After an intensive period of one month, which has been a period of intense learning, not only in the scientific area, but also on a personal level, I am writing this report which has a big impact on me. I would like to reflect on the people who have supported and helped me so much throughout this period.

First I would like to thank Prof. CATALIN POPESCU, and Prof. LAZAR AVRAM for advising and encouraging me to accomplish my work.

I would also like to thank the experts who were involved in the validation survey for this internship at Petrom for giving me some of their knowledge, for answering all my questions and for their precious help; I appreciate your valuable guidance, encouraging advices and discussions. It was a pleasure to work with this team. You definitely provided me the tools that I needed to choose the right direction and successfully complete my internship.

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