International Journal of Computer Integrated Manufacturing

Article	Citations
Optimization of working position and posture of a 5-DOF hybrid automatic drilling system based on an improved GA-BP neural network	94
A just-in-time learning-based compensation prediction method for hull plate welding	93
Proposition of a software-assisted methodology to solve safety issues in reconfigurable assembly systems in a short time	81
Correction	67
Estimation of arithmetical mean roughness using a regression approach and computer vision in stainless steel specimens manufactured by additive manufacturing	56
A novel graph neural networks approach for 3D product model retrieval	55
A robotic 3D printer for UV-curable thermosets: dimensionality prediction using a data-driven approach	53
Integration of sub-task scheduling and logistics in cloud manufacturing systems under setup time and different task arrival times	52
Special issue on ‘digital twins for smart production and logistics’	45
Automatic computation of bending sequences for double-head wire bending machines	45
Digital twin modelling and its evaluation method of the robotic disassembly process	44
A blockchain-based self-adaptive collaboration mechanism for service-oriented manufacturing system	39
Study on typical process route mining method based on multilevel longest common subsequence information entropy and intelligent clustering model	38
Digital twin-driven cloud manufacturing system: an implementation framework, operating mechanism and key technologies	36
Adaptive radial basis function neural network sliding mode control of robot manipulator based on improved genetic algorithm	33
An integrated Bi-objective green vehicle routing and partial disassembly line problem for electronic waste: an industrial case study	33
Sequential delay-free strategy for sliding mode position observer considering analog and digital implementations of PMSM drives	32
Online monitoring for error detection in vat photopolymerization	32
Physics-based modelling of robot’s gearbox including non-linear phenomena	32
Digital twin-enhanced laser cutting production system design and operation	30
A recycling model based on blockchain and reverse logistics for remanufacturing	28
Proactive project scheduling using GPU-accelerated simulations under uncertainty environment	27
Web-based simulation and motion planning for human-robot and multi-robot applications	25
Enhanced pallet detection in complex environments: an AM-Mask R-CNN method	23
Research on dynamic scheduling and perception method of assembly resources based on digital twin	23

A conceptual framework-based architecture strategy for implementing industry 4.0 enabling technologies in Indian commercial vehicle manufacturing plant	23
Production system efficiency optimization through application of a hybrid artificial intelligence solution	22
Part feeding scheduling for mixed-model assembly lines with autonomous mobile robots: benefits of using real-time data	22
Multi-objective optimization of milling process: exploring trade-off among energy consumption, time consumption and surface roughness	22
A platform-enabled CNC within edge-cloud environments: perspectives, challenges, and potential solutions	21
Appraisal of smart factory design for advance manufacturing plants based on transition strategies by using an integrated fuzzy decision-making methodology	21
Different build strategies and computer-aided process planning for fabricating a functional component through hybrid-friction stir additive manufacturing	20
Material feeding and scheduling method for smart discrete manufacturing workshops based on a temporal knowledge graph and dual neural networks	20
State-based verification of industrial control programs with the use of a digital model	19
On the quantification of human-robot collaboration quality	18
DMAIC 4.0 in Action: introducing MSA 4.0 and Poka Yoke 4.0	18
Examining the impact of Industry 4.0 technologies on industrial performance of manufacturing organisations in India: an empirical study	18
A survey of machine learning in additive manufacturing technologies	17
A human-machine interaction framework for identifying factors influential consumer participation in e-waste treatment schemes	16
An adaptive sampling method for STL free-form surfaces based on the quasi-Gauss curvature grid	16
Deep learning for advanced pose estimation and quality inspection in Industry4.0 assembly applications	16
A back propagation neural network based low frequency clustering man-hour prediction method for digital manufacturing	15
Collective intelligence-driven 3D printing factory for social manufacturing: implementing a testbed for industrial application	15
Adaptive neuro-fuzzy inference system with analytic hierarchy process: an application for drawworks’ failure mode and effect analysis	14
A predictive model based on Transformer with statistical feature embedding in manufacturing sensor dataset	14
Flexibility management and decision making in cyber-physical systems utilizing digital lean principles with Brain-inspired computing pattern recognition in Industry 4.0	14
A data-driven digital twin framework for key performance indicators in CNC machining processes	14
Anomaly detection for industrial applications: challenges, solutions, and future directions	14
Health state grading evaluation of multi-machine production line based on bi-Kmeans degraded hidden Markov model	14
An innovative model to enhance engineer-to-order companies operational efficiency conceived using axiomatic design theory	13
Computer-aided process planning system for super finishing of flat surfaces with pockets through magnetorheological finishing process	13
Building resilient digital twin with digital cousins: a method for accurate prediction from multi-source fusion in manufacturing	13
