1. Post-Graduate Program in Petroleum Engineering, Federal University of Rio Grande do Norte, Natal, Brazil
2. Department of Chemical Engineering, Federal University of Maranhão, São Luís, Maranhão, Brazil
3. Postgraduate in Chemical Engineering, Federal University of Rio Grande do Norte, Natal, Rio Grande do Norte, Brazil
4. Engineering College, Federal University of Pará, Salinópolis, Brazil