International Journal of Computer Integrated Manufacturing

Article	Citations
Correction	181
Optimization of working position and posture of a 5-DOF hybrid automatic drilling system based on an improved GA-BP neural network	81
A just-in-time learning-based compensation prediction method for hull plate welding	72
A robotic 3D printer for UV-curable thermosets: dimensionality prediction using a data-driven approach	71
Integration of sub-task scheduling and logistics in cloud manufacturing systems under setup time and different task arrival times	52
Proposition of a software-assisted methodology to solve safety issues in reconfigurable assembly systems in a short time	51
A novel graph neural networks approach for 3D product model retrieval	47
Estimation of arithmetical mean roughness using a regression approach and computer vision in stainless steel specimens manufactured by additive manufacturing	47
Digital twin in manufacturing: conceptual framework and case studies	43
Adaptive radial basis function neural network sliding mode control of robot manipulator based on improved genetic algorithm	41
Automatic computation of bending sequences for double-head wire bending machines	41
A blockchain-based self-adaptive collaboration mechanism for service-oriented manufacturing system	35
Special issue on ‘digital twins for smart production and logistics’	35
Digital twin-driven cloud manufacturing system: an implementation framework, operating mechanism and key technologies	31
Digital twin modelling and its evaluation method of the robotic disassembly process	31
Development of a CNC interpretation service with good performance and variable functionality	30
Sequential delay-free strategy for sliding mode position observer considering analog and digital implementations of PMSM drives	30
Topology optimization of the vibrating structure for fused deposition modelling of parts considering a hybrid deposition path pattern	30
Physics-based modelling of robot’s gearbox including non-linear phenomena	28
Simulation of in-house logistics operations for manufacturing	28
Study on typical process route mining method based on multilevel longest common subsequence information entropy and intelligent clustering model	28
Enhanced pallet detection in complex environments: an AM-Mask R-CNN method	27
An integrated Bi-objective green vehicle routing and partial disassembly line problem for electronic waste: an industrial case study	27
A conceptual framework-based architecture strategy for implementing industry 4.0 enabling technologies in Indian commercial vehicle manufacturing plant	26
Online monitoring for error detection in vat photopolymerization	25

Production system efficiency optimization through application of a hybrid artificial intelligence solution	25
Digital twin-enhanced laser cutting production system design and operation	23
Proactive project scheduling using GPU-accelerated simulations under uncertainty environment	22
Multi-objective optimization of milling process: exploring trade-off among energy consumption, time consumption and surface roughness	22
A collaboration mechanism for service-oriented manufacturing processes with uncertain duration: a perspective of efficiency	22
Research on dynamic scheduling and perception method of assembly resources based on digital twin	21
Web-based simulation and motion planning for human-robot and multi-robot applications	21
A recycling model based on blockchain and reverse logistics for remanufacturing	20
A collaboration approach for cloud factories based on Kuhn–Munkras algorithm	20
Appraisal of smart factory design for advance manufacturing plants based on transition strategies by using an integrated fuzzy decision-making methodology	19
Direct tolerance analysis of mechanical assemblies with normal and non-normal tolerances for predicting product quality	19
Examining the impact of Industry 4.0 technologies on industrial performance of manufacturing organisations in India: an empirical study	19
On the quantification of human-robot collaboration quality	18
State-based verification of industrial control programs with the use of a digital model	18
A platform-enabled CNC within edge-cloud environments: perspectives, challenges, and potential solutions	17
Different build strategies and computer-aided process planning for fabricating a functional component through hybrid-friction stir additive manufacturing	17
Part feeding scheduling for mixed-model assembly lines with autonomous mobile robots: benefits of using real-time data	17
Identifying the driving and moderating factors of Malaysian SMEs’ readiness for Industry 4.0	16
DMAIC 4.0 in Action: introducing MSA 4.0 and Poka Yoke 4.0	16
A survey of machine learning in additive manufacturing technologies	16
Material feeding and scheduling method for smart discrete manufacturing workshops based on a temporal knowledge graph and dual neural networks	16
Collective intelligence-driven 3D printing factory for social manufacturing: implementing a testbed for industrial application	15
An adaptive sampling method for STL free-form surfaces based on the quasi-Gauss curvature grid	14
A back propagation neural network based low frequency clustering man-hour prediction method for digital manufacturing	14
Adaptive neuro-fuzzy inference system with analytic hierarchy process: an application for drawworks’ failure mode and effect analysis	14
Health state grading evaluation of multi-machine production line based on bi-Kmeans degraded hidden Markov model	13
A data-driven digital twin framework for key performance indicators in CNC machining processes	12
