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Zeitschrift

Journal of Intelligent Manufacturing

Journal of Intelligent Manufacturing OnlineFirst articles

14.12.2018

Solar cell surface defect inspection based on multispectral convolutional neural network

Similar and indeterminate defect detection of solar cell surface with heterogeneous texture and complex background is a challenge of solar cell manufacturing. The traditional manufacturing process relies on human eye detection which requires a …

14.12.2018

A mechanism for scheduling multi robot intelligent warehouse system face with dynamic demand

Given the evolutionary journey of E-commerce, there have been emerging challenges confronting warehouse logistics, including smaller shipping units, more varieties and batches, and shorter cycles. These challenges are difficult to cope when using …

04.12.2018 | The 30th Anniversary of the Journal of Intelligent Manufacturing

Editorial: Intelligent manufacturing: bridging two centuries

30.11.2018

Intelligent rotating machinery fault diagnosis based on deep learning using data augmentation

Intelligent machinery fault diagnosis system has been receiving increasing attention recently due to the potential large benefits of maintenance cost reduction, enhanced operation safety and reliability. This paper proposes a novel deep learning …

07.11.2018

Adaptive job shop scheduling strategy based on weighted Q-learning algorithm

Given the dynamic and uncertain production environment of job shops, a scheduling strategy with adaptive features must be developed to fit variational production factors. Therefore, a dynamic scheduling system model based on multi-agent …

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Über diese Zeitschrift

Published bimonthly, the Journal of Intelligent Manufacturing provides a unique international forum for developers of intelligent manufacturing systems. By publishing quality refereed papers on the application of artificial intelligence in manufacturing, the Journal provides a vital link between the research community and practitioners in industry.

In addition to research papers, the Journal of Intelligent Manufacturing features articles on new methodologies and developments, case studies, surveys, and tutorials on topics related to product design, manufacturing, and service systems. Papers in emerging areas such as biomanufacturing, nanotechnology, and energy are welcome. Periodically special issues on topics of interest to the readership are published.

Officially cited as:

J Intell Manuf

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