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	111
A just-in-time learning-based compensation prediction method for hull plate welding	107
Proposition of a software-assisted methodology to solve safety issues in reconfigurable assembly systems in a short time	87
Correction	77
A novel graph neural networks approach for 3D product model retrieval	62
Estimation of arithmetical mean roughness using a regression approach and computer vision in stainless steel specimens manufactured by additive manufacturing	61
A robotic 3D printer for UV-curable thermosets: dimensionality prediction using a data-driven approach	57
Integration of sub-task scheduling and logistics in cloud manufacturing systems under setup time and different task arrival times	56
Automatic computation of bending sequences for double-head wire bending machines	53
Special issue on ‘digital twins for smart production and logistics’	42
Digital twin modelling and its evaluation method of the robotic disassembly process	41
Physics-based modelling of robot’s gearbox including non-linear phenomena	40
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	37
Adaptive radial basis function neural network sliding mode control of robot manipulator based on improved genetic algorithm	34
An integrated Bi-objective green vehicle routing and partial disassembly line problem for electronic waste: an industrial case study	32
A blockchain-based self-adaptive collaboration mechanism for service-oriented manufacturing system	31
Online monitoring for error detection in vat photopolymerization	27
Production system efficiency optimization through application of a hybrid artificial intelligence solution	24
Web-based simulation and motion planning for human-robot and multi-robot applications	24
A recycling model based on blockchain and reverse logistics for remanufacturing	24
Proactive project scheduling using GPU-accelerated simulations under uncertainty environment	24
Digital twin-enhanced laser cutting production system design and operation	24
A conceptual framework-based architecture strategy for implementing industry 4.0 enabling technologies in Indian commercial vehicle manufacturing plant	23
Enhanced pallet detection in complex environments: an AM-Mask R-CNN method	22

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

HAR-time: human action recognition with time factor analysis on worker operating time	9
Integration of extended reality and CAE in the context of industry 4.0	9
Performance analysis of object detection algorithms for robotic welding applications in planar environment	9
Design of integrated manufacturing information systems for reconfigurability and adaptability by modularizing the system architecture	9
Manufacturing cloud service recommendation model based on deep feature learning and user preference perception	9
Correction	9
A digital twin optimization method for complex product workshop scheduling with abnormal events	9
A digital twin approach for online reconfiguration of robotic manufacturing systems toward plug-and-produce	9
A collaborative hybrid approach for integrated tolerance allocation	9
Fast inline inspection: vision system for geometric deviation measurement and early defect detection in smart manufacturing	9
Machine learning in the prediction of formability in aluminum hot stamping process with multiple variable blank holder force	9
FARFADET: contribution to consistency management in multi-physical systems engineering	9
Opportunities and challenges of shared manufacturing practice in China: an exploratory multi-case study	9
Reference architecture for the design and implementation of AI systems in manufacturing in conformity to ISO/IEC 42001	9
Construction of dynamic knowledge graph for the production process of manufacturing enterprises	9
Research on the Z-direction thermal error modelling method based on an optimized CNN-BiLSTM-Attention	9
Using cloud manufacturing to establish an ecosystem network for COVID-19 ventilator production	9
Correction	9
Methodology for enabling dynamic digital twins and virtual model evolution in industrial robotics - a predictive maintenance application	8
Screening and optimization method of defect points of G code in three axis NC machining	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
Learning with supervised data for anomaly detection in smart manufacturing	8
Impact of total quality management on industry 4.0 readiness and practices: does firm size matter?	8
A hybrid approach to analyze the role of Multi-Agent Technology on increasing quality of high-tech products	8
Driving industrial transformation: exploring the adoption, impact, and strategic frameworks for industry 4.0 technologies in Indian manufacturing sectors	8
Reconfigurable machine tending with collaborative robots: leveraging ISO 21919 for enhancing flexibility and safety	8
Investigation on the effect of corner error in WEDM taper cutting process of Ti–6Al–4V	8
Collaborative optimization for scheduling manufacturing tasks and transport vehicles considering manufacturer’s time availability in cloud manufacturing	8
Two-phase data science framework for compensation of the friction force in CNC machines	8
Cascading failure analysis and optimization for improving the resilience of collaborative manufacturing networks	8
Proposal of a maturity model for additive manufacturing: theoretical development and case study in automotive industry	8
Layer width control in robotic pulsed gas tungsten arc additive manufacturing through composite sensing of vision and arc	8
Development of a collaborative robotic system to polish leather surfaces	7
Investigating the readiness of manufacturing industries to implement Industry 4.0 technologies: Machine learning-based approach	7
Discrete event simulation and Digital Twins in warehouse logistics: a bibliometric and content analysis-based systematic literature review	7
Dynamic modeling and analysis of multi-product flexible production line	7
The deep learning-based equipment health monitoring model adopting subject matter expert	7
Information exchange and knowledge discovery for additive manufacturing digital thread: a comprehensive literature review	7
A variable modal decomposition and BiGRU-based tool wear monitoring method based on non-dominated sorting genetic algorithm II	7
An analysis of heat source contribution and design of optimal cooling method for ball screw feed system	7
Scalable and efficient digital twins for model-based design of cyber-physical systems	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	7
A robust service composition for a resilient cloud manufacturing service network	7
Intended Human Arm Movement Direction Prediction using Eye Tracking	7
Flexible automation and intelligent manufacturing highlights: special issue editorial	7
Quality control in manufacturing – review and challenges on robotic applications	7
Industrial multivariate time-series data anomaly detection incorporating attention mechanisms and adversarial training	7
A computational scheme for data scheduling in industrial enterprise network using linear mixed model approach	7
Special issue on machine learning in additive manufacturing	7
A human-robot collaboration model empowered by object detection-driven AR assistance and operator behavior prediction	7
Predicting volumetric error compensation for five-axis machine tool using machine learning	7
A Parallel distributed genetic algorithm using Apache Spark for flexible scheduling of multitasks in a cloud manufacturing environment	7
A holistic zero-defect manufacturing framework enabled by AI and digital twins for smart production systems	6
Nature inspired lattice structures fabricated via fused deposition modelling with finite element and experimental analysis of mechanical behaviour	6
STEP AP 242 file-based automatic tolerance analysis of mechanical assembly using unified Jacobian Torsor Model and direct linearization method	6
An advanced machining robot flexible programming methodology supported by verification in a virtual environment	6
Organizing and managing your quality data through dual domain BOM structure tree	6
Evaluating the use of grey-box system identification for digital twins in manufacturing automation	6
The role of digital governance in the integration of performance measurement systems uses and Industry 4.0 maturity	6
Ranking critical success factors for implementation of lean-industry 4.0: a methodology based on DEMATEL and ANP	6
A fast physics-based thermal model for wire laser-based directed energy deposition	6
An integrated CRN-SVR approach for the quality consistency improvement in a diesel engine assembly process	6
Simulation tests of wire harness assembly tasks supported by collaborative robots for different types of wire harnesses	6
Evaluation method for the impact of digital finance on the environmental performance of manufacturing industry	6
Multi-layer and multi-pass welding trajectory planning of thick-walled pipes intersecting curve in a pressure vessel	6
Evolution and application of dimensional metrology: a comparative review	6
Industrial Metaverse design methodologies: a comprehensive literature review	6
Towards a practice-based framework for supply chain resilience in the context of additive manufacturing technology adoption	6
The role of tool path on microstructure uniformity in large-format additive manufacturing: integrated thermo-metallurgical-mechanical approach	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
Special issue “Towards Digitalized Manufacturing 4.0”	5
Dynamic Spatiotemporal scheduling of hull parts under complex constraints in shipbuilding workshop	5
Measurement of bending deformation of sheet metal using machine vision	5
Examining the determinants of quality 4.0 adoption: a behavioral reasoning theory perspective	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
A connective framework to minimize the anxiety of collaborative Cyber-Physical System	5

