SlideShare a Scribd company logo
1 of 1
Download to read offline
Santiago
Cautin
Concepcion
Chanaral
▲
▲
▲
▼
i : a substation node
j : a power plant node
aij: electricity supply from j to i
dij : transmission distance from j to i
nhd(i) : neighbor nodes of i
Edi : energy distance of i
i
j Power plant
Substation
Transmission
distance dij
Electricity
supply aij
Edi =
f (aij ,dij )
j∈nhd(i)
k
∑
f (aij ,dij )
j∈nhd(i)
k
∑
i=1
n
∑
Transmission load
Department of Energy Science, SKKU
Network Analysis on Electric Power Grid for
Environmental Impacts allocation
Heetae Kim, Petter Holme
BK21 Workshop, 5~6 Feb. 2015, Daemyung Resort, Yangpyeong
Abstract
g CO2/ kWh GWh
0.006 325
0.266 13,450
0.157 7,946
0.285 14,385
0.027 1,358
0.020 1,013
0.239 12,072
Greenhouse gas (GHG) emissions of
Chilean electric power system

= 23.02 Mt CO2-eq
Transmission
distance
Electricity
consumption
1200 MWh 4000 km0 0
Electricity consumption causes environmental impacts such as
greenhouse gas emissions. If one is responsible for environmental impacts
of the electricity consumption, how should the impacts be allocated?
In this study, we introduce a method of environmental impacts allocation.
At first, we use life cycle assessment to estimate the total greenhouse gas
emissions of electric power system. Then, we apply network analysis to
calculate the comprehensive system load of electric power system for
each user. Finally, the environmental impacts of each user are calculated
considering both transmission distance and the amount of consumption.
Environmental impacts
References and acknowledgement
Standard LCA protocol, ISO 14044, ISO (2006)
CDEC-SIC Annual report (2014)
Lo, K. L. et. al (2007) Generation, Transmission & Distribution, IET. 1(6) 904-911
Newman, M.E.J. (2010). Networks: An Introduction. Oxford, UK: Oxford University Press.
National Research
Foundation in Korea
Contact
Kim Heetae
kimheetae@gmail.com
Ph.D. candidate
Energy system / Network analysis / Life cycle assessment
50km
676
66000
kt CO2
30000
Result Conclusions
by energy distanceby consumption
Regional greenhouse gas emissions allocated
Network analysis on electric power grid
↳ Useful complement to LCA analysis
Transmission load adjusted allocation
↳ Consider both of electricity consumption 

and transmission distance
Re-allocate environmental impacts to users
↳ Life cycle assessment on GHG emissions
↳ Energy distance analysis
↳ Make the fair allocation possible
4400 4800 5200

More Related Content

What's hot

Foothill College Energy Program
Foothill College Energy ProgramFoothill College Energy Program
Foothill College Energy ProgramRobert Cormia
 
Wind power integration challenges
Wind power integration challengesWind power integration challenges
Wind power integration challengesRaunaq Shah
 
C03404014015
C03404014015C03404014015
C03404014015theijes
 
Part 1 solar energy_numerical_environmental science_nta_ugc_net_csir
Part 1 solar energy_numerical_environmental science_nta_ugc_net_csirPart 1 solar energy_numerical_environmental science_nta_ugc_net_csir
Part 1 solar energy_numerical_environmental science_nta_ugc_net_csirAmul Patwal
 
Hybrid Power Generation Utilizing Solar Panel and Piezoelectric Tangle
Hybrid Power Generation Utilizing Solar Panel and Piezoelectric TangleHybrid Power Generation Utilizing Solar Panel and Piezoelectric Tangle
Hybrid Power Generation Utilizing Solar Panel and Piezoelectric TangleIRJET Journal
 
Comparison of Photovoltaic Array Maximum Power Point Tracking Techniques
Comparison of Photovoltaic Array Maximum Power Point Tracking TechniquesComparison of Photovoltaic Array Maximum Power Point Tracking Techniques
Comparison of Photovoltaic Array Maximum Power Point Tracking TechniquesAsoka Technologies
 
Modernization of rotational mechanical energy to generate electrical energy.
Modernization of rotational mechanical energy to generate electrical energy.Modernization of rotational mechanical energy to generate electrical energy.
Modernization of rotational mechanical energy to generate electrical energy.Dhiraj Jogekar
 
Foothill College Proposed Energy Program
Foothill College Proposed Energy ProgramFoothill College Proposed Energy Program
Foothill College Proposed Energy ProgramRobert Cormia
 
International Journal of Engineering Research and Development
International Journal of Engineering Research and DevelopmentInternational Journal of Engineering Research and Development
International Journal of Engineering Research and DevelopmentIJERD Editor
 
