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	130
A just-in-time learning-based compensation prediction method for hull plate welding	60
A robotic 3D printer for UV-curable thermosets: dimensionality prediction using a data-driven approach	56
A novel graph neural networks approach for 3D product model retrieval	52
Integration of sub-task scheduling and logistics in cloud manufacturing systems under setup time and different task arrival times	42
Proposition of a software-assisted methodology to solve safety issues in reconfigurable assembly systems in a short time	38
Correction	37
Development of dynamic scheduling in semiconductor manufacturing using a Q-learning approach	36
Digital twin for human-machine interaction with convolutional neural network	35
Digital twin in manufacturing: conceptual framework and case studies	34
Estimation of arithmetical mean roughness using a regression approach and computer vision in stainless steel specimens manufactured by additive manufacturing	32
An integrated Bi-objective green vehicle routing and partial disassembly line problem for electronic waste: an industrial case study	31
Development of a CNC interpretation service with good performance and variable functionality	31
Physics-based modelling of robot’s gearbox including non-linear phenomena	30
Digital twin-driven cloud manufacturing system: an implementation framework, operating mechanism and key technologies	28
Topology optimization of the vibrating structure for fused deposition modelling of parts considering a hybrid deposition path pattern	28
An automatic machining process decision-making system based on knowledge graph	28
Adaptive radial basis function neural network sliding mode control of robot manipulator based on improved genetic algorithm	28
Special issue on ‘digital twins for smart production and logistics’	27
Sequential delay-free strategy for sliding mode position observer considering analog and digital implementations of PMSM drives	26
A blockchain-based self-adaptive collaboration mechanism for service-oriented manufacturing system	26
CNC-C2: an ISO14649 and IEC61499 compliant controller	25
Automatic computation of bending sequences for double-head wire bending machines	25
Study on typical process route mining method based on multilevel longest common subsequence information entropy and intelligent clustering model	22
Simulation of in-house logistics operations for manufacturing	21

Research on dynamic scheduling and perception method of assembly resources based on digital twin	20
Online monitoring for error detection in vat photopolymerization	20
Production system efficiency optimization through application of a hybrid artificial intelligence solution	20
A recycling model based on blockchain and reverse logistics for remanufacturing	20
A collaboration mechanism for service-oriented manufacturing processes with uncertain duration: a perspective of efficiency	18
Digital twin-enhanced laser cutting production system design and operation	18
A collaboration approach for cloud factories based on Kuhn–Munkras algorithm	18
A conceptual framework-based architecture strategy for implementing industry 4.0 enabling technologies in Indian commercial vehicle manufacturing plant	18
Proactive project scheduling using GPU-accelerated simulations under uncertainty environment	18
Web-based simulation and motion planning for human-robot and multi-robot applications	17
Computer integrated work-space quality improvement of the C4 parallel robot CMM based on kinematic error model for using in intelligent measuring	17
Multi-objective optimization of milling process: exploring trade-off among energy consumption, time consumption and surface roughness	17
State-based verification of industrial control programs with the use of a digital model	16
Direct tolerance analysis of mechanical assemblies with normal and non-normal tolerances for predicting product quality	16
Appraisal of smart factory design for advance manufacturing plants based on transition strategies by using an integrated fuzzy decision-making methodology	16
Health state grading evaluation of multi-machine production line based on bi-Kmeans degraded hidden Markov model	15
Collective intelligence-driven 3D printing factory for social manufacturing: implementing a testbed for industrial application	15
Part feeding scheduling for mixed-model assembly lines with autonomous mobile robots: benefits of using real-time data	15
Modelling and platform application of the behaviour of a cyber physical production system	15
Identifying the driving and moderating factors of Malaysian SMEs’ readiness for Industry 4.0	15
Examining the impact of Industry 4.0 technologies on industrial performance of manufacturing organisations in India: an empirical study	15
On the quantification of human-robot collaboration quality	15
An adaptive sampling method for STL free-form surfaces based on the quasi-Gauss curvature grid	15
A survey of machine learning in additive manufacturing technologies	15
Different build strategies and computer-aided process planning for fabricating a functional component through hybrid-friction stir additive manufacturing	15
Flexibility management and decision making in cyber-physical systems utilizing digital lean principles with Brain-inspired computing pattern recognition in Industry 4.0	14
Adaptive neuro-fuzzy inference system with analytic hierarchy process: an application for drawworks’ failure mode and effect analysis	14
A human-machine interaction framework for identifying factors influential consumer participation in e-waste treatment schemes	14
A data-driven digital twin framework for key performance indicators in CNC machining processes	14
Understanding vulnerabilities in cyber physical production systems	13
A digital twin reference architecture for pharmaceutical cannabis production	13
