Emergent behaviour in a system of industrial plants detected via manifold learning

International Journal of Prognostics and Health Management

Gueorgui Mihaylov¹  Matteo Spallanzani² 

[1] Politecnico di Torino, Department of Mathematical Sciences, Turin, 10129 TO, Italy;Tetra Pak Packaging Solutions, Modena, 41123 MO, Italy;

关键词: spectral analysis;    spectral clustering;    manifold learning;    emergent behaviour;    nonlocal features;   

DOI  :  doi:10.36001/ijphm.2016.v7i4.2465

来源: DOAJ

【 摘 要 】

The efficiency behaviour of an industrial plant, part of a huge international structure of plants, is modelled as an emergent phenomenon in a complex adaptive system. The study is based on real in-service data obtained from an industrial production line monitoring system. Models of complex adaptive systems and some modern manifold learning methods are introduced in a unified formalism. The emergent behaviour is efficiently described in this setup.

【 授权许可】

Unknown