A preference-based multi-objective evolutionary algorithm for user needs-driven multi-task scheduling in cloud manufacturing	13
Novel process planning approach for support-free additive manufacturing using multi-axis deposition systems	13
Blank shape optimization in sheet metal processing using a hybrid fuzzy-sensitivity method	13
Machining parameters optimization for free-form blade milling based on time-position mapping of process signals	13
A digital twin reference architecture for pharmaceutical cannabis production	13
DGAD: knowledge extraction for spindle assembly graph construction in winding machines	12
Evaluation of the reconfigurability of manufacturing systems based on fuzzy logic taking into account the links between the characteristics of the RMS	12
Cost-effective sensor-based digital twin for fused deposition modeling 3D printers	12
Intelligent parameters reconfiguration system for enhancing machine tools sustainability using real-time data-driven: an experimental cutting speed investigation	12
Experimental assessment and feedforward control of backlash and stiction in industrial serial robots for low-speed operations	12
A Multi-level spatial feature fusion-based transformer for intelligent defect recognition with small samples toward smart manufacturing system	12
Quantum machine learning a new frontier in smart manufacturing: a systematic literature review from period 1995 to 2021	12
Architecture and knowledge modelling for self-organized reconfiguration management of cyber-physical production systems	12
Guidelines to develop demonstration models on industry 4.0 for engineering training	12
A multi-period multiple parts mixed integer linear programming model for AM adoption in the spare parts supply Chain	12
Repetitive assembly basic action detection and standard work measurement based on deep learning	11
A cyber physical production system framework for online monitoring, visualization and control by using cloud, fog, and edge computing technologies	11
STEP-NC part programs-oriented autonomous machine tool selection using a hybrid multi-criteria decision-making model	11
Human-centered performance management in manual assembly – The impact of gamified KPI provision on performance and motivation	11
An online process planning (OPP) method for part machining based on unsupervised tool condition monitoring	11
The decision-making framework for assembly tasks planning in human–robot collaborated manufacturing system	10
Construction of dynamic knowledge graph for the production process of manufacturing enterprises	10
Explainable human activity recognition based on probabilistic spatial partitions for symbiotic workplaces	10

Research on the Z-direction thermal error modelling method based on an optimized CNN-BiLSTM-Attention	10
Cooperation-based bi-level rescheduling method for multi-objective distributed hybrid flow shop with unrelated parallel machines under multi-type disturbances	10
Design of integrated manufacturing information systems for reconfigurability and adaptability by modularizing the system architecture	10
A collaborative hybrid approach for integrated tolerance allocation	10
Integration of extended reality and CAE in the context of industry 4.0	9
HAR-time: human action recognition with time factor analysis on worker operating time	9
Layer width control in robotic pulsed gas tungsten arc additive manufacturing through composite sensing of vision and arc	9
Fast inline inspection: vision system for geometric deviation measurement and early defect detection in smart manufacturing	9
Examining smart manufacturing challenges in the context of micro, small and medium enterprises	9
Manufacturing cloud service recommendation model based on deep feature learning and user preference perception	9
A digital twin optimization method for complex product workshop scheduling with abnormal events	9
Machine learning in the prediction of formability in aluminum hot stamping process with multiple variable blank holder force	9
A digital twin approach for online reconfiguration of robotic manufacturing systems toward plug-and-produce	9
Opportunities and challenges of shared manufacturing practice in China: an exploratory multi-case study	9
Using cloud manufacturing to establish an ecosystem network for COVID-19 ventilator production	9
Cascading failure analysis and optimization for improving the resilience of collaborative manufacturing networks	9
Performance analysis of object detection algorithms for robotic welding applications in planar environment	9
Discrete event simulation and Digital Twins in warehouse logistics: a bibliometric and content analysis-based systematic literature review	8
A hybrid approach to analyze the role of Multi-Agent Technology on increasing quality of high-tech products	8
Cyber physical production system for smart manufacturing analytics and management: a systematic literature review, framework and roadmap	8
Learning with supervised data for anomaly detection in smart manufacturing	8
FARFADET: contribution to consistency management in multi-physical systems engineering	8
Reconfigurable machine tending with collaborative robots: leveraging ISO 21919 for enhancing flexibility and safety	8
Driving industrial transformation: exploring the adoption, impact, and strategic frameworks for industry 4.0 technologies in Indian manufacturing sectors	8
An augmented reality software suite enabling seamless human robot interaction	8
A computational scheme for data scheduling in industrial enterprise network using linear mixed model approach	8
Methodology for enabling dynamic digital twins and virtual model evolution in industrial robotics - a predictive maintenance application	8
Investigation on the effect of corner error in WEDM taper cutting process of Ti–6Al–4V	8
Proposal of a maturity model for additive manufacturing: theoretical development and case study in automotive industry	8
