analysis of e-trade platforms in automotive spare part sector: A T-Spherical fuzzy perspective	36

Physical AI in cyber-physical systems: from digital to embodied industrial agents	36
Classification-based process parameter recommendation in sheet metal forming	36
Collaborative human and computer controls of smart machines – A proposed hybrid control	35
Multi-route fusion method of GNSS and accelerometer for structural health monitoring	35
Enhancing energy efficiency of IEEE 802.15.4- based industrial wireless sensor networks	34
Improving efficiency and quality of operational industrial production assets information management in customer–vendor interaction	34
Collaborative and trustworthy fault diagnosis for mechanical systems based on probabilistic neural network with decision-level information fusion	33
Prioritizing and overcoming barriers to unmanned aerial vehicles adoption in agriculture using an integrated intuitionistic fuzzy decision-making approach	32
Emerging perspectives on embodied intelligence in future smart manufacturing	31
Semantic and modular orchestration of AI-driven digital twins for industrial interoperability and optimization	31
Simulation optimization applied to production scheduling in the era of industry 4.0: A review and future roadmap	30
A novel physics-guided spatial-temporal data mining method with external and internal causal attention for drilling risk evaluation	30
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	30
Attribute relationship based road-safety information acquisition for autonomous driving	29
The multi-factory two-stage assembly scheduling problem	29
Advances and innovations in road surface inspection with light detection and ranging technology	28
Blockchain application to the processes in material design, production, distribution, and disposal: A survey	27
Designing a knowledge-enhanced framework to support supply chain information management	27
A masked graph neural network model for real-time gastric polyp detection in Healthcare 4.0	26
A thorough assessment of the non-IID data impact in federated learning	26
Digital twin-enabled multi-robot system for collaborative assembly of unorganized parts	26
A multi-objective service composition optimization method considering multi-user benefit and adaptive resource partitioning in hybrid cloud manufacturing	25
An IoT-based intelligent irrigation system with data fusion and a self-powered wide-area network	25
Effectiveness of debris flow mitigation measures through T-spherical fuzzy Soft Dombi aggregation operators with EDAS-based multi-criteria decision making in mountainous regions	25
Semi-supervised cross-domain fault diagnosis via contrastive pre-training and annotation-efficient alignment strategy	25
Event camera-based high-efficiency transient sparking fault detection in Hall thrusters	25
A green scheduling model for two-stage photo-etching and acid-etching collaboration in semiconductor manufacturing	25
Improvement of demand fulfillment in Advanced Planning System through decentralized decision support system	24
Integrated end-to-end multilingual method for low-resource agglutinative languages using Cyrillic scripts	24
Investigating the Transdisciplinary Nature of Air Traffic Management (ATM) Networks	24
FedAHPIP: Federated Learning with Adaptive Hot Parameter Identification and Personalized Anchoring for multi-agent collaboration	24
Utilization of a blockchainized reputation management service for performance enhancement of Smart Grid 2.0 applications	23
A force-inspired paradigm for performance-based decision support—Physics of Decision application in nonlinear dynamical systems	23
Optimal coil configuration analysis for the high-uniformity and large-caliber magnetic field immunity testing system	23
A Secure Scheme for Network Coding with Deep Learning in Industrial Internet of Things	23
Development and measurement of a resilience indicator for cyber-socio-technical systems: The allostatic load	23
Mixed reality lab for assembly and disassembly of industrial products	22
Advancing software security: DCodeBERT for automatic vulnerability detection and repair	22
A decision-making optimization model for ship energy system integrating emission reduction regulations and scheduling strategies	22
A multi-layered data service model for Cyber-Physical Production Networks	21
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	20
An indicator-based sustainability assessment framework in manufacturing organisations	20
A three-stage digital maturity model to assess readiness for blockchain implementation in the maritime logistics industry	20
Bridging the gap: Predictive contracts in blockchain-achieving recalibration for industrial networks	20
