CIRP Journal of Manufacturing Science and Technology

Article	Citations
Characterising the Digital Twin: A systematic literature review	977
A state-of-the-art review on tool wear and surface integrity characteristics in machining of superalloys	113
Exercising hybrid statistical tools GA-RSM, GA-ANN and GA-ANFIS to optimize FDM process parameters for tensile strength improvement	82
Gas metal arc welding based additive manufacturing—a review	70
A review on metal additive manufacturing for intricately shaped aerospace components	69
Review on State of Health estimation methodologies for lithium-ion batteries in the context of circular economy	56
Deep reinforcement learning in smart manufacturing: A review and prospects	55
Innovative potential of additive friction stir deposition among current laser based metal additive manufacturing processes: A review	54
On-line chatter detection in milling with hybrid machine learning and physics-based model	50
Real time monitoring and control of friction stir welding process using multiple sensors	48
Effect of welding processes on mechanical and metallurgical characteristics of carbon steel cylindrical components made by wire arc additive manufacturing (WAAM) technique	46
Manufacture of polyurethane foam parts for automotive industry using FDM 3D printed molds	43
Energy prediction for CNC machining with machine learning	42
Prediction of part distortion in Fused Deposition Modelling (FDM) of semi-crystalline polymers via COMSOL: Effect of printing conditions	39
Wire arc additive manufacturing of functionally graded material with SS 316L and IN625: Microstructural and mechanical perspectives	38
Environmental assessment of Selective Laser Melting compared with Laser Cutting of 316L stainless steel: A case study for flat washers’ production	37
Metal additive manufacturing using friction stir engineering: A review on microstructural evolution, tooling and design strategies	36
A G3 continuous tool path smoothing method for 5-axis CNC machining	36
Cognitive digital twin: An approach to improve the maintenance management	34
Recent trends in non-traditional machining of shape memory alloys (SMAs): A review	34
Multi-response optimization in laser cladding process of WC powder on Inconel 718	34
Enhancing EDM performance characteristics of Inconel 625 superalloy using response surface methodology and ANFIS integrated approach	33
Estimating surface roughness for different EDM processing parameters on Inconel 718 using GEP and ANN	33
Sensorless haptic control for human-robot collaborative assembly	32
WEDM machining of MoNbTaTiZr refractory high entropy alloy	32

Challenges in predictive maintenance – A review	32
ANOVA and fuzzy rule based evaluation and estimation of flank wear, temperature and acoustic emission in turning	32
A cost-effective process chain for thermoplastic microneedle manufacture combining laser micro-machining and micro-injection moulding	31
A new vision of LARG Manufacturing — A trail towards Industry 4.0	30
Effect of cutting edge form factor (K-factor) on the performance of a face milling tool	29
Remanufacturing with upgrade PSS for new sustainable business models	29
Machining of hard materials using textured tool with minimum quantity nano-green cutting fluid	29
Effects of friction stir welding tool tilt angle on properties of Al-Mg-Si alloy T-joint	29
A systematic literature review for digital business ecosystems in the manufacturing industry: Prerequisites, challenges, and benefits	29
ANFIS modelling of mean gap voltage variation to predict wire breakages during wire EDM of Inconel 718	29
Investigation of the effects of ultrasonic assisted drilling on tool wear and optimization of drilling parameters	28
Influence of MoS2 and graphite-reinforced nanofluid-MQL on surface roughness, tool wear, cutting temperature and microhardness in machining of Inconel 625	28
Quantum algorithms for process parallel flexible job shop scheduling	27
Dissimilar joining of the martensitic grade P91 and Incoloy 800HT alloy for AUSC boiler application: Microstructure, mechanical properties and residual stresses	27
An investigation on mechanical properties of PA12 parts produced by a SLS 3D printer: An experimental approach	27
Strength, failure and microstructure development for friction stir welded AA6061-T6 joints with different tool pin profiles	26
Machinability of wire and arc additive manufactured components	25
At the origins of Product Service Systems: Supporting the concept assessment with the Engineering Value Assessment method	25
Porosity management and control in powder bed fusion process through process-quality interactions	25
