Prediction of Equipment Effectiveness using Hybrid Moving Average-Adaptive Neuro Fuzzy Inference System (MA-ANFIS) for decision support in Bus Body Building Industry

Prediction of Equipment Effectiveness using Hybrid Moving Average-Adaptive Neuro Fuzzy Inference System (MA-ANFIS) for decision support in Bus Body Building Industry

Abstract Managers are driven to accomplish significantly higher levels of operational performance due to the difficulty of today’s dynamic production environment. Typically, the precision of production facilities and the efficiency of manufacturing systems are significant variables in productivity....

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Bibliographic Details
Main Authors: A. SIVAKUMAR, N. BAGATH SINGH, D. ARULKIRUBAKARAN, P. PRAVEEN VIJAYA RAJ
Format: Article
Language:English
Published: Academia Brasileira de Ciências 2022-12-01
Series:Anais da Academia Brasileira de Ciências
Subjects:
adaptive neuro-fuzzy inference system (ANFIS)
moving average (MA) model
hybrid extremal-micro genetic algorithm (Ex-µGA)
predictive analysis
equipment effectiveness
Online Access:http://www.scielo.br/scielo.php?script=sci_arttext&pid=S0001-37652022000801703&tlng=en

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