Simulation to Attain Optimal Composition of Power Plant Technology in Java-Madura-Bali up to year of

Size: px
Start display at page:

Download "Simulation to Attain Optimal Composition of Power Plant Technology in Java-Madura-Bali up to year of"

Transcription

1 Simulation to Attain Optimal Composition of Power Plant Technology in Java-Madura-Bali up to year of Ronald Winardi 1 *, PY.TopoSuprihadi 2, and Sudi Ariyanto 3 Physics Department, Faculty Science and Mathematics, Universitas Pelita Harapan,, Tangerang, Indonesia 2 Physics Department, Faculty Science and Mathematics, Universitas Pelita Harapan,, Tangerang, Indonesia 3 Division for Preparatory Management of Nuclear Power Plant- BATAN, Jakarta, Indonesia, * ronald.w.liem@gmail.com Abstract SIMULATION TO ATTAIN OPTIMAL COMPOSITION OF POWER PLANT TECHNOLOGY IN JAVA- MADURA-BALI UP TO YEAR OF Java, Madura, and Bali power generating system has been considered as one interconnected system. Bali-Java and Madura-Java are connected with underwater 150 KV transmission cable. While in land they are connected with 500KV above the ground transmission cable. Electricity demand in this area grows more than 7.5% annually. Total investment until 2025 is approximately US$ 45 billion (PEUI2006). With such large investment, it is essential to have well-planned power plant procurement by taking into account aspect of energy resources availability, economic, social, and environment. Analysis is done by using WASP. The result will show the optimal composition among available thermal technology alternatives (Nuclear, Coal, LNG, Geothermal, HSD) to meet the system s needs. By iterative mean WASP will perform the dynamic programming algorithm with our constraint. This simulation is conducted in three basic possible scenarios. First scenario does not concern about emission. Second scenario will include emission mitigation of the dominant type power plant as the result in the first scenario. The last scenario uses projected emission limitation each year. The result shows a rising in alternative energy urgency. To mitigate the emission and economic excess, the system has to start considering to use alternative energy such as geothermal and nuclear energy to at least 11% of the total energy produced. Keywords: Jamali (Java-Madura-Bali), WASP, Nuclear power, coal, LNG, geothermal, HSD, MFO. 1. Introduction Power generation system in Java-Madura-Bali (JAMALI) is considered as one interconnected system. It consume above 60% percent of all power generated in Indonesia. Good planning is needed to make sure such large investment is efficient and effective. The planning covers the quantity of a type of power plant that should be procured. Adequate capacity system planning will support 7.2% annual electricity demand growth in Java- Madura-Bali. The consequences will be good for economic and wealth of the people. JAMALI system is has to support the industrial need of electricity in Indonesia, so its reliability is having direct consequences to Indonesia GNP, for example. With this level of importance, it capacity need to be secured in quantity and in reliability. This project tries to fulfill the electricity demand by using existing competitive technology. They are coal, LNG, geothermal, HSD, MFO and Nuclear technology. Geothermal and nuclear technology represent alternative energy source. Although nuclear is not popular in Indonesia but it offers higher efficiency in delivering higher capacity with lower emissions. All the six alternative candidates are having plus and minus for power generations. To attain system s goals, the optimal linear combination of this plus and minus is needed to be found. Java, Madura, and Bali are also having the highest people density in Indonesia. So people factor need to be considered. The side effect of power generation to its people also needs to be reduced. Hence, despite capacity adequacy, lower emission system is also becoming the goal of this project. All 1 as undergraduate thesis in Physics Department, Faculty Science and Mathematics Universitas Pelita Harapan

2 the existing plant and future projection related data are taken from PLN and government. It is not covering other captive power. Nevertheless it is still the majority of JAMALI Power generation capacity. 1.2 Electricity in Java, Madura, Bali Electricity demand data is built with assumption of 6.3% population growth in Electrification ratio is projected as 93% in 2025[3]. Peak load will reach 64MW in 2026 by 7.2% average annual growth. Proportions of consumption per sector growth are: 1. Household 4% 2. Commercial 10% 3. Public 2.5% 4. Industry 8% The system s load characteristic will be inputted in form of load duration curve. Load duration curve is a normalized form of a year long half hour load data. For this study, a year long of data is divided into four quarterly periods, each with its own load duration curve (LDC). All combined existing power plant can produce up to 16 MW peak load, the location of the power plants is shown in fig below. Figure 1.1. Location map of existing power plant in West Java, DKI Jakarta, and Banten 1 Muara Karang 1 13 Suralaya2 2 Muara Karang 2 14 Suralaya3 3 Muara Karang 3 15 Solok 1 4 Muara Tawar 1 16 Solok 2 5 Muara Tawar 2 17 Kamojang 1 6 Muara Tawar 3 18 Kamojang 2 7 Priok 1 19 Drajat 1 8 Priok 2 20 Drajat 2 9 Priok 3 21 Sunyaragi 1 10 Cilegon 22 Wayang Windu 11 Cikarang 23 Sunyaragi 2 12 Suralaya1 24 Cilacap 1 25 Cilacap 2 26 Tambaklorok 1 27 Tambaklorok 2 28 Tambaklorok 3 29 Dieng 30 Tanjung Jati Barat Figure 1.2. Location map of existing power plant in Central Java, DI Yogyakarta 360

3 Figure 1.3. Location map of existing power plant in East Java 30 Java Power 31 Paiton 32 PEC 33 Gresik 1 34 Gresik 2 35 Gresik 3 36 Gresik 4 37 Perak 38 Grati 1 39 Grati 2 40 Gilitimur 41 Gilimanuk 42 Bali 43 Pemaron 44 Bali 2 Figure 1.4. Location map of existing power plant in Bali 1.2 Energy Resources in Java Tabel 1.1. Energy resources potency Java Madura Bali. no Region Coal (millio n ton) LNG (BSCF) Crude Oil (juta Barel) Geothermal (lokasi) 1 DKI Jakarta Banten West Java Central Java 0,08 0, DI. Yogyakarta East Java 0, Bali Madura n/a n/a n/a n/a source :[3] RUKN, 2005, pg

