
Nonlinear Dynamics: Towards a paradigm change via evidence-based complex dynamics modelling
Nonlinear dynamics is commonly encountered in natural systems and are also found in many engineering applications with plenty of intriguing phenomena. Research in many engineering disciplines is, however, still mainly built on the foundations of linear theory. Applications focus on
linear theory which has its serious limitations; new ways of analysing complex dynamics beyond conventional thinking are sought. This talk will suggest a novel concept of identification namely that of evidence-based complex dynamics modelling as a complementary pathway to conventional modelling
based on nonlinear dynamics theory. In this context the use of NTSA as applied to natural and engineering systems is discussed and a new approach named evidence-based complex dynamics modelling is suggested.
Keywords: Oscillating nonlinear system; dynamic template generation; nonlinear time series analysis; validation
Document Type: Research Article
Publication date: 01 December 2018
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