Correction	8
Screening and optimization method of defect points of G code in three axis NC machining	8
Two-phase data science framework for compensation of the friction force in CNC machines	8
Development of a collaborative robotic system to polish leather surfaces	8
A Digital Twin-based paradigm for programming and control of cooperating robots in reconfigurable production systems	8
Ant colony algorithm and grey relation theory for manufacturing resources optimal allocation towards industry 5.0	8
Collaborative optimization for scheduling manufacturing tasks and transport vehicles considering manufacturer’s time availability in cloud manufacturing	8
Correction	8
Impact of total quality management on industry 4.0 readiness and practices: does firm size matter?	8
Industrial multivariate time-series data anomaly detection incorporating attention mechanisms and adversarial training	7
Dynamic modeling and analysis of multi-product flexible production line	7
Flexible automation and intelligent manufacturing highlights: special issue editorial	7
Scalable and efficient digital twins for model-based design of cyber-physical systems	7
An analysis of heat source contribution and design of optimal cooling method for ball screw feed system	7
The deep learning-based equipment health monitoring model adopting subject matter expert	7
A variable modal decomposition and BiGRU-based tool wear monitoring method based on non-dominated sorting genetic algorithm II	7
Multi-agent behavioral evolutionary game analysis of digital twin technology adoption in manufacturing enterprises	7
Investigating the readiness of manufacturing industries to implement Industry 4.0 technologies: Machine learning-based approach	7
Special issue on machine learning in additive manufacturing	7
Quality control in manufacturing – review and challenges on robotic applications	7
An advanced machining robot flexible programming methodology supported by verification in a virtual environment	6
Industrial Metaverse design methodologies: a comprehensive literature review	6
Evaluating the use of grey-box system identification for digital twins in manufacturing automation	6
Predicting volumetric error compensation for five-axis machine tool using machine learning	6
Intended Human Arm Movement Direction Prediction using Eye Tracking	6
STEP AP 242 file-based automatic tolerance analysis of mechanical assembly using unified Jacobian Torsor Model and direct linearization method	6
Multi-layer and multi-pass welding trajectory planning of thick-walled pipes intersecting curve in a pressure vessel	6
Simulation tests of wire harness assembly tasks supported by collaborative robots for different types of wire harnesses	6
An integrated CRN-SVR approach for the quality consistency improvement in a diesel engine assembly process	6
Information exchange and knowledge discovery for additive manufacturing digital thread: a comprehensive literature review	6
Ranking critical success factors for implementation of lean-industry 4.0: a methodology based on DEMATEL and ANP	6
The role of digital governance in the integration of performance measurement systems uses and Industry 4.0 maturity	6
Evolution and application of dimensional metrology: a comparative review	6
Towards a practice-based framework for supply chain resilience in the context of additive manufacturing technology adoption	6
A fast physics-based thermal model for wire laser-based directed energy deposition	6
A robust service composition for a resilient cloud manufacturing service network	6
A human-robot collaboration model empowered by object detection-driven AR assistance and operator behavior prediction	6
Evaluation method for the impact of digital finance on the environmental performance of manufacturing industry	6
A Parallel distributed genetic algorithm using Apache Spark for flexible scheduling of multitasks in a cloud manufacturing environment	6
A parameter diffusion-based quaternion graph convolutional networks for model-based definition of 3D model recommendation	5
Examining the determinants of quality 4.0 adoption: a behavioral reasoning theory perspective	5
Design and validation of a gripper for the automated assembly of film components in flexible electronics manufacturing	5
Assessing smart manufacturing by combining IT systems and enabling technologies in a fuzzy cognitive maturity model	5
Measurement of bending deformation of sheet metal using machine vision	5
Smart manufacturing systems: a futuristics roadmap towards application of industry 4.0 technologies	5
The role of tool path on microstructure uniformity in large-format additive manufacturing: integrated thermo-metallurgical-mechanical approach	5
A hybrid digital twin for monitoring and controlling weld quality in friction stir welding	5
Smart seru production system for Industry 4.0: a conceptual model based on deep learning for real-time monitoring and controlling	5
Semantic rules for capability matchmaking in the context of manufacturing system design and reconfiguration	5
A connective framework to minimize the anxiety of collaborative Cyber-Physical System	5
Autoencoder-driven fault detection in drilling machines: a study of hybrid deep learning models	5

Physics-informed multi-source data fusion for inferencing residual stress field of rotary parts	5
Artificial intelligence framework for supporting complex decision-making in automotive manufacturing	5
Features interaction-based methodology for selecting process plan of green machining using CAD/CAM system	5
A digital twin-based multi-objective optimization method for technical schemes in process industry	5
Skills for Industry 4.0: a structured repository grounded on a generalized enterprise reference architecture and methodology-based framework	5