A multi-criteria decision tool for FMEA in the context of product development and industry 4.0	13
Novel process planning approach for support-free additive manufacturing using multi-axis deposition systems	13
An innovative model to enhance engineer-to-order companies operational efficiency conceived using axiomatic design theory	13
New approaches for rebalancing an assembly line with disruptions	13
Blank shape optimization in sheet metal processing using a hybrid fuzzy-sensitivity method	13
A back propagation neural network based low frequency clustering man-hour prediction method for digital manufacturing	13
Instance segmentation of point cloud captured by RGB-D sensor based on deep learning	12
Architecture and knowledge modelling for self-organized reconfiguration management of cyber-physical production systems	12
Computer-aided process planning system for super finishing of flat surfaces with pockets through magnetorheological finishing process	12
Development of automated feature extraction and convolutional neural network optimization for real-time warping monitoring in 3D printing	12
Intelligent parameters reconfiguration system for enhancing machine tools sustainability using real-time data-driven: an experimental cutting speed investigation	12
Quantum machine learning a new frontier in smart manufacturing: a systematic literature review from period 1995 to 2021	10
An adaptive force and posture control strategy for automated wiring terminal assembly	10
Evaluation of the reconfigurability of manufacturing systems based on fuzzy logic taking into account the links between the characteristics of the RMS	10
A multi-period multiple parts mixed integer linear programming model for AM adoption in the spare parts supply Chain	10
A novel hybrid algorithm for large-scale composition optimization problems in cloud manufacturing	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
Human-centered performance management in manual assembly – The impact of gamified KPI provision on performance and motivation	9
Repetitive assembly basic action detection and standard work measurement based on deep learning	9
Design of integrated manufacturing information systems for reconfigurability and adaptability by modularizing the system architecture	9
A cyber physical production system framework for online monitoring, visualization and control by using cloud, fog, and edge computing technologies	9
A simulation-based decision support system to improve the resilience of the food supply chain	9
Performance analysis of object detection algorithms for robotic welding applications in planar environment	9
Digital twin-based research on the prediction method for the complex product assembly abnormal events	9
Transdisciplinary system of systems development in the trend to X4.0 for intelligent manufacturing	9
A collaborative hybrid approach for integrated tolerance allocation	9
Cooperation-based bi-level rescheduling method for multi-objective distributed hybrid flow shop with unrelated parallel machines under multi-type disturbances	9
Digital twins in manufacturing: systematic literature review for physical–digital layer categorization and future research directions	8
Design of a business readiness model to realise a green industry 4.0 company	8
The decision-making framework for assembly tasks planning in human–robot collaborated manufacturing system	8
Integration of extended reality and CAE in the context of industry 4.0	8
Research on the Z-direction thermal error modelling method based on an optimized CNN-BiLSTM-Attention	8
Using cloud manufacturing to establish an ecosystem network for COVID-19 ventilator production	8
HAR-time: human action recognition with time factor analysis on worker operating time	8
Explainable human activity recognition based on probabilistic spatial partitions for symbiotic workplaces	8
Manufacturing cloud service recommendation model based on deep feature learning and user preference perception	7
Concept of a design activity supporting tool in the design and development process of cyber physical system	7
Impact of total quality management on industry 4.0 readiness and practices: does firm size matter?	7
Layer width control in robotic pulsed gas tungsten arc additive manufacturing through composite sensing of vision and arc	7
Methodology for enabling dynamic digital twins and virtual model evolution in industrial robotics - a predictive maintenance application	7
Collaborative optimization for scheduling manufacturing tasks and transport vehicles considering manufacturer’s time availability in cloud manufacturing	7
Investigation on the effect of corner error in WEDM taper cutting process of Ti–6Al–4V	7
Screening and optimization method of defect points of G code in three axis NC machining	7
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
Correction	7
Examining smart manufacturing challenges in the context of micro, small and medium enterprises	7
Machine learning in the prediction of formability in aluminum hot stamping process with multiple variable blank holder force	7
A new study for prediction and optimisation of energy consumption during high-speed milling	7
Ant colony algorithm and grey relation theory for manufacturing resources optimal allocation towards industry 5.0	7
An augmented reality software suite enabling seamless human robot interaction	7
Driving industrial transformation: exploring the adoption, impact, and strategic frameworks for industry 4.0 technologies in Indian manufacturing sectors	6
Switching models and control of Petri Nets with shared resources under marking constraints	6
An analysis of heat source contribution and design of optimal cooling method for ball screw feed system	6
Development of a collaborative robotic system to polish leather surfaces	6
Dynamic modeling and analysis of multi-product flexible production line	6
Learning with supervised data for anomaly detection in smart manufacturing	6