Failure detection and control for wire EDM process using multiple sensors	25
Development of 3-Dimensional (3D) response surfaces to maximize yield strength and elongation of InterPulsed TIG welded thin high temperature alloy sheets for jet engine applications	24
Digital servitization and competence development: A case-study research	24
Performance evaluation of jatropha oil-based cutting fluid in turning AISI 1525 steel alloy	24
Sensors selection for tool failure detection during machining processes: A simple accurate classification model	24
Life-cycle energy and carbon saving potential of Wire Arc Additive Manufacturing for the repair of mold inserts	24
Functional design framework for innovative design thinking in product development	24
Research on the light intensity modulation and characterizing methods of surface texture on KDP optics generated in fly-cutting and micro ball-end milling processes	23
Reduction of incandescent spatter with helium addition to the process gas during laser powder bed fusion of Ti-6Al-4V	23
Impact of DED process parameters on the metallurgical characteristics of 17-4 PH SS deposited using DED	23
Effect of build direction on the microstructure evolution and their mechanical properties using GTAW based wire arc additive manufacturing	23
The manufacturing and applications of the porous metal membranes: A critical review	23
3D surface topography simulation and experiments for ball-end NC milling considering dynamic feedrate	23
Test artefacts for additive manufacturing: A design methodology review	22
3D printed scaffolds for tissue engineering applications: Mechanical, morphological, thermal, in-vitro and in-vivo investigations	22
Manufacturing feature recognition with a 2D convolutional neural network	22
Assessing cyber resilience of additive manufacturing supply chain leveraging data fusion technique: A model to generate cyber resilience index of a supply chain	22
Optimization of multiple kerf quality characteristics for cutting operation on carbon–basalt–Kevlar29 hybrid composite material using pulsed Nd:YAG laser using GRA	22
Surface integrity of holes machined by electrochemical discharge drilling method	21
Midlife upgrade of capital equipment: A servitization-enabled, value-adding alternative to traditional equipment replacement strategies	21
On the interaction of microstructural morphology with residual stress in fiber laser welding of austenitic stainless steel	21
Maximizing strength and corrosion resistance of InterPulsed TIG welded Superalloy 718 joints by RSM for aerospace applications	21
Effect of tool tilt angle on weld joint strength and microstructural characterization of double-sided friction stir welding of AZ31B magnesium alloy	20
Effect of mechtrode rotational speed on friction surfacing of AA2024 on AA1050 substrate	20
The potential of industry 4.0 Cyber Physical System to improve quality assurance: An automotive case study for wash monitoring of returnable transit items	20
A study on microstructural and mechanical properties of gas tungsten arc welded thick cryogenic 9% Ni alloy steel butt joint	20
Microstructure evolution and mechanical properties of double-sided friction stir welding between AA6061-T6 and AA7075-T651	20
Definition of a conceptual scale of servitization: Proposal and preliminary results	20
Lean supply chain management and performance relationships: what has been done and what is left to do	20
On the interplay of friction and stress relaxation to improve stretch-flangeability of dual phase (DP600) steel	20
Insights on tube rotary draw bending with superimposed localized thermal field	19

Investigation of forming limit curves and mechanical properties of 316 stainless steel/St37 steel tailor-welded blanks produced by tungsten inert gas and friction stir welding method	19
Effect of post processing heat treatment on friction stir welded/processed aluminum based alloys and composites	19
A knowledge-based collaborative platform for PSS design and production	19
Microstructural, mechanical and energy demand characterization of alternative WAAM techniques for Al-alloy parts production	18
Dynamic Bayesian network-based disassembly sequencing optimization for electric vehicle battery	18
Experimental investigations of electrical discharge micro-drilling for Mg-alloy and multi-response optimization using MOGA-ANN	18
An experimental investigation and neuro-fuzzy modeling to ascertain metal deposition parameters for the wire arc additive manufacturing of Incoloy 825	18
Neural network supported inverse parameter identification for stability predictions in milling	18
An analytical model to predict the depth of sub-surface damage for grinding of brittle materials	18
