CIRP Journal of Manufacturing Science and Technology

Article	Citations
A state-of-the-art review on tool wear and surface integrity characteristics in machining of superalloys	144
A review on metal additive manufacturing for intricately shaped aerospace components	107
Exercising hybrid statistical tools GA-RSM, GA-ANN and GA-ANFIS to optimize FDM process parameters for tensile strength improvement	106
Deep reinforcement learning in smart manufacturing: A review and prospects	102
Gas metal arc welding based additive manufacturing—a review	83
Innovative potential of additive friction stir deposition among current laser based metal additive manufacturing processes: A review	76
Challenges in predictive maintenance – A review	70
On-line chatter detection in milling with hybrid machine learning and physics-based model	67
Review on State of Health estimation methodologies for lithium-ion batteries in the context of circular economy	64
Effect of welding processes on mechanical and metallurgical characteristics of carbon steel cylindrical components made by wire arc additive manufacturing (WAAM) technique	61
Energy prediction for CNC machining with machine learning	58
Manufacture of polyurethane foam parts for automotive industry using FDM 3D printed molds	51
Influence of MoS2 and graphite-reinforced nanofluid-MQL on surface roughness, tool wear, cutting temperature and microhardness in machining of Inconel 625	48
Prediction of part distortion in Fused Deposition Modelling (FDM) of semi-crystalline polymers via COMSOL: Effect of printing conditions	47
Metal additive manufacturing using friction stir engineering: A review on microstructural evolution, tooling and design strategies	47
Wire arc additive manufacturing of functionally graded material with SS 316L and IN625: Microstructural and mechanical perspectives	45
Cognitive digital twin: An approach to improve the maintenance management	45
A systematic literature review for digital business ecosystems in the manufacturing industry: Prerequisites, challenges, and benefits	44
Estimating surface roughness for different EDM processing parameters on Inconel 718 using GEP and ANN	42
Multi-response optimization in laser cladding process of WC powder on Inconel 718	42
Enhancing EDM performance characteristics of Inconel 625 superalloy using response surface methodology and ANFIS integrated approach	41
A cost-effective process chain for thermoplastic microneedle manufacture combining laser micro-machining and micro-injection moulding	41
A G3 continuous tool path smoothing method for 5-axis CNC machining	40
Dissimilar joining of the martensitic grade P91 and Incoloy 800HT alloy for AUSC boiler application: Microstructure, mechanical properties and residual stresses	40
Environmental assessment of Selective Laser Melting compared with Laser Cutting of 316L stainless steel: A case study for flat washers’ production	40

Machinability of wire and arc additive manufactured components	38
Recent trends in non-traditional machining of shape memory alloys (SMAs): A review	38
ANOVA and fuzzy rule based evaluation and estimation of flank wear, temperature and acoustic emission in turning	37
Effects of friction stir welding tool tilt angle on properties of Al-Mg-Si alloy T-joint	36
Sensorless haptic control for human-robot collaborative assembly	35
Effect of build direction on the microstructure evolution and their mechanical properties using GTAW based wire arc additive manufacturing	35
Life-cycle energy and carbon saving potential of Wire Arc Additive Manufacturing for the repair of mold inserts	35
Effect of cutting edge form factor (K-factor) on the performance of a face milling tool	33
Machining of hard materials using textured tool with minimum quantity nano-green cutting fluid	33
WEDM machining of MoNbTaTiZr refractory high entropy alloy	33
A new vision of LARG Manufacturing — A trail towards Industry 4.0	33
Investigation of the effects of ultrasonic assisted drilling on tool wear and optimization of drilling parameters	33
An investigation on mechanical properties of PA12 parts produced by a SLS 3D printer: An experimental approach	33
Improving oxidation resistance of wire arc additive manufactured Inconel 625 Ni-based superalloy by pack aluminizing	32
Impact of DED process parameters on the metallurgical characteristics of 17-4 PH SS deposited using DED	32
Quantum algorithms for process parallel flexible job shop scheduling	31
ANFIS modelling of mean gap voltage variation to predict wire breakages during wire EDM of Inconel 718	31
Microstructural, mechanical and energy demand characterization of alternative WAAM techniques for Al-alloy parts production	30
Performance evaluation of jatropha oil-based cutting fluid in turning AISI 1525 steel alloy	29
Digital servitization and competence development: A case-study research	29
On the interaction of microstructural morphology with residual stress in fiber laser welding of austenitic stainless steel	29
Reduction of incandescent spatter with helium addition to the process gas during laser powder bed fusion of Ti-6Al-4V	29
Failure detection and control for wire EDM process using multiple sensors	29
Porosity management and control in powder bed fusion process through process-quality interactions	29