POWER GENERATION IN INDIA -PVT VS GOVT.
POWER GENERATION IN INDIA -PVT VS GOVT.POWER GENERATION IN INDIA -PVT VS GOVT.
POWER GENERATION IN INDIA -PVT VS GOVT.SHIVAJI CHOUDHURY
 
Iaec Presentation
Iaec PresentationIaec Presentation
Iaec Presentationjameswbos
 
FORECASTING OF RENEWABLE ENERGY PRODUCTION BY USING GENETIC ALGORITHM (GA) FO...
FORECASTING OF RENEWABLE ENERGY PRODUCTION BY USING GENETIC ALGORITHM (GA) FO...FORECASTING OF RENEWABLE ENERGY PRODUCTION BY USING GENETIC ALGORITHM (GA) FO...
FORECASTING OF RENEWABLE ENERGY PRODUCTION BY USING GENETIC ALGORITHM (GA) FO...u772020
 
Active power ouptut optimization for wind farms and thermal units by minimizi...
Active power ouptut optimization for wind farms and thermal units by minimizi...Active power ouptut optimization for wind farms and thermal units by minimizi...
Active power ouptut optimization for wind farms and thermal units by minimizi...IJECEIAES
 
Science Vale UK energy event renewable energy technology - wind
Science Vale UK energy event renewable energy technology - windScience Vale UK energy event renewable energy technology - wind
Science Vale UK energy event renewable energy technology - windScience Vale UK
 

What's hot (20)

Foothill College Energy Program
Foothill College Energy ProgramFoothill College Energy Program
Foothill College Energy Program
 
Utor Navitas
Utor NavitasUtor Navitas
Utor Navitas
 
Wind power integration challenges
Wind power integration challengesWind power integration challenges
Wind power integration challenges
 
C03404014015
C03404014015C03404014015
C03404014015
 
Fair Compensation for Distributed Solar Generation
Fair Compensation for Distributed Solar GenerationFair Compensation for Distributed Solar Generation
Fair Compensation for Distributed Solar Generation
 
Quantum Computing
Quantum ComputingQuantum Computing
Quantum Computing
 
Part 1 solar energy_numerical_environmental science_nta_ugc_net_csir
Part 1 solar energy_numerical_environmental science_nta_ugc_net_csirPart 1 solar energy_numerical_environmental science_nta_ugc_net_csir
Part 1 solar energy_numerical_environmental science_nta_ugc_net_csir
 
Hybrid Power Generation Utilizing Solar Panel and Piezoelectric Tangle
Hybrid Power Generation Utilizing Solar Panel and Piezoelectric TangleHybrid Power Generation Utilizing Solar Panel and Piezoelectric Tangle
Hybrid Power Generation Utilizing Solar Panel and Piezoelectric Tangle
 
Comparison of Photovoltaic Array Maximum Power Point Tracking Techniques
Comparison of Photovoltaic Array Maximum Power Point Tracking TechniquesComparison of Photovoltaic Array Maximum Power Point Tracking Techniques
Comparison of Photovoltaic Array Maximum Power Point Tracking Techniques
 
18 ct-2 (ppe)
18 ct-2 (ppe)18 ct-2 (ppe)
18 ct-2 (ppe)
 
Modernization of rotational mechanical energy to generate electrical energy.
Modernization of rotational mechanical energy to generate electrical energy.Modernization of rotational mechanical energy to generate electrical energy.
Modernization of rotational mechanical energy to generate electrical energy.
 
Science
ScienceScience
Science
 
Foothill College Proposed Energy Program
Foothill College Proposed Energy ProgramFoothill College Proposed Energy Program
Foothill College Proposed Energy Program
 
International Journal of Engineering Research and Development
International Journal of Engineering Research and DevelopmentInternational Journal of Engineering Research and Development
International Journal of Engineering Research and Development
 
POWER GENERATION IN INDIA -PVT VS GOVT.
POWER GENERATION IN INDIA -PVT VS GOVT.POWER GENERATION IN INDIA -PVT VS GOVT.
POWER GENERATION IN INDIA -PVT VS GOVT.
 
Iaec Presentation
Iaec PresentationIaec Presentation
Iaec Presentation
 
D010342331
D010342331D010342331
D010342331
 
FORECASTING OF RENEWABLE ENERGY PRODUCTION BY USING GENETIC ALGORITHM (GA) FO...
FORECASTING OF RENEWABLE ENERGY PRODUCTION BY USING GENETIC ALGORITHM (GA) FO...FORECASTING OF RENEWABLE ENERGY PRODUCTION BY USING GENETIC ALGORITHM (GA) FO...
FORECASTING OF RENEWABLE ENERGY PRODUCTION BY USING GENETIC ALGORITHM (GA) FO...
 
