Journal of Industrial Information Integration

Article	Citations
Blockchain and NFT-based traceability and certification for UAV parts in manufacturing	1008
Explainable deep learning framework for residual stress monitoring in laser shock peening via acoustic emission	256
Evaluating digital transformation readiness in prefabricated construction supply chains: A multi-level model and fairness-aware optimization approach	248
CPSD2: A new approach for cyber-physical systems design and development	238
TRIPLE: A blockchain-based digital twin framework for cyber–physical systems security	86
Assessing the traffic scheduling method for time-sensitive networking (TSN) by practical implementation	76
High-speed image enhancement: Real-time super-resolution and artifact removal for degraded analog footage	75
Structural equation modeling of data usage factors in the construction sector: A comprehensive validation of micro level data usage factors	74
BIM Information Integration Based VR Modeling in Digital Twins in Industry 5.0	64
Quantum financing system: A survey on quantum algorithms, potential scenarios and open research issues	63
Opportunities and challenges of increased digitalization during new product introduction	59
A hybrid constraint programming and cross-entropy approach for balancing U-Shaped disassembly line with flexible workstations and spatial constraints	59
A combined CKF-PSR method for random noise compensation of vibratory gyroscopes	58
Exploring the benefits of scheduling with advanced and real-time information integration in Industry 4.0: A computational study	58
Approaches for data collection and process standardization in smart manufacturing: Systematic literature review	56
Modeling and optimization algorithm for energy-efficient distributed assembly hybrid flowshop scheduling problem considering worker resources	55
Cyber–physical system for fast prototyping of power electronic converters in EMI shaping context	51
Human-centric artificial intelligence towards Industry 5.0: retrospect and prospect	51
Strategic analysis of e-trade platforms in automotive spare part sector: A T-Spherical fuzzy perspective	48
SCSAP: Spiral Clustering Based on Selective Activation Protocol for industrial tailored WSNs	45
Classification-based process parameter recommendation in sheet metal forming	44
Adaptive threshold in Leaky-Integrated-and-Fire function for audio-based industrial diagnosis	43
Shared steering control framework based on visual-haptic compliance information for mitigating human–machine conflict	43
HCDA: A hidden cross-domain authentication protocol for embodied intelligence in smart manufacturing	42
Multi-route fusion method of GNSS and accelerometer for structural health monitoring	41

Human-Centric Green Design for automatic production lines: Using virtual and augmented reality to integrate industrial data and promote sustainability	41
Physical AI in cyber-physical systems: from digital to embodied industrial agents	38
A survey on the use of blockchain for future 6G: Technical aspects, use cases, challenges and research directions	36
A novel physics-guided spatial-temporal data mining method with external and internal causal attention for drilling risk evaluation	35
Enhancing energy efficiency of IEEE 802.15.4- based industrial wireless sensor networks	35
Collaborative human and computer controls of smart machines – A proposed hybrid control	33
Improving efficiency and quality of operational industrial production assets information management in customer–vendor interaction	33
Simulation optimization applied to production scheduling in the era of industry 4.0: A review and future roadmap	32
The multi-factory two-stage assembly scheduling problem	32
DS-Chain: A secure and auditable multi-cloud assisted EHR storage model on efficient deletable blockchain	31
Collaborative and trustworthy fault diagnosis for mechanical systems based on probabilistic neural network with decision-level information fusion	31
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	31
Semantic and modular orchestration of AI-driven digital twins for industrial interoperability and optimization	31
Supply chain equilibrium on a game theory-incentivized blockchain network	30
Designing a knowledge-enhanced framework to support supply chain information management	29
Advances and innovations in road surface inspection with light detection and ranging technology	29
A masked graph neural network model for real-time gastric polyp detection in Healthcare 4.0	29
A green scheduling model for two-stage photo-etching and acid-etching collaboration in semiconductor manufacturing	29
Editorial Board	27
Blockchain application to the processes in material design, production, distribution, and disposal: A survey	27
A multi-objective service composition optimization method considering multi-user benefit and adaptive resource partitioning in hybrid cloud manufacturing	26
