Journal of Industrial Information Integration

Article	Citations
Industry 5.0: A survey on enabling technologies and potential applications	580
Study on artificial intelligence: The state of the art and future prospects	314
Digital twin in smart manufacturing	199
Rethinking engineering education at the age of industry 5.0	123
Blockchain technology in the healthcare industry: Trends and opportunities	96
Digital Twins: State of the art theory and practice, challenges, and open research questions	95
Industry 4.0 in the port and maritime industry: A literature review	86
Digital twin to improve the virtual-real integration of industrial IoT	78
A review of logistics Internet-of-Things: Current trends and scope for future research	73
A blockchain-based architecture for secure and trustworthy operations in the industrial Internet of Things	61
A methodology for selection of a Blockchain platform to develop an enterprise system	57
Sustainable vehicle routing problem for coordinated solid waste management	51
A comprehensive study on current and future trends towards the characteristics and enablers of industry 4.0	48
Augmented reality smart glasses in industrial assembly: Current status and future challenges	47
Sustainable distributed permutation flow-shop scheduling model based on a triple bottom line concept	43
Convergence of Distributed Ledger Technologies with Digital Twins, IoT, and AI for fresh food logistics: Challenges and opportunities	42
Blockchain-of-blockchains: An interoperable blockchain platform for ensuring IoT data integrity in smart city	38
Bi-level programming for home health care supply chain considering outsourcing	38
Applying integrated Blockchain and Big Data technologies to improve supply chain traceability and information sharing in the textile sector	37
Digital twin for oil pipeline risk estimation using prognostic and machine learning techniques	34
Developing sensor signal-based digital twins for intelligent machine tools	34
Blockchain smart contracts for supply chain finance: Mapping the innovation potential in Australia-China beef supply chains	33
A hybrid Decision Support System for automating decision making in the event of defects in the era of Zero Defect Manufacturing	33
Fault detection in Tennessee Eastman process with temporal deep learning models	33
Garbage in garbage out: The precarious link between IoT and blockchain in food supply chains	31

Design of an IoT-PLC: A containerized programmable logical controller for the industry 4.0	31
A hybrid big data analytical approach for analyzing customer patterns through an integrated supply chain network	29
CBI4.0: A cross-layer approach for big data gathering for active monitoring and maintenance in the manufacturing industry 4.0	29
Velocity controllers for a swarm of unmanned aerial vehicles	28
Ontology-based solutions for interoperability among product lifecycle management systems: A systematic literature review	27
Cyber-physical systems research and education in 2030: Scenarios and strategies	27
A taxonomy study on securing Blockchain-based Industrial applications: An overview, application perspectives, requirements, attacks, countermeasures, and open issues	26
Integration of real-time locating systems into digital twins	26
Agricultural traceability model based on IoT and Blockchain: Application in industrial hemp production	26
Blockchain technologies for interoperation of business processes in smart supply chains	26
A survey on the use of blockchain for future 6G: Technical aspects, use cases, challenges and research directions	26
Roadmap to semi-automatic generation of digital twins for brownfield process plants	25
Digital twin-driven fault diagnosis method for composite faults by combining virtual and real data	25
Industry 4.0 and its impact in plastics industry: A literature review	24
Analysis of multi-dimensional Industrial IoT (IIoT) data in Edge–Fog–Cloud based architectural frameworks : A survey on current state and research challenges	24
Detection and classification of power quality disturbances using GWO ELM	23
BIM Information Integration Based VR Modeling in Digital Twins in Industry 5.0	23
An efficient two-phase approach for reliable collaboration-aware service composition in cloud manufacturing	23
Assessing blockchain technology adoption in the Norwegian oil and gas industry using Bayesian Best Worst Method	23
Models and algorithms for production planning, scheduling and sequencing problems: A holistic framework and a systematic review	22
The first step towards intelligent wire arc additive manufacturing: An automatic bead modelling system using machine learning through industrial information integration	22
Smart manufacturing in intelligent digital mesh: Integration of enterprise architecture and software product line engineering	21
A defect detection system for wire arc additive manufacturing using incremental learning	20
Securing the digital world: Protecting smart infrastructures and digital industries with artificial intelligence (AI)-enabled malware and intrusion detection	20
Analysis of drivers for solving facility layout problems: A Literature review	20
A survey on 802.11 MAC industrial standards, architecture, security & supporting emergency traffic: Future directions	19
Method towards reconstructing collaborative business processes with cloud services using evolutionary deep Q-learning	18
High level control of chemical plant by industry 4.0 solutions	18
Energy-efficient scheduling of flexible job shops with complex processes: A case study for the aerospace industry complex components in China	18
Emergency and disaster management-crowd evacuation research	18
BIM based cyber-physical systems for intelligent disaster prevention	18