4 Java, Madura, and Bali have advantage of being having geothermal resources which is only exploitable on the site. From this table, the 121 location of geothermal size is having potential capacity of 10,000MW. While for other resource of energy, JAMALI still needs to be supplied from other area like Sumatera and Kalimantan. 2. Methodology This study is carried in three different scenarios. The three scenario is differentiated by it way to weight the emissions into consideration. The first scenario puts no consideration of emission into it optimization. The second scenario includes the mitigations of SO2 and CO2 into the dirtiest type of power plant production cost, to reduce the major sum of pollutant. The third scenario puts emission quota for each year of the study into optimization consideration. There are several technical aspects for consideration to fulfill the next 20 years of growth in Java-Madura-Bali, they are: 1. The electricity needs growth in Java-Madura-Bali until 2026 and availability of energy resources in Java-Madura-Bali. 2. The end of operational period of old power plants and additional unit that already be programmed before Economic aspect for each type of alternatives power plant (coal, LNG, geothermal, nuclear, MFO), all economic data is assumed constant. 4. Emission factor of each type of power plant. 5. Reliability and maintenance factor for each alternatives type power plant. The result from the three scenarios optimization can be analyzed base on it composition, reliability and it produced emissions amount. The analysis will show qualitatively what the vision of the system s expansion plan. In order to mitigate these emissions the system can use Carbon Capture Storage (CCS) and Flue Gas Desulphurization (FGD) technology. Using these technologies will increase the cost of power generation [1]& [8]. Optimization to find best expansion plan is carried by WASP (Wien Automatic System Planning) program to execute bellman s dynamic programming algorithm. Dynamics programming work upon characteristic of the possible alternative type of power plant and the system s peak load characteristic. Process optimization in WASP can be considered into two major steps. First step is calculation of consequences part, the other is dynamic programming part. The first part must be firstly executed before the dynamic programming part. Every calculated consequences of the probable decision will became decision state in dynamic programming that need to be chosen to find optimal power plant procurement per year. The calculation of objectives functions also includes probabilistic aspect of power generation. It probabilistic aspects are represented by probability of power generator to be default and also its need to be off operational for maintenance [7]. Dynamic programming will determine optimum expansion path with backward induction method. After describe every possible decision, complete with it calculated consequences, dynamic programming will look for the best decision (smallest objective function) at the end 2026 than backwardly look for the best decision in 2025 and so on [5]. Figure 2.1. dynamic programming illustration Permutation of the possible decision state is produced by program module named CONGEN (configuration generation). For illustration, CONGEN will produce state A-J in figure 3.1. While other module named MERSIM (merge and simulate) will calculate the cost of each state transition (number between state in figure 3.1) 3. Result Simulation of the first scenario, with no constrain on emissions, shows that coal power plant is the most competitive type of power plant. It contributes up to 66% from all electricity produced for the Java- Madura-Bali system. Nuclear power is economical enough to contribute more than 8% from the system total production. The sort of contribution are coal (66.5%), LNG (5.2%), nuclear (8%), geothermal (5.2%), HSD and MFO (2.2%). Figure 3.1. Power contribution in the first scenario 362

5 In the second scenario, where emission mitigation is applied to the most polluting technology, LNG replaces coal as the most competitive type power plant. It produces 60% of the system. Nuclear power contribution also increases to 25 % share. So the rank of contribution size become LNG (60.7%), nuclear (25.2%), coal (8.9%), geothermal (3.2%), HSD and MFO (2%) From the emission side point the second scenario produce smallest amount among them all in the long term, it has smallest average increment year by year. While the third scenario s emission (SO 2 & CO 2 ), excel in the near future, until The first scenario s emission (SO 2 & CO 2 ) is considered the worst among the three either for the near future or in the long term. Figure 3.2. Power contribution in the second scenario In the third scenario, where the strict amount constraint on emissions is applied, the rank of the five alternatives power plant does not change from the second scenario. Start with LNG (56.9%), nuclear (17.2%), coal (16.7%), geothermal (7.2%), HSD and MFO (2.2%). Figure 3.5. Emission of CO 2 from each scenario Figure 3.3. power contribution in the third scenario For the first and the second scenario have comparable and relatively high reliability level (low loss of load probability). While the third scenario s result show very poor system reliability until Figure 3.6. Emission of SO 2 from each scenario Tonnage energy resource consumption for all scenario are dominated by LNG and Coal. Coal is peaking over LNG in the 1 st scenario. While in two other scenario, LNG is peaking over coal. Figure 3.4. Lost Of Load Probability (reliability) of the three scenarios. Figure 3.7. Fuel consumption in scenario 1 363

6 Figure 3.8. Fuel consumption in scenario 2. Figure 3.9. Fuel consumption in scenario 3 put restriction on accumulative pollution amount then load factor of most existing power plant. Comparing the entire emissions charts, it can be concluded that the second scenario is giving the best low emission solution. But it should be analyzed from our nation ability to supply needed fuel for second scenario. In the sense of energy resource consumption, our primary concern is with LNG and Coal production. Both are the highest consumption in tonnage for every scenario. The question remains, is Indonesia s production capable to fulfill the coal and the LNG for JAMALI system. Unfortunately the answer is not good base on the production data of Coal production is about 64 million ton while LNG production trend is declining from [10] data from 28 million ton to 23 million ton. Coal consumption is peaking at about 53 million ton in scenario 1, or nearly 82% of our nation production (if we assume production is not increasing significantly). LNG consumption in both, scenario 2 and 3, is peaking at 20 million ton or 87% of 2005 total production. These numbers mean that JAMALI really needs alternative energy solution. As in it is impossible to plunge most of national production into primary energy sector where the margin is very low and even subsidized. 4. Analysis The coal first place in the first scenario implies coal fired power plant as the most economical type of power plant. But its mitigation technology is not yet economical. It caused coal type power plant rank down to the third place just before the nuclear type in the second place. Although LNG have higher price than the coal, but it have higher heat value compare and lower emissions. With higher efficiency in combine cycle technology, it can be the backbone for the system s base load with lower emissions compared to coal, as in the second scenario result. The nuclear type power plant turns out always have significant percentage of contribution in every scenario (8%-25%). It even survives higher economic challenge in the first scenario. Increasing in geothermal contribution in third scenario (3.2%-7%) result turns out able to reduce significant amount of emission. But drastic emission limitation in the third scenario has bad effect on system reliability. So it high LOLP is not direct consequence from increasing geothermal power plant unit. Low reliability in third scenario result is related how the old system is executed. The old system depend mainly on fossil fuel, either oil or coal. Both are very polluting technologies in origin. So where we 5. Conclusion Geothermal has the lowest risk among all other alternative. All the 10,000mw in Java-Madura- Bali should be operational to support clean alternative energy potential. Nuclear power technology is worth to be utilized in Java Madura-Bali system. The result shows that in pessimistic scenario, 8% contribution is needed from nuclear technology. The use of coal and LNG need to be cautioned. Coal energy using can be increased side by side with innovation of cheaper emission mitigations processes. But even when cheaper emission mitigation process is attained the proportions of coal (and LNG) in the future have to be reduced to a certain level (<<80%of national production), to supply other energy feedstock s need. This problem would elevate the emergency of development in good and economical type of alternative energy for Indonesia such as geothermal, nuclear, economized wind, and economized tidal. Acknowledgment Special thanks to Ir. Edi Sartono-BATAN 364

7 References 1. Anderson, Soren, Richards Newell. a. (2003, januari). Prsopects For Carbon Capture And Storage. Resources For The Future: 17 Maret Culp Jr, Archie W,Ph.D. Principles of Energi Conversion, 2 nd edition. New York :McGraw-Hill, Departemen Energi dan Sumber Daya Mineral. Rencana Umum Ketenagalistrikan Nasional. Jakarta: Departement of Energy and Mineral Resources, Environment Protection Agency (2006, November), 25 Maret Faculty of Mathematics. Dynamic Programming: The Optimality Equation, Cambridge Statistical Laboratory: 1 Maret Hence, C. N. Faktors Affecting Cost in Geothermal Power Plant Development. Washington: Geothermal Energi Association, IAEA. A Computer Code for Power Generating Expansion Plan. Jenewa: IAEA, Kamall, Roshan. Flue Gas Desulphurization (FGD)Technologies.London:Department of Trade and Industry, M.M.El-Wakil.Power Plant Technology, international edition. Singapura: McGraw- Hill, Purwanto, Widodo Wahyu, et al. Indonesia Energi Outlook & Statistics. Depok: PEUI,

