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Temporal anomaly detection on IIoT-enabled manufacturing

期刊: JOURNAL OF INTELLIGENT MANUFACTURING, 2021; 32 (6)

Along with the coming of industry 4.0 era, industrial internet of things (IIoT) plays a vital role in advanced manufacturing. It can not only connect ......

A machine vision-based defect detection system for nuclear-fuel rod groove

期刊: JOURNAL OF INTELLIGENT MANUFACTURING, ; ()

The processing quality of the grooves of a nuclear-fuel rod will directly affect the quality of the finished nuclear-fuel rod. Due to the highly refle......

An improved approach of task-parameterized learning from demonstrations for cobots in dynamic manufacturing

期刊: JOURNAL OF INTELLIGENT MANUFACTURING, ; ()

Task-Parameterized Learning from Demonstrations (TP-LfD) is an intelligent intuitive approach to support collaborative robots (cobots) for various ind......

Degradation principle of machines influenced by maintenance

期刊: JOURNAL OF INTELLIGENT MANUFACTURING, ; ()

Maintenance is important for the service of products and it is different from repair because repair focuses on the time node when the products break d......

A framework for multi-robot coverage analysis of large and complex structures

期刊: JOURNAL OF INTELLIGENT MANUFACTURING, ; ()

Coverage analysis is essential for many coverage tasks (e.g., robotic grit-blasting, painting, and surface cleaning) performed by Autonomous Industria......

Nonparametric-copula-entropy and network deconvolution method for causal discovery in complex manufacturing systems

期刊: JOURNAL OF INTELLIGENT MANUFACTURING, ; ()

To clarify the causality among process parameters is a core issue of data-driven production performance analysis and product quality optimization. The......

An adaptive fault detection and root-cause analysis scheme for complex industrial processes using moving window KPCA and information geometric causal inference

期刊: JOURNAL OF INTELLIGENT MANUFACTURING, ; ()

In recent years, fault detection and diagnosis for industrial processes have been rapidly developed to minimize costs and maximize efficiency by takin......

Remaining useful life estimation via transformer encoder enhanced by a gated convolutional unit

期刊: JOURNAL OF INTELLIGENT MANUFACTURING, ; ()

Remaining Useful Life (RUL) estimation is a fundamental task in the prognostic and health management (PHM) of industrial equipment and systems. To thi......

Research on flexible job-shop scheduling problem in green sustainable manufacturing based on learning effect

期刊: JOURNAL OF INTELLIGENT MANUFACTURING, ; ()

As one of the manufacturing industries with high energy consumption and high pollution, sand casting is facing major challenges in green manufacturing......

Comprehensive learning Jaya algorithm for engineering design optimization problems

期刊: JOURNAL OF INTELLIGENT MANUFACTURING, ; ()

Jaya algorithm (JAYA) is a recently developed metaheuristic algorithm for global optimization problems. JAYA has a very simple structure and only need......

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

期刊: JOURNAL OF INTELLIGENT MANUFACTURING, ; ()

This paper proposes a moving window recursive sparse principal component analysis (MWRSPCA)-based online fault monitoring scheme, aim at providing an ......

Spatial-temporal out-of-order execution for advanced planning and scheduling in cyber-physical factories

期刊: JOURNAL OF INTELLIGENT MANUFACTURING, ; ()

Cyber-Physical System (CPS) is one of the most promising directions of Industry 4.0 smart manufacturing. Abundant manufacturing data and information a......

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

期刊: JOURNAL OF INTELLIGENT MANUFACTURING, ; ()

The ceramic membrane plays an important role in the wastewater disposal industry. The serial number engraved on each ceramic membrane is an essential ......

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

期刊: JOURNAL OF INTELLIGENT MANUFACTURING, ; ()

Visual sensor plays an important part in intelligentized welding systems, and the calibration of the vision sensor is the indispensable part of visual......

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

期刊: JOURNAL OF INTELLIGENT MANUFACTURING, ; ()

WAAM has been proven a promising alternative to fabricate medium and large scale metal parts with a high depositing rate and automation level. However......

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