Modelling resilience dynamics for smart manufacturing systems: quantification and empirical analysis	4
Dynamic Spatiotemporal scheduling of hull parts under complex constraints in shipbuilding workshop	4
Offline robot programming assisted by task demonstration: an AutomationML interoperable solution for glass adhesive application and welding	4
A carbon emission prediction model of mechanical parts machining based on structural design parameters	4
Predictive maintenance: assessment of potentials for residential heating systems	4
The state-of-the-art of wire arc directed energy deposition (WA-DED) as an additive manufacturing process for large metallic component manufacture	4
Automatic planning and optimization of a laser radar inspection system	4
Methodology combining industry 4.0 technologies and KPI’s reliability for supply chain performance	4
Predicting surface roughness in machining aluminum alloys taking into account material properties	4
Critical factors of multi-agent technology influencing manufacturing organizations: an AHP and DEMATEL-oriented analysis	4
An integrated methodology for the assessment of stress and mental workload applied on virtual training	4
A digital twin-based modularized design approach for smart warehouses	4
Real-time multi-body co-simulation model of a veneer peeling lathe	4
Transition towards Smart Factories	4
Goal-oriented clustering algorithm to monitor the efficiency of logistic processes through real-time locating systems	4
Real-time state monitoring of the machining process in multi-variety and small-batch production system based on transfer learning	4
Identification of challenges to Industry 5.0 adoption in Indian manufacturing firms: an emerging economy perspective	4
A service-oriented orchestration and planning tool for plug and produce manufacturing: a deformable object handling supervision paradigm	4
Industry 4.0 adoption barriers in manufacturing supply chain industry - a case study from a developing economy	4
Special issue “Towards Digitalized Manufacturing 4.0”	4
Digital twins in product-service lifecycles: a framework proposal for enhancing competitiveness and sustainability in manufacturing business	4
Monitoring model for enhancing adaptability in human–robot collaborative mold assembly	4
A framework to design smart manufacturing systems for Industry 5.0 based on the human-automation symbiosis	4
Application of the Human Resource Allocation Problem 4.0: a study case	4
Smart automation in luxury leather shoe polishing: a human centric robotic approach	4
An application-oriented digital twin framework and the multi-model fusion mechanism	4
From smart manufacturing in Industry 4.0 to industrial metaverse for Industry 5.0	4
Smart manufacturing under limited and heterogeneous data: a sim-to-real transfer learning with convolutional variational autoencoder in thermoforming	4
Automated retrieval and comparison of sheet metal parts	4
A hybrid teaching factory model towards personalized education 4.0	3
A hybrid graph neural network-based federated learning method for personalized manufacturing service composition recommendation	3
Data analytics in quality 4.0: literature review and future research directions	3
Enhancing automated production lines with human-centricity: how to combine virtual reality simulation and human data analysis	3
A simulation-based thermal process control method for multi-material laser-joining operations	3
3D CAD model retrieval in early design based on sketch and machining features	3
Intelligent product manufacturing cost estimation framework driven by semantic technologies and knowledge-based systems	3
Investigation of a three-sided stable matching model for shared manufacturing green innovation ecosystem and its implementation perspectives	3
Data-driven surrogate modelling of residual stresses in Laser Powder-Bed Fusion	3
Multi-level dynamics response-based resilient production control for digital twin-enabled modular manufacturing systems	3
Data- driven and knowledge- guided prediction model of milling tool life grade	3
Extending factory digital Twins through human characterisation in Asset Administration Shell	3
Non-contact surface roughness evaluation of milling surface using CNN-deep learning models	3
Robot-assisted additive manufacturing for aerospace applications: recent trends and its future possibilities	3
Development of Digital twin for Plug-and-Produce of a Machine tending system through ISO 21919 interface	3
Barriers and strategies of smart factory evolution in industry 4.0: an empirical study	3
Multi-agent modelling of cyber-physical systems for IEC 61499-based distributed intelligent automation	3
Integrated IoT-Blockchain architecture for sustainable green supply chains in agriculture equipment manufacturing industries: a TOPSIS approach	3
Automatic machining feature recognition from STEP files	3
Graph transfer learning approach for aircraft assembly line productivity prediction amidst evolving process network	3
Digital thread in fixture design: leveraging model-based definition for seamless information flow	3
Human-robot mobile co-manipulation of flexible objects by fusing wrench and skeleton tracking data	3
Human-robot activity allocation algorithm for the redesign of manual assembly systems into human-robot collaborative assembly	3
Utilization of acoustic signals with generative Gaussian and autoencoder modeling for condition-based maintenance of injection moulds	3
An automatic construction and intelligent retrieval method for knowledge graph for machining process specifications	3
AR-assisted assembly method based on instance segmentation	3
Towards a unified control plan - a method for integrating and evaluating automated control plans in manufacturing systems	3
Synthetic data generation for digital twins: enabling production systems analysis in the absence of data	3