Reconfigurable machine tending with collaborative robots: leveraging ISO 21919 for enhancing flexibility and safety	6
Discrete event simulation and Digital Twins in warehouse logistics: a bibliometric and content analysis-based systematic literature review	6
Multi-agent behavioral evolutionary game analysis of digital twin technology adoption in manufacturing enterprises	6
Quality control in manufacturing – review and challenges on robotic applications	6
A machine learning approach to quality monitoring of injection molding process using regression models	6
A Digital Twin-based paradigm for programming and control of cooperating robots in reconfigurable production systems	6
Industrial multivariate time-series data anomaly detection incorporating attention mechanisms and adversarial training	6
Two-phase data science framework for compensation of the friction force in CNC machines	6
Lean techniques impact evaluation methodology based on a co-simulation framework for manufacturing systems	6
Scalable and efficient digital twins for model-based design of cyber-physical systems	6
Emergent control in the context of industry 4.0	5
A variable modal decomposition and BiGRU-based tool wear monitoring method based on non-dominated sorting genetic algorithm II	5
Flexible automation and intelligent manufacturing highlights: special issue editorial	5
A computational scheme for data scheduling in industrial enterprise network using linear mixed model approach	5
Special issue on machine learning in additive manufacturing	5
An integrated CRN-SVR approach for the quality consistency improvement in a diesel engine assembly process	5
Creation of a UX index to design human tasks and workstations	5
The role of digital governance in the integration of performance measurement systems uses and Industry 4.0 maturity	5
STEP AP 242 file-based automatic tolerance analysis of mechanical assembly using unified Jacobian Torsor Model and direct linearization method	5
Information exchange and knowledge discovery for additive manufacturing digital thread: a comprehensive literature review	5
The deep learning-based equipment health monitoring model adopting subject matter expert	5
Predicting volumetric error compensation for five-axis machine tool using machine learning	5
An improved automatic defect identification system on natural leather via generative adversarial network	5
Competitive strategy and production strategy of the original equipment manufacturer and the third-party remanufacturer in remanufacturing	5
An optical system for identifying and classifying defects of metal parts	5
An advanced machining robot flexible programming methodology supported by verification in a virtual environment	5
Finding optimal correspondence sets for large digital metrology point clouds using anisotropic diffusion analogy	5
Evaluation method for the impact of digital finance on the environmental performance of manufacturing industry	5
Evaluating the use of grey-box system identification for digital twins in manufacturing automation	5
Contrasting digital twin vision of manufacturing with the industrial reality	5
A new approach for reusable 3D CAD objects detection, by similarity calculation based on Bayesian network models (BNM)	5
A framework for cyber-physical production system management and digital twin feedback monitoring for fast failure recovery	5
Model-Based Dynamic Categorization of Alarm Trip Points for Manufacturing Process Disruption Minimization	5
A Parallel distributed genetic algorithm using Apache Spark for flexible scheduling of multitasks in a cloud manufacturing environment	5
Intended Human Arm Movement Direction Prediction using Eye Tracking	5
Ranking critical success factors for implementation of lean-industry 4.0: a methodology based on DEMATEL and ANP	5
A technology of efficient configuration of a ship’s critical process equipment	5
Multi-layer and multi-pass welding trajectory planning of thick-walled pipes intersecting curve in a pressure vessel	5
Special issue on ‘new transdisciplinary practices for intelligent manufacturing for industry 4.0’	4

Semantic rules for capability matchmaking in the context of manufacturing system design and reconfiguration	4
Design and validation of a gripper for the automated assembly of film components in flexible electronics manufacturing	4
Features interaction-based methodology for selecting process plan of green machining using CAD/CAM system	4
A connective framework to minimize the anxiety of collaborative Cyber-Physical System	4
Measurement of bending deformation of sheet metal using machine vision	4
Dynamic Spatiotemporal scheduling of hull parts under complex constraints in shipbuilding workshop	4
Decision-making in smart manufacturing: A framework for performance measurement	4
Dynamic scheduling of manufacturing systems: a product-driven approach using hyper-heuristics	4
Towards a practice-based framework for supply chain resilience in the context of additive manufacturing technology adoption	4
Smart seru production system for Industry 4.0: a conceptual model based on deep learning for real-time monitoring and controlling	4
Digital measurement twin for CMM inspection based on step-NC	4
A digital twin-based multi-objective optimization method for technical schemes in process industry	4
Predicting surface roughness in machining aluminum alloys taking into account material properties	4
Smart manufacturing systems: a futuristics roadmap towards application of industry 4.0 technologies	4
Examining the determinants of quality 4.0 adoption: a behavioral reasoning theory perspective	4
A hybrid digital twin for monitoring and controlling weld quality in friction stir welding	4
The role of tool path on microstructure uniformity in large-format additive manufacturing: integrated thermo-metallurgical-mechanical approach	4
Special issue “Towards Digitalized Manufacturing 4.0”	4
