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

• Grant number: 19/11063-0
• Support Opportunities: Scholarships in Brazil - Scientific Initiation
• Start date: June 01, 2019
• End date: May 31, 2020
• Field of knowledge: Engineering - Mechanical Engineering - Mechanics of Solids
• Principal Investigator: Katia Lucchesi Cavalca Dedini
• Grantee: Douglas Massakatsu Kohatsu
• Host 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

Abstract

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.