International Journal of Computer Integrated Manufacturing

Article	Citations
Digital twin for smart manufacturing: a review of concepts towards a practical industrial implementation	82
Digital twin in manufacturing: conceptual framework and case studies	80
A review of multiple degrees of freedom for additive manufacturing machines	72
Design of graded lattice structures in turbine blades using topology optimization	42
An approach to develop a digital twin for industry 4.0 systems: manufacturing automation case studies	41
KGAssembly: Knowledge graph-driven assembly process generation and evaluation for complex components	39
Automated fault detection for additive manufacturing using vibration sensors	36
Barriers to adoption of industry 4.0 and sustainability: a case study with SMEs	33
Digital twin-enabled smart industrial systems: a bibliometric review	33
A digital twin-enabled value stream mapping approach for production process reengineering in SMEs	32
Prepared for work in Industry 4.0? Modelling the target activity system and five dimensions of worker readiness	30
Smart manufacturing: a framework for managing performance	30
Effects of augmented reality glasses on the cognitive load of assembly operators in the automotive industry	30
An integrated multi-stage vehicle routing and mixed-model job-shop-type robotic disassembly sequence scheduling problem for e-waste management system	28
Review of Digital Twin-based Interaction in Smart Manufacturing: Enabling Cyber-Physical Systems for Human-Machine Interaction	28
Accurate screw detection method based on faster R-CNN and rotation edge similarity for automatic screw disassembly	28
Virtual reality simulation of human-robot coexistence for an aircraft final assembly line: process evaluation and ergonomics assessment	27
Identifying the driving and moderating factors of Malaysian SMEs’ readiness for Industry 4.0	26
Prioritization of barriers for Industry 4.0 adoption in the context of Indian manufacturing industries using AHP and ANP analysis	26
Digital twin for human-machine interaction with convolutional neural network	26
Energy trade market effect on production scheduling: an Industrial Product-Service System (IPSS) approach	25
A utility-aware multi-task scheduling method in cloud manufacturing using extended NSGA-II embedded with game theory	23
Digital twin-enabled smart industrial systems: recent developments and future perspectives	23
Collaborative robot task allocation on an assembly line using the decision support system	23
Machine-learning-based monitoring and optimization of processing parameters in 3D printing	23

Smart manufacturing systems: a futuristics roadmap towards application of industry 4.0 technologies	22
Examining smart manufacturing challenges in the context of micro, small and medium enterprises	20
An augmented reality software suite enabling seamless human robot interaction	19
An automatic machining process decision-making system based on knowledge graph	19
A hybrid 3D feature recognition method based on rule and graph	19
A survey of machine learning in additive manufacturing technologies	19
Data analytics in quality 4.0: literature review and future research directions	19
The state-of-the-art of wire arc directed energy deposition (WA-DED) as an additive manufacturing process for large metallic component manufacture	19
Digital twins in manufacturing: systematic literature review for physical–digital layer categorization and future research directions	19
Social life cycle performance of additive manufacturing in the healthcare industry: the orthosis and prosthesis cases	19
Intelligent machining: a review of trends, achievements and current progress	18
Towards an information semantic interoperability in smart manufacturing systems: contributions, limitations and applications	18
Adaptive variable layer thickness and perimetral offset planning for layer-based additive manufacturing processes	17
Understanding vulnerabilities in cyber physical production systems	16
A hybrid teaching factory model towards personalized education 4.0	16
Non-contact surface roughness evaluation of milling surface using CNN-deep learning models	15
Versatile edge gateway for improving manufacturing supply chain management via collaborative networks	15
An optical system for identifying and classifying defects of metal parts	15
An industry 4.0 approach to electric vehicles	15
A cyber-physical system architecture based on lean principles for managing industry 4.0 setups	15
Zero defect manufacturing: a self-adaptive defect prediction model based on assembly complexity	14
A personalized method of cloud manufacturing service customization	14
Dynamic scheduling of manufacturing systems: a product-driven approach using hyper-heuristics	14
Design of a business readiness model to realise a green industry 4.0 company	14
Impact of total quality management on industry 4.0 readiness and practices: does firm size matter?	13
Human-robot activity allocation algorithm for the redesign of manual assembly systems into human-robot collaborative assembly	13
Precision and energy-efficient ball-end milling of Ti6Al4V turbine blades using particle swarm optimization	13
CAD-integrated design for manufacturing and assembly in mechanical design	13
Creation of a UX index to design human tasks and workstations	13
Digital ergonomics: an evaluation framework for the ergonomic risk assessment of heterogeneous workers	13
Prediction of mechanical properties for acrylonitrile-butadiene-styrene parts manufactured by fused deposition modelling using artificial neural network and genetic algorithm	13
Deep learning for industrial image: challenges, methods for enriching the sample space and restricting the hypothesis space, and possible issue	13
A multi-agent and internet of things framework of digital twin for optimized manufacturing control	12