Active power ouptut optimization for wind farms and thermal units by minimizi...
Active power ouptut optimization for wind farms and thermal units by minimizi...Active power ouptut optimization for wind farms and thermal units by minimizi...
Active power ouptut optimization for wind farms and thermal units by minimizi...
 
Science Vale UK energy event renewable energy technology - wind
Science Vale UK energy event renewable energy technology - windScience Vale UK energy event renewable energy technology - wind
Science Vale UK energy event renewable energy technology - wind
 

Viewers also liked

Good Slide Presentations
Good Slide PresentationsGood Slide Presentations
Good Slide Presentationskareneidem
 
Presentación Edgar Catalan
Presentación Edgar CatalanPresentación Edgar Catalan
Presentación Edgar CatalanEdgar Catalan
 
Do you endure short term pain?
Do you endure short term pain?Do you endure short term pain?
Do you endure short term pain?optionsrules
 
AS thriller film, A2 girlband music video (Vixens) --- A/B borderline [39/50]
AS thriller film, A2 girlband music video (Vixens) --- A/B borderline [39/50]AS thriller film, A2 girlband music video (Vixens) --- A/B borderline [39/50]
AS thriller film, A2 girlband music video (Vixens) --- A/B borderline [39/50]DB3igs
 
Optimal Reactive Power Compensation in Electric Transmission Line using STATCOM
Optimal Reactive Power Compensation in Electric Transmission Line using STATCOMOptimal Reactive Power Compensation in Electric Transmission Line using STATCOM
Optimal Reactive Power Compensation in Electric Transmission Line using STATCOMIOSR Journals
 
Optimal Capacitor Placement in Distribution System using Fuzzy Techniques
Optimal Capacitor Placement in Distribution System using Fuzzy TechniquesOptimal Capacitor Placement in Distribution System using Fuzzy Techniques
Optimal Capacitor Placement in Distribution System using Fuzzy TechniquesIDES Editor
 
significance of reactive power and its need of compensation
significance of reactive power and its need of compensationsignificance of reactive power and its need of compensation
significance of reactive power and its need of compensationShubham Sadatkar
 
Reactive power compensation
Reactive power compensationReactive power compensation
Reactive power compensationcijogeorgep
 
Power Quality Issues _Literature Survey
Power Quality Issues _Literature SurveyPower Quality Issues _Literature Survey
Power Quality Issues _Literature SurveyKetan Bhavsar
 

Viewers also liked (11)

Good Slide Presentations
Good Slide PresentationsGood Slide Presentations
Good Slide Presentations
 
Presentación Edgar Catalan
Presentación Edgar CatalanPresentación Edgar Catalan
Presentación Edgar Catalan
 
Do you endure short term pain?
Do you endure short term pain?Do you endure short term pain?
Do you endure short term pain?
 
AS thriller film, A2 girlband music video (Vixens) --- A/B borderline [39/50]
AS thriller film, A2 girlband music video (Vixens) --- A/B borderline [39/50]AS thriller film, A2 girlband music video (Vixens) --- A/B borderline [39/50]
AS thriller film, A2 girlband music video (Vixens) --- A/B borderline [39/50]
 
Optimal Reactive Power Compensation in Electric Transmission Line using STATCOM
Optimal Reactive Power Compensation in Electric Transmission Line using STATCOMOptimal Reactive Power Compensation in Electric Transmission Line using STATCOM
Optimal Reactive Power Compensation in Electric Transmission Line using STATCOM
 
Optimal Capacitor Placement in Distribution System using Fuzzy Techniques
Optimal Capacitor Placement in Distribution System using Fuzzy TechniquesOptimal Capacitor Placement in Distribution System using Fuzzy Techniques
Optimal Capacitor Placement in Distribution System using Fuzzy Techniques
 
significance of reactive power and its need of compensation
significance of reactive power and its need of compensationsignificance of reactive power and its need of compensation
significance of reactive power and its need of compensation
 
Reactive power compensation
Reactive power compensationReactive power compensation
Reactive power compensation
 
Power Quality Issues _Literature Survey
Power Quality Issues _Literature SurveyPower Quality Issues _Literature Survey
Power Quality Issues _Literature Survey
 
Dc motor
Dc motorDc motor
Dc motor
 
40220140503002
4022014050300240220140503002
40220140503002
 

Similar to Network Analysis on Electric Power Grid for Environmental Impacts allocation

Network Theory Integrated Life Cycle Assessment for an Electric Power System
Network Theory Integrated Life Cycle Assessment for an Electric Power SystemNetwork Theory Integrated Life Cycle Assessment for an Electric Power System
Network Theory Integrated Life Cycle Assessment for an Electric Power SystemHeetae Kim
 
Energy Distance in an electric power grid
Energy Distance in an electric power gridEnergy Distance in an electric power grid
Energy Distance in an electric power gridPower System Operation
 
