International Journal of Computer Integrated Manufacturing

Article	Citations
Special issue on data-driven modeling and analytics for optimization of complex manufacturing systems	123
Study on deep reinforcement learning for multi-task scheduling in cloud manufacturing	106
Global initiatives for industry 4.0 implementation and progress within the textile and apparel manufacturing sector: a comprehensive review	56
A multi-period multiple parts mixed integer linear programming model for AM adoption in the spare parts supply Chain	52
Role of human factors in cloud manufacturing adoption across manufacturing micro, small and medium enterprises	46
Correction	38
Understanding and control of gas porosity in metal laser powder-bed fusion additive manufacturing	37
Special issue on machine learning in additive manufacturing	35
Model-based definition-assisted asset administration shell as enabler for smart production line	35
Offline robot programming assisted by task demonstration: an AutomationML interoperable solution for glass adhesive application and welding	32
Critical factors of multi-agent technology influencing manufacturing organizations: an AHP and DEMATEL-oriented analysis	31
Proposition of a software-assisted methodology to solve safety issues in reconfigurable assembly systems in a short time	31
Flexible automation and intelligent manufacturing highlights: special issue editorial	29
A robotic 3D printer for UV-curable thermosets: dimensionality prediction using a data-driven approach	28
Reinforcement learning based optimal decision making towards product lifecycle sustainability	28
Hiding task-oriented programming complexity: an industrial case study	26
A product-process-resource based formal modelling framework for customized manufacturing in cyber-physical production systems	25
Development of dynamic scheduling in semiconductor manufacturing using a Q-learning approach	25
The deep learning-based equipment health monitoring model adopting subject matter expert	25
Determining the maximal inscribed rectangle of an irregularly shaped stone using machine vision	23
AGV dispatching algorithm based on deep Q-network in CNC machines environment	23
A variable modal decomposition and BiGRU-based tool wear monitoring method based on non-dominated sorting genetic algorithm II	22
A novel graph neural networks approach for 3D product model retrieval	21
An adaptive force and posture control strategy for automated wiring terminal assembly	20
Preconditions and benefits of digital twin-based business ecosystems in manufacturing	20

Digital twins in product-service lifecycles: a framework proposal for enhancing competitiveness and sustainability in manufacturing business	19
A Parallel distributed genetic algorithm using Apache Spark for flexible scheduling of multitasks in a cloud manufacturing environment	17
Smart manufacturing enabled by intelligent technologies	17
Predictive maintenance: assessment of potentials for residential heating systems	17
Identification of challenges to Industry 5.0 adoption in Indian manufacturing firms: an emerging economy perspective	16
Development of a structural framework to improve reconfigurable manufacturing system adoption in the manufacturing industry	16
Model-Based Dynamic Categorization of Alarm Trip Points for Manufacturing Process Disruption Minimization	16
An integrated multi-stage vehicle routing and mixed-model job-shop-type robotic disassembly sequence scheduling problem for e-waste management system	16
knowledge representation in Industry 4.0 scheduling problems	15
A new global toolpath linking algorithm for different subregions with Travelling Saleman problem solver	15
Model-based hardware in the loop control of collaborative robots: Simulink and Python based interfaces	15
Information exchange and knowledge discovery for additive manufacturing digital thread: a comprehensive literature review	15
Methodology combining industry 4.0 technologies and KPI’s reliability for supply chain performance	15
An integrated Pythagorean fuzzy-based methodology for sectoral prioritization of industry 4.0 with lean supply chain perspective	15
A cyber-physical system architecture based on lean principles for managing industry 4.0 setups	15
Quantum machine learning a new frontier in smart manufacturing: a systematic literature review from period 1995 to 2021	15
In-machine data acquisition for evaluating the conditioning efficiency of resin-bonded super-abrasive grinding wheels	15
A multi-dimensional data integration approach for machining system multi-level energy consumption modeling and prediction	14
Emergent control in the context of industry 4.0	14
Transition towards Smart Factories	13
A novel hybrid algorithm for large-scale composition optimization problems in cloud manufacturing	13
Bi-objective optimisation of remanufacturing decisions with component commonality under different reworking scenarios	13
Accurate screw detection method based on faster R-CNN and rotation edge similarity for automatic screw disassembly	13
A digital twin-driven part spatio-temporal quality prediction framework integrated with equipment degradation state analysis	13
A new approach for reusable 3D CAD objects detection, by similarity calculation based on Bayesian network models (BNM)	13
State of the art and future directions of digital twin-enabled smart assembly automation in discrete manufacturing industries	13
A framework for cyber-physical production system management and digital twin feedback monitoring for fast failure recovery	13
Guidelines to develop demonstration models on industry 4.0 for engineering training	12