Monitoring model for enhancing adaptability in human–robot collaborative mold assembly	4
Skills for Industry 4.0: a structured repository grounded on a generalized enterprise reference architecture and methodology-based framework	4
A memetic algorithm for energy-efficient scheduling of integrated production and shipping	3
Goal-oriented clustering algorithm to monitor the efficiency of logistic processes through real-time locating systems	3
Automated retrieval and comparison of sheet metal parts	3
Digital twins in product-service lifecycles: a framework proposal for enhancing competitiveness and sustainability in manufacturing business	3
Offline robot programming assisted by task demonstration: an AutomationML interoperable solution for glass adhesive application and welding	3
Modelling resilience dynamics for smart manufacturing systems: quantification and empirical analysis	3
Digital twin-enabled smart industrial systems: recent developments and future perspectives	3
Real-time multi-body co-simulation model of a veneer peeling lathe	3
A service-oriented orchestration and planning tool for plug and produce manufacturing: a deformable object handling supervision paradigm	3
A framework to design smart manufacturing systems for Industry 5.0 based on the human-automation symbiosis	3
Transition towards Smart Factories	3
Predictive maintenance: assessment of potentials for residential heating systems	3
Critical factors of multi-agent technology influencing manufacturing organizations: an AHP and DEMATEL-oriented analysis	3
A multi-agent and internet of things framework of digital twin for optimized manufacturing control	3
Design, modelling, optimisation and validation of condition-based maintenance in IoT enabled hybrid flow shop	3
A digital twin-based modularized design approach for smart warehouses	3
An integrated multi-stage vehicle routing and mixed-model job-shop-type robotic disassembly sequence scheduling problem for e-waste management system	3
Development and performance evaluation of a web-based feature extraction and recognition system for sheet metal bending process planning operations	3
A new global toolpath linking algorithm for different subregions with Travelling Saleman problem solver	3
AGV dispatching algorithm based on deep Q-network in CNC machines environment	3
An integrated methodology for the assessment of stress and mental workload applied on virtual training	3
Decomposition of machining error for surfaces using complete ensemble empirical mode decomposition with adaptive noise	2
Sensor signal selection for tool wear curve estimation and subsequent tool breakage prediction in a drilling operation	2
knowledge representation in Industry 4.0 scheduling problems	2
Data- driven and knowledge- guided prediction model of milling tool life grade	2
Methodology combining industry 4.0 technologies and KPI’s reliability for supply chain performance	2
Generalization of reference filtering control strategy for 2D/3D visual feedback control of industrial robot manipulators	2
Barriers and strategies of smart factory evolution in industry 4.0: an empirical study	2
Multi-agent modelling of cyber-physical systems for IEC 61499-based distributed intelligent automation	2
Development of Digital twin for Plug-and-Produce of a Machine tending system through ISO 21919 interface	2
Versatile IT-system architecture for smart manufacturing solutions: the example for green manufacturing	2
Prioritization of barriers for Industry 4.0 adoption in the context of Indian manufacturing industries using AHP and ANP analysis	2
Smart manufacturing under limited and heterogeneous data: a sim-to-real transfer learning with convolutional variational autoencoder in thermoforming	2
Automatic machining feature recognition from STEP files	2
A hybrid graph neural network-based federated learning method for personalized manufacturing service composition recommendation	2
Identification of challenges to Industry 5.0 adoption in Indian manufacturing firms: an emerging economy perspective	2
Smart automation in luxury leather shoe polishing: a human centric robotic approach	2
Data analytics in quality 4.0: literature review and future research directions	2
Extending factory digital Twins through human characterisation in Asset Administration Shell	2
HardOps: utilising the software development toolchain for hardware design	2
AR-assisted assembly method based on instance segmentation	2
Enhancing automated production lines with human-centricity: how to combine virtual reality simulation and human data analysis	2
Data-driven surrogate modelling of residual stresses in Laser Powder-Bed Fusion	2
Robot-assisted additive manufacturing for aerospace applications: recent trends and its future possibilities	2
An application-oriented digital twin framework and the multi-model fusion mechanism	2
Human-robot mobile co-manipulation of flexible objects by fusing wrench and skeleton tracking data	2
Integrated IoT-Blockchain architecture for sustainable green supply chains in agriculture equipment manufacturing industries: a TOPSIS approach	2
The state-of-the-art of wire arc directed energy deposition (WA-DED) as an additive manufacturing process for large metallic component manufacture	2
Synthetic data generation for digital twins: enabling production systems analysis in the absence of data	2
Digitalising smart factories	2
Human-robot activity allocation algorithm for the redesign of manual assembly systems into human-robot collaborative assembly	2
Collaborative robot task allocation on an assembly line using the decision support system	2
Utilization of acoustic signals with generative Gaussian and autoencoder modeling for condition-based maintenance of injection moulds	2
Non-contact surface roughness evaluation of milling surface using CNN-deep learning models	2
A hybrid teaching factory model towards personalized education 4.0	2