A service-oriented orchestration and planning tool for plug and produce manufacturing: a deformable object handling supervision paradigm	5
A digital twin-based multi-objective optimization method for technical schemes in process industry	5
A hybrid digital twin for monitoring and controlling weld quality in friction stir welding	5
Features interaction-based methodology for selecting process plan of green machining using CAD/CAM system	5
A parameter diffusion-based quaternion graph convolutional networks for model-based definition of 3D model recommendation	5
Skills for Industry 4.0: a structured repository grounded on a generalized enterprise reference architecture and methodology-based framework	5
Monitoring model for enhancing adaptability in human–robot collaborative mold assembly	5
Predicting surface roughness in machining aluminum alloys taking into account material properties	5
Autoencoder-driven fault detection in drilling machines: a study of hybrid deep learning models	5
From smart manufacturing in Industry 4.0 to industrial metaverse for Industry 5.0	4
A carbon emission prediction model of mechanical parts machining based on structural design parameters	4
Real-time multi-body co-simulation model of a veneer peeling lathe	4
Application of the Human Resource Allocation Problem 4.0: a study case	4
Methodology combining industry 4.0 technologies and KPI’s reliability for supply chain performance	4
Smart automation in luxury leather shoe polishing: a human centric robotic approach	4
Automatic machining feature recognition from STEP files	4
Identification of challenges to Industry 5.0 adoption in Indian manufacturing firms: an emerging economy perspective	4
An integrated methodology for the assessment of stress and mental workload applied on virtual training	4
A framework to design smart manufacturing systems for Industry 5.0 based on the human-automation symbiosis	4
Automated retrieval and comparison of sheet metal parts	4
Automatic planning and optimization of a laser radar inspection system	4
Predictive maintenance: assessment of potentials for residential heating systems	4
Industry 4.0 adoption barriers in manufacturing supply chain industry - a case study from a developing economy	4
Smart manufacturing under limited and heterogeneous data: a sim-to-real transfer learning with convolutional variational autoencoder in thermoforming	4
Digital twins in product-service lifecycles: a framework proposal for enhancing competitiveness and sustainability in manufacturing business	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
Offline robot programming assisted by task demonstration: an AutomationML interoperable solution for glass adhesive application and welding	4
A digital twin-based modularized design approach for smart warehouses	4
Goal-oriented clustering algorithm to monitor the efficiency of logistic processes through real-time locating systems	4
Modelling resilience dynamics for smart manufacturing systems: quantification and empirical analysis	4
Graph transfer learning approach for aircraft assembly line productivity prediction amidst evolving process network	4
A hybrid graph neural network-based federated learning method for personalized manufacturing service composition recommendation	4
Real-time state monitoring of the machining process in multi-variety and small-batch production system based on transfer learning	4
Critical factors of multi-agent technology influencing manufacturing organizations: an AHP and DEMATEL-oriented analysis	4