Effectiveness of debris flow mitigation measures through T-spherical fuzzy Soft Dombi aggregation operators with EDAS-based multi-criteria decision making in mountainous regions	26
Digital twin-enabled multi-robot system for collaborative assembly of unorganized parts	26
Integrated end-to-end multilingual method for low-resource agglutinative languages using Cyrillic scripts	25
An IoT-based intelligent irrigation system with data fusion and a self-powered wide-area network	25
Fuzzy ensemble-based federated learning for EEG-based emotion recognition in Internet of Medical Things	25
Bridging the gap: Predictive contracts in blockchain-achieving recalibration for industrial networks	24
A force-inspired paradigm for performance-based decision support—Physics of Decision application in nonlinear dynamical systems	23
Advancing software security: DCodeBERT for automatic vulnerability detection and repair	23
Utilization of a blockchainized reputation management service for performance enhancement of Smart Grid 2.0 applications	23
A three-stage digital maturity model to assess readiness for blockchain implementation in the maritime logistics industry	23
Optimal coil configuration analysis for the high-uniformity and large-caliber magnetic field immunity testing system	23
Towards a knowledge-based cognitive system for industrial application: Case of personalized products	23
A Secure Scheme for Network Coding with Deep Learning in Industrial Internet of Things	23
Design of ergonomic dashboards for tractors and trucks: innovative method and tools	22
Improvement of demand fulfillment in Advanced Planning System through decentralized decision support system	22
Wireless sensor network technology and geospatial technology for groundwater quality monitoring	22
Development and measurement of a resilience indicator for cyber-socio-technical systems: The allostatic load	22
A decision-making optimization model for ship energy system integrating emission reduction regulations and scheduling strategies	22
Implementation of PID controller for liquid level system using mGWO and integration of IoT application	21
Industry 5.0: A survey on enabling technologies and potential applications	21
Conceptual Design for Assembly methodology formalization: systems installation analysis and manufacturing information integration in the design and development of aircraft architectures	21
An indicator-based sustainability assessment framework in manufacturing organisations	21
Mixed reality lab for assembly and disassembly of industrial products	21
A Bi-objective robust optimization and heuristic framework for designing resilient and responsive global supply chains with multimodal transportation	21
Enabling interoperable human–AI teaming for automation in construction and manufacturing via Digital Twins and Sliding Work Sharing ontologies	20
Hub-blockchain: Unveiling the transparency paradigm in physical supply chains	20
Estimating adaptation effort in industry 4.0-enabled systems: Introducing two complexity indices with an evolvable network graph approach	20
Design and implementation of an active load test rig for high-precision evaluation of servomechanisms in industrial applications	20
A multi-layered data service model for Cyber-Physical Production Networks	20

Cloud manufacturing architectures: State-of-art, research challenges and platforms description	19
Editorial Board	19
Maize precision seeding scheme based on multi-sensor information fusion	18
Efficient large-scale biomedical ontology matching with anchor-based biomedical ontology partitioning and compact geometric semantic genetic programming	18
Customized product development supported by integrated information	18
Intelligent IoT-enabled healthcare solutions implementing federated meta-learning with blockchain	18
Human-technology integration with industrial conversational agents: A conceptual architecture and a taxonomy for manufacturing	17
Managing virtual factory artifacts in the extended PLM context	17
Vision-based real-time vehicle detection and vehicle speed measurement using morphology and binary logical operation	17
Real-time dense traffic detection using lightweight backbone and improved path aggregation feature pyramid network	17
A survey on privacy for B5G/6G: New privacy challenges, and research directions	17
Energy-resilient closed-loop supply chain design managed by the 3PL provider: A pick-up strategy and data envelopment analysis	16
Models and algorithms for production planning, scheduling and sequencing problems: A holistic framework and a systematic review	16
Next generation DES simulation: A research agenda for human centric manufacturing systems	16
Multi-criteria group decision-making with spherical fuzzy rough numbers for biomedical materials in hip prosthesis	16
Positioning accuracy enhancement of a robotic assembly system for thin-walled aerostructure assembly	16
EBH-IoT: Energy-efficient secured data collection and distribution of electronics health record for cloud assisted blockchain enabled IoT based healthcare system	16