Building resilient digital twin with digital cousins: a method for accurate prediction from multi-source fusion in manufacturing	12
Machining parameters optimization for free-form blade milling based on time-position mapping of process signals	12
A human-machine interaction framework for identifying factors influential consumer participation in e-waste treatment schemes	12
Flexibility management and decision making in cyber-physical systems utilizing digital lean principles with Brain-inspired computing pattern recognition in Industry 4.0	12
Cost-effective sensor-based digital twin for fused deposition modeling 3D printers	12
Anomaly detection for industrial applications: challenges, solutions, and future directions	12
A predictive model based on Transformer with statistical feature embedding in manufacturing sensor dataset	12
An innovative model to enhance engineer-to-order companies operational efficiency conceived using axiomatic design theory	12
Computer-aided process planning system for super finishing of flat surfaces with pockets through magnetorheological finishing process	12
A preference-based multi-objective evolutionary algorithm for user needs-driven multi-task scheduling in cloud manufacturing	11
Intelligent parameters reconfiguration system for enhancing machine tools sustainability using real-time data-driven: an experimental cutting speed investigation	11
Architecture and knowledge modelling for self-organized reconfiguration management of cyber-physical production systems	11
Blank shape optimization in sheet metal processing using a hybrid fuzzy-sensitivity method	11
Development of automated feature extraction and convolutional neural network optimization for real-time warping monitoring in 3D printing	11
A digital twin reference architecture for pharmaceutical cannabis production	11
A multi-period multiple parts mixed integer linear programming model for AM adoption in the spare parts supply Chain	10
A cyber physical production system framework for online monitoring, visualization and control by using cloud, fog, and edge computing technologies	10
An adaptive force and posture control strategy for automated wiring terminal assembly	10
Quantum machine learning a new frontier in smart manufacturing: a systematic literature review from period 1995 to 2021	10
Evaluation of the reconfigurability of manufacturing systems based on fuzzy logic taking into account the links between the characteristics of the RMS	10
Human-centered performance management in manual assembly – The impact of gamified KPI provision on performance and motivation	10
Novel process planning approach for support-free additive manufacturing using multi-axis deposition systems	10
Reinforcement learning based optimal decision making towards product lifecycle sustainability	10

A Multi-level spatial feature fusion-based transformer for intelligent defect recognition with small samples toward smart manufacturing system	10
Experimental assessment and feedforward control of backlash and stiction in industrial serial robots for low-speed operations	10
Guidelines to develop demonstration models on industry 4.0 for engineering training	10
An online process planning (OPP) method for part machining based on unsupervised tool condition monitoring	9
The decision-making framework for assembly tasks planning in human–robot collaborated manufacturing system	9
Fast inline inspection: vision system for geometric deviation measurement and early defect detection in smart manufacturing	9
Digital twins in manufacturing: systematic literature review for physical–digital layer categorization and future research directions	9
Repetitive assembly basic action detection and standard work measurement based on deep learning	9
Cooperation-based bi-level rescheduling method for multi-objective distributed hybrid flow shop with unrelated parallel machines under multi-type disturbances	9
Explainable human activity recognition based on probabilistic spatial partitions for symbiotic workplaces	9
Integration of extended reality and CAE in the context of industry 4.0	8
Correction	8
Design of integrated manufacturing information systems for reconfigurability and adaptability by modularizing the system architecture	8
Examining smart manufacturing challenges in the context of micro, small and medium enterprises	8
Investigation on the effect of corner error in WEDM taper cutting process of Ti–6Al–4V	8
Cascading failure analysis and optimization for improving the resilience of collaborative manufacturing networks	8
Driving industrial transformation: exploring the adoption, impact, and strategic frameworks for industry 4.0 technologies in Indian manufacturing sectors	8
Performance analysis of object detection algorithms for robotic welding applications in planar environment	8
Machine learning in the prediction of formability in aluminum hot stamping process with multiple variable blank holder force	8
A collaborative hybrid approach for integrated tolerance allocation	8
HAR-time: human action recognition with time factor analysis on worker operating time	8
Using cloud manufacturing to establish an ecosystem network for COVID-19 ventilator production	8
Ant colony algorithm and grey relation theory for manufacturing resources optimal allocation towards industry 5.0	8
A digital twin optimization method for complex product workshop scheduling with abnormal events	8
Correction	8
A digital twin approach for online reconfiguration of robotic manufacturing systems toward plug-and-produce	8
Research on the Z-direction thermal error modelling method based on an optimized CNN-BiLSTM-Attention	8