Bayesian optimisation of part orientation in additive manufacturing	12
Practical simultaneous scheduling of machines, AGVs, tool transporter and tools in a multi machine FMS using symbiotic organisms search algorithm	12
Development of automated feature extraction and convolutional neural network optimization for real-time warping monitoring in 3D printing	12
A framework for cyber-physical production system management and digital twin feedback monitoring for fast failure recovery	12
A machine learning approach to quality monitoring of injection molding process using regression models	12
Towards engineering manufacturing systems for mass personalisation: a stigmergic approach	12
An improved automatic defect identification system on natural leather via generative adversarial network	11
Architecture and knowledge modelling for self-organized reconfiguration management of cyber-physical production systems	11
A novel hybrid algorithm for large-scale composition optimization problems in cloud manufacturing	11
Integrated fault-tolerant control of assembly and automated guided vehicle-based transportation layers	11
A data-driven scheduling knowledge management method for smart shop floor	11
Lean techniques impact evaluation methodology based on a co-simulation framework for manufacturing systems	11
Design of intelligent manufacturing system based on digital twin for smart shop floors	10
Methodology for data-driven predictive maintenance models design, development and implementation on manufacturing guided by domain knowledge	10
A framework to design smart manufacturing systems for Industry 5.0 based on the human-automation symbiosis	10
Using Machine-Learning techniques and Virtual Reality to design cutting tools for energy optimization in milling operations	10
A multi-criteria decision tool for FMEA in the context of product development and industry 4.0	10

A digital twin-based modularized design approach for smart warehouses	9
Decision-making in smart manufacturing: A framework for performance measurement	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
Learning with supervised data for anomaly detection in smart manufacturing	9
Data- driven and knowledge- guided prediction model of milling tool life grade	9
Instance segmentation of point cloud captured by RGB-D sensor based on deep learning	9
A system dynamics approach to measure the effect of information sharing on manufacturing/remanufacturing systems’ performance	9
Data continuity and traceability in complex manufacturing systems: a graph-based modeling approach	9
A simulation-based decision support system to improve the resilience of the food supply chain	9
Dynamic control of supported macro/micro-tubes conveying magnetic fluid utilizing intelligibly designed axially functionally graded materials	8
Methodology for enabling dynamic digital twins and virtual model evolution in industrial robotics - a predictive maintenance application	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
Transition towards Smart Factories	8
Digital twin-based research on the prediction method for the complex product assembly abnormal events	8
Extending factory digital Twins through human characterisation in Asset Administration Shell	8
Predicting volumetric error compensation for five-axis machine tool using machine learning	8
Smart fault detection and optimal variables identification using Kernel Mahalanobis Distance for industrial manufacturing processes	8
A human-oriented design process for collaborative robotics	8
An integrated system with multiple product lifecycles for remanufacturing (IS-MPLR): new opportunities and challenges	7
Computer integrated work-space quality improvement of the C4 parallel robot CMM based on kinematic error model for using in intelligent measuring	7
Manufacturability evaluation of parts using descriptor-based machining feature recognition	7
Contrasting digital twin vision of manufacturing with the industrial reality	7
H-infinity optimised control of external inertial actuators for higher precision robotic machining	7
A collaboration mechanism for service-oriented manufacturing processes with uncertain duration: a perspective of efficiency	7
Designing an automated storage/retrieval system with a single aisle-mobile crane under three new turnover based storage policies	7
AGV dispatching algorithm based on deep Q-network in CNC machines environment	7
Assembly-free design for additive manufacturing of articulated components based on layered precision assignment	7
Alternative process routing and consolidated production-distribution planning with a destination oriented strategy in cloud manufacturing	7
Application of machine learning algorithm in the sheet metal industry: an exploratory case study	7
Predictions of in-situ melt pool geometric signatures via machine learning techniques for laser metal deposition	7
Allocation and scheduling of digital dentistry services in a dental cloud manufacturing system	6
Manufacturing personnel task allocation taking into consideration skills and remote guidance based on augmented reality and intelligent decision making	6
Guidelines to develop demonstration models on industry 4.0 for engineering training	6
Development and performance evaluation of a web-based feature extraction and recognition system for sheet metal bending process planning operations	6
An integrated methodology for the assessment of stress and mental workload applied on virtual training	6
On the quantification of human-robot collaboration quality	6
Online monitoring for error detection in vat photopolymerization	6
Sensor signal selection for tool wear curve estimation and subsequent tool breakage prediction in a drilling operation	6
Development of a structural framework to improve reconfigurable manufacturing system adoption in the manufacturing industry	6
