International Journal of Computer Integrated Manufacturing

Article	Citations
Digital twin for smart manufacturing: a review of concepts towards a practical industrial implementation	77
A review of multiple degrees of freedom for additive manufacturing machines	70
Blockchain for supply chain quality management: challenges and opportunities in context of open manufacturing and industrial internet of things	66
Digital twin in manufacturing: conceptual framework and case studies	64
User acceptance of virtual reality technology for practicing digital twin-based crisis management	43
A Cloud-based Digital Twin Manufacturing System based on an Interoperable Data Schema for Smart Manufacturing	40
An approach to develop a digital twin for industry 4.0 systems: manufacturing automation case studies	35
Design of graded lattice structures in turbine blades using topology optimization	35
Automated fault detection for additive manufacturing using vibration sensors	34
KGAssembly: Knowledge graph-driven assembly process generation and evaluation for complex components	34
Leather defect classification and segmentation using deep learning architecture	31
A digital twin-enabled value stream mapping approach for production process reengineering in SMEs	30
Effects of augmented reality glasses on the cognitive load of assembly operators in the automotive industry	30
Digital-twin-driven production logistics synchronization system for vehicle routing problems with pick-up and delivery in industrial park	29
Prepared for work in Industry 4.0? Modelling the target activity system and five dimensions of worker readiness	28
Smart manufacturing: a framework for managing performance	27
An integrated multi-stage vehicle routing and mixed-model job-shop-type robotic disassembly sequence scheduling problem for e-waste management system	27
Barriers to adoption of industry 4.0 and sustainability: a case study with SMEs	27
Digital twin-enabled smart industrial systems: a bibliometric review	27
Virtual reality simulation of human-robot coexistence for an aircraft final assembly line: process evaluation and ergonomics assessment	25
Digital twin for human-machine interaction with convolutional neural network	25
A manufacturing innovation overview: concepts, models and metrics	24
Energy trade market effect on production scheduling: an Industrial Product-Service System (IPSS) approach	24
Review of Digital Twin-based Interaction in Smart Manufacturing: Enabling Cyber-Physical Systems for Human-Machine Interaction	24
Prioritization of barriers for Industry 4.0 adoption in the context of Indian manufacturing industries using AHP and ANP analysis	23

Collaborative robot task allocation on an assembly line using the decision support system	23
Digital twin-enabled smart industrial systems: recent developments and future perspectives	22
Accurate screw detection method based on faster R-CNN and rotation edge similarity for automatic screw disassembly	22
Machine-learning-based monitoring and optimization of processing parameters in 3D printing	22
Identifying the driving and moderating factors of Malaysian SMEs’ readiness for Industry 4.0	21
A utility-aware multi-task scheduling method in cloud manufacturing using extended NSGA-II embedded with game theory	20
An automatic machining process decision-making system based on knowledge graph	18
A hybrid 3D feature recognition method based on rule and graph	18
Towards an information semantic interoperability in smart manufacturing systems: contributions, limitations and applications	17
Digital twins in manufacturing: systematic literature review for physical–digital layer categorization and future research directions	17
A preference-based multi-objective algorithm for optimal service composition selection in cloud manufacturing	17
Social life cycle performance of additive manufacturing in the healthcare industry: the orthosis and prosthesis cases	17
An augmented reality software suite enabling seamless human robot interaction	16
Examining smart manufacturing challenges in the context of micro, small and medium enterprises	16
Adaptive variable layer thickness and perimetral offset planning for layer-based additive manufacturing processes	16
Non-contact surface roughness evaluation of milling surface using CNN-deep learning models	16
Intelligent machining: a review of trends, achievements and current progress	16
A survey of machine learning in additive manufacturing technologies	16
Understanding vulnerabilities in cyber physical production systems	15
A data-driven robust optimization method for the assembly job-shop scheduling problem under uncertainty	15
Smart manufacturing systems: a futuristics roadmap towards application of industry 4.0 technologies	15
A cyber-physical system architecture based on lean principles for managing industry 4.0 setups	15