Experimental investigations of electrical discharge micro-drilling for Mg-alloy and multi-response optimization using MOGA-ANN	28
Sensors selection for tool failure detection during machining processes: A simple accurate classification model	28
A study on microstructural and mechanical properties of gas tungsten arc welded thick cryogenic 9% Ni alloy steel butt joint	27
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	26
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	26
The manufacturing and applications of the porous metal membranes: A critical review	26
3D surface topography simulation and experiments for ball-end NC milling considering dynamic feedrate	26
Assessing cyber resilience of additive manufacturing supply chain leveraging data fusion technique: A model to generate cyber resilience index of a supply chain	26
Dynamic Bayesian network-based disassembly sequencing optimization for electric vehicle battery	26
Test artefacts for additive manufacturing: A design methodology review	25
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	25
3D printed scaffolds for tissue engineering applications: Mechanical, morphological, thermal, in-vitro and in-vivo investigations	24
Maximizing strength and corrosion resistance of InterPulsed TIG welded Superalloy 718 joints by RSM for aerospace applications	24
Effects of post-processing on the fracture behavior of surface-treated 3D-printed parts	24
ABS filament moisture compensation possibilities in the FDM process	24
Lean supply chain management and performance relationships: what has been done and what is left to do	24
Design of serious games in engineering education: An application to the configuration and analysis of manufacturing systems	24
A review on manufacturability of magnesium matrix composites: Processing, tribology, joining, and machining	23
Production of AA7075/ZrO2 nanocomposite using friction stir processing: Metallurgical structure, mechanical properties and wear behavior	23
The potential of industry 4.0 Cyber Physical System to improve quality assurance: An automotive case study for wash monitoring of returnable transit items	23
Effect of post processing heat treatment on friction stir welded/processed aluminum based alloys and composites	23
On the influence of laser cladding parameters and number of deposited layers on as-built and machined AISI H13 tool steel multilayered claddings	23
Surface integrity of holes machined by electrochemical discharge drilling method	23
Differential analysis of the influence mechanism of ultrasonic vibrations on laser cladding	23
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	22
An analytical model to predict the depth of sub-surface damage for grinding of brittle materials	22

An experimental investigation and neuro-fuzzy modeling to ascertain metal deposition parameters for the wire arc additive manufacturing of Incoloy 825	21
Effect of tool tilt angle on weld joint strength and microstructural characterization of double-sided friction stir welding of AZ31B magnesium alloy	21
Recent advances in energy field assisted hybrid electrodeposition and electroforming processes	21
Infrastructure monitoring and quality diagnosis in CNC machining: A review	21
Effect of mechtrode rotational speed on friction surfacing of AA2024 on AA1050 substrate	21
Microstructure evolution and mechanical properties of double-sided friction stir welding between AA6061-T6 and AA7075-T651	21
Deep learning LSTM for predicting thermally induced geometric errors using rotary axes’ powers as input parameters	21
Microbial-based cutting fluids as bio-integration manufacturing solution for green and sustainable machining	21
New trends in product service system and servitization research: A conceptual structure emerging from three decades of literature	20
Modeling of plasticity-induced martensitic transformation to achieve hierarchical, heterogeneous, and tailored microstructures in stainless steels	20
Study of arc characteristics using varying shielding gas and optimization of activated-tig welding technique for thick AISI 316L(N) plates	20
Insights on tube rotary draw bending with superimposed localized thermal field	20
On the interplay of friction and stress relaxation to improve stretch-flangeability of dual phase (DP600) steel	20
Dissimilar friction stir lap welding of AA2198-AA6082: Process analysis and joint characterization	19
Optimizing price, quality and CSR investment under competing dual recycling channels in a sustainable closed-loop supply chain	19
Application of a compressed air jet for cleaning of wheel surface in grinding nickel-based super alloy Inconel 718	19
Cutting performance in the helical milling of stone-plastic composite with diamond tools	19
Comparative study of in-situ temperature measurement during microwave-assisted compression-molding and conventionally compression-molding process	19
Data-driven business process management-based development of Industry 4.0 solutions	19
Resource allocation methodology based on object-oriented discrete event simulation: A production logistics system case study	19
A design methodology for modular processes orchestration	19
Automated vision-based inspection of drilled CFRP composites using multi-light imaging and deep learning	19