A review on manufacturability of magnesium matrix composites: Processing, tribology, joining, and machining	18
Collaborative on-demand Product-Service Systems customization lifecycle	18
Microbial-based cutting fluids as bio-integration manufacturing solution for green and sustainable machining	18
Cutting performance in the helical milling of stone-plastic composite with diamond tools	17
Effect of the welding technique on mechanical properties and metallurgical characteristics of the naval grade high strength low alloy steel joints produced by SMAW and GMAW	17
A design methodology for modular processes orchestration	17
Recent advances in energy field assisted hybrid electrodeposition and electroforming processes	17
ABS filament moisture compensation possibilities in the FDM process	17
On the influence of laser cladding parameters and number of deposited layers on as-built and machined AISI H13 tool steel multilayered claddings	17
Where and how to find bio-inspiration?	17
Capturing and enhancing provider value in product-service systems throughout the lifecycle: A systematic approach	17
The energetic characteristics of milling with changing cross-section in the definition of specific cutting force by FEM method	16
Application of a compressed air jet for cleaning of wheel surface in grinding nickel-based super alloy Inconel 718	16
Resource allocation methodology based on object-oriented discrete event simulation: A production logistics system case study	16
A systematic review of multivariate uncertainty quantification for engineering systems	16
Design of serious games in engineering education: An application to the configuration and analysis of manufacturing systems	16
Local deformation response and failure behavior of AA6061-AA6061 and AA6061-AA7075 friction stir welds	16
Stabilization of standoff distance by efficient and adaptive updating of layer height command in directed energy deposition	16
Optical process monitoring for Laser-Powder Bed Fusion (L-PBF)	15
Effect of material form on deposition characteristics in micro-plasma transferred arc additive manufacturing process	15
Study of arc characteristics using varying shielding gas and optimization of activated-tig welding technique for thick AISI 316L(N) plates	15
Sustainability in manufacturing processes: Finding the environmental impacts of friction stir processing of pure magnesium	15
Selecting practices in complex technical planning projects: A pathway for tailoring agile project management into the manufacturing industry	15
Production of AA7075/ZrO2 nanocomposite using friction stir processing: Metallurgical structure, mechanical properties and wear behavior	15
A descriptive phenomenological model for white layer formation in hard turning of AISI 52100 bearing steel	15
Differential analysis of the influence mechanism of ultrasonic vibrations on laser cladding	15
A systematic review of process uncertainty in Ti6Al4V-selective laser melting	15
Infrastructure monitoring and quality diagnosis in CNC machining: A review	15
An artificial neural network model for multi-pass tool pin varying FSW of AA5086-H34 plates reinforced with Al2O3 nanoparticles and optimization for tool design insight	15
Economic assessment for additive manufacturing of automotive end-use parts through digital light processing (DLP)	15
Application cases of biological transformation in manufacturing technology	15
Enabling smart manufacturing through a systematic planning framework for edge computing	15
An overview of mechanical properties and form error for rapid prototyping	15
The effect of the interface reaction mode on chemical mechanical polishing	15
Deformation mechanism in wax supported milling of thin-walled structures based on milling forces stability	14
Data-based ensemble approach for semi-supervised anomaly detection in machine tool condition monitoring	14
Evaluation of nanocomposite structure printed by solid-state additive manufacturing	14
Hydroforming process of complex T-shaped tubular parts of nickel-based superalloy	14
Understanding the abnormal effects of ultrasonic vibration on tool wear and surface generation in Zr-based bulk metallic glass cutting	14
Dissimilar friction stir lap welding of AA2198-AA6082: Process analysis and joint characterization	14
Equivalent geometric errors of rotary axes and novel algorithm for geometric errors compensation in a nonorthogonal five-axis machine tool	14
Optimizing price, quality and CSR investment under competing dual recycling channels in a sustainable closed-loop supply chain	14
Data-driven business process management-based development of Industry 4.0 solutions	14