An adaptive process of reverse engineering from point clouds to CAD models	15
Versatile edge gateway for improving manufacturing supply chain management via collaborative networks	14
Design of a business readiness model to realise a green industry 4.0 company	14
CAD-integrated design for manufacturing and assembly in mechanical design	13
An industry 4.0 approach to electric vehicles	13
An optical system for identifying and classifying defects of metal parts	13
The state-of-the-art of wire arc directed energy deposition (WA-DED) as an additive manufacturing process for large metallic component manufacture	13
A multi-agent and internet of things framework of digital twin for optimized manufacturing control	13
Precision and energy-efficient ball-end milling of Ti6Al4V turbine blades using particle swarm optimization	13
Data analytics in quality 4.0: literature review and future research directions	13
Deep learning for industrial image: challenges, methods for enriching the sample space and restricting the hypothesis space, and possible issue	13
Digital ergonomics: an evaluation framework for the ergonomic risk assessment of heterogeneous workers	13
Dynamic scheduling of manufacturing systems: a product-driven approach using hyper-heuristics	13
Creation of a UX index to design human tasks and workstations	13
A personalized method of cloud manufacturing service customization	13
Optimization of complex part-machining services based on feature decomposition in cloud manufacturing	12
Impact of total quality management on industry 4.0 readiness and practices: does firm size matter?	12
Practical simultaneous scheduling of machines, AGVs, tool transporter and tools in a multi machine FMS using symbiotic organisms search algorithm	12
Machine learning algorithms for the prediction of the strength of steel rods: an example of data-driven manufacturing in steelmaking	12
Towards engineering manufacturing systems for mass personalisation: a stigmergic approach	12
Contextual classification for smart machining based on unsupervised machine learning by Gaussian mixture model	12
Bayesian optimisation of part orientation in additive manufacturing	12
Development of automated feature extraction and convolutional neural network optimization for real-time warping monitoring in 3D printing	11
An approach of CAD/CAM data reuse for manufacturing cost estimation	11
Integrated fault-tolerant control of assembly and automated guided vehicle-based transportation layers	11
Architecture and knowledge modelling for self-organized reconfiguration management of cyber-physical production systems	11
Design method of human–industrial robot collaborative workstation with industrial application	11
A hybrid teaching factory model towards personalized education 4.0	11

Lean techniques impact evaluation methodology based on a co-simulation framework for manufacturing systems	11
Human-robot activity allocation algorithm for the redesign of manual assembly systems into human-robot collaborative assembly	11
A novel hybrid algorithm for large-scale composition optimization problems in cloud manufacturing	10
Zero defect manufacturing: a self-adaptive defect prediction model based on assembly complexity	10
A framework for cyber-physical production system management and digital twin feedback monitoring for fast failure recovery	10
A machine learning approach to quality monitoring of injection molding process using regression models	10
Using Machine-Learning techniques and Virtual Reality to design cutting tools for energy optimization in milling operations	10
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
Development of programmable system on chip-based weld monitoring system for quality analysis of arc welding process	9
Decision-making in smart manufacturing: A framework for performance measurement	9
Autonomous robotic platform for inspection and repairing operations in harsh environments	9
Design of intelligent manufacturing system based on digital twin for smart shop floors	9
Methodology for data-driven predictive maintenance models design, development and implementation on manufacturing guided by domain knowledge	9
Parametric modeling and performance analysis of a personalized insole based on 3D scanning and selective laser sintering	9
A smart reporting framework as an application of multi-agent system in machining industry	9
Data continuity and traceability in complex manufacturing systems: a graph-based modeling approach	8
A simulation-based decision support system to improve the resilience of the food supply chain	8
Fault diagnosis method for disc slitting machine based on wavelet packet transform and support vector machine	8
A system dynamics approach to measure the effect of information sharing on manufacturing/remanufacturing systems’ performance	8
Feature extraction and process monitoring of multi-channel data in a forging process via sensor fusion	8