A Physics-Constrained Multimodal LLM for Fault Diagnosis of Pressurized Water Reactor Coolant Systems with Imbalanced and Under-Sampled Data	19
Implementation of PID controller for liquid level system using mGWO and integration of IoT application	19
Wireless sensor network technology and geospatial technology for groundwater quality monitoring	19
EBH-IoT: Energy-efficient secured data collection and distribution of electronics health record for cloud assisted blockchain enabled IoT based healthcare system	18
Efficient large-scale biomedical ontology matching with anchor-based biomedical ontology partitioning and compact geometric semantic genetic programming	18

AI for information integration and processing in digital twins (AI4IIP-DT)	18
Design and implementation of an active load test rig for high-precision evaluation of servomechanisms in industrial applications	18
Multi-criteria group decision-making with spherical fuzzy rough numbers for biomedical materials in hip prosthesis	17
Hub-blockchain: Unveiling the transparency paradigm in physical supply chains	17
Next generation DES simulation: A research agenda for human centric manufacturing systems	17
Positioning accuracy enhancement of a robotic assembly system for thin-walled aerostructure assembly	17
Managing virtual factory artifacts in the extended PLM context	17
Human-technology integration with industrial conversational agents: A conceptual architecture and a taxonomy for manufacturing	16
Task-driven data fusion for additive manufacturing: Framework, approaches, and case studies	16
Real-time dense traffic detection using lightweight backbone and improved path aggregation feature pyramid network	16
Cloud manufacturing architectures: State-of-art, research challenges and platforms description	16
Editorial Board	16
Estimating adaptation effort in industry 4.0-enabled systems: Introducing two complexity indices with an evolvable network graph approach	16
Energy-resilient closed-loop supply chain design managed by the 3PL provider: A pick-up strategy and data envelopment analysis	16
Blockchain-enabled smart contracts for secure and transparent timber traceability	16
Computational Acceleration of Topology Optimization Using Parallel Computing and Machine Learning Methods – Analysis of Research Trends	15
Enabling interoperable human–AI teaming for automation in construction and manufacturing via Digital Twins and Sliding Work Sharing ontologies	15
A survey on privacy for B5G/6G: New privacy challenges, and research directions	15
Retraction notice to "COVID-19 Automotive Supply Chain Risks: A Manufacturer-Supplier Development Approach" [Journal of Industrial Information Integration 38 March 2024, 100576]	15
Intelligent IoT-enabled healthcare solutions implementing federated meta-learning with blockchain	15
Maize precision seeding scheme based on multi-sensor information fusion	15
AI-based cybersecurity for a sustainable digital industry: Systematic literature review and future research directions	14
Design of robot automatic navigation under computer intelligent algorithm and machine vision	14
How has social media been affecting problem-solving in organizations undergoing Lean Production implementation? A multi-case study	14
A Certificateless Aggregate G+G Signature Scheme with Intersection Method for Efficiency Improvement in Smart Grids	14
High-level reasoning while low-level actuation in cyber–physical systems: How efficient is it?	14
An Edge Cyber–Physical Information-Integration Framework for Energy-Balance-Constrained ROA Estimation of Electrified Agricultural Powertrain Platforms	14
Artificial intelligence use in collaborative network processes	14
Industry 4.0 data security: A cybersecurity frameworks review	14
Expert opinion aggregation-based decision support for human-robot collaboration digital twin maturity assessment	13
A comparative fuzzy strategic assessment framework for space mission selection at NASA	13
Congestive heart failure detection based on attention mechanism-enabled bi-directional long short-term memory model in the internet of medical things	13
Editorial Board	13
An industrial dataspace for automotive supply chain: Secure data sharing based on data association relationship	13
Mobility-entropy–aware adaptive UWB sampling for energy-efficient real-time industrial digital twins	13
Algorithmic framework for enhancement of information control in integrated transportation systems	13
Anomaly detection with a container-based stream processing framework for Industrial Internet of Things	13
An application-time-window based credibility assessment method for equipment digital twins in manufacturing	13