Long-Term Load Forecasting on the Java-Madura-Bali Electricity System Using Artificial Neural Network Method

Long-Term Load Forecasting on the Java-Madura-Bali Electricity System Using Artificial Neural Network Method Long-Term Load Forecasting on the Java-Madura-Bali Electricity System Using Artificial Neural Network Method Arief Heru Kuncoro 1,2, Zuhal 1, Rinaldy Dalimi 1 1 Department of Electrical Engineering, University

More information

DECADES Tool to Make Comparative Assessment of Electricity Generation in Indonesia 1

DECADES Tool to Make Comparative Assessment of Electricity Generation in Indonesia 1 DECADES Tool to Make Comparative Assessment of Electricity Generation in Indonesia 1 Abubakar Lubis Agus Sugiyono Agency for the Assessment and Application of Technology (BPPT) Indonesia 1. Introduction

More information

Investigating the Impact of Carbon Tax to Power Generation in Java-Bali System by Applying Optimization Technique

Investigating the Impact of Carbon Tax to Power Generation in Java-Bali System by Applying Optimization Technique Working Paper in Economics and Development Studies Department of Economics Padjadjaran University No. 201009 Investigating the Impact of Carbon Tax to Power Generation in Java-Bali System by Applying Optimization

More information

Economic and Environmental Emissions Analysis in Indonesian Electricity Expansion Planning: Low-rank Coal and Geothermal Energy Utilization Scenarios

Economic and Environmental Emissions Analysis in Indonesian Electricity Expansion Planning: Low-rank Coal and Geothermal Energy Utilization Scenarios Economic and Environmental Emissions Analysis in Indonesian Electricity Expansion Planning: Low-rank Coal and Geothermal Energy Utilization Scenarios Yusak Tanoto a, *, Muhammad Ery Wijaya b a Electrical

More information

Additional information on calculating the emission factors of Indonesia for the JCM. Table 1 Grid emission factor PV Case 1 and Case 2

Additional information on calculating the emission factors of Indonesia for the JCM. Table 1 Grid emission factor PV Case 1 and Case 2 Additional information on calculating the emission factors of Indonesia for the JCM In order to secure net emission reductions in the methodology, the following emission factors will be applied depending

More information

ECONOMIC AND ENVIRONMENTAL EMISSION ANALYSIS IN INDONESIAN ELECTRICITY EXPANSION PLANNING: LOW-RANK COAL AND GEOTHERMAL ENERGY UTILIZATION SCENARIOS

ECONOMIC AND ENVIRONMENTAL EMISSION ANALYSIS IN INDONESIAN ELECTRICITY EXPANSION PLANNING: LOW-RANK COAL AND GEOTHERMAL ENERGY UTILIZATION SCENARIOS International Journal of Renewable Energy Resources 1 (2011) 61-66 ECONOMIC AND ENVIRONMENTAL EMISSION ANALYSIS IN INDONESIAN ELECTRICITY EXPANSION PLANNING: LOW-RANK COAL AND GEOTHERMAL ENERGY UTILIZATION

More information

Mechatronics, Electrical Power, and Vehicular Technology

Mechatronics, Electrical Power, and Vehicular Technology Mechatronics, Electrical Power, and Vehicular Technology 04 (2013) 89-98 Mechatronics, Electrical Power, and Vehicular Technology e-issn:2088-6985 p-issn: 2087-3379 Accreditation Number: 432/Akred-LIPI/P2MI-LIPI/04/2012

More information

INDONESIA POWER MARKET OUTLOOK TO 2030, UPDATE 2014 MARKET TRENDS, REGULATIONS AND COMPETITIVE LANDSCAPE

INDONESIA POWER MARKET OUTLOOK TO 2030, UPDATE 2014 MARKET TRENDS, REGULATIONS AND COMPETITIVE LANDSCAPE REFERENCE CODE GDPE0723ICR PUBLICATION DATE JULY 2014 INDONESIA POWER MARKET OUTLOOK TO 2030, UPDATE 2014 MARKET TRENDS, REGULATIONS AND COMPETITIVE LANDSCAPE Executive Summary Coal- and Gas-Based Thermal

More information

Ministry of Energy and Mineral Resources Republic of Indonesia Electricity Investment Opportunity In Indonesia Economic Development Corridors

Ministry of Energy and Mineral Resources Republic of Indonesia Electricity Investment Opportunity In Indonesia Economic Development Corridors Ministry of Energy and Mineral Resources Republic of Indonesia Electricity Investment Opportunity In Indonesia Economic Development Corridors Presented at Seminar of The for Promotion Clean Coal Technology

More information

Optimization of Indonesian Geothermal Energy Resources for Future Clean Electricity Supply: A Case of Java-Madura-Bali System

Optimization of Indonesian Geothermal Energy Resources for Future Clean Electricity Supply: A Case of Java-Madura-Bali System Optimization of Indonesian Geothermal Energy Resources for Future Clean Electricity Supply: A Case of Java-Madura-Bali System Muhammad Ery Wijaya 1 and Bundit Limmeechokchai 2,* 1 The Joint Graduate School

More information

Current Indonesia s ENERGY SITUATION

Current Indonesia s ENERGY SITUATION Current Indonesia s ENERGY SITUATION Seminar on COGEN 3: A Business Facilitator Inter-Continental Hotel Jakarta, Indonesia 26-27 August 2002 Dr. Ferdi Ardiansyah Country Co-ordinator SOCIAL ECONOMIC PARAMETERS

More information

Ministry of Energy and Mineral Resources (MEMR), The Republic of Indonesia. Study on The Optimal Electric Power Development and Operation in Indonesia

Ministry of Energy and Mineral Resources (MEMR), The Republic of Indonesia. Study on The Optimal Electric Power Development and Operation in Indonesia No. Japan International Cooperation Agency (JICA) Ministry of Energy and Mineral Resources (MEMR), The Republic of Indonesia Study on The Optimal Electric Power Development and Operation in Indonesia FINAL

More information

REVIEW OF POWER SYSTEM EXPANSION PLANNING IN VIETNAM

REVIEW OF POWER SYSTEM EXPANSION PLANNING IN VIETNAM Public Disclosure Authorized Public Disclosure Authorized Public Disclosure Authorized Public Disclosure Authorized REVIEW OF POWER SYSTEM EXPANSION PLANNING IN VIETNAM Tasks 1 and 2 Report Prepared for

More information

IAEA-TECDOC Energy and nuclear power planning study for Armenia

IAEA-TECDOC Energy and nuclear power planning study for Armenia IAEA-TECDOC-1404 Energy and nuclear power planning study for Armenia July 2004 IAEA-TECDOC-1404 Energy and nuclear power planning study for Armenia July 2004 The originating Section of this publication

More information

Overview of the current status of CCS deployment in Indonesia

Overview of the current status of CCS deployment in Indonesia Research & Development Centre for Oil & Gas Technology LEMIGAS Agency for Research & Development Ministry of Energy & Mineral Resources (MEMR) Overview of the current status of CCS deployment in Indonesia

More information

WOMEN IN GEOTHERMAL. Click to edit Master subtitle style MINISTRY OF ENERGY AND MINERAL RESOURCES