Polytope-based tolerance analysis with consideration of form defects and surface deformations	8
Dynamic control of supported macro/micro-tubes conveying magnetic fluid utilizing intelligibly designed axially functionally graded materials	8
A multi-criteria decision tool for FMEA in the context of product development and industry 4.0	8
Smart fault detection and optimal variables identification using Kernel Mahalanobis Distance for industrial manufacturing processes	8
A data-driven scheduling knowledge management method for smart shop floor	8
Transition towards Smart Factories	8
H-infinity optimised control of external inertial actuators for higher precision robotic machining	7
Manufacturability evaluation of parts using descriptor-based machining feature recognition	7
Contrasting digital twin vision of manufacturing with the industrial reality	7
(DT4Smart) a digital twin-based modularized design approach for smart warehouses	7
Assembly-free design for additive manufacturing of articulated components based on layered precision assignment	7
Digital twin-based research on the prediction method for the complex product assembly abnormal events	7
Designing an automated storage/retrieval system with a single aisle-mobile crane under three new turnover based storage policies	7
A potential field based multi-axis printing path generation algorithm	7
Methodology for enabling dynamic digital twins and virtual model evolution in industrial robotics - a predictive maintenance application	7
Computer integrated work-space quality improvement of the C4 parallel robot CMM based on kinematic error model for using in intelligent measuring	7
A collaboration mechanism for service-oriented manufacturing processes with uncertain duration: a perspective of efficiency	7
Application of machine learning algorithm in the sheet metal industry: an exploratory case study	7
Postprocessor for five-axis machining of STL surfaces based on Nagata interpolation and optimization of rotation angles	7
An integrated system with multiple product lifecycles for remanufacturing (IS-MPLR): new opportunities and challenges	7
A framework to design smart manufacturing systems for Industry 5.0 based on the human-automation symbiosis	6
Mould wear-out prediction in the plastic injection moulding industry: a case study	6
Manufacturing personnel task allocation taking into consideration skills and remote guidance based on augmented reality and intelligent decision making	6
Influence of the compensation method of machining errors of Bspline and Cspline	6
Angle analysis of fabric wrinkle by projected profile light line method, image processing and neuro-fuzzy system	6
Multi-objective optimization of milling process: exploring trade-off among energy consumption, time consumption and surface roughness	6
A human-oriented design process for collaborative robotics	6
Generation of disassembly plans and quality assessment based on CAD data	6
Instance segmentation of point cloud captured by RGB-D sensor based on deep learning	6
Alternative process routing and consolidated production-distribution planning with a destination oriented strategy in cloud manufacturing	6
A new approach for reusable 3D CAD objects detection, by similarity calculation based on Bayesian network models (BNM)	6
Readiness assessment for smart manufacturing system implementation: multiple case of Indian small and medium enterprises	5
HardOps: utilising the software development toolchain for hardware design	5
Physics-based modelling of robot’s gearbox including non-linear phenomena	5
Development of a structural framework to improve reconfigurable manufacturing system adoption in the manufacturing industry	5
Fault diagnosis of multi-channel data in a forging process using the linear support higher-order tensor machine	5
Big data-based research on active remanufacturing comprehensive benefits evaluation of mechanical product	5
On the quantification of human-robot collaboration quality	5
The decision-making framework for assembly tasks planning in human–robot collaborated manufacturing system	5
Sensor signal selection for tool wear curve estimation and subsequent tool breakage prediction in a drilling operation	5
Guidelines to develop demonstration models on industry 4.0 for engineering training	5
Predicting volumetric error compensation for five-axis machine tool using machine learning	5
New approaches for rebalancing an assembly line with disruptions	5
An efficient automobile assembly state monitoring system based on channel-pruned YOLOv4 algorithm	5
Allocation and scheduling of digital dentistry services in a dental cloud manufacturing system	5
Predictions of in-situ melt pool geometric signatures via machine learning techniques for laser metal deposition	5
