Banca de DEFESA: KENNEDY REURISON LOPES

Uma banca de DEFESA de DOUTORADO foi cadastrada pelo programa.
DISCENTE : KENNEDY REURISON LOPES
DATA : 24/05/2019
HORA: 14:30
LOCAL: Auditório do LAUT
TÍTULO:

Expert System for Industrial Environment Based on Self-Learning Rules

PALAVRAS-CHAVES:

Expert system, industrial environment, decision support system, self-edited rules.

PÁGINAS: 94
GRANDE ÁREA: Engenharias
ÁREA: Engenharia Elétrica
SUBÁREA: Eletrônica Industrial, Sistemas e Controles Eletrônicos
ESPECIALIDADE: Controle de Processos Eletrônicos, Retroalimentação
RESUMO:

This work presents a methodology of how to acquire and represent knowledge through automatic logic rules for a simulated industrial plant. The initial knowledge about an industrial process can be acquired through a specialist who interprets situations present in the plant and can describe what is occurring. In the work, a way of acquiring statistical knowledge of the plant during the execution of its processes is presented, using a method of online clustering known as TEDA-Cloud being modified to improve performance. The representation of knowledge is described through the manipulation of a neural network known as CILP and its own symbology is described to represent the logical variables drawn from the process signals. The results show an efficiency in interpreting the rules and acceleration in the process of clustering and classifications of the standards that define the rules.

MEMBROS DA BANCA:
Presidente - 350693 - ANDRÉ LAURINDO MAITELLI
Interno - 1328152 - CARLOS EDUARDO TRABUCO DOREA
Interno - 1451883 - FABIO MENEGHETTI UGULINO DE ARAUJO
Externo à Instituição - GILBERT AZEVEDO DA SILVA - IFRN
Externo à Instituição - OSCAR GABRIEL FILHO - PETROBRAS