Internet of Everything and Digital Twin enabled Service Platform for Cold Chain Logistics	17
Next generation DES simulation: A research agenda for human centric manufacturing systems	17
Analysis of relevant standards for industrial systems to support zero defects manufacturing process	16
Statistical optimization, soft computing prediction, mechanistic and empirical evaluation for fundamental appraisal of copper, lead and malachite green adsorption	16
Towards big data driven construction industry	16
State-of-the-art AI-based computational analysis in civil engineering	16
Intelligent knowledge-based system to improve injection molding process	15
Product Lifecycle Management implementation for high value Engineering to Order programmes: An informational perspective	15
An effective integrated control with intelligent optimization for wastewater treatment process	14
New digital triad (DT-II) concept for lifecycle information integration of sustainable manufacturing systems	14
Automated generation of digital twin for a built environment using scan and object detection as input for production planning	14
A strategic framework for digital maturity of design and construction through a systematic review and application	13
Operating data-driven inverse design optimization for product usage personalization with an application to wheel loaders	13
Blockchain in medical informatics	13
Towards user-centered and legally relevant smart-contract development: A systematic literature review	13
Data-driven invariant modelling patterns for digital twin design	13
Integrated product development method based on Value Engineering and design for assembly concepts	12
The state of the art of search strategies in robotic assembly	12
Transdisciplinarity and three mindsets for sustainability in the age of cyber-physical systems	12

Machine learning-enabled healthcare information systems in view of Industrial Information Integration Engineering	12
Exploring the benefits of scheduling with advanced and real-time information integration in Industry 4.0: A computational study	12
Knowledge reuse for ontology modelling in Maintenance and Industrial Asset Management	12
Workflow performance prediction based on graph structure aware deep attention neural network	12
Torch: Strategy evolution in swarm robots using heterogeneous–homogeneous coevolution method	12
A hybrid decision-making method using robust programming and interval-valued fuzzy sets for sustainable-resilient supply chain network design considering circular economy and technology levels	11
A design of a circular closed-loop agri-food supply chain network—A case study of the soybean industry	11
Vision-based real-time vehicle detection and vehicle speed measurement using morphology and binary logical operation	11
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	11
Triangulated investigation of trust in automated driving: Challenges and solution approaches for data integration	11
Quantum Information Technology	11
Machine learning-based inverse predictive model for AFP based thermoplastic composites	11
Implementation of PID controller for liquid level system using mGWO and integration of IoT application	10
Analysis of industry 4.0 implementation in mobility sector: An integrated approach based on QFD, BWM, and stratified combined compromise solution under fuzzy environment	10
Design of robot automatic navigation under computer intelligent algorithm and machine vision	10
Understanding blockchain applications in Industry 4.0: From information technology to manufacturing and operations management	10
On the capabilities of Cellular Automata-based MapReduce model in Industry 4.0	10
Digital twins for performance management in the built environment	10
Interpreting learning models in manufacturing processes: Towards explainable AI methods to improve trust in classifier predictions	10
Anomaly detection in NetFlow network traffic using supervised machine learning algorithms	10
Ensuring construction material provenance using Internet of Things and blockchain: Learning from the food industry	10
Impairments-aware time slot allocation model for energy-constrained multi-hop clustered IoT nodes considering TDMA and DSSS MAC protocols	10
Organizational process maturity model for IoT data quality management	10
A real-time information integration framework for multidisciplinary coupling of complex aircrafts: an application of IIIE	9
Towards a smart workflow in CMMS/EAM systems: An approach based on ML and MCDM	9
A survey on privacy for B5G/6G: New privacy challenges, and research directions	9
Resiliency of Smart Manufacturing Enterprises via Information Integration	9
Towards a knowledge-based cognitive system for industrial application: Case of personalized products	9
Supply chain equilibrium on a game theory-incentivized blockchain network	9
An efficient DNN splitting scheme for edge-AI enabled smart manufacturing	8
Multi-dimensional modeling and abnormality handling of digital twin shop floor	8
Energy-efficient open-shop scheduling with multiple automated guided vehicles and deteriorating jobs	8
Directional antenna based node localization and reliable data collection mechanism using local sink for wireless sensor networks	8
A hybrid metaheuristic solution approach for the cobot assignment and job shop scheduling problem	8
Use of Model-Based System Engineering methodology and tools for disruption analysis of supply chains: A case in semiconductor manufacturing	8
Game theory based compatible incentive mechanism design for non-cryptocurrency blockchain systems	8
An IoT-based intelligent irrigation system with data fusion and a self-powered wide-area network	8
Plant-wide interoperability and decoupled, data-driven process control with message bus communication	8
