OOIR: Observatory of International Research

Papers

(The TQCC of International Journal of Computer Integrated Manufacturing is 8. 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 2020-05-01 to 2024-05-01.)

Article	Citations
Industry 4.0: survey from a system integration perspective	80
Digital twin for smart manufacturing: a review of concepts towards a practical industrial implementation	67
A review of multiple degrees of freedom for additive manufacturing machines	66
Blockchain for supply chain quality management: challenges and opportunities in context of open manufacturing and industrial internet of things	59
Digital twin in manufacturing: conceptual framework and case studies	53
A digital twin-driven approach towards smart manufacturing: reduced energy consumption for a robotic cell	42
User acceptance of virtual reality technology for practicing digital twin-based crisis management	41
A Cloud-based Digital Twin Manufacturing System based on an Interoperable Data Schema for Smart Manufacturing	38
Design of graded lattice structures in turbine blades using topology optimization	33
An approach to develop a digital twin for industry 4.0 systems: manufacturing automation case studies	33
Automated fault detection for additive manufacturing using vibration sensors	32
Leather defect classification and segmentation using deep learning architecture	30
KGAssembly: Knowledge graph-driven assembly process generation and evaluation for complex components	29
Effects of augmented reality glasses on the cognitive load of assembly operators in the automotive industry	29
Digital-twin-driven production logistics synchronization system for vehicle routing problems with pick-up and delivery in industrial park	28
An integrated multi-stage vehicle routing and mixed-model job-shop-type robotic disassembly sequence scheduling problem for e-waste management system	27
Smart manufacturing: a framework for managing performance	25
Prepared for work in Industry 4.0? Modelling the target activity system and five dimensions of worker readiness	25
A digital twin-enabled value stream mapping approach for production process reengineering in SMEs	24
Digital twin for human-machine interaction with convolutional neural network	24
Digital twin-enabled smart industrial systems: a bibliometric review	24
A manufacturing innovation overview: concepts, models and metrics	24
Closed-loop digital twin system for air cargo load planning operations	23
Energy trade market effect on production scheduling: an Industrial Product-Service System (IPSS) approach	23
Accurate screw detection method based on faster R-CNN and rotation edge similarity for automatic screw disassembly	22

Prioritization of barriers for Industry 4.0 adoption in the context of Indian manufacturing industries using AHP and ANP analysis	21
A utility-aware multi-task scheduling method in cloud manufacturing using extended NSGA-II embedded with game theory	20
Review of Digital Twin-based Interaction in Smart Manufacturing: Enabling Cyber-Physical Systems for Human-Machine Interaction	20
Identifying the driving and moderating factors of Malaysian SMEs’ readiness for Industry 4.0	20
Collaborative robot task allocation on an assembly line using the decision support system	20
Virtual reality simulation of human-robot coexistence for an aircraft final assembly line: process evaluation and ergonomics assessment	20
Digital twin-enabled smart industrial systems: recent developments and future perspectives	19
Barriers to adoption of industry 4.0 and sustainability: a case study with SMEs	19
Machine-learning-based monitoring and optimization of processing parameters in 3D printing	18
A hybrid 3D feature recognition method based on rule and graph	17
Social life cycle performance of additive manufacturing in the healthcare industry: the orthosis and prosthesis cases	17
(AIAM2019) Artificial Intelligence in Software Engineering and inverse: Review	17
Digital twins in manufacturing: systematic literature review for physical–digital layer categorization and future research directions	16
Towards an information semantic interoperability in smart manufacturing systems: contributions, limitations and applications	16
A case-practice-theory-based method of implementing energy management in a manufacturing factory	16
Agile product development process transformation to support advanced one-of-a-kind manufacturing	16
A hybrid algorithm combining genetic algorithm and variable neighborhood search for process sequencing optimization of large-size problem	15
An integrated multi-objective optimization approach to determine the optimal feature processing sequence and cutting parameters for carbon emissions savings of CNC machining	15
Understanding vulnerabilities in cyber physical production systems	15
Adaptive variable layer thickness and perimetral offset planning for layer-based additive manufacturing processes	15
A preference-based multi-objective algorithm for optimal service composition selection in cloud manufacturing	15
An automatic machining process decision-making system based on knowledge graph	15
An augmented reality software suite enabling seamless human robot interaction	14
Non-contact surface roughness evaluation of milling surface using CNN-deep learning models	14
Simulation-based planning system for shipbuilding	14
A survey of machine learning in additive manufacturing technologies	14
Intelligent machining: a review of trends, achievements and current progress	14
Design of a business readiness model to realise a green industry 4.0 company	14
Versatile edge gateway for improving manufacturing supply chain management via collaborative networks	13
A data-driven robust optimization method for the assembly job-shop scheduling problem under uncertainty	13
A personalized method of cloud manufacturing service customization	13
Dynamic scheduling of manufacturing systems: a product-driven approach using hyper-heuristics	13
An industry 4.0 approach to electric vehicles	13
Examining smart manufacturing challenges in the context of micro, small and medium enterprises	13
Creation of a UX index to design human tasks and workstations	13
A cyber-physical system architecture based on lean principles for managing industry 4.0 setups	12
Precision and energy-efficient ball-end milling of Ti6Al4V turbine blades using particle swarm optimization	12
An adaptive process of reverse engineering from point clouds to CAD models	12
Towards engineering manufacturing systems for mass personalisation: a stigmergic approach	12
Digital ergonomics: an evaluation framework for the ergonomic risk assessment of heterogeneous workers	12
An optical system for identifying and classifying defects of metal parts	12
Practical simultaneous scheduling of machines, AGVs, tool transporter and tools in a multi machine FMS using symbiotic organisms search algorithm	12
CAD-integrated design for manufacturing and assembly in mechanical design	12
Machine learning algorithms for the prediction of the strength of steel rods: an example of data-driven manufacturing in steelmaking	12
Architecture and knowledge modelling for self-organized reconfiguration management of cyber-physical production systems	11
Deep learning for industrial image: challenges, methods for enriching the sample space and restricting the hypothesis space, and possible issue	11
A multi-agent and internet of things framework of digital twin for optimized manufacturing control	11
Design method of human–industrial robot collaborative workstation with industrial application	11
Optimization of complex part-machining services based on feature decomposition in cloud manufacturing	11
Lean techniques impact evaluation methodology based on a co-simulation framework for manufacturing systems	11

