Semantic Scholar Open Access 2018 1419 sitasi

Data-driven smart manufacturing

F. Tao Qinglin Qi Ang Liu A. Kusiak

Abstrak

Abstract The advances in the internet technology, internet of things, cloud computing, big data, and artificial intelligence have profoundly impacted manufacturing. The volume of data collected in manufacturing is growing. Big data offers a tremendous opportunity in the transformation of today’s manufacturing paradigm to smart manufacturing. Big data empowers companies to adopt data-driven strategies to become more competitive. In this paper, the role of big data in supporting smart manufacturing is discussed. A historical perspective to data lifecycle in manufacturing is overviewed. The big data perspective is supported by a conceptual framework proposed in the paper. Typical application scenarios of the proposed framework are outlined.

Topik & Kata Kunci

Computer Science

Penulis (4)

F. Tao

Qinglin Qi

Ang Liu

A. Kusiak

Format Sitasi

APA MLA BibTeX

Tao, F., Qi, Q., Liu, A., Kusiak, A. (2018). Data-driven smart manufacturing. https://doi.org/10.1016/J.JMSY.2018.01.006

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Informasi Jurnal

Tahun Terbit: 2018
Bahasa: en
Total Sitasi: 1419×
Sumber Database: Semantic Scholar
DOI: 10.1016/J.JMSY.2018.01.006
Akses: Open Access ✓