Terkko Navigator / Journal of Intelligent Manufacturing

Fuzzy set theory driven maintenance sustainability performance assessment model: a multiple criteria approach

Modelling and prediction of surface roughness in wire arc additive manufacturing using machine learning

Diagnostics of industrial equipment and faults prediction based on modified algorithms of artificial immune systems

A blockchain technology based trust system for cloud manufacturing

An automatic calibration algorithm for laser vision sensor in robotic autonomous welding system

Machine learning for multi-dimensional optimisation and predictive visualisation of laser machining

Multi-robot multi-operator collaborative assembly systems: a performance evaluation model

Prediction of the parameters affecting the performance of compact heat exchangers with an innovative design using machine learning techniques

Serial number inspection for ceramic membranes via an end-to-end photometric-induced convolutional neural network framework

A digital twin emulator of a modular production system using a data-driven hybrid modeling and simulation approach

An innovative hybrid algorithm for bound-unconstrained optimization problems and applications

MWRSPCA: online fault monitoring based on moving window recursive sparse principal component analysis

A novel tolerance geometric method based on machine learning

Regenerative scheduling problem in engineer to order manufacturing: an economic assessment

In-situ identification of material batches using machine learning for machining operations

Intelligent decision making for service and manufacturing industries

A research survey: heuristic approaches for solving multi objective flexible job shop problems

Swarm intelligence based centralized clustering: a novel solution

Activation functions selection for BP neural network model of ground surface roughness

Wafer map defect pattern classification based on convolutional neural network features and error-correcting output codes

Towards an automated decision support system for the identification of additive manufacturing part candidates

Two-sided matching decision-making model with hesitant fuzzy preference information for configuring cloud manufacturing tasks and resources

Pricing strategy and system performance in a cloud-based manufacturing system built on blockchain technology

Real-time defect detection network for polarizer based on deep learning

Unsupervised rotating machinery fault diagnosis method based on integrated SAE–DBN and a binary processor

The architecture development of Industry 4.0 compliant smart machine tool system (SMTS)

Various realization methods of machine-part classification based on deep learning

Nonlinear time-series modeling of feed drive system based on motion states classification

Real-time task processing for spinning cyber-physical production systems based on edge computing

Quality analysis in metal additive manufacturing with deep learning

Analysis of production cycle-time distribution with a big-data approach

Design optimization by integrating limited simulation data and shape engineering knowledge with Bayesian optimization (BO-DK4DO)

An effective approach for the dual-resource flexible job shop scheduling problem considering loading and unloading

A real-time defective pixel detection system for LCDs using deep learning based object detectors

Tolerance analysis based on Monte Carlo simulation: a case of an automotive water pump design optimization

The optimization of the control logic of a redundant six axis milling machine

Implementation of a novel algorithm of wheelset and axle box concurrent fault identification based on an efficient neural network with the attention mechanism

Deep prototypical networks based domain adaptation for fault diagnosis

A digital twins concept model for integrated maintenance: a case study for crane operation

A novel hybrid immune clonal selection algorithm for the constrained corridor allocation problem

Surface roughness stabilization method based on digital twin-driven machining parameters self-adaption adjustment: a case study in five-axis machining

RUL prediction for automatic machines: a mixed edge-cloud solution based on model-of-signals and particle filtering techniques

Intelligent bearing structure and temperature field analysis based on finite element simulation for sustainable and green manufacturing

Digital twin of functional gating system in 3D printed molds for sand casting using a neural network

An estimation distribution algorithm for wave-picking warehouse management

Machine learning model to predict welding quality using air-coupled acoustic emission and weld inputs

Bagging for Gaussian mixture regression in robot learning from demonstration

Prescribed performance fuzzy back-stepping control of a flexible air-breathing hypersonic vehicle subject to input constraints

Detecting voids in 3D printing using melt pool time series data

A post-quantum secure communication system for cloud manufacturing safety