Competitive strategy and production strategy of the original equipment manufacturer and the third-party remanufacturer in remanufacturing	12
A just-in-time learning-based compensation prediction method for hull plate welding	12
Optimization of working position and posture of a 5-DOF hybrid automatic drilling system based on an improved GA-BP neural network	12
An improved automatic defect identification system on natural leather via generative adversarial network	12
Digital twin and parameter correlation-enabled variant design of production lines	11
Toward cyber-physical systems for monitoring and analyzing energy consumption of machine tools	11
Modelling resilience dynamics for smart manufacturing systems: quantification and empirical analysis	11
Evaluation of the reconfigurability of manufacturing systems based on fuzzy logic taking into account the links between the characteristics of the RMS	11
Contrasting digital twin vision of manufacturing with the industrial reality	10
A data-driven scheduling knowledge management method for smart shop floor	10
Integration of sub-task scheduling and logistics in cloud manufacturing systems under setup time and different task arrival times	10
Digital twin-based reinforcement learning framework: application to autonomous mobile robot dispatching	10
Development and performance evaluation of a web-based feature extraction and recognition system for sheet metal bending process planning operations	10
Using Machine-Learning techniques and Virtual Reality to design cutting tools for energy optimization in milling operations	10
An approach to develop a digital twin for industry 4.0 systems: manufacturing automation case studies	10
Predictions of in-situ melt pool geometric signatures via machine learning techniques for laser metal deposition	9
Experimental assessment and feedforward control of backlash and stiction in industrial serial robots for low-speed operations	9
Review of task allocation for human-robot collaboration in assembly	9
Surface roughness prediction framework for flank milling Ti6Al4V alloy based on CLBAS-BP algorithm	9
Predicting volumetric error compensation for five-axis machine tool using machine learning	9
The state-of-the-art of wire arc directed energy deposition (WA-DED) as an additive manufacturing process for large metallic component manufacture	9
Digital twin for human-machine interaction with convolutional neural network	9

Digital twin in manufacturing: conceptual framework and case studies	9
STEP AP 242 file-based automatic tolerance analysis of mechanical assembly using unified Jacobian Torsor Model and direct linearization method	8
An optical system for identifying and classifying defects of metal parts	8
Adaptive radial basis function neural network sliding mode control of robot manipulator based on improved genetic algorithm	8
Machine learning algorithms applied to intelligent tyre manufacturing	8
Integrated IoT-Blockchain architecture for sustainable green supply chains in agriculture equipment manufacturing industries: a TOPSIS approach	8
Special issue on ‘digital twins for smart production and logistics’	8
A hybrid teaching factory model towards personalized education 4.0	8
A systematic investigation of the barriers to effective implementation of human-robot assembly line: an integrated multi-criteria decision-making approach	8
Development of machine tool communication method and its edge middleware for cyber-physical manufacturing systems	8
Versatile IT-system architecture for smart manufacturing solutions: the example for green manufacturing	8
Automatic machining feature recognition from STEP files	8
Sensor signal selection for tool wear curve estimation and subsequent tool breakage prediction in a drilling operation	8
Solid modelling approach for 3D tolerance analysis of linear dimension applied to planar faces in an assembly	8
Development of a CNC interpretation service with good performance and variable functionality	8
Simulation of in-house logistics operations for manufacturing	8
A simulation-based decision support system to improve the resilience of the food supply chain	7
Ranking critical success factors for implementation of lean-industry 4.0: a methodology based on DEMATEL and ANP	7
STEP-NC compliant 3-axis CNC machine controller based on Field-Programmable Gate Arrays	7
An integrated Bi-objective green vehicle routing and partial disassembly line problem for electronic waste: an industrial case study	7
Evaluation method for the impact of digital finance on the environmental performance of manufacturing industry	7
The role of digital governance in the integration of performance measurement systems uses and Industry 4.0 maturity	7
A sub-assembly division method based on community detection algorithm	7
Optimization of product design process in cloud manufacturing system based on swarm intelligence	7
An automatic machining process decision-making system based on knowledge graph	7
JavaScript MEAN stack application approach for real-time nonconformity management in SMEs as a quality control aspect within Industry 4.0 concept	7
A blockchain-based self-adaptive collaboration mechanism for service-oriented manufacturing system	6
Transdisciplinary system of systems development in the trend to X4.0 for intelligent manufacturing	6
Evaluating the use of grey-box system identification for digital twins in manufacturing automation	6
Repetitive assembly basic action detection and standard work measurement based on deep learning	6
A cyber physical production system framework for online monitoring, visualization and control by using cloud, fog, and edge computing technologies	6