WOMEN IN GEOTHERMAL. Click to edit Master subtitle style MINISTRY OF ENERGY AND MINERAL RESOURCES DIRECTORATE GENERAL OF NEW, RENEWABLE ENERGY AND ENERGY CONSERVATION WOMEN IN GEOTHERMAL Click to edit Master subtitle style JAKARTA, 8 th OF MARCH 2018 1 National Energy Policy (RE Target) Maximizing

More information

NPP PROGRAM IN INDONESIA

NPP PROGRAM IN INDONESIA NPP PROGRAM IN INDONESIA Suparman National Nuclear Energy Agency (BATAN) Republic of Indonesia TM on CNPP, Vienna, 18-21 March 2013 General Information An archipelago with 17,508 islands 1.9 million square

More information

INDONESIAN NUCLEAR POWER PROGRAMME HUMAN RESOURCES DEVELOPMENT. Tyn Ispiranto Alihuddin Sitompul Masdin

INDONESIAN NUCLEAR POWER PROGRAMME HUMAN RESOURCES DEVELOPMENT. Tyn Ispiranto Alihuddin Sitompul Masdin INDONESIAN NUCLEAR POWER PROGRAMME HUMAN RESOURCES DEVELOPMENT Tyn Ispiranto Alihuddin Sitompul Masdin 1st Senior Policymakers Course ASEAN+3 HRD Programme Korea, 8-14 July 2012 CONTENT OF PRESENTATION

More information

Annex V NUCLEAR POWER PLANT DEVELOPMENT IN INDONESIA 1

Annex V NUCLEAR POWER PLANT DEVELOPMENT IN INDONESIA 1 Annex V INDONESIA 962 INDONESIA 1. PAST ACTIVITIES Annex V NUCLEAR POWER PLANT DEVELOPMENT IN INDONESIA 1 The first idea to have a nuclear power plant in Indonesia occurs in 1956 from university circle

More information

Table Geothermal Potential in Indonesia, as of April 2016

Table Geothermal Potential in Indonesia, as of April 2016 2. Indonesia 2.1 Current situation of geothermal energy use and national policy By 2015, Indonesia had an installed capacity of 1,438.5 MW from 11 geothermal fields: Kamojang, Darajat, Wayang Windu, Patuha,

More information

Indonesia 2050 Pathway Calculator

Indonesia 2050 Pathway Calculator One Pagers Indonesia 2050 Pathway Calculator Cooperation of Ministry of Energy and Mineral Resources and Department of Energy & Climate Change United Kingdom http://calculator2050.esdm.go.id/pathways One

More information

Critical Importance and Role of Power Generation Planning in the Power System

Critical Importance and Role of Power Generation Planning in the Power System Critical Importance and Role of Power Generation Planning in the Power System By Hassan Jafar Zaidi, CEO Power Planners Int. (PPI), Pakistan Training Workshop Identification, Comparison and Scenario Based

More information

SECTOR ASSESSMENT (SUMMARY): ENERGY

SECTOR ASSESSMENT (SUMMARY): ENERGY Java Bali 500-Kilovolt Power Transmission Crossing Project (RRP INO 42362) SECTOR ASSESSMENT (SUMMARY): ENERGY Sector Road Map 1. Sector Performance, Problems, and Opportunities 1. Development of Indonesia

More information

Joint ICTP-IAEA Workshop on Vulnerability of Energy Systems to Climate Change and Extreme Events April 2010

Joint ICTP-IAEA Workshop on Vulnerability of Energy Systems to Climate Change and Extreme Events April 2010 2138-12 Joint ICTP-IAEA Workshop on Vulnerability of Energy Systems to Climate Change and Extreme Events 19-23 April 2010 Representing Impacts of Extreme Weather Events in the Energy Supply Models MESSAGE

More information

SECTOR ASSESSMENT (SUMMARY): ENERGY. 1. Sector Performance, Problems and Opportunities

SECTOR ASSESSMENT (SUMMARY): ENERGY. 1. Sector Performance, Problems and Opportunities West Kalimantan Power Grid Strengthening Project (RRP INO 41074) SECTOR ASSESSMENT (SUMMARY): ENERGY Sector Road Map 1. Sector Performance, Problems and Opportunities 1. Development of Indonesia s energy

More information

NEW AND RENEWABLE ENERGY POLICY

NEW AND RENEWABLE ENERGY POLICY DIRECTORATE GENERAL OF NEW RENEWABLE ENERGY AND ENERGY CONSERVATION MINISTRY OF ENERGY AND MINERAL RESOURCES, INDONESIA NEW AND RENEWABLE ENERGY POLICY By: Dr. Djadjang Sukarna Secretary of Director General

More information

Economic dispatch and operating cost optimization for thermal power in 500 KV system using genetic algorithm (GA)

Economic dispatch and operating cost optimization for thermal power in 500 KV system using genetic algorithm (GA) IOP Conference Series: Materials Science and Engineering PAPER OPEN ACCESS Economic dispatch and operating cost optimization for thermal power in 500 KV system using genetic algorithm (GA) To cite this

More information

Pacific Northwest Low Carbon Scenario Analysis

Pacific Northwest Low Carbon Scenario Analysis Pacific Northwest Low Carbon Scenario Analysis Achieving Least-Cost Carbon Emissions Reductions in the Electricity Sector November 8, 2017 Arne Olson, Partner Nick Schlag, Sr. Managing Consultant Jasmine

More information

Accelerating Integration of Natural Gas Infrastructure

Accelerating Integration of Natural Gas Infrastructure Accelerating Integration of Natural Gas Infrastructure Presentation to Gas Indonesia Summit Triharyo Soesilo, Director of Energy Sector Committee for Acceleration of Priority Infrastructure Projects Delivery

More information

Nationally Appropriate Mitigation Actions (NAMAs) National Integrated Process - Energy Sectors

Nationally Appropriate Mitigation Actions (NAMAs) National Integrated Process - Energy Sectors KOMITE NASIONAL INDONESIA Nationally Appropriate Mitigation Actions (NAMAs) National Integrated Process - Energy Sectors PECC at 30: New Vision for APEC and Toward Further Regional Economic Cooperation

More information

Enhancing Pendulum Nusantara Model in Indonesian Maritime Logistics Network

Enhancing Pendulum Nusantara Model in Indonesian Maritime Logistics Network Enhancing Pendulum Nusantara Model in Indonesian Maritime Logistics Network Komarudin System Engineering, Modeling Simulation (SEMS) Laboratory, Department of Industrial Engineering, Universitas Indonesia,

More information

Application of genetic algorithm for optimal sizing and placement of distribution transformers in PT PLN East Medan Indonesia

Application of genetic algorithm for optimal sizing and placement of distribution transformers in PT PLN East Medan Indonesia Application of genetic algorithm for optimal sizing and placement of distribution transformers in PT PLN East Medan Indonesia Sarjiya, Husni Rois Ali, and Reynold B. A. Pardede Citation: AIP Conference

More information

Dr. Hasrul Laksmana Azahari

Dr. Hasrul Laksmana Azahari DIRECTORATE GENERAL NEW RENEWABLE ENERGY AND ENERGY CONSERVATION MINISTRY OF ENERGY AND MINERAL RESOURCES REPUBLIC OF INDONESIA By: Dr. Hasrul Laksmana Azahari Director of Various New Energy and Renewable

More information

THE ROLE OF GEOTHERMAL ENERGY

THE ROLE OF GEOTHERMAL ENERGY Radja THE ROLE OF GEOTHERMAL ENERGY IN THE CONTEXT OF THE FUTURE ELECTRIC POWER SUPPLY IN INDONESIA Vincent T. Radja State Electricity Carporstion Key words: geothermal power, Indonesia JL. M 12043 Indonesia

More information

Annual Plant Factor (%) Figure Results of Screening Analysis (Specific Cost)

Annual Plant Factor (%) Figure Results of Screening Analysis (Specific Cost) 6.3 Preliminary Analysis by Screening Curve Before formulating the generation development plan using simulation tools, the Study team conducted a preliminary analysis using the screening curve method.