Workflow for capturing information and characterizing difficult-to-access geological outcrops using unmanned aerial vehicle-based digital photogrammetric data	8
An integrated socio-technical enterprise modelling: A scenario of healthcare system analysis and design	8
Integration of a multi-directional wire arc additive manufacturing system with an automated process planning algorithm	8
Service-oriented distributionally robust lane reservation	8
Wartime industrial logistics information integration: Framework and application in optimizing deployment and formation of military logistics platforms	7
Literature review on using data mining in production planning and scheduling within the context of cyber physical systems	7
An ontology self-learning approach for CNC machine capability information integration and representation in cloud manufacturing	7
Design of ergonomic dashboards for tractors and trucks: innovative method and tools	7
Modeling synthetic power distribution network and datasets with industrial validation	7
Industrial parts change recognition model using machine vision, image processing in the framework of industrial information integration	7
DS-Chain: A secure and auditable multi-cloud assisted EHR storage model on efficient deletable blockchain	7
Industrial information integration method to vehicle routing optimization using grey target decision	7
A distributed permutation flow-shop considering sustainability criteria and real-time scheduling	7
Energy-efficient scheduling of a two-stage flexible printed circuit board flow shop using a hybrid Pareto spider monkey optimisation algorithm	6
Customized product development supported by integrated information	6
A review on machine learning and deep learning image-based plant disease classification for industrial farming systems	6
A cloud-based deep learning model in heterogeneous data integration system for lung cancer detection in medical industry 4.0	6
Assessing the traffic scheduling method for time-sensitive networking (TSN) by practical implementation	6
Cloud manufacturing architectures: State-of-art, research challenges and platforms description	6
Managing virtual factory artifacts in the extended PLM context	6
Ontology-augmented Prognostics and Health Management for shopfloor-synchronised joint maintenance and production management decisions	6
VR-enabled engineering consultation chatbot for integrated and intelligent manufacturing services	6
A novel conflict detection method for ABAC security policies	6
Linear system design with application in wireless sensor networks	6
Industrial cyber-physical system driven intelligent prediction model for converter end carbon content in steelmaking plants	6
Concurrent local search for process planning and scheduling in the industrial Internet-of-Things environment	6
Data sharing in Industry 4.0 - AutomationML, B2MML and International Data Spaces-based solutions	5
Model-based system engineering supporting production scheduling based on satisfiability modulo theory	5
Railway obstacle intrusion warning mechanism integrating YOLO-based detection and risk assessment	5
SCSAP: Spiral Clustering Based on Selective Activation Protocol for industrial tailored WSNs	5
A transformative solution for construction safety: Blockchain-based system for accident information management	5
A framework for assessing capability in organisations using enterprise models	5
Computational Acceleration of Topology Optimization Using Parallel Computing and Machine Learning Methods – Analysis of Research Trends	5
EGD-Net: Edge-guided and differential attention network for surface defect detection	5
Towards smarter cyberthreats detection model for industrial internet of things (IIoT) 4.0	5
A multidimensional approach to the resource allocation problem (RAP) through the prism of industrial information integration (III)	5
An IoMT platform for an integrated sustainable energy-efficient disaster relief supply chain to prevent severity-driven disruptions during pandemics	5
Human-technology integration with industrial conversational agents: A conceptual architecture and a taxonomy for manufacturing	5
Retracted: An edge-computing based Industrial Gateway for Industry 4.0 using ARM TrustZone technology	5
The assessment of functional efficiency of technological structure for the coal mine working face – an application of IIIE	5
Industrial application of knowledge-based engineering in commercial CAD / CAE systems	5
Electric vehicle scheduling: State of the art, critical challenges, and future research opportunities	5

An integrated approach for electromagnetic compatible commercial aircraft engine cable harnessing	5
Machine learning enabled Industrial IoT Security: Challenges, Trends and Solutions	4
Approaches for data collection and process standardization in smart manufacturing: Systematic literature review	4
Quantum computing and industrial information integration: A review	4
Terrain visualization information integration in agent-based military industrial logistics simulation	4
An improved RRT-Connect path planning algorithm of robotic arm for automatic sampling of exhaust emission detection in Industry 4.0	4
CNC Machines Integration in Smart Factories using OPC UA	4
Congestive heart failure detection based on attention mechanism-enabled bi-directional long short-term memory model in the internet of medical things	4
Data Fusion in Forecasting Medical Demands based on Spectrum of Post-Earthquake Diseases	4
Conceptual Design for Assembly methodology formalization: systems installation analysis and manufacturing information integration in the design and development of aircraft architectures	4
Two-additive fuzzy measure-based information integration approach to product design alternative evaluation	4