Influence of the compensation method of machining errors of Bspline and Cspline	6
A framework to integrate novelty detection and remaining useful life prediction in Industry 4.0-based manufacturing systems	6
The decision-making framework for assembly tasks planning in human–robot collaborated manufacturing system	6
Multi-objective optimization of milling process: exploring trade-off among energy consumption, time consumption and surface roughness	6
Physics-based modelling of robot’s gearbox including non-linear phenomena	6
A new approach for reusable 3D CAD objects detection, by similarity calculation based on Bayesian network models (BNM)	6
Preconditions and benefits of digital twin-based business ecosystems in manufacturing	6
Readiness assessment for smart manufacturing system implementation: multiple case of Indian small and medium enterprises	6
New approaches for rebalancing an assembly line with disruptions	5
An efficient automobile assembly state monitoring system based on channel-pruned YOLOv4 algorithm	5
Automated picking-sorting system for assembling components in an IKEA chair based on the robotic vision system	5
A stochastic evaluation framework to improve the robustness of manufacturing systems	5
Critical factors of multi-agent technology influencing manufacturing organizations: an AHP and DEMATEL-oriented analysis	5
Determining the impact of 5G-technology on manufacturing performance using a modified TOPSIS method	5
Design of redistributed manufacturing networks: a model-based decision-making framework	5
HardOps: utilising the software development toolchain for hardware design	5
Simulation of in-house logistics operations for manufacturing	5
Integration of sub-task scheduling and logistics in cloud manufacturing systems under setup time and different task arrival times	5
Big data-based research on active remanufacturing comprehensive benefits evaluation of mechanical product	5
A data-driven digital twin framework for key performance indicators in CNC machining processes	5
A collaborative hybrid approach for integrated tolerance allocation	5
Transdisciplinary system of systems development in the trend to X4.0 for intelligent manufacturing	5
Review of task allocation for human-robot collaboration in assembly	5
knowledge representation in Industry 4.0 scheduling problems	5
Human-robot mobile co-manipulation of flexible objects by fusing wrench and skeleton tracking data	4
Decomposition of machining error for surfaces using complete ensemble empirical mode decomposition with adaptive noise	4
Emergent control in the context of industry 4.0	4
Methodology combining industry 4.0 technologies and KPI’s reliability for supply chain performance	4
Experimental approach towards parameter evaluation in laser powder bed fusion of metals	4
Using machine learning for cutting tool condition monitoring and prediction during machining of tungsten	4
Towards deep-learning-based image enhancement for optical camera-based monitoring system of laser powder bed fusion process	4
Development of Digital twin for Plug-and-Produce of a Machine tending system through ISO 21919 interface	4
CNC-C2: an ISO14649 and IEC61499 compliant controller	4
Ranking critical success factors for implementation of lean-industry 4.0: a methodology based on DEMATEL and ANP	4
A product-process-resource based formal modelling framework for customized manufacturing in cyber-physical production systems	4
Development of dynamic scheduling in semiconductor manufacturing using a Q-learning approach	4
Α Behavior Trees-based architecture towards operation planning in hybrid manufacturing	4
Manufacturing cost estimation based on similarity	4
Appraisal of smart factory design for advance manufacturing plants based on transition strategies by using an integrated fuzzy decision-making methodology	4

A multi-input parallel convolutional attention network for tool wear monitoring	4
Machine learning algorithms applied to intelligent tyre manufacturing	4
Digital-twin-based job shop multi-objective scheduling model and strategy	4
A sub-assembly division method based on community detection algorithm	4
Reinforcement learning based optimal decision making towards product lifecycle sustainability	4
A memetic algorithm for energy-efficient scheduling of integrated production and shipping	4
A connective framework to minimize the anxiety of collaborative Cyber-Physical System	4
Using cloud manufacturing to establish an ecosystem network for COVID-19 ventilator production	4
A generic evolutionary ensemble learning framework for surface roughness prediction in manufacturing	4
In-process monitoring of the ultraprecision machining process with convolution neural networks	3
Topology optimization of the vibrating structure for fused deposition modelling of parts considering a hybrid deposition path pattern	3
A new global toolpath linking algorithm for different subregions with Travelling Saleman problem solver	3
Quality control in manufacturing – review and challenges on robotic applications	3
A Parallel distributed genetic algorithm using Apache Spark for flexible scheduling of multitasks in a cloud manufacturing environment	3
Design, modelling, optimisation and validation of condition-based maintenance in IoT enabled hybrid flow shop	3
Blank shape optimization in sheet metal processing using a hybrid fuzzy-sensitivity method	3
Recommended layer thickness to the powder-based additive manufacturing using multi-attribute decision support	3
Process planning solution strategies for fabrication of thin-wall domes using directed energy deposition	3
Generalization of reference filtering control strategy for 2D/3D visual feedback control of industrial robot manipulators	3
A technology of efficient configuration of a ship’s critical process equipment	3