More information

THE IMPACT OF THE NEW LAW OF REPUBLIC OF INDONESIA NUMBER 20 OF 2002 TO THE ENERGY PLANNING IN INDONESIA

THE IMPACT OF THE NEW LAW OF REPUBLIC OF INDONESIA NUMBER 20 OF 2002 TO THE ENERGY PLANNING IN INDONESIA THE IMPACT OF THE NEW LAW OF REPUBLIC OF INDONESIA NUMBER 20 OF 2002 TO THE ENERGY PLANNING IN INDONESIA By : Susy M. Simarangkir Jln. Daksinapati Barat I/3, Rawamangun, Jakarta 13220, Indonesia sms_sierra@hotmail.com

More information

Indonesian Energy Scenario to 2050: Projection of Consumption, Supply Options and Primary Energy Mix Scenarios

Indonesian Energy Scenario to 2050: Projection of Consumption, Supply Options and Primary Energy Mix Scenarios Indonesian Energy Scenario to 25: Projection of Consumption, Supply Options and Primary Energy Mix Scenarios H.D. Ibrahim, N.M. Thaib and L.M. Abdul Wahid Abstract - This paper describes the profile of

More information

Technical Bulletin Comparison of Lossy versus Lossless Shift Factors in the ISO Market Optimizations

Technical Bulletin Comparison of Lossy versus Lossless Shift Factors in the ISO Market Optimizations Technical Bulletin 2009-06-03 Comparison of Lossy versus Lossless Shift Factors in the ISO Market Optimizations June 15, 2009 Comparison of Lossy versus Lossless Shift Factors in the ISO Market Optimizations

More information

Pacific Northwest Pathways to Achieving an 80% reduction in economy-wide greenhouse gases by 2050

Pacific Northwest Pathways to Achieving an 80% reduction in economy-wide greenhouse gases by 2050 Pacific Northwest Pathways to 2050 Achieving an 80% reduction in economy-wide greenhouse gases by 2050 November 2018 Pacific Northwest Pathways to 2050 Achieving an 80% reduction in economy-wide greenhouse

More information

PJM Analysis of the EPA Clean Power Plan

PJM Analysis of the EPA Clean Power Plan PJM Analysis of the EPA Clean Power Plan PJM Interconnection October 6, 2016 PJM CPP Study Objectives Evaluate potential impacts to: Resource adequacy Transmission system operations PJM energy and capacity

More information

Simulated Energy Scenarios of the Power Sector in Bangladesh

Simulated Energy Scenarios of the Power Sector in Bangladesh Abstract ASA University Review, Vol. 5 No. 2, July December, 211 Simulated Energy Scenarios of the Power Sector in Bangladesh Md. Kamrul Alam * Abul Hasnat Rubel ** Energy is a strategic input necessary

More information

Economic Aspect for Nuclear Desalination Selection in Muria Peninsula

Economic Aspect for Nuclear Desalination Selection in Muria Peninsula IAEA-CN-164-1P05 Economic Aspect for Nuclear Desalination Selection in Muria Peninsula Sudi Ariyanto and Siti Alimah Center for Nuclear Energy Development (PPEN) BATAN Jl. Kuningan Barat, Mampang Prapatan

More information

Capacity reserves until 2025: declining, but sufficient

Capacity reserves until 2025: declining, but sufficient 1 Capacity reserves until 2025: declining, but sufficient Trends from ENTSO-E s Scenario Outlook & Adequacy Forecast 2015 Once a year, ENTSO-E 1 publishes a Scenario Outlook & Adequacy Forecast (SO&AF).

More information

Least-Cost options for integrating intermittent renewables in low carbon power systems

Least-Cost options for integrating intermittent renewables in low carbon power systems Degree Candidate: Sohail Khan Supervisor: Prof. Vincenzo Mulone Least-Cost options for integrating intermittent renewables in low carbon power systems 1 Introduction West- European power system simulation

More information

Resource Planning. EE 590 Iowa State University. October 22, 2008

Resource Planning. EE 590 Iowa State University. October 22, 2008 Resource Planning EE 590 Iowa State University October 22, 2008 Presented by: JT Smith, P.E. Technical Manager of Resource Forecasting, Midwest ISO Need for Capacity Planning Traditional need: Resource

More information

Greening the electric power generating system: application of optimization model and sectoral approach in Indonesia

Greening the electric power generating system: application of optimization model and sectoral approach in Indonesia 1 Greening the electric power generating system: application of optimization model and sectoral approach in Indonesia By Maxensius Tri Sambodo Economic Research Center Indonesian Institute of Sciences

More information

2017 HANDBOOK OF ENERGY & ECONOMIC STATISTICS

2017 HANDBOOK OF ENERGY & ECONOMIC STATISTICS ISSN 2528-3464 Ministry Of Energy and Mineral Resources Republic of Indonesia 2017 HANDBOOK OF ENERGY & ECONOMIC STATISTICS FINAL EDITION OF INDONESIA ISSN 2528-3464 Ministry Of Energy and Mineral Resources

More information

Long Term Energy System Analysis of Japan after March 11, 2011

Long Term Energy System Analysis of Japan after March 11, 2011 Long Term Energy System Analysis of Japan after March 11, 211 Atsushi Kurosawa*, Naoto Hagiwara *Corresponding Author The Institute of Applied Energy 14-2, Nishi-Shinbashi 1-Chome, Minato-ku, Tokyo, 15-3,

More information

CDM Financing for Geothermal Project in Indonesia: Current Status and Post 2012 Prospect

CDM Financing for Geothermal Project in Indonesia: Current Status and Post 2012 Prospect CDM Financing for Geothermal Project in Indonesia: Current Status and Post 212 Prospect Abstract Ratna Etie Puspita Dewi* and Agus Sugiyono Center for Energy Resources Development Technology Agency for

More information

Renewable Energy. Development Plan. Presented in Japan-Indonesia Business Forum for Energy Efficiency, Conservation and Renewable Energy

Renewable Energy. Development Plan. Presented in Japan-Indonesia Business Forum for Energy Efficiency, Conservation and Renewable Energy Renewable Energy Development Plan Presented in Japan-Indonesia Business Forum for Energy Efficiency, Conservation and Renewable Energy Hotel Indonesia Kempinski Jakarta, 14 th November 2018 Directorate

More information

Decline Curve Analysis for Production Forecast and Optimization of Liquid-Dominated Geothermal Reservoir

Decline Curve Analysis for Production Forecast and Optimization of Liquid-Dominated Geothermal Reservoir IOP Conference Series: Earth and Environmental Science PAPER OPEN ACCESS Decline Curve Analysis for Production Forecast and Optimization of Liquid-Dominated Geothermal Reservoir Related content - Theoretical

More information

WORLDWIDE ENERGY SCENARIO AN OVERVIEW

WORLDWIDE ENERGY SCENARIO AN OVERVIEW CHAPTER - I WORLDWIDE ENERGY SCENARIO AN OVERVIEW CHAPTER - I WORLDWIDE ENERGY SCENARIO - AN OVERVIEW 1.1 Introduction The world is hurtling towards two major crises: serious energy shortages and accelerating

More information

SECTOR OVERVIEW. Government of Indonesia, State Electricity Corporation (PLN). Electricity Power Supply Business Plan (RUPTL ). Jakarta.