Manufacturing cloud service recommendation model based on deep feature learning and user preference perception	8
Opportunities and challenges of shared manufacturing practice in China: an exploratory multi-case study	8
Layer width control in robotic pulsed gas tungsten arc additive manufacturing through composite sensing of vision and arc	8
FARFADET: contribution to consistency management in multi-physical systems engineering	7
Proposal of a maturity model for additive manufacturing: theoretical development and case study in automotive industry	7
Reconfigurable machine tending with collaborative robots: leveraging ISO 21919 for enhancing flexibility and safety	7
A computational scheme for data scheduling in industrial enterprise network using linear mixed model approach	7
Scalable and efficient digital twins for model-based design of cyber-physical systems	7
Screening and optimization method of defect points of G code in three axis NC machining	7
A new study for prediction and optimisation of energy consumption during high-speed milling	7
Methodology for enabling dynamic digital twins and virtual model evolution in industrial robotics - a predictive maintenance application	7
A hybrid approach to analyze the role of Multi-Agent Technology on increasing quality of high-tech products	7
Impact of total quality management on industry 4.0 readiness and practices: does firm size matter?	7
A Digital Twin-based paradigm for programming and control of cooperating robots in reconfigurable production systems	7
Collaborative optimization for scheduling manufacturing tasks and transport vehicles considering manufacturer’s time availability in cloud manufacturing	7
An augmented reality software suite enabling seamless human robot interaction	7
Learning with supervised data for anomaly detection in smart manufacturing	7
Cyber physical production system for smart manufacturing analytics and management: a systematic literature review, framework and roadmap	7
Multi-agent behavioral evolutionary game analysis of digital twin technology adoption in manufacturing enterprises	6
Development of a collaborative robotic system to polish leather surfaces	6
Industrial multivariate time-series data anomaly detection incorporating attention mechanisms and adversarial training	6
Dynamic modeling and analysis of multi-product flexible production line	6
Information exchange and knowledge discovery for additive manufacturing digital thread: a comprehensive literature review	6
A robust service composition for a resilient cloud manufacturing service network	6
Flexible automation and intelligent manufacturing highlights: special issue editorial	6
The deep learning-based equipment health monitoring model adopting subject matter expert	6
Quality control in manufacturing – review and challenges on robotic applications	6
An analysis of heat source contribution and design of optimal cooling method for ball screw feed system	6
A Parallel distributed genetic algorithm using Apache Spark for flexible scheduling of multitasks in a cloud manufacturing environment	6
An improved automatic defect identification system on natural leather via generative adversarial network	6
Intended Human Arm Movement Direction Prediction using Eye Tracking	6
Two-phase data science framework for compensation of the friction force in CNC machines	6
Discrete event simulation and Digital Twins in warehouse logistics: a bibliometric and content analysis-based systematic literature review	6
Special issue on machine learning in additive manufacturing	6
Predicting volumetric error compensation for five-axis machine tool using machine learning	6
A variable modal decomposition and BiGRU-based tool wear monitoring method based on non-dominated sorting genetic algorithm II	6
Evaluation method for the impact of digital finance on the environmental performance of manufacturing industry	6
Smart seru production system for Industry 4.0: a conceptual model based on deep learning for real-time monitoring and controlling	5
Special issue on ‘new transdisciplinary practices for intelligent manufacturing for industry 4.0’	5
Artificial intelligence framework for supporting complex decision-making in automotive manufacturing	5
Design and validation of a gripper for the automated assembly of film components in flexible electronics manufacturing	5
Evolution and application of dimensional metrology: a comparative review	5
The role of digital governance in the integration of performance measurement systems uses and Industry 4.0 maturity	5
Ranking critical success factors for implementation of lean-industry 4.0: a methodology based on DEMATEL and ANP	5
Physics-informed multi-source data fusion for inferencing residual stress field of rotary parts	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
A connective framework to minimize the anxiety of collaborative Cyber-Physical System	5
Assessing smart manufacturing by combining IT systems and enabling technologies in a fuzzy cognitive maturity model	5
A parameter diffusion-based quaternion graph convolutional networks for model-based definition of 3D model recommendation	5
Towards a practice-based framework for supply chain resilience in the context of additive manufacturing technology adoption	5
Evaluating the use of grey-box system identification for digital twins in manufacturing automation	5
The role of tool path on microstructure uniformity in large-format additive manufacturing: integrated thermo-metallurgical-mechanical approach	5