Process performance evaluation and classification via in-situ melt pool monitoring in directed energy deposition	18
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	18
Stabilization of standoff distance by efficient and adaptive updating of layer height command in directed energy deposition	18
Data-based ensemble approach for semi-supervised anomaly detection in machine tool condition monitoring	18
Evaluation of nanocomposite structure printed by solid-state additive manufacturing	18
Effect of weld parameters on joint quality in friction stir welding of Mg alloy to DP steel dissimilar materials	18
Selecting practices in complex technical planning projects: A pathway for tailoring agile project management into the manufacturing industry	18
A descriptive phenomenological model for white layer formation in hard turning of AISI 52100 bearing steel	18
Economic assessment for additive manufacturing of automotive end-use parts through digital light processing (DLP)	18
Where and how to find bio-inspiration?	17
Multi-objective optimization of µ-EDM parameters for µ-hole drilling on Hastelloy C 276 super alloy using Response Surface Methodology and multi-objective genetic algorithm	17
Understanding the abnormal effects of ultrasonic vibration on tool wear and surface generation in Zr-based bulk metallic glass cutting	17
Electric discharge assisted post-processing performance of high strength-to-weight ratio alloys fabricated using metal additive manufacturing	17
Optical process monitoring for Laser-Powder Bed Fusion (L-PBF)	17
Characterization of microstructure and residual stress following the friction stir welding of dissimilar aluminum alloys	17
Multiphase CFD simulation and experimental investigation of friction stir welded high strength shipbuilding steel and aluminum alloy	17
The digitalisation of manufacturing and blurring industry boundaries	17
Microhardness and wear resistance in materials manufactured by laser powder bed fusion: Machine learning approach for property prediction	17
A review of unit level digital twin applications in the manufacturing industry	17
Increasing lathe machining stability by using a composite steel–polymer concrete frame	17
Microstructures and mechanical properties of wire arc additive manufactured 5183-Al: Influences of deposition dimensions	17
3D finite element modelling of drilling: The effect of modelling method	17
Performance evaluation of surfactant mixed dielectric and process optimization for electrical discharge machining of titanium alloy Ti6Al4V	17
Enabling smart manufacturing through a systematic planning framework for edge computing	16
A systematic review of process uncertainty in Ti6Al4V-selective laser melting	16
Health monitoring of a conveyor belt system using machine vision and real-time sensor data	16
The energetic characteristics of milling with changing cross-section in the definition of specific cutting force by FEM method	16
Effect of post-process treatments on mechanical properties and surface characteristics of 3D printed short glass fiber reinforced PLA/TPU using the FDM process	16
Production of mechanically-generated 316L stainless steel feedstock and its performance in directed energy deposition processing as compared to gas-atomized powder	16
Deformation mechanism in wax supported milling of thin-walled structures based on milling forces stability	16
Fields of action towards automated facility layout design and optimization in factory planning – A systematic literature review	16
Surface integrity studies on ZrB2 and graphene reinforced ZrB2 ceramic matrix composite in EDM process	16
Multi-response optimization and effect of tool rotation on micromachining of PMMA using an in-house developed µ-ECDM system	16
Effect of induction preheating on microstructure and mechanical properties of friction stir welded dissimilar material joints of Inconel 718 and SS316L	16
Influence of low temperature heat treatment on microstructure, corrosion resistance and biological performance of 316L stainless steel manufactured by selective laser melting	16
Equivalent geometric errors of rotary axes and novel algorithm for geometric errors compensation in a nonorthogonal five-axis machine tool	16
A systematic review of multivariate uncertainty quantification for engineering systems	16
Application cases of biological transformation in manufacturing technology	15
Simulation based compensation techniques to minimize distortion of thin-walled monolithic aluminum parts due to residual stresses	15
Hydroforming process of complex T-shaped tubular parts of nickel-based superalloy	15
Mitigation of the ripple effect in supply chains: Balancing the aspects of robustness, complexity and efficiency	15
Data-driven smart control of injection molding process	15
Quality prediction for aluminum diecasting process based on shallow neural network and data feature selection technique	15
Product design change propagation in automotive supply chain considering product life cycle	15
A comparative study on the microstructure, mechanical properties, wear and corrosion behaviors of SS 316 austenitic stainless steels manufactured by casting and WAAM technologies	15
Analysis of internal material loads and Process Signature Components in deep rolling	15