SECTOR OVERVIEW. Government of Indonesia, State Electricity Corporation (PLN). Electricity Power Supply Business Plan (RUPTL ). Jakarta. Eastern Indonesia Renewable Energy Project (Phase 1) (RRP INO 51209) SECTOR OVERVIEW A. Sector Performance 1. Indonesia is the largest economy in Southeast Asia, with an estimated gross domestic product

More information

ECONOMIC ANALYSIS. A. Introduction

ECONOMIC ANALYSIS. A. Introduction ECONOMIC ANALYSIS Wind Power Generation Project (RRP SRI 49345) A. Introduction 1. The economic analysis of the Ceylon Electricity Board (CEB) Wind Power Generation Project in Mannar Island, Sri Lanka,

More information

Chapter 7. Indonesia Country Report. September 2016

Chapter 7. Indonesia Country Report. September 2016 Chapter 7 Indonesia Country Report September 2016 This chapter should be cited as Malik, C. (2016), Indonesia Country Report in Kimura, S. and P. Han (eds.) in Energy Outlook and Energy Saving Potential

More information

INDONESIAN NUCLEAR POWER PROGRAM

INDONESIAN NUCLEAR POWER PROGRAM INDONESIAN NUCLEAR POWER PROGRAM Liliana Yetta Pandi Rahmat Edhi Harianto REGIONAL WORKSHOP ON REVIEW AND ASSESSMENT FOR REGULATORS South Korea, 9-13 September 2013 CONTENT OF PRESENTATION BRIEF PROFILE

More information

SMALL AND MEDIUM REACTOR FOR INDONESIA ELECTRICITY SYSTEM How to Compete Against the Challengers

SMALL AND MEDIUM REACTOR FOR INDONESIA ELECTRICITY SYSTEM How to Compete Against the Challengers SMALL AND MEDIUM REACTOR FOR INDONESIA ELECTRICITY SYSTEM How to Compete Against the Challengers Elok S. Amitayani National Nuclear Energy Agency (BATAN) Indonesia Technical Meeting on the Economic Analysis

More information

TEMPORARY GRID RECONFIGURATIONS NET BENEFIT TEST METHODOLOGY

TEMPORARY GRID RECONFIGURATIONS NET BENEFIT TEST METHODOLOGY TEMPORARY GRID RECONFIGURATIONS NET BENEFIT TEST METHODOLOGY 1 1. Summary When one part of the grid is facing security of supply risk where local generation in one region of the grid is not enough for

More information

Tracking New Coal-Fired Power Plants

Tracking New Coal-Fired Power Plants Tracking New Coal-Fired Power Plants National Energy Technology Laboratory Office of Systems Analyses and Planning Erik Shuster February 18, 2008 a Tracking New Coal-Fired Power Plants This report is intended

More information

NATIONAL NUCLEAR POWER PROGRAMME AND EXPECTATION TO INTERNATIONAL ORGANISATIONS

NATIONAL NUCLEAR POWER PROGRAMME AND EXPECTATION TO INTERNATIONAL ORGANISATIONS NATIONAL NUCLEAR POWER PROGRAMME AND EXPECTATION TO INTERNATIONAL ORGANISATIONS Special Symposium for the IAEA 50 th Anniversary, of Indonesia (BATAN) Jl Kuningan Barat, Mampang Prapatan, Jakarta 12710,

More information

Scenario Analysis of Energy Demand as a Basis for Energy Efficiency. Policies: A Case in Yogyakarta, Indonesia

Scenario Analysis of Energy Demand as a Basis for Energy Efficiency. Policies: A Case in Yogyakarta, Indonesia Journal of Business and Economics, ISSN 2155-7950, USA August 2017, Volume 8, No. 8, pp. 698-707 DOI: 10.15341/jbe(2155-7950)/08.08.2017/008 Academic Star Publishing Company, 2017 http://www.academicstar.us

More information

PJM Perspective of the EPA Clean Power Plan: Analysis

PJM Perspective of the EPA Clean Power Plan: Analysis PJM Perspective of the EPA Clean Power Plan: Analysis Consortium for Energy Policy Research Harvard University March 9, 2015 Cambridge, MA Muhsin K. Abdur-Rahman Senior Market Strategist Paul M. Sotkiewicz,

More information

Long-term Peak Load Forecasting Using LM- Feedforward Neural Network for Java-Madura-Bali Interconnection, Indonesia

Long-term Peak Load Forecasting Using LM- Feedforward Neural Network for Java-Madura-Bali Interconnection, Indonesia Long-term Peak Load Forecasting Using LM- Feedforward Neural Network for Java-Madura-Bali Interconnection, Indonesia Yusak Tanoto* 1, Weerakorn Ongsakul +, and Charles O.P. Marpaung + Abstract This paper

More information

Implementation Status & Results Indonesia Java-Bali Power Sector Restructuring and Strengthening Project (P063913)

Implementation Status & Results Indonesia Java-Bali Power Sector Restructuring and Strengthening Project (P063913) Public Disclosure Authorized Public Disclosure Authorized The World Bank Implementation Status & Results Indonesia Java-Bali Power Sector Restructuring and Strengthening Project (P063913) Operation Name:

More information

A Survey of Nuclear Power in Developing Countries

A Survey of Nuclear Power in Developing Countries A Survey of Nuclear Power in Developing Countries by O.B. Falls, Jr. It is generally recognized that within the coming decades nuclear power is likely to play an important role in many developing countries

More information

Plant Project, Muara Tawar Gas Fired Power Plant Extension Project and South Sumatra-West Java Gas Pipeline Project.

Plant Project, Muara Tawar Gas Fired Power Plant Extension Project and South Sumatra-West Java Gas Pipeline Project. Republic of Indonesia FY 2015 Ex-Post Evaluation of Japanese ODA Loan Project Tanjung Priok Gas Fired Power Plant Extension Project External Evaluator: Masumi Shimamura, Mitsubishi UFJ Research and Consulting

More information

SECTOR ASSESSMENT (SUMMARY): ENERGY

SECTOR ASSESSMENT (SUMMARY): ENERGY Sustainable and Inclusive Energy Program (Subprogram 2) (RRP INO 49043-002) SECTOR ASSESSMENT (SUMMARY): ENERGY 1. Sector Performance, Problems, and Opportunities 1. Indonesia is striving hard to increase

More information

Implementation Status & Results Indonesia Java-Bali Power Sector Restructuring and Strengthening Project (P063913)

Implementation Status & Results Indonesia Java-Bali Power Sector Restructuring and Strengthening Project (P063913) Public Disclosure Authorized Public Disclosure Authorized The World Bank Implementation Status & Results Indonesia Java-Bali Power Sector Restructuring and Strengthening Project (P063913) Operation Name:

More information

Chapter 2. Case Studies: Keeping CO 2 emission at 2013 level by March 2018

Chapter 2. Case Studies: Keeping CO 2 emission at 2013 level by March 2018 Chapter 2 Case Studies: Keeping CO 2 emission at 2013 level by 2040 March 2018 This chapter should be cited as ERIA (2018), Case Studies: Keeping CO2 emission at 2013 level by 2040, in Kimura, S. and H.