Bottom-up green manufacturing strategy in the wire and cable industry: A Z-DEMATEL approach for identifying critical success criteria	12
Digital twin-driven fault diagnosis method for composite faults by combining virtual and real data	12
Onboard camera-LiDAR deployment optimization: Towards applications for pavement distress detection with multi-sensor fusion	12
Industry 4.0 in waste management: An integrated IoT-based approach for facility location and green vehicle routing	12
Integrated IoT-based production, deep learning, and Business Intelligence approaches for organic food production	12
OPC UA-based three-layer architecture for aggregated microgrids integrating edge cloud computing and IEC 62264	12
A reference architecture for the American Multi-Modal Energy System enterprise	12
Sustainable supply chain network design: Integrating risk management, resilient multimodal transportation, and production strategy	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
Electric vehicle scheduling: State of the art, critical challenges, and future research opportunities	11
Editorial Board	11
Integration of direct energy deposition systems with an optimized process planning algorithm	11
Fuzzy reliability evaluation and machine learning-based fault prediction of wind turbines	11
LightPose: A lightweight fatigue-aware pose estimation framework	11
Overall water effectiveness: A new lean indicator for digital evaluation of water efficiency in industrial processes	11
LLM-MTMP: A large language model-based multi-agent task and motion planning framework for power inspection robots	11
Towards smarter cyberthreats detection model for industrial internet of things (IIoT) 4.0	11
A multi-scenario model fusion and verification method for digital twin machine tool	11
Embracing the quantum frontier: Investigating quantum communication, cryptography, applications and future directions	11
A digital twin for operations management in manufacturing engineering-to-order environments	11
Protagonists in digital transformation: The impact of chief digital officers on firms’ financial performance	11
Steel product number recognition framework using semantic mask-conditioned diffusion model with limited data	11
Application and optimization of quantum-powered generative models for job shop scheduling in semiconductor manufacturing	11
Efficient computation offloading for ethereum DApps	11
Region-Aware Guidance Training for pipeline segmentation in complex outdoor industrial environments	11
Assessment model for Industry 5.0: A holistic approach to readiness and integration	11
Automating appliance verification in facilities management using a denoised Voltage-Current feature extraction and classification pipeline	11
STEP: A structured prompt optimization method for SCADA system tag generation using LLMs	10
Hybrid flow-shop scheduling in collaborative manufacturing with a multi-crossover-operator genetic algorithm	10
Human-Robot Collaboration in Mixed-Flow Assembly Line Balancing under Uncertainty: An Efficient Discrete Bees Algorithm	10
An integrated temporal and spatial synchronization for two-echelon vehicle routing problem in waste collection system	10
Advanced Electronic Controller Circuits Enabling Production Processes and AI-driven KM in Industry 5.0	10
Towards human digital twin: Reviewing human modelling and simulation	10
A smart industrial information system using a business process model, discrete events simulation, optimization, and machine learning algorithms	10
Extended material requirement planning (MRP) within a hybrid energy-enabled smart production system	10
Recognition and optimisation method of impact deformation patterns based on point cloud and deep clustering: Applied to thin-walled tubes	10
Energy-efficient scheduling of a two-stage flexible printed circuit board flow shop using a hybrid Pareto spider monkey optimisation algorithm	10
Editorial Board	9
A novel business context-based approach for improved standards-based systems integration—a feasibility study	9
An inversion-based group decision-making method for evaluating industrial information platforms	9
Enhancing semantic search using ontologies: A hybrid information retrieval approach for industrial text	9

DSCPL: A Deep Cloud Manufacturing Service Clustering Method Using Pseudo-Labels	9
Editorial Board	9
Job-shop scheduling with resource flexibility: A systematic review from traditional to AI-integrated approaches	9
The interplay of data-driven insights and AI anxiety in shaping the impact of AI capabilities on circular economy capability	9
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]	9
Sustainable fertilisation management via tensor multi-task learning using multi-dimensional agricultural data	9