Computational Acceleration of Topology Optimization Using Parallel Computing and Machine Learning Methods – Analysis of Research Trends	16
Blockchain-enabled smart contracts for secure and transparent timber traceability	16
Bottom-up green manufacturing strategy in the wire and cable industry: A Z-DEMATEL approach for identifying critical success criteria	15
Industrial parts change recognition model using machine vision, image processing in the framework of industrial information integration	15
Organizational process maturity model for IoT data quality management	15
A comparative fuzzy strategic assessment framework for space mission selection at NASA	15
Task-driven data fusion for additive manufacturing: Framework, approaches, and case studies	15
How has social media been affecting problem-solving in organizations undergoing Lean Production implementation? A multi-case study	15
An industrial dataspace for automotive supply chain: Secure data sharing based on data association relationship	14
Algorithmic framework for enhancement of information control in integrated transportation systems	14
Editorial Board	14
Industry 4.0 in waste management: An integrated IoT-based approach for facility location and green vehicle routing	14
An application-time-window based credibility assessment method for equipment digital twins in manufacturing	14
Industry 4.0 data security: A cybersecurity frameworks review	14
Design of robot automatic navigation under computer intelligent algorithm and machine vision	14
AVA: A component-oriented abstraction layer for virtual plug&produce automation systems engineering	14
AI-based cybersecurity for a sustainable digital industry: Systematic literature review and future research directions	13
Congestive heart failure detection based on attention mechanism-enabled bi-directional long short-term memory model in the internet of medical things	13
Bi-level programming for home health care supply chain considering outsourcing	13
Realization of the physical to virtual connection for digital twin of construction crane	13
Integrated IoT-based production, deep learning, and Business Intelligence approaches for organic food production	13
Expert opinion aggregation-based decision support for human-robot collaboration digital twin maturity assessment	13
A Certificateless Aggregate G+G Signature Scheme with Intersection Method for Efficiency Improvement in Smart Grids	13
Steel product number recognition framework using semantic mask-conditioned diffusion model with limited data	13
Sustainable supply chain network design: Integrating risk management, resilient multimodal transportation, and production strategy	13
Artificial intelligence use in collaborative network processes	13
Anomaly detection with a container-based stream processing framework for Industrial Internet of Things	13
Digital twin-driven fault diagnosis method for composite faults by combining virtual and real data	13
Service-oriented distributionally robust lane reservation	13
Electric vehicle scheduling: State of the art, critical challenges, and future research opportunities	12
Onboard camera-LiDAR deployment optimization: Towards applications for pavement distress detection with multi-sensor fusion	12
Towards smarter cyberthreats detection model for industrial internet of things (IIoT) 4.0	12
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
Empowering robotic training with kinesthetic learning and digital twins in human–centric industrial systems	12
OPC UA-based three-layer architecture for aggregated microgrids integrating edge cloud computing and IEC 62264	12
Hybrid flow-shop scheduling in collaborative manufacturing with a multi-crossover-operator genetic algorithm	11
Assessment model for Industry 5.0: A holistic approach to readiness and integration	11
LLM-MTMP: A large language model-based multi-agent task and motion planning framework for power inspection robots	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
Protagonists in digital transformation: The impact of chief digital officers on firms’ financial performance	11
Editorial Board	11
Recognition and optimisation method of impact deformation patterns based on point cloud and deep clustering: Applied to thin-walled tubes	11
Region-Aware Guidance Training for pipeline segmentation in complex outdoor industrial environments	11
LightPose: A lightweight fatigue-aware pose estimation framework	10
A digital twin for operations management in manufacturing engineering-to-order environments	10
Impairments-aware time slot allocation model for energy-constrained multi-hop clustered IoT nodes considering TDMA and DSSS MAC protocols	10
An integrated temporal and spatial synchronization for two-echelon vehicle routing problem in waste collection system	10
Towards human digital twin: Reviewing human modelling and simulation	10
High level control of chemical plant by industry 4.0 solutions	10
Design of an IoT-PLC: A containerized programmable logical controller for the industry 4.0	10
