Emergent behaviour in a system of industrial plants detected via manifold learning
Gueorgui Mihaylov, Matteo Spallanzani · International Journal of Prognostics and Health Management · 2020
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.