Modeling a Brazilian Renewable Energy Success Story: Insights from a University Conference (Part I)

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Explore the framework presented at the 27th International Conference on Renewable Energy by the São Paulo University System Dynamics Society. The conference delves into a case study of Brazilian success in renewable energy, detailing key variables, subsystem diagrams, and causal loops. Uncover lessons learned and the importance of flex-fuel technology in the context of the petroleum and sugar cane industries, as well as environmental considerations and land availability for food production.


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  1. So Paulo University System Dynamics Society 27thInternational Conference Renewable Energy: A Framework to Model a Brazilian Case of Success (Part I)

  2. Joaquim Rocha dos Santos (M.Eng.) EPUSP Marcelo Ramos Martins (PhD) EPUSP Abraham Sin Oih Yu (PhD) FEA-USP Paulo Tromboni Nascimento (PhD) FEA-USP

  3. Agenda Tell the story Graph the Variables Making the System Visible Subsystem Diagram Causal Loops Diagrams Identify the lessons

  4. Tell the Story What is this?

  5. Tell the Story What is this? A flex-fuel engine with its flex-fuel electronic injection system

  6. Tell the Story What is this? WHY IS IT IMPORTANT? A flex-fuel engine with its flex-fuel electronic injection system

  7. Tell the Story What is this? Petroleum Industry Sugar Cane Industry A flex-fuel engine with its flex-fuel electronic injection system

  8. Tell the Story Environment Petroleum Industry Sugar Cane Industry Land Avaliability Food Industry

  9. Tell the Story Environment Petroleum Industry Our Focus (Today) Sugar Cane Industry Land Avaliable Food Industry

  10. Tell the story 1990 1970 1980 2000 2010 Time

  11. Tell the story From 1950 to 1973 World oil demand increased steadily at a rate of 9.5%/year Petroleum Costs stable around 2.5 US dollars per barrel 1990 1970 1980 2000 2010 Time

  12. Tell the story First Oil Crisis (1973) The Organization of the Petroleum Exporting Countries (OPEC), established a new production level and costs policy Barrel price increased to 11.65 US dollars. 1990 1970 1980 2000 2010 Time

  13. Tell the story First Oil Crisis (1973) The Organization of the Petroleum Exporting Countries (OPEC), established a new production level and costs policy Barrel price increased to 11.65 US dollars. 1990 1970 1980 2000 2010 Time

  14. Tell the story First Oil Crisis (1973) The Organization of the Petroleum Exporting Countries (OPEC), established a new production level and costs policy Barrel price increased to 11.65 US dollars. 1990 1970 1980 2000 2010 Time

  15. Tell the story Effects of First Oil Crisis (1973) Relative short term demand inelasticity Many countries faced a serious economic situation Decreased discretionary oil consumption, reducing its relative importance in their energy matrix Changes in macroeconomic policies, both fiscal and monetary 1990 1970 1980 2000 2010 Time

  16. Tell the story Effects of First Oil Crisis (1973) Brazil Systematic use of sugarcane ethanol as an alternative fuel started in 1934. From 1934 to 1975 anhydrous ethanol was added to petrol. In 1975, Brazil started its Alcohol Program, so called Proalcool. At the beginning, the aim of the program was a modest replacement of petrol with anhydrous ethanol. In 1980 the goal became more ambitious. This new policy achieved a relevant percentage of petrol replacement: from 1% in 1971 to 41% in 1985. (Leite, 2007). Investment in Petrobras (Brazilian Petroleum Company) 1990 1970 1980 2000 2010 Time

  17. Tell the story Late 1970 s Proalcool Program 1990 1970 1980 2000 2010 Time

  18. Tell the story Late 1970 s Proalcool Program In country development of E-100 cars. In 1978, an agreement between the Brazilian Government and the National Association of Motor Vehicle Manufactures (Anfavea) established the beginning of E-100 development. In 1979 the E-100 was in the streets. 1990 1970 1980 2000 2010 Time

  19. Tell the story Late 1970 s Proalcool Program 1990 1970 1980 2000 2010 Time

  20. Tell the story 1985 1990 Economic Crisis 1990 1970 1980 2000 2010 Time

  21. Tell the story 1985 1990 Economic Crisis Political changes Economic pressures: High inflation Low GDP for more than fifteen years. Cut of subsidies The total ethanol fractional usage reduced from 50% (1988) to 40% (1994). During the 1980 s 70% of vehicles sold in Brazil where E-100. The ethanol fleet was relevant and it would take a decade to be deactivated. 1990 1970 1980 2000 2010 Time