Integrating systems of systems with a federation of rule engines	8
Collaborative task scheduling in IIoT: A comparative study of evolutionary algorithms and deep reinforcement learning	8
From issues to routes: A cooperative costmap with lifelong learning for Multi-AMR navigation	8
Machine learning-enabled healthcare information systems in view of Industrial Information Integration Engineering	8
Enhanced hyper-node faster relational YOLO dwarf mongoose graph attention network for multi-target detection in smart IoT edge-cloud surveillance systems	8
Interoperability levels and challenges of digital twins in cyber–physical systems	8
A physics-informed machine learning approach for temperature field prediction in metallic additive manufacturing	8
A review on machine learning and deep learning techniques for plant leaf disease detection and classification with IoT in agriculture industry	8
Editorial Board	8
From “prepare for the unknown” to “train for what's coming”: A digital twin-driven and cognitive training approach for the workforce of the future in smart factories	8
Innovative decision-making modelling for risk analysis in industrial informatization of infrastructure project	8
Game theory based compatible incentive mechanism design for non-cryptocurrency blockchain systems	8
Type-II robotic partial disassembly line balancing problem and MIP-based bi-stage genetic neighborhood search algorithm	7
Real-time path planning for multi-scenario headland turns in agricultural vehicles using panoramic vision and sequential frame correlation method	7
Editorial Board	7
RETRACTED: Lightweight multiparty privacy set intersection protocol for internet of medical things	7
Integrating smart production and multi-objective reverse logistics for the optimum consumer-centric complex retail strategy towards a smart factory’s solution	7
An integrated decision support framework for exploring the barriers and potential application scenarios in metaverse hospitality	7
Self-adaptive solution for industrial integration of AI-based decision-making systems for industrial flows management	7
Surfing twin transition in agri-food supply chains: The role of iot and data analytics in sustainable decision-making	7
Effects of Lean Tools and Industry 4.0 technology on productivity: An empirical study	7
An anonymization framework for IEC 61850 substation communications: Field-level and topology-aware privacy	7
Towards big data driven construction industry	7
Applying integrated Blockchain and Big Data technologies to improve supply chain traceability and information sharing in the textile sector	7
Employing word-embedding for schema matching in standard lifecycle management	7
Implicit dimension measurement for automated cross-sectional inspection of multi-lumen medical catheters	7
Information scene-augmented mapping for smart bearing whole life cycle digital twin	7
Multi-view collaborative deep information fusion framework for complex industrial process monitoring	7
CoperFed: A covert personalized federated learning framework for Industrial Control Systems intrusion detection	7
A two stage-based approach for swarm UAVs landing in unknown 3D environments	7
A review of applications of AI in monitoring, inspection, and maintenance of railway tracks	7
HVPS-DFN-DL: Intelligent capture and characterization of geological fracture outcrops based on a hybrid vision-photogrammetric system and discrete fracture network	7
Two non-linear programming models for the multi-stage multi-cycle smart production system with autonomation and remanufacturing in same and different cycles to reduce wastes	7
Challenges and opportunities in warehouse management in the context of Industry 5.0	7
Analysis of models and methods and perspectives for corridor allocation problem: a literature review	7
Sustainable planning battery electric buses charging station under two decision-making criteria	7
A transformative solution for construction safety: Blockchain-based system for accident information management	6
Embodied intelligence-based hybrid edge computing networks for scalable task execution in Industrial IoT	6
Industry 4.0 technologies adoption for digital transition in drug discovery and development: A review	6
Compendium law in iterative information management: A comprehensive model perspective	6
Design of supervision solutions for industrial equipment: Schemes, tools and guidelines for the user	6
A distributed permutation flow-shop considering sustainability criteria and real-time scheduling	6
AI agent-based virtual model development, diagnosis, and calibration for building digital twins	6
