Design of Intelligent Systems Using DSP for Fault Identification in Three-Phase Induction Motors.

• Grant number: 08/00004-8
• Support Opportunities: Scholarships in Brazil - Doctorate
• Start date: October 01, 2008
• End date: September 30, 2011
• Field of knowledge: Engineering - Electrical Engineering - Power Systems
• Principal Investigator: Ivan Nunes da Silva
• Grantee: Marcelo Suetake
• Host Institution: Escola de Engenharia de São Carlos (EESC). Universidade de São Paulo (USP). São Carlos , SP, Brazil
• Associated research grant: 06/58850-6 - Diagnosis, prognosis and fault accommodation for dynamical systems, AP.TEM

Abstract

The doctorate project entitled "Design of Intelligent Systems Using DSP for Fault Identification in Three-Phase Induction Motors" has as main objective the development of new intelligent strategies, mainly based on artificial neural networks and fuzzy inference systems, which will be integrated with conventional signal processing methodologies and optimization technique by decomposition in orthogonal components for voltage and current waveforms in order to identify faults in three-phase induction motors.

Scientific publications

(References retrieved automatically from Web of Science and SciELO through information on FAPESP grants and their corresponding numbers as mentioned in the publications by the authors)

SUETAKE, M.; DA SILVA, I. N.; GOEDTEL, A.; ABDALLA, F.; SALVAIA, D.; IEEE. Industrial Load Torque Generation for Electric Machines Using Fuzzy Voltage Control Strategy of DC Machine Field Winding. 2009 INTERNATIONAL CONFERENCE ON ELECTRICAL MACHINES AND SYSTEMS, VOLS 1-3, v. N/A, p. 2-pg., 2009-01-01. (08/00004-8)

GOEDTEL, A.; DA SILVA, I. N.; SERNI, P. J. A.; SUETAKE, M.; DO NASCIMENTO, C. F.; DA SILVA, S. A. O.; IEEE. Torque and Speed Estimator for Induction Motor Using Parallel Neural Networks and Sensor less Technology. IECON 2006 - 32ND ANNUAL CONFERENCE ON IEEE INDUSTRIAL ELECTRONICS, VOLS 1-11, v. N/A, p. 2-pg., 2009-01-01. (08/00004-8)

Academic Publications

(References retrieved automatically from State of São Paulo Research Institutions)

SUETAKE, Marcelo. Intelligent systems for faults monitoring and diagnosis in three-phase induction motors. 2012. Doctoral Thesis - Universidade de São Paulo (USP). Escola de Engenharia de São Carlos (EESC/SBD) São Carlos.