Environmental Profiles for Motors and Transformers
Environmental Profiles for Motors and TransformersEnvironmental Profiles for Motors and Transformers
Environmental Profiles for Motors and TransformersLeonardo ENERGY
 
Estimation & Analysis of a 5KWP Solar Photovoltaic Power Plant at JIS College...
Estimation & Analysis of a 5KWP Solar Photovoltaic Power Plant at JIS College...Estimation & Analysis of a 5KWP Solar Photovoltaic Power Plant at JIS College...
Estimation & Analysis of a 5KWP Solar Photovoltaic Power Plant at JIS College...IRJET Journal
 
Electricity and Climate Change
Electricity and Climate ChangeElectricity and Climate Change
Electricity and Climate ChangeRavenskirk Llp
 
FINAL Understanding the Role of Charge Mobility and Recombination
FINAL Understanding the Role of Charge Mobility and RecombinationFINAL Understanding the Role of Charge Mobility and Recombination
FINAL Understanding the Role of Charge Mobility and RecombinationDavid Lam
 
Physical design and modeling of 25 v dc dc boost converter for stand alone so...
Physical design and modeling of 25 v dc dc boost converter for stand alone so...Physical design and modeling of 25 v dc dc boost converter for stand alone so...
Physical design and modeling of 25 v dc dc boost converter for stand alone so...ecij
 
An automated transmitter positioning system for misalignment compensation of...
An automated transmitter positioning system for misalignment  compensation of...An automated transmitter positioning system for misalignment  compensation of...
An automated transmitter positioning system for misalignment compensation of...IJECEIAES
 
Auto tuning of frequency on wireless power transfer for an electric vehicle
Auto tuning of frequency on wireless power transfer for an electric vehicleAuto tuning of frequency on wireless power transfer for an electric vehicle
Auto tuning of frequency on wireless power transfer for an electric vehicleIJECEIAES
 
Leveling the playing field - the economics of electricity generation in Europe
Leveling the playing field - the economics of electricity generation in EuropeLeveling the playing field - the economics of electricity generation in Europe
Leveling the playing field - the economics of electricity generation in EuropeDavid Owain Clubb
 
IRJET- Grid Connected Solid Oxide Fuel Cell and Solar Photovoltic Hybrid Powe...
IRJET- Grid Connected Solid Oxide Fuel Cell and Solar Photovoltic Hybrid Powe...IRJET- Grid Connected Solid Oxide Fuel Cell and Solar Photovoltic Hybrid Powe...
IRJET- Grid Connected Solid Oxide Fuel Cell and Solar Photovoltic Hybrid Powe...IRJET Journal
 
Strategic Paths to the Future Energy System
Strategic Paths to the Future Energy SystemStrategic Paths to the Future Energy System
Strategic Paths to the Future Energy Systemswissnex San Francisco
 
Dynamic Modeling, Control and Simulation of a Wind and PV Hybrid System for G...
Dynamic Modeling, Control and Simulation of a Wind and PV Hybrid System for G...Dynamic Modeling, Control and Simulation of a Wind and PV Hybrid System for G...
Dynamic Modeling, Control and Simulation of a Wind and PV Hybrid System for G...IJERA Editor
 
Power extraction from wind energy..pptx
Power extraction from wind energy..pptxPower extraction from wind energy..pptx
Power extraction from wind energy..pptxXamilMurad
 
Power extraction from wind energy..pptx
Power extraction from wind energy..pptxPower extraction from wind energy..pptx
Power extraction from wind energy..pptxMuradulkabir
 
Economic and Environmental Analysis of Renewable Energy Systems
Economic and Environmental Analysis of Renewable Energy SystemsEconomic and Environmental Analysis of Renewable Energy Systems
Economic and Environmental Analysis of Renewable Energy Systemslenses
 
stability of power flow analysis of different resources both on and off grid
stability of power flow analysis of different resources both on and off gridstability of power flow analysis of different resources both on and off grid
stability of power flow analysis of different resources both on and off gridrehman1oo
 

Similar to Network Analysis on Electric Power Grid for Environmental Impacts allocation (20)

Network Theory Integrated Life Cycle Assessment for an Electric Power System
Network Theory Integrated Life Cycle Assessment for an Electric Power SystemNetwork Theory Integrated Life Cycle Assessment for an Electric Power System
Network Theory Integrated Life Cycle Assessment for an Electric Power System
 
Energy Distance in an electric power grid
Energy Distance in an electric power gridEnergy Distance in an electric power grid
Energy Distance in an electric power grid
 
Environmental Profiles for Motors and Transformers
Environmental Profiles for Motors and TransformersEnvironmental Profiles for Motors and Transformers
Environmental Profiles for Motors and Transformers
 
Estimation & Analysis of a 5KWP Solar Photovoltaic Power Plant at JIS College...
Estimation & Analysis of a 5KWP Solar Photovoltaic Power Plant at JIS College...Estimation & Analysis of a 5KWP Solar Photovoltaic Power Plant at JIS College...
Estimation & Analysis of a 5KWP Solar Photovoltaic Power Plant at JIS College...
 