Assessment and recognition of driver situation awareness in conditional autonomous driving: Integrating cognitive psychology and machine learning	6
Information integration-based factor object approach for object classification judgment in the system fault evolution process	6
The role of ontologies in smart contracts: A systematic literature review	6
Editorial Board	6
Consensus reaching-based decision model for assessing resilient urban public health safety ecosystem with social network analysis	6
A case study on implementing a flexible IIoT service framework for the integration of machine tools	6
LAECIPS: Large vision model assisted adaptive edge–cloud collaboration for IoT-based embodied intelligence system	6
An information integration framework toward cross-organizational management of integrated energy systems	6
Domain-specific languages for the automated generation of datasets for industry 4.0 applications	6
Integrated blockchain and Digital Twin framework for sustainable building energy management	6
A survey of integrated multi-layer security for continuous-process industrial control systems: Insights from a steel manufacturing sector	6
Energy-efficient task offloading in the Industrial Internet of Things: A Lyapunov-guided multi-agent deep reinforcement learning approach	5
Overview: Application status and prospects of digital twin technology in mechanical cutting processing	5
Knowledge sharing-enabled low-code program for collaborative robots in mix-model assembly	5
Enabling human–CPS cognitive interoperability: Cognitive architectures as technologies for human-like cognitive digital twins	5
Editorial Board	5
Navigating digitalization and global value chains: Empirical insights from the Chinese manufacturing industry	5
A broker-embedded data distribution service for resource-constrained IoT environments	5
Lightweight privacy-preserving predictive maintenance in 6G enabled IIoT	5
A novel deep learning method for on-line monitoring of grate bar defects in sintering machine system	5
Adaptive supplier selection framework for sustainable and resilient additive manufacturing supply chains	5
Design ontology for cognitive thread supporting traceability management in model-based systems engineering	5
A design of a circular closed-loop agri-food supply chain network—A case study of the soybean industry	5
Editorial Board	5
A critical analysis of the industrial device scanners’ potentials, risks, and preventives	5
Multimodal thermal sensing and predictive modeling for correcting non-uniform heating in microwave processing	5
An interoperable ontology for CPS-enabled Polyhouse Solar Dryer: A case study of the AgroESP project	5
A review on fabrication and simulation methods of flexible wearable antenna for industrial tumor detection systems	5
Deriving optimal atomic layer deposition process conditions using machine learning	5
A strategic framework for digital maturity of design and construction through a systematic review and application	5
Power distribution optimization of a fully active hybrid energy storage system configuration for vehicular applications	5
Proximal policy optimization with population-based variable neighborhood search algorithm for coordinating photo-etching and acid-etching processes in sustainable storage chip manufacturing	5
An improved RRT-Connect path planning algorithm of robotic arm for automatic sampling of exhaust emission detection in Industry 4.0	5
Industrial information integration through autonomous AI agents: paradoxical effects on transparency, dehumanization, and responsible retail operations	4
Dynamic modelling and multidisciplinary injury-based design optimization of driver workspace in high-speed train collisions	4
The evolution of ontology in AEC: A two-decade synthesis, application domains, and future directions	4
Concurrent local search for process planning and scheduling in the industrial Internet-of-Things environment	4
Backpropagation neural network model with statistical inference in manufacturing processes	4
GreenEdge AI: Sustainable federated learning for smart city air quality prediction	4
Novel decision making approach for sustainable renewable energy resources with cloud fuzzy numbers	4
Knowledge-enhanced ontology-to-vector for automated ontology concept enrichment in BIM	4
Editorial Board	4
IDDM: An incremental dual-network detection model for in-situ inspection of large-scale complex product	4
The impact of generative AI on management innovation	4
Cross-patch graph transformer enforced by contrastive information fusion for energy demand forecasting towards sustainable additive manufacturing	4
How digital transformation is changing product development: A comprehensive analysis	4