More information

EASTERN AFRICA POWER POOL (EAPP)

EASTERN AFRICA POWER POOL (EAPP) EASTERN AFRICA POWER POOL (EAPP) EAPP REGIONAL POWER SYSTEM MASTER PLAN EXECUTIVE SUMMARY December 2014 Published by: EAPP, Eastern Africa Power Pool Kirkos sub city, House No.513 P.O Box 100644 Addis

More information

Implementation Status & Results Indonesia Java-Bali Power Sector Restructuring and Strengthening Project (P063913)

Implementation Status & Results Indonesia Java-Bali Power Sector Restructuring and Strengthening Project (P063913) Public Disclosure Authorized Public Disclosure Authorized The World Bank Implementation Status & Results Indonesia Java-Bali Power Sector Restructuring and Strengthening Project (P063913) Operation Name:

More information

VERIFICATION OF A REINFORCED CONCRETE COLUMN COMPUTER MODEL UNDER UNIAXIAL AND BIAXIAL BENDING LOADING CONDITIONS

VERIFICATION OF A REINFORCED CONCRETE COLUMN COMPUTER MODEL UNDER UNIAXIAL AND BIAXIAL BENDING LOADING CONDITIONS Konferensi Nasional Teknik Sipil 4 (KoNTekS 4) Sanur-Bali, 2-3 Juni 2010 VERIFICATION OF A REINFORCED CONCRETE COLUMN COMPUTER MODEL UNDER UNIAXIAL AND BIAXIAL BENDING LOADING CONDITIONS Jimmy Chandra

More information

Selected Findings from Scenario and Sensitivity Analysis Conducted To Date. August 6, 2015

Selected Findings from Scenario and Sensitivity Analysis Conducted To Date. August 6, 2015 Selected Findings from Scenario and Sensitivity Analysis Conducted To Date August 6, 2015 Progress Since The July Council Meeting: All Planned Scenario Analysis Completed! RPM Systems 2 Progress Since

More information

2011 Integrated Resource Plan

2011 Integrated Resource Plan 2011 Integrated Resource Plan Portfolio Evaluation Results Preferred Portfolio Selection February 14, 2011 Pacific Power Rocky Mountain Power PacifiCorp Energy Recap of Portfolio Resource Differences,

More information

What do we (not) know about Europe s electricity system in 2050?

What do we (not) know about Europe s electricity system in 2050? What do we (not) know about Europe s electricity system in 25? The impact of technological uncertainty on the leastcost electricity mix Motivation Introduction of MERGE Policy cases Results Conclusions

More information

Classical Approach to Solve Economic Load Dispatch Problem of Thermal Generating Unit in MATLAB Programming

Classical Approach to Solve Economic Load Dispatch Problem of Thermal Generating Unit in MATLAB Programming Classical Approach to Solve Economic Load Dispatch Problem of Thermal Generating Unit in MATLAB Programming Arunesh Dutt 1, Ashish Dhamanda 2 1 Assistant Professor (EEE), SGIET, NGBU, Allahabad, U.P, India

More information

A Prospect of Small Medium Sized Reactor As First NPP in Indonesia

A Prospect of Small Medium Sized Reactor As First NPP in Indonesia A Prospect of Small Medium Sized Reactor As First NPP in Indonesia APEC Conference on Clean, Renewable Energy and Sustainability (APCRES) Ayodya Resorts, Nusa dua Bali, Indonesia, on September 30 October

More information

Electricity Market Modelling of Network Investments: Comparison of Zonal and Nodal Approaches

Electricity Market Modelling of Network Investments: Comparison of Zonal and Nodal Approaches Electricity Market Modelling of Network Investments: Comparison of Zonal and Nodal Approaches Sadhvi Ganga 1,3 Iain Ferguson MacGill 1,2 School of Electrical Engineering and Telecommunications, University

More information

Lombok Energy Outlook

Lombok Energy Outlook Lombok Energy Outlook 2030 January 2019 Copyright Unless otherwise indicated, material in this publication may be used freely, shared or reprinted, but acknowledgement is requested. This publication should

More information

Weerin Wangjiraniran and Bundhit Euaarporn* Energy Research Institute, Chulalongkorn University, Bangkok, Thailand 10330

Weerin Wangjiraniran and Bundhit Euaarporn* Energy Research Institute, Chulalongkorn University, Bangkok, Thailand 10330 doi:1.4186/ej.21.14.3.35 A STUDY ON FUEL OPTIONS FOR POWER GENERATION IN THAILAND Weerin Wangjiraniran and Bundhit Euaarporn* Energy Research Institute, Chulalongkorn University, Bangkok, Thailand 133

More information

Fisheries and Aquaculture Forum (10AFAF) Aquaculture in Asia (CAA4) in Yeosu, The paper is presented in 10 th Asian

Fisheries and Aquaculture Forum (10AFAF) Aquaculture in Asia (CAA4) in Yeosu, The paper is presented in 10 th Asian VULNERABLE WOMEN ROLE IN SECURING HOUSEHOLD INCOME UNDER THE CIRCUMTANCES OF CLIMATE CHANGE IN BRACKISH WATER POND BUSINESS IN PATI REGENCY, CENTRAL JAVA- INDONESIA : TOWARD ADAPTATION AND MITIGATION STRATEGY

More information

INDONESIA NUCLEAR ENERGY DEVELOPMENT IN INDONESIA. Achmad S. Sastratenaya Ariyanto Sudi Center for Nuclear Energy Development, BATAN

INDONESIA NUCLEAR ENERGY DEVELOPMENT IN INDONESIA. Achmad S. Sastratenaya Ariyanto Sudi Center for Nuclear Energy Development, BATAN INDONESIA NUCLEAR ENERGY DEVELOPMENT IN INDONESIA Achmad S. Sastratenaya Ariyanto Sudi Center for Nuclear Energy Development, BATAN IAEA TC workshop long range planning Vienna, June 14-17, 2010 I. GENERAL

More information

Energy Security and Global Climate Change Mitigation

Energy Security and Global Climate Change Mitigation Energy Security and Global Climate Change Mitigation OP 55 October 2003 Hillard G. Huntington and Stephen P.A. Brown Forthcoming in Hillard G. Huntington Energy Modeling Forum 448 Terman Center Stanford

More information

Exergoeconomic analysis and optimization of a combined double flash binary cycle for Ulubelu geothermal power plant in Indonesia

Exergoeconomic analysis and optimization of a combined double flash binary cycle for Ulubelu geothermal power plant in Indonesia IOP Conference Series: Earth and Environmental Science PAPER OPEN ACCESS Exergoeconomic analysis and optimization of a combined double flash binary cycle for Ulubelu geothermal power plant in Indonesia