Electricity and Climate Change
Electricity and Climate ChangeElectricity and Climate Change
Electricity and Climate Change
 
FINAL Understanding the Role of Charge Mobility and Recombination
FINAL Understanding the Role of Charge Mobility and RecombinationFINAL Understanding the Role of Charge Mobility and Recombination
FINAL Understanding the Role of Charge Mobility and Recombination
 
Physical design and modeling of 25 v dc dc boost converter for stand alone so...
Physical design and modeling of 25 v dc dc boost converter for stand alone so...Physical design and modeling of 25 v dc dc boost converter for stand alone so...
Physical design and modeling of 25 v dc dc boost converter for stand alone so...
 
An automated transmitter positioning system for misalignment compensation of...
An automated transmitter positioning system for misalignment  compensation of...An automated transmitter positioning system for misalignment  compensation of...
An automated transmitter positioning system for misalignment compensation of...
 
Auto tuning of frequency on wireless power transfer for an electric vehicle
Auto tuning of frequency on wireless power transfer for an electric vehicleAuto tuning of frequency on wireless power transfer for an electric vehicle
Auto tuning of frequency on wireless power transfer for an electric vehicle
 
Leveling the playing field - the economics of electricity generation in Europe
Leveling the playing field - the economics of electricity generation in EuropeLeveling the playing field - the economics of electricity generation in Europe
Leveling the playing field - the economics of electricity generation in Europe
 
IRJET- Grid Connected Solid Oxide Fuel Cell and Solar Photovoltic Hybrid Powe...
IRJET- Grid Connected Solid Oxide Fuel Cell and Solar Photovoltic Hybrid Powe...IRJET- Grid Connected Solid Oxide Fuel Cell and Solar Photovoltic Hybrid Powe...
IRJET- Grid Connected Solid Oxide Fuel Cell and Solar Photovoltic Hybrid Powe...
 
Strategic Paths to the Future Energy System
Strategic Paths to the Future Energy SystemStrategic Paths to the Future Energy System
Strategic Paths to the Future Energy System
 
Dynamic Modeling, Control and Simulation of a Wind and PV Hybrid System for G...
Dynamic Modeling, Control and Simulation of a Wind and PV Hybrid System for G...Dynamic Modeling, Control and Simulation of a Wind and PV Hybrid System for G...
Dynamic Modeling, Control and Simulation of a Wind and PV Hybrid System for G...
 
Power extraction from wind energy..pptx
Power extraction from wind energy..pptxPower extraction from wind energy..pptx
Power extraction from wind energy..pptx
 
Power extraction from wind energy..pptx
Power extraction from wind energy..pptxPower extraction from wind energy..pptx
Power extraction from wind energy..pptx
 
Economic and Environmental Analysis of Renewable Energy Systems
Economic and Environmental Analysis of Renewable Energy SystemsEconomic and Environmental Analysis of Renewable Energy Systems
Economic and Environmental Analysis of Renewable Energy Systems
 
poster
posterposter
poster
 
Abstract
AbstractAbstract
Abstract
 
stability of power flow analysis of different resources both on and off grid
stability of power flow analysis of different resources both on and off gridstability of power flow analysis of different resources both on and off grid
stability of power flow analysis of different resources both on and off grid
 
66 ueda system_performance_and_degradation_analysis_of_different_pv_technologies
66 ueda system_performance_and_degradation_analysis_of_different_pv_technologies66 ueda system_performance_and_degradation_analysis_of_different_pv_technologies
66 ueda system_performance_and_degradation_analysis_of_different_pv_technologies
 

More from Heetae Kim

2018 calgary symposium
2018 calgary symposium2018 calgary symposium
2018 calgary symposiumHeetae Kim
 
Anomalous Synchronization Stability of Power-grid Network
Anomalous Synchronization Stability of Power-grid NetworkAnomalous Synchronization Stability of Power-grid Network
Anomalous Synchronization Stability of Power-grid NetworkHeetae Kim
 
PhD Thesis examination
PhD Thesis examinationPhD Thesis examination
PhD Thesis examinationHeetae Kim
 
2015 KPS autumn meeting
2015 KPS autumn meeting 2015 KPS autumn meeting
2015 KPS autumn meeting Heetae Kim
 
Community Consistency Determines the Stability Transition Window of Power-gri...
Community Consistency Determines the Stability Transition Window of Power-gri...Community Consistency Determines the Stability Transition Window of Power-gri...
Community Consistency Determines the Stability Transition Window of Power-gri...Heetae Kim
 
