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	99
A just-in-time learning-based compensation prediction method for hull plate welding	97
Proposition of a software-assisted methodology to solve safety issues in reconfigurable assembly systems in a short time	83
Correction	70
Integration of sub-task scheduling and logistics in cloud manufacturing systems under setup time and different task arrival times	60
A novel graph neural networks approach for 3D product model retrieval	56
A robotic 3D printer for UV-curable thermosets: dimensionality prediction using a data-driven approach	53
Estimation of arithmetical mean roughness using a regression approach and computer vision in stainless steel specimens manufactured by additive manufacturing	53
Automatic computation of bending sequences for double-head wire bending machines	49
Special issue on ‘digital twins for smart production and logistics’	46
A blockchain-based self-adaptive collaboration mechanism for service-oriented manufacturing system	45
Study on typical process route mining method based on multilevel longest common subsequence information entropy and intelligent clustering model	41
Digital twin-driven cloud manufacturing system: an implementation framework, operating mechanism and key technologies	40
An integrated Bi-objective green vehicle routing and partial disassembly line problem for electronic waste: an industrial case study	36
Digital twin modelling and its evaluation method of the robotic disassembly process	34
Sequential delay-free strategy for sliding mode position observer considering analog and digital implementations of PMSM drives	33
Adaptive radial basis function neural network sliding mode control of robot manipulator based on improved genetic algorithm	33
Physics-based modelling of robot’s gearbox including non-linear phenomena	32
Online monitoring for error detection in vat photopolymerization	31
Digital twin-enhanced laser cutting production system design and operation	30
A recycling model based on blockchain and reverse logistics for remanufacturing	27
Research on dynamic scheduling and perception method of assembly resources based on digital twin	26
Web-based simulation and motion planning for human-robot and multi-robot applications	23
Proactive project scheduling using GPU-accelerated simulations under uncertainty environment	23
Multi-objective optimization of milling process: exploring trade-off among energy consumption, time consumption and surface roughness	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
Enhanced pallet detection in complex environments: an AM-Mask R-CNN method	22
Material feeding and scheduling method for smart discrete manufacturing workshops based on a temporal knowledge graph and dual neural networks	21
A platform-enabled CNC within edge-cloud environments: perspectives, challenges, and potential solutions	21
Part feeding scheduling for mixed-model assembly lines with autonomous mobile robots: benefits of using real-time data	21
Appraisal of smart factory design for advance manufacturing plants based on transition strategies by using an integrated fuzzy decision-making methodology	20
Different build strategies and computer-aided process planning for fabricating a functional component through hybrid-friction stir additive manufacturing	19
State-based verification of industrial control programs with the use of a digital model	18
DMAIC 4.0 in Action: introducing MSA 4.0 and Poka Yoke 4.0	18
Deep learning for advanced pose estimation and quality inspection in Industry4.0 assembly applications	18
On the quantification of human-robot collaboration quality	16
Examining the impact of Industry 4.0 technologies on industrial performance of manufacturing organisations in India: an empirical study	16
A survey of machine learning in additive manufacturing technologies	16
Complexity index-based graph network estimation for adapting control programs in cyber-physical production systems	16
An adaptive sampling method for STL free-form surfaces based on the quasi-Gauss curvature grid	15
A human-machine interaction framework for identifying factors influential consumer participation in e-waste treatment schemes	15
Collective intelligence-driven 3D printing factory for social manufacturing: implementing a testbed for industrial application	15
An innovative model to enhance engineer-to-order companies operational efficiency conceived using axiomatic design theory	14
A predictive model based on Transformer with statistical feature embedding in manufacturing sensor dataset	14
A back propagation neural network based low frequency clustering man-hour prediction method for digital manufacturing	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
Health state grading evaluation of multi-machine production line based on bi-Kmeans degraded hidden Markov model	14
Adaptive neuro-fuzzy inference system with analytic hierarchy process: an application for drawworks’ failure mode and effect analysis	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
Architecture and knowledge modelling for self-organized reconfiguration management of cyber-physical production systems	13
Intelligent parameters reconfiguration system for enhancing machine tools sustainability using real-time data-driven: an experimental cutting speed investigation	13
Computer-aided process planning system for super finishing of flat surfaces with pockets through magnetorheological finishing process	13
DGAD: knowledge extraction for spindle assembly graph construction in winding machines	13
Cost-effective sensor-based digital twin for fused deposition modeling 3D printers	13
A preference-based multi-objective evolutionary algorithm for user needs-driven multi-task scheduling in cloud manufacturing	13
A digital twin reference architecture for pharmaceutical cannabis production	12
Quantum machine learning a new frontier in smart manufacturing: a systematic literature review from period 1995 to 2021	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