Intended Human Arm Movement Direction Prediction using Eye Tracking	6
Finding optimal correspondence sets for large digital metrology point clouds using anisotropic diffusion analogy	6
Physics-based modelling of robot’s gearbox including non-linear phenomena	6
Energy-aware dynamic rescheduling of flexible manufacturing system using edge-cloud collaborative decision-making method	6
A stochastic evaluation framework to improve the robustness of manufacturing systems	6
A technique for flank wear monitoring in milling machines based on the novel tool wear indicator	6
Integrated simulation and control environment for the development and safe start-up of cable driven parallel robots	6
Sequential delay-free strategy for sliding mode position observer considering analog and digital implementations of PMSM drives	5
A Multi-level spatial feature fusion-based transformer for intelligent defect recognition with small samples toward smart manufacturing system	5
Machining error compensation of free-form surfaces by combination of ordinary kriging method and mirror compensation method	5
Data-driven surrogate modelling of residual stresses in Laser Powder-Bed Fusion	5
Manufacturability evaluation of parts using descriptor-based machining feature recognition	5
Human-centered performance management in manual assembly – The impact of gamified KPI provision on performance and motivation	5
Programming cobots by voice: a pragmatic, web-based approach	5
Extending factory digital Twins through human characterisation in Asset Administration Shell	5
Virtual-real mapping for the scraper conveyor S-shaped bending in a fully mechanized mining face production system based on digital twin	5
An autonomous intelligent framework for optimal orientation detection in 3D printing	5
Smart automation in luxury leather shoe polishing: a human centric robotic approach	5
A hybrid graph neural network-based federated learning method for personalized manufacturing service composition recommendation	5
Decomposition of machining error for surfaces using complete ensemble empirical mode decomposition with adaptive noise	5
CNC-C2: an ISO14649 and IEC61499 compliant controller	5
An application-oriented digital twin framework and the multi-model fusion mechanism	5
Human-robot mobile co-manipulation of flexible objects by fusing wrench and skeleton tracking data	5
Multi-layer and multi-pass welding trajectory planning of thick-walled pipes intersecting curve in a pressure vessel	5
Data analytics in quality 4.0: literature review and future research directions	5
Digital twin-driven cloud manufacturing system: an implementation framework, operating mechanism and key technologies	5
A human-oriented design process for collaborative robotics	5
Study on typical process route mining method based on multilevel longest common subsequence information entropy and intelligent clustering model	5
Autonomous robotic platform for inspection and repairing operations in harsh environments	5
Data- driven and knowledge- guided prediction model of milling tool life grade	5
Feature‑oriented energy consumption allowance approach of machining systems for energy‑efficient manufacturing	4
Research on dynamic scheduling and perception method of assembly resources based on digital twin	4
A data-driven approach for volume feature recognition based on cell graph	4
Synthetic data generation for digital twins: enabling production systems analysis in the absence of data	4
Digital-twin-based job shop multi-objective scheduling model and strategy	4
Multi-agent modelling of cyber-physical systems for IEC 61499-based distributed intelligent automation	4
A conceptual framework-based architecture strategy for implementing industry 4.0 enabling technologies in Indian commercial vehicle manufacturing plant	4
Knowledge fusion and spatio-temporal modeling for dynamic bottleneck prediction in sustainable production processes	4
Digital twin-enhanced laser cutting production system design and operation	4
Utilization of acoustic signals with generative Gaussian and autoencoder modeling for condition-based maintenance of injection moulds	4
Implementing machine learning in robotic wire arc additive manufacturing for minimizing surface roughness	4
Automatic computation of bending sequences for double-head wire bending machines	4
Automatic computation of bending sequences for wire bending machines	4
Creation of a UX index to design human tasks and workstations	4
Non-contact surface roughness evaluation of milling surface using CNN-deep learning models	4
Design of integrated manufacturing information systems for reconfigurability and adaptability by modularizing the system architecture	4
Layer path updating algorithm based on Voronoi diagrams for material extrusion additive manufacturing	4
AR-assisted assembly method based on instance segmentation	4
An advanced machining robot flexible programming methodology supported by verification in a virtual environment	4

Prioritization of barriers for Industry 4.0 adoption in the context of Indian manufacturing industries using AHP and ANP analysis	4
Smart manufacturing under limited and heterogeneous data: a sim-to-real transfer learning with convolutional variational autoencoder in thermoforming	4
Application of machine learning algorithm in the sheet metal industry: an exploratory case study	4
Topology optimization of the vibrating structure for fused deposition modelling of parts considering a hybrid deposition path pattern	4
Digital twins in manufacturing: systematic literature review for physical–digital layer categorization and future research directions	4