Life cycle assessment on Pyroprocess as a nuclear spent fuel management techn...
Life cycle assessment on Pyroprocess as a nuclear spent fuel management techn...Life cycle assessment on Pyroprocess as a nuclear spent fuel management techn...
Life cycle assessment on Pyroprocess as a nuclear spent fuel management techn...Heetae Kim
 

More from Heetae Kim (7)

2018 calgary symposium
2018 calgary symposium2018 calgary symposium
2018 calgary symposium
 
Anomalous Synchronization Stability of Power-grid Network
Anomalous Synchronization Stability of Power-grid NetworkAnomalous Synchronization Stability of Power-grid Network
Anomalous Synchronization Stability of Power-grid Network
 
Netsci 2016
Netsci 2016Netsci 2016
Netsci 2016
 
PhD Thesis examination
PhD Thesis examinationPhD Thesis examination
PhD Thesis examination
 
2015 KPS autumn meeting
2015 KPS autumn meeting 2015 KPS autumn meeting
2015 KPS autumn meeting
 
Community Consistency Determines the Stability Transition Window of Power-gri...
Community Consistency Determines the Stability Transition Window of Power-gri...Community Consistency Determines the Stability Transition Window of Power-gri...
Community Consistency Determines the Stability Transition Window of Power-gri...
 
Life cycle assessment on Pyroprocess as a nuclear spent fuel management techn...
Life cycle assessment on Pyroprocess as a nuclear spent fuel management techn...Life cycle assessment on Pyroprocess as a nuclear spent fuel management techn...
Life cycle assessment on Pyroprocess as a nuclear spent fuel management techn...
 

Recently uploaded

User Guide: Capricorn FLX™ Weather Station
User Guide: Capricorn FLX™ Weather StationUser Guide: Capricorn FLX™ Weather Station
User Guide: Capricorn FLX™ Weather StationColumbia Weather Systems
 
trihybrid cross , test cross chi squares
trihybrid cross , test cross chi squarestrihybrid cross , test cross chi squares
trihybrid cross , test cross chi squaresusmanzain586
 
User Guide: Pulsar™ Weather Station (Columbia Weather Systems)
User Guide: Pulsar™ Weather Station (Columbia Weather Systems)User Guide: Pulsar™ Weather Station (Columbia Weather Systems)
User Guide: Pulsar™ Weather Station (Columbia Weather Systems)Columbia Weather Systems
 
Manassas R - Parkside Middle School 🌎🏫
Manassas R - Parkside Middle School 🌎🏫Manassas R - Parkside Middle School 🌎🏫
Manassas R - Parkside Middle School 🌎🏫qfactory1
 
Introduction of Human Body & Structure of cell.pptx
Introduction of Human Body & Structure of cell.pptxIntroduction of Human Body & Structure of cell.pptx
Introduction of Human Body & Structure of cell.pptxMedical College
 
OECD bibliometric indicators: Selected highlights, April 2024
OECD bibliometric indicators: Selected highlights, April 2024OECD bibliometric indicators: Selected highlights, April 2024
OECD bibliometric indicators: Selected highlights, April 2024innovationoecd
 
Pests of jatropha_Bionomics_identification_Dr.UPR.pdf
Pests of jatropha_Bionomics_identification_Dr.UPR.pdfPests of jatropha_Bionomics_identification_Dr.UPR.pdf
Pests of jatropha_Bionomics_identification_Dr.UPR.pdfPirithiRaju
 
Q4-Mod-1c-Quiz-Projectile-333344444.pptx
Q4-Mod-1c-Quiz-Projectile-333344444.pptxQ4-Mod-1c-Quiz-Projectile-333344444.pptx
Q4-Mod-1c-Quiz-Projectile-333344444.pptxtuking87
 
办理麦克马斯特大学毕业证成绩单|购买加拿大文凭证书
办理麦克马斯特大学毕业证成绩单|购买加拿大文凭证书办理麦克马斯特大学毕业证成绩单|购买加拿大文凭证书
办理麦克马斯特大学毕业证成绩单|购买加拿大文凭证书zdzoqco
 
Pests of castor_Binomics_Identification_Dr.UPR.pdf
Pests of castor_Binomics_Identification_Dr.UPR.pdfPests of castor_Binomics_Identification_Dr.UPR.pdf
Pests of castor_Binomics_Identification_Dr.UPR.pdfPirithiRaju
 
REVISTA DE BIOLOGIA E CIÊNCIAS DA TERRA ISSN 1519-5228 - Artigo_Bioterra_V24_...
REVISTA DE BIOLOGIA E CIÊNCIAS DA TERRA ISSN 1519-5228 - Artigo_Bioterra_V24_...REVISTA DE BIOLOGIA E CIÊNCIAS DA TERRA ISSN 1519-5228 - Artigo_Bioterra_V24_...
REVISTA DE BIOLOGIA E CIÊNCIAS DA TERRA ISSN 1519-5228 - Artigo_Bioterra_V24_...Universidade Federal de Sergipe - UFS
 
well logging & petrophysical analysis.pptx
well logging & petrophysical analysis.pptxwell logging & petrophysical analysis.pptx
well logging & petrophysical analysis.pptxzaydmeerab121
 
