Chemical industry 4.0: lubricant classification by the negative selection algorithm

• Grant number: 21/04992-4
• Support Opportunities: Scholarships in Brazil - Scientific Initiation
• Start date: July 01, 2021
• End date: June 30, 2022
• Field of knowledge: Engineering - Chemical Engineering
• Principal Investigator: Fábio Roberto Chavarette
• Grantee: Vitor Bergami Sartorello
• Host Institution: Instituto de Química (IQ). Universidade Estadual Paulista (UNESP). Campus de Araraquara. Araraquara , SP, Brazil

Abstract

Over time, technology has evolved dramatically, providing companies in general with greater efficiency. The fourth industry revolution began in 2011 through investments in new technologies and the frequent innovations being called industry 4.0. Faced with this revolution, industrial plants have undergone changes both in production processes and in the availability of new products through automation and intelligent computing. The objective of this research project is the development of an intelligent system for the classification of vibrational data of grease from vegetable base (synthesized soybean oil) comparing them with commercial mineral based grease lubricant for chemical industrial machines using bioengineering principles.