1. Brazilian Bioethanol Science and Technology Laboratory (CTBE)Brazilian Center for Research in Energy and Materials (CNPEM) Campinas Brazil
2. Laboratory of Optimization, Design and Advanced Control (LOPCA), Faculty of Chemical EngineeringUniversity of Campinas (UNICAMP) Campinas Brazil
3. PhD Program in Bioenergy, Faculty of Food EngineeringUniversity of Campinas (UNICAMP) Campinas Brazil