Electric discharge assisted post-processing performance of high strength-to-weight ratio alloys fabricated using metal additive manufacturing	14
Deep learning LSTM for predicting thermally induced geometric errors using rotary axes’ powers as input parameters	14
Modeling of plasticity-induced martensitic transformation to achieve hierarchical, heterogeneous, and tailored microstructures in stainless steels	14
New trends in product service system and servitization research: A conceptual structure emerging from three decades of literature	14
Development of friction stir powder deposition process for repairing of aerospace-grade aluminum alloys	13
A novel methodology of Combined Compromise Solution and Principal Component Analysis (CoCoSo-PCA) for machinability investigation of graphene nanocomposites	13
Study on appearance and mechanical behavior of additively manufacturing of Ti–6Al–4V alloy by using cold metal transfer	13
Cold spray coating of PEEK surface by copper deposition: Interfacial adhesion at high deposition efficiency and bonding strength	13
Process performance evaluation and classification via in-situ melt pool monitoring in directed energy deposition	13
In-process identification of machine tool dynamics	13
Simulation based compensation techniques to minimize distortion of thin-walled monolithic aluminum parts due to residual stresses	13
Bio-based design methodologies for products, processes, machine tools and production systems	13
Energy consumption and performance optimisation of laser cleaning for coating removal	13
Production of mechanically-generated 316L stainless steel feedstock and its performance in directed energy deposition processing as compared to gas-atomized powder	13
Increasing lathe machining stability by using a composite steel–polymer concrete frame	13
Vision-based modal analysis of cutting tools	13
Evaluating tool point dynamics using output-only modal analysis with mass-change methods	13
Validation of a hardware-in-the-loop simulator for investigating and actively damping regenerative chatter in orthogonal cutting	13
Performance evaluation of surfactant mixed dielectric and process optimization for electrical discharge machining of titanium alloy Ti6Al4V	12
Machining of micro features through µ-ECSM process and evaluation of surface integrity	12
PSS cost engineering: A model-based approach for concept design	12
Characterization of microstructure and residual stress following the friction stir welding of dissimilar aluminum alloys	12
Product design change propagation in automotive supply chain considering product life cycle	12
Biological strategies from natural structures for resilience in manufacturing	12
Effect of O2 content in argon-based shielding gas on arc wandering in WAAM of aluminum thin walls	12
Finding the optimal drill bit material and proper drilling condition for utilization in the programming of robot-assisted drilling of bone	12
The digitalisation of manufacturing and blurring industry boundaries	12
Laser additive manufacturing of cellular structure with enhanced compressive performance inspired by Al–Si crystalline microstructure	12

Fields of action towards automated facility layout design and optimization in factory planning – A systematic literature review	12
Part distortion optimization of aluminum-based aircraft structures using finite element modeling and artificial neural networks	12
Determination of biaxial stress–strain curves for superplastic materials by means of bulge forming tests at constant stress	12
Automated vision-based inspection of drilled CFRP composites using multi-light imaging and deep learning	12
Effect of weld parameters on joint quality in friction stir welding of Mg alloy to DP steel dissimilar materials	12
Identification of the relations between the process conditions and the forging tool wear by combined experimental and numerical investigations	12
3D finite element modelling of drilling: The effect of modelling method	12
Health monitoring of a conveyor belt system using machine vision and real-time sensor data	12
RSM based investigation of compressive properties of FDM fabricated part	12
Influence of gear hobbing feed marks on the resulting gear quality after discontinuous profile grinding	12
Ergonomic evaluation on the manufacturing shop floor: A review of hardware and software technologies	12
Comparative study of in-situ temperature measurement during microwave-assisted compression-molding and conventionally compression-molding process	12
Analysis of internal material loads and Process Signature Components in deep rolling	12
State of art in standardization in the geometrical product specification area a decade later	12