Information integration framework for a public–private partnership system of an urban railway transit project (Part A: System architecture)	4
Augmenting cryptocurrency in smart supply chain	4
Industry 4.0 technologies adoption for digital transition in drug discovery and development: A review	4
The evolution of ontology in AEC: A two-decade synthesis, application domains, and future directions	4
Solving an order batching, picker assignment, batch sequencing and picker routing problem via information integration	4
Distributed nonlinear state estimation using adaptive penalty parameters with load characteristics in the Electricity Reliability Council of Texas	3
Content dependent spatial resolution selection for MPEG DASH segmentation	3
Hybrid flow-shop scheduling in collaborative manufacturing with a multi-crossover-operator genetic algorithm	3
Integrated location and routing for cold chain logistics networks with heterogeneous customer demand	3
Using a VAE-SOM architecture for anomaly detection of flexible sensors in limb prosthesis	3
A combined CKF-PSR method for random noise compensation of vibratory gyroscopes	3
VaccineChain: A checkpoint assisted scalable blockchain based secure vaccine supply chain with selective revocation	3
Computer-assisted culturalization process integration into product-website design	3
A two-stage algorithm for bi-objective logistics model of cash-in-transit vehicle routing problems with economic and environmental optimization based on real-time traffic data	3
Efficient computation offloading for ethereum DApps	3
Integrating blockchain, RFID and IoT within a cheese supply chain: A cost analysis	3
COVID-19 automotive supply chain risks: A manufacturer-supplier development approach	3
Real-time dense traffic detection using lightweight backbone and improved path aggregation feature pyramid network	3
Blockchain-based quality management for a digital additive manufacturing part record	3
Logistics-involved task scheduling in cloud manufacturing with offline deep reinforcement learning	3
Simulation optimization applied to production scheduling in the era of industry 4.0: A review and future roadmap	3
Enhancing energy efficiency of IEEE 802.15.4- based industrial wireless sensor networks	3
An Integrated Intelligent Modeling and Simulation Language for Model-based Systems Engineering	3
Integrated knowledge management in the supply chain: Assessment of knowledge adoption solutions through a comprehensive CoCoSo method under uncertainty	3
Prediction and identification of nonlinear dynamical systems using machine learning approaches	3
Multi-route fusion method of GNSS and accelerometer for structural health monitoring	3
Adaptive vision inspection for multi-type electronic products based on prior knowledge	3
Improved strategies of relation extraction based on graph convolutional model on tree structure for web information processing	3
A multi-objective service composition optimization method considering multi-user benefit and adaptive resource partitioning in hybrid cloud manufacturing	3
Information integration framework for a public–private partnership system of an urban railway transit project (Part B: An empirical application)	2
A critical analysis of the industrial device scanners’ potentials, risks, and preventives	2
Automated generation of OPC UA information models — A review and outlook	2
Learnable faster kernel-PCA for nonlinear fault detection: Deep autoencoder-based realization	2
Power distribution optimization of a fully active hybrid energy storage system configuration for vehicular applications	2
Blockchain and NFT-based traceability and certification for UAV parts in manufacturing	2
Revolutionizing solutions of technological assistance for the integration of lab and office activities in biomedical research	2
A model-based methodology to support systems security design and assessment	2
An indicator-based sustainability assessment framework in manufacturing organisations	2
A novel business context-based approach for improved standards-based systems integration—a feasibility study	2
Research on logistics of intelligent unmanned aerial vehicle integration system	2
Ontology network to support the integration of planning and scheduling activities in batch process industries	2
Embracing the quantum frontier: Investigating quantum communication, cryptography, applications and future directions	2
A hybrid deep learning and ontology-driven approach to perform business process capability assessment	2
AVA: A component-oriented abstraction layer for virtual plug&produce automation systems engineering	2
Industrial blockchain threshold signatures in federated learning for unified space-air-ground-sea model training	2
A three-stage digital maturity model to assess readiness for blockchain implementation in the maritime logistics industry	2
A masked graph neural network model for real-time gastric polyp detection in Healthcare 4.0	2
In situ virtual sensors in building digital twins: framework and methodology	2
A multicriteria model for assessing maturity in industry 4.0 context	2
Analyzing the barriers to resilience supply chain adoption in the food industry using hybrid interval-valued fermatean fuzzy PROMETHEE-II model	2
Industrial information integration in track allocation optimization in high-speed train stations	2
Modeling and optimization algorithm for energy-efficient distributed assembly hybrid flowshop scheduling problem considering worker resources	2
Industry 4.0 in waste management: An integrated IoT-based approach for facility location and green vehicle routing	2
IDS-KG: An industrial dataspace-based knowledge graph construction approach for smart maintenance	2
Development and measurement of a resilience indicator for cyber-socio-technical systems: The allostatic load	2