Chapter 4 Chapter 6 Conclusion General

- 6 - Background •63 of energy demand depend on fossil oil •Reserved oil is limited •40 of diesel oil consumption are imported •Increases of international crude oil prices •Air quality of major cities in Indonesia has been deteriorating especially in the city of Jakarta •Abundant Biofuel Raw Material National Biofuel Program Bioethanol, Biodiesel and Bio-oil RD Support •Effect biodiesel to engine performance •Effect biodiesel to emission •Optimum blending •Advantages and disadvantages of biodiesel •Others Existing condition •Perpres No. 52006 •Inpres No. 12006 •SNI 04-7182-2006 •Decree No. 3675K24DJM2006 max. B10 •Decree No. 322008 Biofuel Mandatory •Pertamina formally sale BIOSOLAR •Plant Installed capacity 2.5 million Kl Influence Factors •World oil price •CPO oil price •Chemical price methanol, catalyst •Global policy technical and environmental aspect •Government policy on biofuel price, tax, incentive, etc •Tecnology capability on and off farm Commercialization Problems •Biodiesel still classified as other fuel economical price, no subsidy. •FAME price is tend to increase and passing the MOPS price. •Consumer still dominantly considered the fuel price to decide to use for their car fuel. •The advantages of biodiesel renewable energy, lower exhaust gas emission, effect to engine life time is just putted aside. Diesel Oil Sample B0 •From Pertamina balongan B01 •From Public Fuel Pump Station B02 Meet Pertamina’s diesel oil standard Biodiesel Production Engineering Center – BPPT Meet SNI 04-7182-2006 BXX samples •B0 •B10 •B20 •B30 •B50 •B100 Lab Test Performance: Torque, power, Fuel ConsumptionEmis sion: SO2, NOx, HC, CO, PM Optimum Blending Assessment •Lab test result •Literarure study •Experts interview •Short term engine effect •Long term engine effect •Price Biodiesel Blending Scenario Recommendation Scenarios •Time frame: 2005, 2010, 2015, 2020, 2025 •Base case B0 •BXX Socio Economy Data •Population growth •Economic growth •Historical data Vehicle Growth Model •By type of vehicle •By type of fuel Emission Coefficient •By type of emission •By type of vehicle Emission Quantification Meteorological data •Wind speed Emission Dispersion MLuS Model •For Jakarta •1 x 1 km square grids •By type of emission •Fading model Dose response Health cost •Germany health cost •GDPPPP Indonesia and Germany •Indonesian health cost External Cost Calculation The Effect of Biodiesel to External Cost Background of the Research Model Simulation Research Output The Effect of Biodiesel to: •Pollutant Emission •Pollutant Dispersion

Chapter 1 Chapter 4

Chapter 2 Chapter 3

Chapter 5 Chapter 6

Chapter 8: Conclusion

Chapter 7: General

Discussion Figure 1. The logical frame of the research 7 Methodology The external costs are calculated by using the analysis of emission dispersion effect which is mostly known as Impact Pathway Analysis IPA. The impact pathways methodology has been used in a large number of research projects and policy application related studies. The method consists of four steps, which are : to quantify the emission, to define the dispersion and transformation of emission for calculating the ambient concentration, to estimate the physical effects by using the dose response function, and to determine the monetary value of the damage for calculating the external costs [13, 14, 15]. Figure 2 shows the summary of IPA method. Each calculation steps has an uncertainty due to the availability data limitation and the limitation of methodology of the used model. Source: Sugiyono, 2005 [13] and Kovacevic et. al., 2001 [14], Wilde et al. 2003 [15] Figure 2: External Costs Calculation by Impact Pathway Analysis Generally, this study will determine the external costs of transportation energy use by using the simulation. Each simulation is based on the scenario which is in line with the development pattern of the government policy. By comparing the base case B0 with biodiesel blends cases B10, B20, B50, and B100; therefore the strategy for reducing the external costs could be compiled. Figure 3 shows the steps of simulation methods. The following are principal tasks that have to be undertaken in order to perform the simulation. a. To assess the air pollution levels were: 8 - A collection and review of all available data with respect to air pollution levels in Jakarta. - A review of existing emission coefficient inventory for vehicle pollution sources in Jakarta. - The selection and development of emission dispersion model to estimate the pollution concentration from vehicle sources in various parts of Jakarta. - A prediction of future pollution loads caused by vehicle pollution sources in various parts of Jakarta, based on scenario planning variables including the number and type of vehicles, fuel types, etc. b. To assess the health and economic impacts were: - To study the influence of biodiesel on exhaust emission and health effects. - A collection, review and summary of earlier studies which attemped to assess the health impact of mobile source air pollution as well as the economic impact. - To estimate the value of external cost in relation to environmental quality and health improvement as affected by biodiesel utilization. Figure. 3. External Cost Simulation Flow Chart VEHICLE GROWTH MODEL Number and Type of Vehicle EMISSION QUANTIFICATION EMISSION DISPERSION MODEL IMPACT ESTIMATION EXTERNAL COST CALCULATION Historical Data Population Growth Economic Growth SCENARIO: Emission Coefficient Meteorological Data 2. Scenario B10, B20, B50 and B100 1 . Scenario Base B0 9 Outline of Dissertation The dissertation is divided into eight main chapters. Background information related to the research topic selection including the objective and benefits of the research and boundaries and methodology of the research performance will be described in Chapter 1, followed by the description of several studies related to the effect of biodiesel utilization to engine performance and its potential emission reduction. The Effect of Palm Biodiesel Fuel on the Performance and Emission of the Automotive Diesel Engine is presented in Chapter 2, and the Estimation of the Effect of Biodiesel Utilization on Transportation Sector Emission in Jakarta is presented in Chapter 3. The study on the Determination of Optimum Biodiesel-Petrodiesel Blending Scenario was performed and the result is described in chapter 4. Chapter 5, is the core chapter in estimating Jakarta’s pollution level. It covers the collected previous studies related to the dispersion model input data, the method to determine the emission factor, as well as the air dispersion simulation. Chapter 6, reveals the estimated health and economic impacts external costs of air pollution based on the calculated air pollution provided in chapter 5. Finally, the General Discussion based on the previous chapter result information will be described in Chapter 7 and concluded in Chapter 8. Other data including the source of model simulation program, projection of population growth and traffic density map, projection of emission concentration dispersion map and the numerical result of external cost estimation are presented in appendices.

CHAPTER II THE EFFECT OF PALM BIODIESEL FUEL ON THE