Recommending collaborations with newly emerged services for composition creation in cloud manufacturing	3
Experimental assessment and feedforward control of backlash and stiction in industrial serial robots for low-speed operations	3
Digital twin of spacecraft assembly cell and case study	3
Dynamic modeling and analysis of multi-product flexible production line	3
A computational scheme for data scheduling in industrial enterprise network using linear mixed model approach	3
Optimal selection of cloud manufacturing resources based on bacteria foraging optimization	3
Different build strategies and computer-aided process planning for fabricating a functional component through hybrid-friction stir additive manufacturing	3
Explainable human activity recognition based on probabilistic spatial partitions for symbiotic workplaces	3
A multi-period multiple parts mixed integer linear programming model for AM adoption in the spare parts supply Chain	3
Bi-objective optimisation of remanufacturing decisions with component commonality under different reworking scenarios	3
A Method to Support Design for Serviceability in the Early Stages of New Product Development	3
Unlocking factors of digital twins for smart manufacturing: a case of emerging economy	3
Virtual training and commissioning of industrial bin picking systems using synthetic sensor data and simulation	3
A hybrid machine learning method for procurement risk assessment of non-ferrous metals for manufacturing firms	3
Glue modelling in variation management of compliant assemblies: critical issues and possible solutions	2
Temperature monitoring system of friction stir welding based on digital twin	2
A digital twin reference architecture for pharmaceutical cannabis production	2
Production system efficiency optimization through application of a hybrid artificial intelligence solution	2
Towards a framework to design product service system-based mobile phone waste management: A social media data analysis perspective	2
Finding optimal correspondence sets for large digital metrology point clouds using anisotropic diffusion analogy	2
Automatic computation of bending sequences for wire bending machines	2
Development of a collaborative robotic system to polish leather surfaces	2
Model-based hardware in the loop control of collaborative robots: Simulink and Python based interfaces	2
Layer width control in robotic pulsed gas tungsten arc additive manufacturing through composite sensing of vision and arc	2
Modelling and platform application of the behaviour of a cyber physical production system	2
An improved memory networks based product model classification method	2
Flexibility management and decision making in cyber-physical systems utilizing digital lean principles with Brain-inspired computing pattern recognition in Industry 4.0	2
Exploiting a combined process mining approach to enhance the discovery and analysis of support processes in manufacturing	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
An integrated CRN-SVR approach for the quality consistency improvement in a diesel engine assembly process	2
Switching models and control of Petri Nets with shared resources under marking constraints	2
A collaboration approach for cloud factories based on Kuhn–Munkras algorithm	2
Towards gestured-based technologies for human-centred Smart Factories	2
An application-oriented digital twin framework and the multi-model fusion mechanism	2
Automatic machining feature recognition from STEP files	2
Working with collaborative robots and its influence on levels of working stress	2
Competitive strategy and production strategy of the original equipment manufacturer and the third-party remanufacturer in remanufacturing	2
Investigation of Multivariate Profile Monitoring on Complex Thin-walled Components Batch Machined using a Sliding Time Window Cluster Method	2
Research on vision navigation and position system of agricultural unmanned aerial vehicle	2
Analysis method for factors influencing gear hobbing quality based on density peak clustering and improved multi-objective differential evolution algorithm	2
A new study for prediction and optimisation of energy consumption during high-speed milling	2
HAR-time: human action recognition with time factor analysis on worker operating time	2
Semantic rules for capability matchmaking in the context of manufacturing system design and reconfiguration	2
Direct tolerance analysis of mechanical assemblies with normal and non-normal tolerances for predicting product quality	2
Performance analysis of object detection algorithms for robotic welding applications in planar environment	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
Human-centered performance management in manual assembly – The impact of gamified KPI provision on performance and motivation	2
Novel process planning approach for support-free additive manufacturing using multi-axis deposition systems	2
An adaptive force and posture control strategy for automated wiring terminal assembly	2
Skills for Industry 4.0: a structured repository grounded on a generalized enterprise reference architecture and methodology-based framework	2
Role of human factors in cloud manufacturing adoption across manufacturing micro, small and medium enterprises	2
Automated contour mill-tool grinding path generation via deep learning	2
A human-machine interaction framework for identifying factors influential consumer participation in e-waste treatment schemes	2
A digital twin-based multi-objective optimization method for technical schemes in process industry	2
Special issue on ‘new transdisciplinary practices for intelligent manufacturing for industry 4.0’	2
Smart seru production system for Industry 4.0: a conceptual model based on deep learning for real-time monitoring and controlling	2