Development and performance evaluation of a web-based feature extraction and recognition system for sheet metal bending process planning operations	5
Determining the impact of 5G-technology on manufacturing performance using a modified TOPSIS method	5
Experimental approach towards parameter evaluation in laser powder bed fusion of metals	4
Learning with supervised data for anomaly detection in smart manufacturing	4
Design of redistributed manufacturing networks: a model-based decision-making framework	4
Online monitoring for error detection in vat photopolymerization	4
Digital-twin-based job shop multi-objective scheduling model and strategy	4
A stochastic evaluation framework to improve the robustness of manufacturing systems	4
knowledge representation in Industry 4.0 scheduling problems	4
AGV dispatching algorithm based on deep Q-network in CNC machines environment	4
A framework to integrate novelty detection and remaining useful life prediction in Industry 4.0-based manufacturing systems	4
A connective framework to minimize the anxiety of collaborative Cyber-Physical System	4
Automated picking-sorting system for assembling components in an IKEA chair based on the robotic vision system	4

Development of surface texture evaluation system for highly sparse data-driven machining domains	4
Simulation of in-house logistics operations for manufacturing	4
Transdisciplinary system of systems development in the trend to X4.0 for intelligent manufacturing	4
A product-process-resource based formal modelling framework for customized manufacturing in cyber-physical production systems	4
Preconditions and benefits of digital twin-based business ecosystems in manufacturing	4
An integrated methodology for the assessment of stress and mental workload applied on virtual training	4
A data-driven digital twin framework for key performance indicators in CNC machining processes	4
Towards deep-learning-based image enhancement for optical camera-based monitoring system of laser powder bed fusion process	4
Onesided offsetting and smoothing algorithm for complex 3D trimming curve of trimming insert steel for automotive panels	4
Machine learning algorithms applied to intelligent tyre manufacturing	4
Decomposition of machining error for surfaces using complete ensemble empirical mode decomposition with adaptive noise	4
A sub-assembly division method based on community detection algorithm	4
Emergent control in the context of industry 4.0	4
Appraisal of smart factory design for advance manufacturing plants based on transition strategies by using an integrated fuzzy decision-making methodology	3
Reinforcement learning based optimal decision making towards product lifecycle sustainability	3
Experimental assessment and feedforward control of backlash and stiction in industrial serial robots for low-speed operations	3
Ranking critical success factors for implementation of lean-industry 4.0: a methodology based on DEMATEL and ANP	3
Dynamic modeling and analysis of multi-product flexible production line	3
Blank shape optimization in sheet metal processing using a hybrid fuzzy-sensitivity method	3
Virtual training and commissioning of industrial bin picking systems using synthetic sensor data and simulation	3
CNC-C2: an ISO14649 and IEC61499 compliant controller	3
Integration of sub-task scheduling and logistics in cloud manufacturing systems under setup time and different task arrival times	3
Generalization of reference filtering control strategy for 2D/3D visual feedback control of industrial robot manipulators	3
Methodology combining industry 4.0 technologies and KPI’s reliability for supply chain performance	3
Recommending collaborations with newly emerged services for composition creation in cloud manufacturing	3
A memetic algorithm for energy-efficient scheduling of integrated production and shipping	3
Manufacturing cost estimation based on similarity	3
A generic evolutionary ensemble learning framework for surface roughness prediction in manufacturing	3
Critical factors of multi-agent technology influencing manufacturing organizations: an AHP and DEMATEL-oriented analysis	3
Automation of geometric feature computation through image processing approach for single-layer laser deposition process	3
Explainable human activity recognition based on probabilistic spatial partitions for symbiotic workplaces	3
A Method to Support Design for Serviceability in the Early Stages of New Product Development	3
Design, modelling, optimisation and validation of condition-based maintenance in IoT enabled hybrid flow shop	3
A hybrid machine learning method for procurement risk assessment of non-ferrous metals for manufacturing firms	3
Human-robot mobile co-manipulation of flexible objects by fusing wrench and skeleton tracking data	3
Using machine learning for cutting tool condition monitoring and prediction during machining of tungsten	2