Integrated fault-tolerant control of assembly and automated guided vehicle-based transportation layers	11
Impact of total quality management on industry 4.0 readiness and practices: does firm size matter?	10
A hybrid teaching factory model towards personalized education 4.0	10
The state-of-the-art of wire arc directed energy deposition (WA-DED) as an additive manufacturing process for large metallic component manufacture	10
An approach of CAD/CAM data reuse for manufacturing cost estimation	10
Smart manufacturing systems: a futuristics roadmap towards application of industry 4.0 technologies	10
Data analytics in quality 4.0: literature review and future research directions	10
Contextual classification for smart machining based on unsupervised machine learning by Gaussian mixture model	10
Human-robot activity allocation algorithm for the redesign of manual assembly systems into human-robot collaborative assembly	10
A novel hybrid algorithm for large-scale composition optimization problems in cloud manufacturing	10
Design of intelligent manufacturing system based on digital twin for smart shop floors	9
Prediction of mechanical properties for acrylonitrile-butadiene-styrene parts manufactured by fused deposition modelling using artificial neural network and genetic algorithm	9
An improved automatic defect identification system on natural leather via generative adversarial network	9
A machine learning approach to quality monitoring of injection molding process using regression models	9
Parametric modeling and performance analysis of a personalized insole based on 3D scanning and selective laser sintering	9
Autonomous robotic platform for inspection and repairing operations in harsh environments	9
A smart reporting framework as an application of multi-agent system in machining industry	9
A framework for cyber-physical production system management and digital twin feedback monitoring for fast failure recovery	9
Using Machine-Learning techniques and Virtual Reality to design cutting tools for energy optimization in milling operations	9
Polytope-based tolerance analysis with consideration of form defects and surface deformations	8
Assessing the impact of socio-technical interventions on shop floor work practices	8
Decision-making in smart manufacturing: A framework for performance measurement	8
Smart fault detection and optimal variables identification using Kernel Mahalanobis Distance for industrial manufacturing processes	8
Fault diagnosis method for disc slitting machine based on wavelet packet transform and support vector machine	8
Development of programmable system on chip-based weld monitoring system for quality analysis of arc welding process	8
Data continuity and traceability in complex manufacturing systems: a graph-based modeling approach	8
Feature extraction and process monitoring of multi-channel data in a forging process via sensor fusion	8
Transition towards Smart Factories	8
Zero defect manufacturing: a self-adaptive defect prediction model based on assembly complexity	8
Development of automated feature extraction and convolutional neural network optimization for real-time warping monitoring in 3D printing	8
A multi-criteria decision tool for FMEA in the context of product development and industry 4.0	8