Laser additive manufacturing of cellular structure with enhanced compressive performance inspired by Al–Si crystalline microstructure	15
The effect of the interface reaction mode on chemical mechanical polishing	15
Part distortion optimization of aluminum-based aircraft structures using finite element modeling and artificial neural networks	15
Vision-based modal analysis of cutting tools	15
Process chain simulation of laser powder bed fusion including heat treatment and surface hardening	15
Finding the optimal drill bit material and proper drilling condition for utilization in the programming of robot-assisted drilling of bone	15
Study on appearance and mechanical behavior of additively manufacturing of Ti–6Al–4V alloy by using cold metal transfer	15
Development of friction stir powder deposition process for repairing of aerospace-grade aluminum alloys	15
RSM based investigation of compressive properties of FDM fabricated part	15
Experimental investigation on the fatigue behavior of laser powder bed fused 316L stainless steel	15
Performance comparison of reinforcement learning and metaheuristics for factory layout planning	14
Manufacturing of gradient Al/SiC composite wire by friction stir back extrusion	14

In-process measurement of Barkhausen noise and resulting productivity increase potential in grinding of case hardened steel	14
Study on helical milling performance of wood-plastic composites	14
Evaluating tool point dynamics using output-only modal analysis with mass-change methods	14
Investigation of the influence of process interruption on mechanical properties of metal additive manufacturing parts	14
Microstructure and mechanical properties of mild steel-stainless steel bimetallic structures built using Wire Arc Additive Manufacturing	14
Manufacturing processes as material and energy efficiency strategies enablers: The case of Single Point Incremental Forming to reshape end-of-life metal components	14
Thermo-mechanical analysis of Ti-6Al-4V Taylor bar using advanced joint path strategies based on additive manufacturing	14
Double-sided friction stir welding of AA 2024-T6 joints: Mathematical modeling and optimization	14
Production of AA1050/silica fume composite by bobbin tool-friction stir processing: Microstructure, composition and mechanical properties	14
In-process identification of machine tool dynamics	14
Numerical simulation and validation of residual stresses and distortion in type 316L(N) stainless steel weld joints fabricated by advanced welding techniques	14
Cold spray coating of PEEK surface by copper deposition: Interfacial adhesion at high deposition efficiency and bonding strength	14
Bio-based design methodologies for products, processes, machine tools and production systems	13
Multiphysics modelling and high-speed imaging-based validation of discharge plasma in micro-EDM	13
Energy consumption and performance optimisation of laser cleaning for coating removal	13
Towards high performance living manufacturing systems - A new convergence between biology and engineering	13
Machining of micro features through µ-ECSM process and evaluation of surface integrity	13
Quality enhancement of microstructure and surface topography of NiTi parts produced by laser powder bed fusion	13
Microstructural, mechanical and corrosion behavior of UNS S31803/Hastelloy C-276 dissimilar metal welds	13
A novel methodology of Combined Compromise Solution and Principal Component Analysis (CoCoSo-PCA) for machinability investigation of graphene nanocomposites	13
Large-scale hot embossing of 1 µm high-aspect-ratio textures on ABS polymer	13
Effect of O2 content in argon-based shielding gas on arc wandering in WAAM of aluminum thin walls	13
Increased shielding of a Direct Energy Deposition process to enable Deposition of reactive materials; an investigation into Deposition of 15-5 PH Stainless Steel, Inconel 718 and Ti-6Al-4V	13
A novel inertial positioning update method, using passive RFID tags, for indoor asset localisation	13
The influence of the process parameters of drag finishing on the surface topography of aluminium samples	13
Development of correlation between temperature, liquid life span, molten pool, and porosity during Wire Arc Additive Manufacturing: A finite element approach	13
Characterisation of Cu–Al alloy lap joint using TIG Welding	13
Numerical modeling and experiments of Friction Stir Back Extrusion of seamless tubes	13
Analyzing a closed-loop sustainable supply chain with duopolistic retailers under different game structures	13
Biological strategies from natural structures for resilience in manufacturing	13
Determination of constitutive friction laws appropriate for simulation of cutting processes	13
Generation of microholes on GFRP composite using ES-µ-ECDM system	13
Monitoring of in-process force coefficients and tool wear	13
Defects, microstructure and mechanical behaviour upon multi-pass friction stir processing of magnesium alloy with spiral tool path	13
Determination of biaxial stress–strain curves for superplastic materials by means of bulge forming tests at constant stress	13
Characterization of microstructure and high-temperature wear behavior of pack-borided Co-based Haynes 25 superalloy	13