More information

MULTIPLE POINT SOURCE DISPERSION ANALYSIS OF CO, NO 2, PM 10 AND SO 2 FROM PAITON POWER PLANT USING CALPUFF

MULTIPLE POINT SOURCE DISPERSION ANALYSIS OF CO, NO 2, PM 10 AND SO 2 FROM PAITON POWER PLANT USING CALPUFF International Journal of Civil Engineering and Technology (IJCIET) Volume 9, Issue 1, January 2018, pp. 837 846, Article ID: IJCIET_09_01_081 Available online at http://http://www.iaeme.com/ijciet/issues.asp?jtype=ijciet&vtype=9&itype=1

More information

POWER CHOICES Pathways to carbon-neutral electricity in Europe by 2050 Nicola Rega Advisor Environment and Sustainable Development Policy

POWER CHOICES Pathways to carbon-neutral electricity in Europe by 2050 Nicola Rega Advisor Environment and Sustainable Development Policy POWER CHOICES Pathways to carbon-neutral electricity in Europe by 2050 Nicola Rega Advisor Environment and Sustainable Development Policy Bruges, 18 March 2010 Representing the electricity industry at

More information

The consumer and societal benefits of wind energy in Texas

The consumer and societal benefits of wind energy in Texas The consumer and societal benefits of wind energy in Texas November 2014 Introduction Texas wind energy provides the state with $3.3 billion in societal benefits per year. These benefits include reducing

More information

Annex E: Energy supplementary material

Annex E: Energy supplementary material Annex E: Energy supplementary material E.1 Model formulat i o n For these three variables, energy demand is calculated using elasticities as follows: Q = Q 0 [N N / N 0 ] EN [P N / P 0 ] EP [Y N / Y 0

More information

2030 Power System Study Report to the New England Governors 2009 Economic Study: Scenario Analysis of Renewable Resource Development

2030 Power System Study Report to the New England Governors 2009 Economic Study: Scenario Analysis of Renewable Resource Development 2030 Power System Study Report to the New England Governors 2009 Economic Study: Scenario Analysis of Renewable Resource Development New England Governors Adopt Long-term Renewable Energy Vision States

More information

OPTIMIZATION OF WOVEN FABRIC PRODUCTION IN TEXTILE INDUSTRY OF PT. ARGO PANTES TANGERANG

OPTIMIZATION OF WOVEN FABRIC PRODUCTION IN TEXTILE INDUSTRY OF PT. ARGO PANTES TANGERANG Available online at https://www.ijasrd.org/ International Journal of Advanced Scientific Research & Development Vol. 05, Iss. 04, Ver. I, Apr 2018, pp. 70 76 e-issn: 2395-6089 p-issn: 2394-8906 OPTIMIZATION

More information

THE RENEWABLE ENERGY IN LIBYA: PRESENT DIFFICULTIES AND REMEDIES

THE RENEWABLE ENERGY IN LIBYA: PRESENT DIFFICULTIES AND REMEDIES THE RENEWABLE ENERGY IN LIBYA: PRESENT DIFFICULTIES AND REMEDIES Ali Asheibi, Ashraf Khalil Electrical and Electronic Engineering department Faculty of Engineering Benghazi University Benghazi-Libya Abstract

More information

Jurnal Teknologi DYNAMIC SIMULATION MODEL OF ELECTRICITY ENERGY DEMAND AND POWER PLANT CAPACITY PLANNING IN MADURA. Full Paper

Jurnal Teknologi DYNAMIC SIMULATION MODEL OF ELECTRICITY ENERGY DEMAND AND POWER PLANT CAPACITY PLANNING IN MADURA. Full Paper Jurnal Teknologi DYNAMIC SIMULATION MODEL OF ELECTRICITY ENERGY DEMAND AND POWER PLANT CAPACITY PLANNING IN MADURA Erma Suryani a*, Rully Agus Hendrawan a, Lily Puspa Dewi b a Information Systems Department,

More information

Opportunities and challenges of the Indonesian electrification drive. March 2015

Opportunities and challenges of the Indonesian electrification drive. March 2015 Opportunities and challenges of the Indonesian electrification drive March 2015 Indonesia s new cabinet has announced a new 35GW power plan to meet rising energy needs Opportunity to participate in one

More information

Availability and Costs of Supply-Side Electricity Options

Availability and Costs of Supply-Side Electricity Options Availability and Costs of Supply-Side Electricity Options Revis James Director Energy Technology Assessment Center EPRI Global Climate Change Research Seminar Washington, DC May 20, 2009 Key Messages The

More information

SUSTAINABLE LONG-TERM ELECTRICITY SUPPLY-DEMAND: BOTTOM-UP MODELS REVIEW AND OVERWIEW OF THE PROPOSED FRAMEWORK

SUSTAINABLE LONG-TERM ELECTRICITY SUPPLY-DEMAND: BOTTOM-UP MODELS REVIEW AND OVERWIEW OF THE PROPOSED FRAMEWORK SUSTAINABLE LONG-TERM ELECTRICITY SUPPLY-DEMAND: BOTTOM-UP MODELS REVIEW AND OVERWIEW OF THE PROPOSED FRAMEWORK Yusak Tanoto 1 and Ekadewi A. Handoyo 2 1 Electrical Engineering Department, Petra Christian

More information

Quantifying energy not served in power capacity expansion planning with intermittent sustainable technologies

Quantifying energy not served in power capacity expansion planning with intermittent sustainable technologies Open Access Journal Journal of Power Technologies 95 (1) (2015) 25 33 journal homepage:papers.itc.pw.edu.pl Quantifying energy not served in power capacity expansion planning with intermittent sustainable

More information

Expanding Nuclear Energy s Value Proposition

Expanding Nuclear Energy s Value Proposition Expanding Nuclear Energy s Value Proposition Daniel Lipman Vice President, Supplier and International Programs Nuclear Energy Institute August 21, 2015 NuScale Exposition August 20-21, 2015 Corvallis,

More information

Approaches to Generation Dispatch in Transmission Planning

Approaches to Generation Dispatch in Transmission Planning 21, rue d Artois, F-75008 PARIS Paper 135 GUILIN 2009 Approaches to Generation Dispatch in Transmission Planning P. J. PALERMO KEMA, Inc. USA SUMMARY A critical factor affecting transmission system development

More information

ISSN Ministry Of Energy and Mineral Resources Republic of Indonesia 2017 HANDBOOK OF ENERGY & ECONOMIC STATISTICS OF INDONESIA

ISSN Ministry Of Energy and Mineral Resources Republic of Indonesia 2017 HANDBOOK OF ENERGY & ECONOMIC STATISTICS OF INDONESIA ISSN 2528-3464 Ministry Of Energy and Mineral Resources Republic of Indonesia 2017 HANDBOOK OF ENERGY & ECONOMIC STATISTICS OF INDONESIA ISSN 2528-3464 Ministry Of Energy and Mineral Resources Republic

More information

Optimizing the Generation Capacity Expansion. Cost in the German Electricity Market

Optimizing the Generation Capacity Expansion. Cost in the German Electricity Market Optimizing the Generation Capacity Expansion Cost in the German Electricity Market Hamid Aghaie Research Scientist, AIT Austrian Institute of Technology Novemebr 2017 1 Motivation Energy-only Market Generators

More information