Four Spheres of the Earth Presentation.ppt
Four Spheres of the Earth Presentation.pptFour Spheres of the Earth Presentation.ppt
Four Spheres of the Earth Presentation.pptJoemSTuliba
 
bonjourmadame.tumblr.com bhaskar's girls
bonjourmadame.tumblr.com bhaskar's girlsbonjourmadame.tumblr.com bhaskar's girls
bonjourmadame.tumblr.com bhaskar's girlshansessene
 
User Guide: Magellan MX™ Weather Station
User Guide: Magellan MX™ Weather StationUser Guide: Magellan MX™ Weather Station
User Guide: Magellan MX™ Weather StationColumbia Weather Systems
 
(9818099198) Call Girls In Noida Sector 14 (NOIDA ESCORTS)
(9818099198) Call Girls In Noida Sector 14 (NOIDA ESCORTS)(9818099198) Call Girls In Noida Sector 14 (NOIDA ESCORTS)
(9818099198) Call Girls In Noida Sector 14 (NOIDA ESCORTS)riyaescorts54
 
CHROMATOGRAPHY PALLAVI RAWAT.pptx
CHROMATOGRAPHY  PALLAVI RAWAT.pptxCHROMATOGRAPHY  PALLAVI RAWAT.pptx
CHROMATOGRAPHY PALLAVI RAWAT.pptxpallavirawat456
 

Recently uploaded (20)

User Guide: Capricorn FLX™ Weather Station
User Guide: Capricorn FLX™ Weather StationUser Guide: Capricorn FLX™ Weather Station
User Guide: Capricorn FLX™ Weather Station
 
trihybrid cross , test cross chi squares
trihybrid cross , test cross chi squarestrihybrid cross , test cross chi squares
trihybrid cross , test cross chi squares
 
Let’s Say Someone Did Drop the Bomb. Then What?
Let’s Say Someone Did Drop the Bomb. Then What?Let’s Say Someone Did Drop the Bomb. Then What?
Let’s Say Someone Did Drop the Bomb. Then What?
 
User Guide: Pulsar™ Weather Station (Columbia Weather Systems)
User Guide: Pulsar™ Weather Station (Columbia Weather Systems)User Guide: Pulsar™ Weather Station (Columbia Weather Systems)
User Guide: Pulsar™ Weather Station (Columbia Weather Systems)
 
Manassas R - Parkside Middle School 🌎🏫
Manassas R - Parkside Middle School 🌎🏫Manassas R - Parkside Middle School 🌎🏫
Manassas R - Parkside Middle School 🌎🏫
 
Introduction of Human Body & Structure of cell.pptx
Introduction of Human Body & Structure of cell.pptxIntroduction of Human Body & Structure of cell.pptx
Introduction of Human Body & Structure of cell.pptx
 
OECD bibliometric indicators: Selected highlights, April 2024
OECD bibliometric indicators: Selected highlights, April 2024OECD bibliometric indicators: Selected highlights, April 2024
OECD bibliometric indicators: Selected highlights, April 2024
 
Pests of jatropha_Bionomics_identification_Dr.UPR.pdf
Pests of jatropha_Bionomics_identification_Dr.UPR.pdfPests of jatropha_Bionomics_identification_Dr.UPR.pdf
Pests of jatropha_Bionomics_identification_Dr.UPR.pdf
 
Q4-Mod-1c-Quiz-Projectile-333344444.pptx
Q4-Mod-1c-Quiz-Projectile-333344444.pptxQ4-Mod-1c-Quiz-Projectile-333344444.pptx
Q4-Mod-1c-Quiz-Projectile-333344444.pptx
 
办理麦克马斯特大学毕业证成绩单|购买加拿大文凭证书
办理麦克马斯特大学毕业证成绩单|购买加拿大文凭证书办理麦克马斯特大学毕业证成绩单|购买加拿大文凭证书
办理麦克马斯特大学毕业证成绩单|购买加拿大文凭证书
 
AZOTOBACTER AS BIOFERILIZER.PPTX
AZOTOBACTER AS BIOFERILIZER.PPTXAZOTOBACTER AS BIOFERILIZER.PPTX
AZOTOBACTER AS BIOFERILIZER.PPTX
 
Pests of castor_Binomics_Identification_Dr.UPR.pdf
Pests of castor_Binomics_Identification_Dr.UPR.pdfPests of castor_Binomics_Identification_Dr.UPR.pdf
Pests of castor_Binomics_Identification_Dr.UPR.pdf
 