  22. Tell the story 1985 1990 Economic Crisis Political changes Economic pressures: High inflation Low GDP for more than fifteen years. Cut of subsidies The total ethanol fractional usage reduced from 50% (1988) to 40% (1994). During the 1980 s 70% of vehicles sold in Brazil where E-100. The ethanol fleet was relevant and it would take a decade to be deactivated. 1990 1970 1980 2000 2010 Time

  23. Tell the story 1985 1990 Economic Crisis Political changes Economic pressures: High inflation Low GDP for more than fifteen years. Cut of subsidies The total ethanol fractional usage reduced from 50% (1988) to 40% (1994). During the 1980 s 70% of vehicles sold in Brazil where E-100. The ethanol fleet was relevant and it would take a decade to be deactivated. 1990 1970 1980 2000 2010 Time

  24. Tell the story Early 1990 s 1990 1970 1980 2000 2010 Time

  25. Tell the story Early 1990 s End of Proalcool Rise in international raw sugar cane prices SHORTAGE OF ETHANOL. 1990 1970 1980 2000 2010 Time

  26. Tell the story Early 1990 s End of Proalcool Rise in international raw sugar cane prices SHORTAGE OF ETHANOL. 1990 1970 1980 2000 2010 Time Lost of consumer confidence This would charge its price later. From 1986 to 2003, consumers no longer bought ethanol E-100 cars. The remainder ethanol cars still sold were results of the sugarcane sector pressure for government incentives and the so called green fleet , part of the Government cars fleets should be E-100.

  27. Tell the story Early 1990 s International Raw Sugar Cane Price 35.00 30.00 1990 1970 1980 2000 2010 Time 25.00 20.00 15.00 10.00 5.00 0.00 1960 1970 1980 1990 2000 2010

  28. Tell the story Early 1990 s 1990 1970 1980 2000 2010 Time

  29. Tell the story 2003 Flex Fuel Electronic Injection Technological Inovation 1990 1970 1980 2000 2010 Time

  30. Tell the story 2003 Flex Fuel Electronic Injection A technological innovation, the flex fuel electronic injection, was already available in the US. Bosch started to study this solution in 1988, in California, USA. Due to the technology adopted, Bosch solution was expensive for Brazilian patterns costs and Brazilian motor vehicle manufactures refused to use it. Moreover, dual sensor technology was not suitable for Brazil due to the presence of hydrated ethanol. 1990 1970 1980 2000 2010 Time

  31. Tell the story 2003 Flex Fuel Electronic Injection A technological innovation, the flex fuel electronic injection, was already available in the US. Bosch started to study this solution in 1988, in California, USA. Due to the technology adopted, Bosch solution was expensive for Brazilian patterns costs and Brazilian motor vehicle manufactures refused to use it. Moreover, dual sensor technology was not suitable for Brazil due to the presence of hydrated ethanol. injection system with only one sensor. Volkswagen do Brasil launches its first flex car in 2003 1990 1970 1980 2000 2010 Time Magnetti Mareli launched the flex fuel electronic

  32. Graph the Variables Cars sold in Brazil

  33. Making the System Visible Subsytem Diagram

  34. Making the System Visible Causal loop Diagram International Sugar Price Internationl Petroleum Prices Government Incentives to National Petroleum Production + - Government Incentives to Ethanol + Ethanol Fuel Supply + + B5 Petroleum Import Costs + B3 Ethanol Supply B2 National Petroleum Production + + Ethanol Cars Supply Gasoline Fuel Restriction + Gasoline/Ethanol Car Price Ration Gasoline/Ethanol Fuel Price Ratio - National Petroleum Production Shortage Factor + - + + Petroleum Imports + Confidence on Ethanol B1 Ethanol Attractiveness - + Gasoline Cars Restrictions + + + B4 R1 Ethanol Fuel Demand Shortage Ethanol Adoption Cars Demand + + Gasoline Adopters Ethanol Adopters Ethanol Adoption Rate

  35. Identify the Lessons This paper is 35 years late!!! With this preliminary analysis, it is possible to understand the shift in loops dominance and why they happened Flex fuel technology became a dominant design and changed the consumer behavior Pro-alcohol program is now self sufficient and its long term effects must be studied in advance.

  36. Next Step Build a simulation model to explore some scenarios Expand the model so as to include other relevant issues (land, food and environmental aspects)

  37. Thank you very much! Questions ...?

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