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Application of maximum entropy method in model parameters of rotating machinery faults

Grant number: 19/11063-0
Support type:Scholarships in Brazil - Scientific Initiation
Effective date (Start): June 01, 2019
Effective date (End): May 31, 2020
Field of knowledge:Engineering - Mechanical Engineering - Mechanics of Solids
Principal researcher:Katia Lucchesi Cavalca Dedini
Grantee:Douglas Massakatsu Kohatsu
Home Institution: Faculdade de Engenharia Mecânica (FEM). Universidade Estadual de Campinas (UNICAMP). Campinas , SP, Brazil
Associated research grant:15/20363-6 - Fault tolerant identification and control of rotating systems, AP.TEM


This undergraduate scientific research proposal fits the topic of the thematic "Fault tolerant identification and control of rotors supported by hydrodynamic bearings". The main objectives is to study and implement the maximum entropy method to estimate the uncertainties of fault model parameters of rotating system. The fault parameter can be applied to simulate a stochastic model of the rotating system or to feed the Bayesian influence as priori distribution.

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