Development of Digital twin for Plug-and-Produce of a Machine tending system through ISO 21919 interface	2
A collaborative hybrid approach for integrated tolerance allocation	2
Computer-aided process planning system for super finishing of flat surfaces with pockets through magnetorheological finishing process	2
Sequential delay-free strategy for sliding mode position observer considering analog and digital implementations of PMSM drives	2
A computational scheme for data scheduling in industrial enterprise network using linear mixed model approach	2
Topology optimization of the vibrating structure for fused deposition modelling of parts considering a hybrid deposition path pattern	2
Unlocking factors of digital twins for smart manufacturing: a case of emerging economy	2
Role of human factors in cloud manufacturing adoption across manufacturing micro, small and medium enterprises	2
Investigation of Multivariate Profile Monitoring on Complex Thin-walled Components Batch Machined using a Sliding Time Window Cluster Method	2
Competitive strategy and production strategy of the original equipment manufacturer and the third-party remanufacturer in remanufacturing	2
Bi-objective optimisation of remanufacturing decisions with component commonality under different reworking scenarios	2
Special issue on ‘new transdisciplinary practices for intelligent manufacturing for industry 4.0’	2
Research on vision navigation and position system of agricultural unmanned aerial vehicle	2
Experimental and analytical evaluation of tool path error using computer integrated nonlinear kinematical modeling for a 4DOF parallel milling machine	2
Special issue on the application of artificial intelligence in advanced manufacturing	2
Different build strategies and computer-aided process planning for fabricating a functional component through hybrid-friction stir additive manufacturing	2
A technology of efficient configuration of a ship’s critical process equipment	2
Α Behavior Trees-based architecture towards operation planning in hybrid manufacturing	2
In-process monitoring of the ultraprecision machining process with convolution neural networks	2
Digital twin of spacecraft assembly cell and case study	2
Automatic machining feature recognition from STEP files	2
Novel process planning approach for support-free additive manufacturing using multi-axis deposition systems	2
Human-centered performance management in manual assembly – The impact of gamified KPI provision on performance and motivation	2
Switching models and control of Petri Nets with shared resources under marking constraints	2
A new global toolpath linking algorithm for different subregions with Travelling Saleman problem solver	2
A new study for prediction and optimisation of energy consumption during high-speed milling	2
Development of dynamic scheduling in semiconductor manufacturing using a Q-learning approach	2
Review of task allocation for human-robot collaboration in assembly	2
An improved memory networks based product model classification method	2
A multi-input parallel convolutional attention network for tool wear monitoring	2
Semantic rules for capability matchmaking in the context of manufacturing system design and reconfiguration	2
Using cloud manufacturing to establish an ecosystem network for COVID-19 ventilator production	2
Direct tolerance analysis of mechanical assemblies with normal and non-normal tolerances for predicting product quality	2
An integrated CRN-SVR approach for the quality consistency improvement in a diesel engine assembly process	2
Towards gestured-based technologies for human-centred Smart Factories	2
A collaboration approach for cloud factories based on Kuhn–Munkras algorithm	2
A digital twin reference architecture for pharmaceutical cannabis production	2
Extending factory digital Twins through human characterisation in Asset Administration Shell	2
A low-cost camera-based tracking theodolite for large-scale metrology applications	2
Finding optimal correspondence sets for large digital metrology point clouds using anisotropic diffusion analogy	2
Recommended layer thickness to the powder-based additive manufacturing using multi-attribute decision support	2
Model-based hardware in the loop control of collaborative robots: Simulink and Python based interfaces	2
A multi-period multiple parts mixed integer linear programming model for AM adoption in the spare parts supply Chain	2
A human-machine interaction framework for identifying factors influential consumer participation in e-waste treatment schemes	2
Modelling and platform application of the behaviour of a cyber physical production system	2
Smart seru production system for Industry 4.0: a conceptual model based on deep learning for real-time monitoring and controlling	2
Process planning solution strategies for fabrication of thin-wall domes using directed energy deposition	2