Production system efficiency optimization through application of a hybrid artificial intelligence solution	4
Web-based simulation and motion planning for human-robot and multi-robot applications	4
Barriers and strategies of smart factory evolution in industry 4.0: an empirical study	3
An integrated CRN-SVR approach for the quality consistency improvement in a diesel engine assembly process	3
Human-robot activity allocation algorithm for the redesign of manual assembly systems into human-robot collaborative assembly	3
Allocation and scheduling of digital dentistry services in a dental cloud manufacturing system	3
Temperature monitoring system of friction stir welding based on digital twin	3
Alternative process routing and consolidated production-distribution planning with a destination oriented strategy in cloud manufacturing	3
An industry 4.0 approach to electric vehicles	3
A state-space model-based temperature control system for laser remanufacturing molten pool	3
Towards a practice-based framework for supply chain resilience in the context of additive manufacturing technology adoption	3
Design of a business readiness model to realise a green industry 4.0 company	3
Development of an automated reconfigurable robotic airplane fuselage panel final assembly system using state-of-the-art automation technologies	3
A technology of efficient configuration of a ship’s critical process equipment	3
Performance analysis of object detection algorithms for robotic welding applications in planar environment	3
A novel supply-demand matching model for shared manufacturing resources	3
The survey of industrial anomaly detection for industry 5.0	3
On formal modeling, analysis and optimization of reconfigurable manufacturing systems	3
A collaborative hybrid approach for integrated tolerance allocation	3
HardOps: utilising the software development toolchain for hardware design	2
A recycling model based on blockchain and reverse logistics for remanufacturing	2
Manufacturing personnel task allocation taking into consideration skills and remote guidance based on augmented reality and intelligent decision making	2
A collaboration mechanism for service-oriented manufacturing processes with uncertain duration: a perspective of efficiency	2
Generalization of reference filtering control strategy for 2D/3D visual feedback control of industrial robot manipulators	2
Methodology for data-driven predictive maintenance models design, development and implementation on manufacturing guided by domain knowledge	2
Design of redistributed manufacturing networks: a model-based decision-making framework	2
Integration of extended reality and CAE in the context of industry 4.0	2
Smart fault detection and optimal variables identification using Kernel Mahalanobis Distance for industrial manufacturing processes	2
A clustering-based energy consumption evaluation method for process industries with multiple energy consumption patterns	2
Enhancing automated production lines with human-centricity: how to combine virtual reality simulation and human data analysis	2
Online monitoring for error detection in vat photopolymerization	2
Design and validation of fixation points of polymeric components for the automotive industry	2
An intelligent recommender system for tool selection in conventional machining	2
Explainable human activity recognition based on probabilistic spatial partitions for symbiotic workplaces	2
Development of Digital twin for Plug-and-Produce of a Machine tending system through ISO 21919 interface	2
Digitalising smart factories	2
The decision-making framework for assembly tasks planning in human–robot collaborated manufacturing system	2
H-infinity optimised control of external inertial actuators for higher precision robotic machining	2
Review of Digital Twin-based Interaction in Smart Manufacturing: Enabling Cyber-Physical Systems for Human-Machine Interaction	2
A collaboration approach for cloud factories based on Kuhn–Munkras algorithm	2
Robot-assisted additive manufacturing for aerospace applications: recent trends and its future possibilities	2
Automated picking-sorting system for assembling components in an IKEA chair based on the robotic vision system	2
Proactive project scheduling using GPU-accelerated simulations under uncertainty environment	2
Five-axis hybrid manufacturing with DED and milling for complex multi-branched metallic parts	2
In-process monitoring of the ultraprecision machining process with convolution neural networks	2
Digital twin-based research on the prediction method for the complex product assembly abnormal events	2
Review of simulation software for cyber-physical production systems with intelligent distributed production control	2
Prediction of mechanical properties for acrylonitrile-butadiene-styrene parts manufactured by fused deposition modelling using artificial neural network and genetic algorithm	2
Using cloud manufacturing to establish an ecosystem network for COVID-19 ventilator production	2
Automatic neural networks construction and causality ranking for faster and more consistent decision making	2
Collaborative robot task allocation on an assembly line using the decision support system	2
Whole lifecycle evolution control method of modular product structure oriented to personalized service	2
Cooperation-based bi-level rescheduling method for multi-objective distributed hybrid flow shop with unrelated parallel machines under multi-type disturbances	2
Multi-objective optimization of milling process: exploring trade-off among energy consumption, time consumption and surface roughness	2