A multi-scenario model fusion and verification method for digital twin machine tool	10
Towards user-centered and legally relevant smart-contract development: A systematic literature review	9
The interplay of data-driven insights and AI anxiety in shaping the impact of AI capabilities on circular economy capability	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
Human-Robot Collaboration in Mixed-Flow Assembly Line Balancing under Uncertainty: An Efficient Discrete Bees Algorithm	9
A smart industrial information system using a business process model, discrete events simulation, optimization, and machine learning algorithms	9
Integrating systems of systems with a federation of rule engines	9
Extended material requirement planning (MRP) within a hybrid energy-enabled smart production system	9
Enhancing semantic search using ontologies: A hybrid information retrieval approach for industrial text	9
Editorial Board	9

Efficient computation offloading for ethereum DApps	9
STEP: A structured prompt optimization method for SCADA system tag generation using LLMs	9
A taxonomy study on securing Blockchain-based Industrial applications: An overview, application perspectives, requirements, attacks, countermeasures, and open issues	9
A hybrid Decision Support System for automating decision making in the event of defects in the era of Zero Defect Manufacturing	9
A defect detection system for wire arc additive manufacturing using incremental learning	9
Advanced Electronic Controller Circuits Enabling Production Processes and AI-driven KM in Industry 5.0	9
DSCPL: A Deep Cloud Manufacturing Service Clustering Method Using Pseudo-Labels	9
Information integration framework for a public–private partnership system of an urban railway transit project (Part B: An empirical application)	9
Energy-efficient scheduling of a two-stage flexible printed circuit board flow shop using a hybrid Pareto spider monkey optimisation algorithm	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
A review of applications of AI in monitoring, inspection, and maintenance of railway tracks	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
Information integration-based factor object approach for object classification judgment in the system fault evolution process	8
Employing word-embedding for schema matching in standard lifecycle management	8
A two stage-based approach for swarm UAVs landing in unknown 3D environments	8
Machine learning-enabled healthcare information systems in view of Industrial Information Integration Engineering	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
Collaborative task scheduling in IIoT: A comparative study of evolutionary algorithms and deep reinforcement learning	8
Self-adaptive solution for industrial integration of AI-based decision-making systems for industrial flows management	8
Lightweight multiparty privacy set intersection protocol for internet of medical things	8
Applying integrated Blockchain and Big Data technologies to improve supply chain traceability and information sharing in the textile sector	8
From issues to routes: A cooperative costmap with lifelong learning for Multi-AMR navigation	8
Integrating smart production and multi-objective reverse logistics for the optimum consumer-centric complex retail strategy towards a smart factory’s solution	8
Towards big data driven construction industry	8
Editorial Board	8
HVPS-DFN-DL: Intelligent capture and characterization of geological fracture outcrops based on a hybrid vision-photogrammetric system and discrete fracture network	8
Sustainable planning battery electric buses charging station under two decision-making criteria	8
Game theory based compatible incentive mechanism design for non-cryptocurrency blockchain systems	8
The role of ontologies in smart contracts: A systematic literature review	7
Overview: Application status and prospects of digital twin technology in mechanical cutting processing	7
Real-time path planning for multi-scenario headland turns in agricultural vehicles using panoramic vision and sequential frame correlation method	7
CoperFed: A covert personalized federated learning framework for Industrial Control Systems intrusion detection	7
Effects of Lean Tools and Industry 4.0 technology on productivity: An empirical study	7
Surfing twin transition in agri-food supply chains: The role of iot and data analytics in sustainable decision-making	7
Domain-specific languages for the automated generation of datasets for industry 4.0 applications	7
Editorial Board	7
Compendium law in iterative information management: A comprehensive model perspective	7
Industry 4.0 technologies adoption for digital transition in drug discovery and development: A review	7
Implicit dimension measurement for automated cross-sectional inspection of multi-lumen medical catheters	7
Analysis of models and methods and perspectives for corridor allocation problem: a literature review	7