An integrated CRN-SVR approach for the quality consistency improvement in a diesel engine assembly process	5
Special issue “Towards Digitalized Manufacturing 4.0”	5
Semantic rules for capability matchmaking in the context of manufacturing system design and reconfiguration	5
Examining the determinants of quality 4.0 adoption: a behavioral reasoning theory perspective	5
A hybrid digital twin for monitoring and controlling weld quality in friction stir welding	5
An advanced machining robot flexible programming methodology supported by verification in a virtual environment	5
Industrial Metaverse design methodologies: a comprehensive literature review	5
Multi-layer and multi-pass welding trajectory planning of thick-walled pipes intersecting curve in a pressure vessel	5
STEP AP 242 file-based automatic tolerance analysis of mechanical assembly using unified Jacobian Torsor Model and direct linearization method	5
Decision-making in smart manufacturing: A framework for performance measurement	4
Design, modelling, optimisation and validation of condition-based maintenance in IoT enabled hybrid flow shop	4
Monitoring model for enhancing adaptability in human–robot collaborative mold assembly	4
A digital twin-based modularized design approach for smart warehouses	4
A service-oriented orchestration and planning tool for plug and produce manufacturing: a deformable object handling supervision paradigm	4
Predictive maintenance: assessment of potentials for residential heating systems	4
Automatic planning and optimization of a laser radar inspection system	4
Digital twins in product-service lifecycles: a framework proposal for enhancing competitiveness and sustainability in manufacturing business	4
From smart manufacturing in Industry 4.0 to industrial metaverse for Industry 5.0	4
Measurement of bending deformation of sheet metal using machine vision	4
A memetic algorithm for energy-efficient scheduling of integrated production and shipping	4
Skills for Industry 4.0: a structured repository grounded on a generalized enterprise reference architecture and methodology-based framework	4
A framework to design smart manufacturing systems for Industry 5.0 based on the human-automation symbiosis	4
Smart manufacturing systems: a futuristics roadmap towards application of industry 4.0 technologies	4
Identification of challenges to Industry 5.0 adoption in Indian manufacturing firms: an emerging economy perspective	4
Real-time multi-body co-simulation model of a veneer peeling lathe	4
Automated retrieval and comparison of sheet metal parts	4
Predicting surface roughness in machining aluminum alloys taking into account material properties	4
Goal-oriented clustering algorithm to monitor the efficiency of logistic processes through real-time locating systems	4
Dynamic Spatiotemporal scheduling of hull parts under complex constraints in shipbuilding workshop	4
An integrated methodology for the assessment of stress and mental workload applied on virtual training	4
A carbon emission prediction model of mechanical parts machining based on structural design parameters	4
Modelling resilience dynamics for smart manufacturing systems: quantification and empirical analysis	4
Automatic machining feature recognition from STEP files	3
Non-contact surface roughness evaluation of milling surface using CNN-deep learning models	3
Multi-level dynamics response-based resilient production control for digital twin-enabled modular manufacturing systems	3
Digital thread in fixture design: leveraging model-based definition for seamless information flow	3
Transition towards Smart Factories	3
Industry 4.0 adoption barriers in manufacturing supply chain industry - a case study from a developing economy	3
Integrated IoT-Blockchain architecture for sustainable green supply chains in agriculture equipment manufacturing industries: a TOPSIS approach	3
A hybrid teaching factory model towards personalized education 4.0	3
Extending factory digital Twins through human characterisation in Asset Administration Shell	3
Smart manufacturing under limited and heterogeneous data: a sim-to-real transfer learning with convolutional variational autoencoder in thermoforming	3
Data-driven surrogate modelling of residual stresses in Laser Powder-Bed Fusion	3
Data analytics in quality 4.0: literature review and future research directions	3
Offline robot programming assisted by task demonstration: an AutomationML interoperable solution for glass adhesive application and welding	3
Critical factors of multi-agent technology influencing manufacturing organizations: an AHP and DEMATEL-oriented analysis	3
A hybrid graph neural network-based federated learning method for personalized manufacturing service composition recommendation	3
Smart automation in luxury leather shoe polishing: a human centric robotic approach	3
Synthetic data generation for digital twins: enabling production systems analysis in the absence of data	3
Human-robot mobile co-manipulation of flexible objects by fusing wrench and skeleton tracking data	3
Graph transfer learning approach for aircraft assembly line productivity prediction amidst evolving process network	3
An application-oriented digital twin framework and the multi-model fusion mechanism	3
Methodology combining industry 4.0 technologies and KPI’s reliability for supply chain performance	3
knowledge representation in Industry 4.0 scheduling problems	3
The state-of-the-art of wire arc directed energy deposition (WA-DED) as an additive manufacturing process for large metallic component manufacture	3
Data- driven and knowledge- guided prediction model of milling tool life grade	3