Analysis of the power system protection using modern heuristic optimization techniques

• Grant number: 12/25292-1
• Support Opportunities: Scholarships in Brazil - Doctorate
• Start date: April 01, 2013
• End date: January 31, 2018
• Field of knowledge: Engineering - Electrical Engineering - Power Systems
• Principal Investigator: Eduardo Nobuhiro Asada
• Grantee: Wellington Maycon Santos Bernardes
• Host Institution: Escola de Engenharia de São Carlos (EESC). Universidade de São Paulo (USP). São Carlos , SP, Brazil

Abstract

This research project aims the analysis and setting of the power system protection devices by developing computational methods for transmission systems area. The solution methods will be based on metaheuristic algorithms such as Particle Swarm Optimization method, Genetic Algorithms and so on. The research proposals on this area are still recent and application to real systems have not been consolidated yet. Today, the modern or intelligent methods conceived from concepts of artificial intelligence (IA) are evolving rapidly and provide good solutions with the required reliability in engineering problems. In the technical literature, the works usually encompasses only relays of the same type, i.e, the settings are only on overcurrent relays or distance relays separately. This research work will analyse the simultaneous setting of different relays in order to provide the increased safety on the system operation. Another contribution is to optimize the solution taking into account several different relay curves given by the standards. The IEEE systems and Brazilian transmission system will be used as the test system in this project. (AU)

Scientific publications

(5)

(The scientific publications listed on this page originate from the Web of Science or SciELO databases. Their authors have cited FAPESP grant or fellowship project numbers awarded to Principal Investigators or Fellowship Recipients, whether or not they are among the authors. This information is collected automatically and retrieved directly from those bibliometric databases.)

MOMESSO, ANTONIO E. C.; BERNARDES, WELLINGTON MAYCON S.; ASADA, EDUARDO N.. Fuzzy adaptive setting for time-current-voltage based overcurrent relays in distribution systems. INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, v. 108, p. 135-144, JUN 2019. (14/27342-1, 12/25292-1)

MOMESSO, ANTONIO E. C.; BERNARDES, WELLINGTON MAYCON S.; ASADA, EDUARDO N.. Adaptive directional overcurrent protection considering stability constraint. Electric Power Systems Research, v. 181, APR 2020. (14/27342-1, 12/25292-1)

BERNARDES, WELLINGTON MAYCON S.. Optimizing TOC and IOC units of directional overcurrent relays in mutually coupled circuits using evolutionary PSO: Requirements and modeling. ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, v. 125, p. 17-pg., 2023-07-05. (12/25292-1)

BOTTURA, FERNANDO B.; BERNARDES, WELLINGTON M. S.; OLESKOVICZ, MARIO; ASADA, EDUARDO N.. Setting directional overcurrent protection parameters using hybrid GA optimizer. Electric Power Systems Research, v. 143, p. 400-408, FEB 2017. (14/27342-1, 12/25292-1)

MOMESSO, ANTONIO E. C.; BERNARDES, WELLINGTON M. S.; ASADA, EDUARDO N.. Fuzzy-based Non-communicating Adaptive Overcurrent Relay. IFAC PAPERSONLINE, v. 51, n. 28, p. 6-pg., 2018-01-01. (14/27342-1, 12/25292-1)

Academic Publications

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

BERNARDES, Wellington Maycon Santos. Analysis of the power system protection using modern heuristic optimization techniques. 2018. Doctoral Thesis - Universidade de São Paulo (USP). Escola de Engenharia de São Carlos (EESC/SBD) São Carlos.