REVISTA DE BIOLOGIA E CIÊNCIAS DA TERRA ISSN 1519-5228 - Artigo_Bioterra_V24_...
REVISTA DE BIOLOGIA E CIÊNCIAS DA TERRA ISSN 1519-5228 - Artigo_Bioterra_V24_...REVISTA DE BIOLOGIA E CIÊNCIAS DA TERRA ISSN 1519-5228 - Artigo_Bioterra_V24_...
REVISTA DE BIOLOGIA E CIÊNCIAS DA TERRA ISSN 1519-5228 - Artigo_Bioterra_V24_...
 
well logging & petrophysical analysis.pptx
well logging & petrophysical analysis.pptxwell logging & petrophysical analysis.pptx
well logging & petrophysical analysis.pptx
 
Four Spheres of the Earth Presentation.ppt
Four Spheres of the Earth Presentation.pptFour Spheres of the Earth Presentation.ppt
Four Spheres of the Earth Presentation.ppt
 
bonjourmadame.tumblr.com bhaskar's girls
bonjourmadame.tumblr.com bhaskar's girlsbonjourmadame.tumblr.com bhaskar's girls
bonjourmadame.tumblr.com bhaskar's girls
 
User Guide: Magellan MX™ Weather Station
User Guide: Magellan MX™ Weather StationUser Guide: Magellan MX™ Weather Station
User Guide: Magellan MX™ Weather Station
 
(9818099198) Call Girls In Noida Sector 14 (NOIDA ESCORTS)
(9818099198) Call Girls In Noida Sector 14 (NOIDA ESCORTS)(9818099198) Call Girls In Noida Sector 14 (NOIDA ESCORTS)
(9818099198) Call Girls In Noida Sector 14 (NOIDA ESCORTS)
 
Interferons.pptx.
Interferons.pptx.Interferons.pptx.
Interferons.pptx.
 
CHROMATOGRAPHY PALLAVI RAWAT.pptx
CHROMATOGRAPHY  PALLAVI RAWAT.pptxCHROMATOGRAPHY  PALLAVI RAWAT.pptx
CHROMATOGRAPHY PALLAVI RAWAT.pptx
 

Network Analysis on Electric Power Grid for Environmental Impacts allocation

  • 1. Santiago Cautin Concepcion Chanaral ▲ ▲ ▲ ▼ i : a substation node j : a power plant node aij: electricity supply from j to i dij : transmission distance from j to i nhd(i) : neighbor nodes of i Edi : energy distance of i i j Power plant Substation Transmission distance dij Electricity supply aij Edi = f (aij ,dij ) j∈nhd(i) k ∑ f (aij ,dij ) j∈nhd(i) k ∑ i=1 n ∑ Transmission load Department of Energy Science, SKKU Network Analysis on Electric Power Grid for Environmental Impacts allocation Heetae Kim, Petter Holme BK21 Workshop, 5~6 Feb. 2015, Daemyung Resort, Yangpyeong Abstract g CO2/ kWh GWh 0.006 325 0.266 13,450 0.157 7,946 0.285 14,385 0.027 1,358 0.020 1,013 0.239 12,072 Greenhouse gas (GHG) emissions of Chilean electric power system
 = 23.02 Mt CO2-eq Transmission distance Electricity consumption 1200 MWh 4000 km0 0 Electricity consumption causes environmental impacts such as greenhouse gas emissions. If one is responsible for environmental impacts of the electricity consumption, how should the impacts be allocated? In this study, we introduce a method of environmental impacts allocation. At first, we use life cycle assessment to estimate the total greenhouse gas emissions of electric power system. Then, we apply network analysis to calculate the comprehensive system load of electric power system for each user. Finally, the environmental impacts of each user are calculated considering both transmission distance and the amount of consumption. Environmental impacts References and acknowledgement Standard LCA protocol, ISO 14044, ISO (2006) CDEC-SIC Annual report (2014) Lo, K. L. et. al (2007) Generation, Transmission & Distribution, IET. 1(6) 904-911 Newman, M.E.J. (2010). Networks: An Introduction. Oxford, UK: Oxford University Press. National Research Foundation in Korea Contact Kim Heetae kimheetae@gmail.com Ph.D. candidate Energy system / Network analysis / Life cycle assessment 50km 676 66000 kt CO2 30000 Result Conclusions by energy distanceby consumption Regional greenhouse gas emissions allocated Network analysis on electric power grid ↳ Useful complement to LCA analysis Transmission load adjusted allocation ↳ Consider both of electricity consumption 
 and transmission distance Re-allocate environmental impacts to users ↳ Life cycle assessment on GHG emissions ↳ Energy distance analysis ↳ Make the fair allocation possible 4400 4800 5200