Blank shape optimization in sheet metal processing using a hybrid fuzzy-sensitivity method	12
Novel process planning approach for support-free additive manufacturing using multi-axis deposition systems	12
A multi-period multiple parts mixed integer linear programming model for AM adoption in the spare parts supply Chain	12
Experimental assessment and feedforward control of backlash and stiction in industrial serial robots for low-speed operations	11
Evaluation of the reconfigurability of manufacturing systems based on fuzzy logic taking into account the links between the characteristics of the RMS	11
STEP-NC part programs-oriented autonomous machine tool selection using a hybrid multi-criteria decision-making model	11
Guidelines to develop demonstration models on industry 4.0 for engineering training	11
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
An online process planning (OPP) method for part machining based on unsupervised tool condition monitoring	11
Design of integrated manufacturing information systems for reconfigurability and adaptability by modularizing the system architecture	10
Performance analysis of object detection algorithms for robotic welding applications in planar environment	10
Construction of dynamic knowledge graph for the production process of manufacturing enterprises	10
The decision-making framework for assembly tasks planning in human–robot collaborated manufacturing system	10

Reference architecture for the design and implementation of AI systems in manufacturing in conformity to ISO/IEC 42001	10
A collaborative hybrid approach for integrated tolerance allocation	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
A Multi-level spatial feature fusion-based transformer for intelligent defect recognition with small samples toward smart manufacturing system	10
Manufacturing cloud service recommendation model based on deep feature learning and user preference perception	9
Opportunities and challenges of shared manufacturing practice in China: an exploratory multi-case study	9
Integration of extended reality and CAE in the context of industry 4.0	9
Cascading failure analysis and optimization for improving the resilience of collaborative manufacturing networks	9
FARFADET: contribution to consistency management in multi-physical systems engineering	9
Fast inline inspection: vision system for geometric deviation measurement and early defect detection in smart manufacturing	9
A digital twin approach for online reconfiguration of robotic manufacturing systems toward plug-and-produce	9
HAR-time: human action recognition with time factor analysis on worker operating time	9
A Digital Twin-based paradigm for programming and control of cooperating robots in reconfigurable production systems	9
A digital twin optimization method for complex product workshop scheduling with abnormal events	9
Explainable human activity recognition based on probabilistic spatial partitions for symbiotic workplaces	9
Using cloud manufacturing to establish an ecosystem network for COVID-19 ventilator production	9
Machine learning in the prediction of formability in aluminum hot stamping process with multiple variable blank holder force	9
Driving industrial transformation: exploring the adoption, impact, and strategic frameworks for industry 4.0 technologies in Indian manufacturing sectors	9
Layer width control in robotic pulsed gas tungsten arc additive manufacturing through composite sensing of vision and arc	8
Ant colony algorithm and grey relation theory for manufacturing resources optimal allocation towards industry 5.0	8
Methodology for enabling dynamic digital twins and virtual model evolution in industrial robotics - a predictive maintenance application	8
Development of a collaborative robotic system to polish leather surfaces	8
Reconfigurable machine tending with collaborative robots: leveraging ISO 21919 for enhancing flexibility and safety	8
Collaborative optimization for scheduling manufacturing tasks and transport vehicles considering manufacturer’s time availability in cloud manufacturing	8
An augmented reality software suite enabling seamless human robot interaction	8
Learning with supervised data for anomaly detection in smart manufacturing	8
An analysis of heat source contribution and design of optimal cooling method for ball screw feed system	8
A hybrid approach to analyze the role of Multi-Agent Technology on increasing quality of high-tech products	8
Multi-agent behavioral evolutionary game analysis of digital twin technology adoption in manufacturing enterprises	8
Correction	8
Investigation on the effect of corner error in WEDM taper cutting process of Ti–6Al–4V	8
Impact of total quality management on industry 4.0 readiness and practices: does firm size matter?	8
Proposal of a maturity model for additive manufacturing: theoretical development and case study in automotive industry	8
Two-phase data science framework for compensation of the friction force in CNC machines	8
Investigating the readiness of manufacturing industries to implement Industry 4.0 technologies: Machine learning-based approach	8
Correction	8
Screening and optimization method of defect points of G code in three axis NC machining	8
Dynamic modeling and analysis of multi-product flexible production line	7
Discrete event simulation and Digital Twins in warehouse logistics: a bibliometric and content analysis-based systematic literature review	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
Cyber physical production system for smart manufacturing analytics and management: a systematic literature review, framework and roadmap	7
Quality control in manufacturing – review and challenges on robotic applications	7
Special issue on machine learning in additive manufacturing	7
A robust service composition for a resilient cloud manufacturing service network	7
Scalable and efficient digital twins for model-based design of cyber-physical systems	7
A computational scheme for data scheduling in industrial enterprise network using linear mixed model approach	7