An integrated decision support framework for exploring the barriers and potential application scenarios in metaverse hospitality	7
Integrated blockchain and Digital Twin framework for sustainable building energy management	7
A case study on implementing a flexible IIoT service framework for the integration of machine tools	7
Assessment and recognition of driver situation awareness in conditional autonomous driving: Integrating cognitive psychology and machine learning	7
LAECIPS: Large vision model assisted adaptive edge–cloud collaboration for IoT-based embodied intelligence system	7
An anonymization framework for IEC 61850 substation communications: Field-level and topology-aware privacy	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
A comprehensive study on current and future trends towards the characteristics and enablers of industry 4.0	7
Design of supervision solutions for industrial equipment: Schemes, tools and guidelines for the user	7
Embodied intelligence-based hybrid edge computing networks for scalable task execution in Industrial IoT	7
An information integration framework toward cross-organizational management of integrated energy systems	6
Adaptive supplier selection framework for sustainable and resilient additive manufacturing supply chains	6
AI agent-based virtual model development, diagnosis, and calibration for building digital twins	6
A distributed permutation flow-shop considering sustainability criteria and real-time scheduling	6
A review on fabrication and simulation methods of flexible wearable antenna for industrial tumor detection systems	6
Consensus reaching-based decision model for assessing resilient urban public health safety ecosystem with social network analysis	6
The state of the art of search strategies in robotic assembly	6
A broker-embedded data distribution service for resource-constrained IoT environments	6
Blockchain in medical informatics	6
Transdisciplinarity and three mindsets for sustainability in the age of cyber-physical systems	6
Design ontology for cognitive thread supporting traceability management in model-based systems engineering	6
A transformative solution for construction safety: Blockchain-based system for accident information management	6
Deriving optimal atomic layer deposition process conditions using machine learning	6
Integrating blockchain, RFID and IoT within a cheese supply chain: A cost analysis	5
Lightweight privacy-preserving predictive maintenance in 6G enabled IIoT	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
Enabling human–CPS cognitive interoperability: Cognitive architectures as technologies for human-like cognitive digital twins	5
ViLanIoT: A visual language for improving Internet of Things systems representation	5
Green-resilient supplier selection via a new integrated rough multi-criteria framework	5
Industrial information integration method to vehicle routing optimization using grey target decision	5
An interoperable ontology for CPS-enabled Polyhouse Solar Dryer: A case study of the AgroESP project	5
Power distribution optimization of a fully active hybrid energy storage system configuration for vehicular applications	5
A strategic framework for digital maturity of design and construction through a systematic review and application	5
A design of a circular closed-loop agri-food supply chain network—A case study of the soybean industry	5
Editorial Board	5
Proposing a time-frequency analysis method using nonlinear wave modulation for machine learning-based detection of bolt looseness in non-gaussian noise environment	5
A novel deep learning method for on-line monitoring of grate bar defects in sintering machine system	5
Knowledge sharing-enabled low-code program for collaborative robots in mix-model assembly	5
An improved RRT-Connect path planning algorithm of robotic arm for automatic sampling of exhaust emission detection in Industry 4.0	5
Editorial Board	5
Physics-informed Koopman model predictive control of open canal systems	5
Logistics-involved task scheduling in cloud manufacturing with offline deep reinforcement learning	4
Editorial Board	4
Advance industrial monitoring of physio-chemical processes using novel integrated machine learning approach	4
From deterministic to Bayesian: Adapting pre-trained models for human-computer collaborative fault diagnosis via post-hoc uncertainty	4
Next generation road safety solutions: IoT-driven accident prevention for smart riders	4
The impact of generative AI on management innovation	4
Backpropagation neural network model with statistical inference in manufacturing processes	4
Distillation anomaly and fault detection based on clustering algorithms	4
Enabling secure and self-sovereign machine learning model exchange in manufacturing data spaces	4
Cross-patch graph transformer enforced by contrastive information fusion for energy demand forecasting towards sustainable additive manufacturing	4
Enhancing SMEs digital transformation through machine learning: A framework for adaptive quality prediction	4