Industrial multivariate time-series data anomaly detection incorporating attention mechanisms and adversarial training	7
Flexible automation and intelligent manufacturing highlights: special issue editorial	7
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
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
Towards a practice-based framework for supply chain resilience in the context of additive manufacturing technology adoption	6
STEP AP 242 file-based automatic tolerance analysis of mechanical assembly using unified Jacobian Torsor Model and direct linearization method	6
A human-robot collaboration model empowered by object detection-driven AR assistance and operator behavior prediction	6
Intended Human Arm Movement Direction Prediction using Eye Tracking	6
An advanced machining robot flexible programming methodology supported by verification in a virtual environment	6
A fast physics-based thermal model for wire laser-based directed energy deposition	6
Ranking critical success factors for implementation of lean-industry 4.0: a methodology based on DEMATEL and ANP	6
Multi-layer and multi-pass welding trajectory planning of thick-walled pipes intersecting curve in a pressure vessel	6
Evaluation method for the impact of digital finance on the environmental performance of manufacturing industry	6
Information exchange and knowledge discovery for additive manufacturing digital thread: a comprehensive literature review	6
The role of digital governance in the integration of performance measurement systems uses and Industry 4.0 maturity	6
Industrial Metaverse design methodologies: a comprehensive literature review	6
Evolution and application of dimensional metrology: a comparative review	6
A Parallel distributed genetic algorithm using Apache Spark for flexible scheduling of multitasks in a cloud manufacturing environment	6
Semantic rules for capability matchmaking in the context of manufacturing system design and reconfiguration	5
A hybrid digital twin for monitoring and controlling weld quality in friction stir welding	5
Physics-informed multi-source data fusion for inferencing residual stress field of rotary parts	5
Autoencoder-driven fault detection in drilling machines: a study of hybrid deep learning models	5
Automated retrieval and comparison of sheet metal parts	5
Smart manufacturing systems: a futuristics roadmap towards application of industry 4.0 technologies	5
Special issue “Towards Digitalized Manufacturing 4.0”	5
A digital twin-based multi-objective optimization method for technical schemes in process industry	5
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
A parameter diffusion-based quaternion graph convolutional networks for model-based definition of 3D model recommendation	5
Assessing smart manufacturing by combining IT systems and enabling technologies in a fuzzy cognitive maturity model	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
Predicting surface roughness in machining aluminum alloys taking into account material properties	5
Examining the determinants of quality 4.0 adoption: a behavioral reasoning theory perspective	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
Measurement of bending deformation of sheet metal using machine vision	5
Skills for Industry 4.0: a structured repository grounded on a generalized enterprise reference architecture and methodology-based framework	5
Dynamic Spatiotemporal scheduling of hull parts under complex constraints in shipbuilding workshop	5
Monitoring model for enhancing adaptability in human–robot collaborative mold assembly	5
Real-time state monitoring of the machining process in multi-variety and small-batch production system based on transfer learning	4
An integrated methodology for the assessment of stress and mental workload applied on virtual training	4
Critical factors of multi-agent technology influencing manufacturing organizations: an AHP and DEMATEL-oriented analysis	4
Real-time multi-body co-simulation model of a veneer peeling lathe	4
A framework to design smart manufacturing systems for Industry 5.0 based on the human-automation symbiosis	4
Methodology combining industry 4.0 technologies and KPI’s reliability for supply chain performance	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
From smart manufacturing in Industry 4.0 to industrial metaverse for Industry 5.0	4
Industry 4.0 adoption barriers in manufacturing supply chain industry - a case study from a developing economy	4
A digital twin-based modularized design approach for smart warehouses	4
Identification of challenges to Industry 5.0 adoption in Indian manufacturing firms: an emerging economy perspective	4
Automatic planning and optimization of a laser radar inspection system	4
Predictive maintenance: assessment of potentials for residential heating systems	4
A hybrid teaching factory model towards personalized education 4.0	4
Digital twins in product-service lifecycles: a framework proposal for enhancing competitiveness and sustainability in manufacturing business	4
Digital thread in fixture design: leveraging model-based definition for seamless information flow	4
A carbon emission prediction model of mechanical parts machining based on structural design parameters	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
Goal-oriented clustering algorithm to monitor the efficiency of logistic processes through real-time locating systems	4
Smart manufacturing under limited and heterogeneous data: a sim-to-real transfer learning with convolutional variational autoencoder in thermoforming	4
Modelling resilience dynamics for smart manufacturing systems: quantification and empirical analysis	4
Integrated IoT-Blockchain architecture for sustainable green supply chains in agriculture equipment manufacturing industries: a TOPSIS approach	4
A hybrid graph neural network-based federated learning method for personalized manufacturing service composition recommendation	4
Offline robot programming assisted by task demonstration: an AutomationML interoperable solution for glass adhesive application and welding	4