Introducing Electricity Dispatchability Features in TIMES modelling FrameworkIEA-ETSAP
This document provides an update on the status of a project to improve the dispatch modeling of power plants in the TIMES energy systems modeling framework. It describes the implementation of a unit commitment (UC) problem into TIMES, which will allow the model to consider start-up costs and minimum run times of power plants when determining the optimal dispatch schedule. The document outlines the key features and constraints of the UC problem being modeled, provides an overview of the current implementation progress and tasks completed, and describes two different approaches - using binary variables or continuous variables - for formulating the UC problem in TIMES. Examples are also presented to demonstrate the UC modeling capabilities.
Energy and environmental impacts of biomass use in the residential Sector: a ...IEA-ETSAP
The document analyzes the energy and environmental impacts of increased biomass use in residential heating in Italy through 2030 under various policy scenarios. It finds that:
1) Under a reference scenario that meets 2020 targets, biomass consumption in the residential sector increases to around 19 Mtoe by 2030, accounting for over 60% of fine particulate emissions.
2) A constant biomass scenario that limits consumption to 2014 levels still meets emissions reductions but achieves a slightly different energy mix.
3) A deeper decarbonization scenario reduces emissions 36% by 2030 primarily through reductions in transport, buildings, and industry, with renewables reaching 28% of total energy supply.
District heating vs Heat-pumps in meeting ambitious climate targets for SwedenIEA-ETSAP
This document discusses a study comparing scenarios with and without district heating (DH) in Sweden to reduce CO2 emissions. A energy system optimization model called TIMES-Sweden was used to analyze the long-term impacts of DH. The results showed that a system with DH can reduce CO2 emissions without increasing power production compared to a system relying more on heat pumps. A DH scenario also used biomass more efficiently and had lower total system costs. The study concluded DH has benefits over heat pumps in decreasing CO2 emissions, even if the power sector is decarbonized.
Energy efficiency and renewable energy modelling with ETSAP TIAM - challenges...IEA-ETSAP
The document discusses challenges, solutions, and opportunities for improving energy modeling with ETSAP-TIAM. Some key issues addressed include model errors, negative production values, outdated socioeconomic data, and counterintuitive results. Proposed solutions involve updating the model and data through version control, constraints, disaggregating traditional biomass, and revisiting assumptions. Overall the model requires ongoing maintenance to remain relevant for addressing important scientific questions around sustainable energy development.
The document discusses the development and use of the Scottish TIMES energy systems model to inform climate change policymaking in Scotland. It provides background on GHG emissions reductions targets and an overview of the model development process which included engagement with policy officials and analysts. A senior suppliers group including directors from relevant organizations provides feedback on modeling results and helps determine optimal pathways to meet emissions targets. Next steps include further modeling, firming up policies to meet abatement goals, public engagement, and publishing the 3rd climate change report by the end of 2016.
How costs affect deployment of low carbon technologies - analysis with JRC-EU...IEA-ETSAP
The document discusses using the JRC-EU-TIMES energy system optimization model to analyze the impacts of technology costs and assumptions on the deployment of low carbon technologies in Europe. The model can explore scenarios assessing different technology sensitivities to provide insights for targeting research and innovation efforts. Examples analyzed include the impacts of solar PV costs and the role of geothermal with and without carbon capture and storage. The model results can indicate potentially cost-effective research and innovation investment levels to achieve breakthrough technology performance levels.
Planning a reliable power system with a high share of renewables in France by...IEA-ETSAP
Planning a reliable power system with a high share of renewables in France by 2050: a new multi-scale, multi-criteria framework
Mr. Yacine Alimou, Mines ParisTech
Introducing Electricity Dispatchability Features in TIMES modelling FrameworkIEA-ETSAP
This document provides an update on the status of a project to improve the dispatch modeling of power plants in the TIMES energy systems modeling framework. It describes the implementation of a unit commitment (UC) problem into TIMES, which will allow the model to consider start-up costs and minimum run times of power plants when determining the optimal dispatch schedule. The document outlines the key features and constraints of the UC problem being modeled, provides an overview of the current implementation progress and tasks completed, and describes two different approaches - using binary variables or continuous variables - for formulating the UC problem in TIMES. Examples are also presented to demonstrate the UC modeling capabilities.
Energy and environmental impacts of biomass use in the residential Sector: a ...IEA-ETSAP
The document analyzes the energy and environmental impacts of increased biomass use in residential heating in Italy through 2030 under various policy scenarios. It finds that:
1) Under a reference scenario that meets 2020 targets, biomass consumption in the residential sector increases to around 19 Mtoe by 2030, accounting for over 60% of fine particulate emissions.
2) A constant biomass scenario that limits consumption to 2014 levels still meets emissions reductions but achieves a slightly different energy mix.
3) A deeper decarbonization scenario reduces emissions 36% by 2030 primarily through reductions in transport, buildings, and industry, with renewables reaching 28% of total energy supply.
District heating vs Heat-pumps in meeting ambitious climate targets for SwedenIEA-ETSAP
This document discusses a study comparing scenarios with and without district heating (DH) in Sweden to reduce CO2 emissions. A energy system optimization model called TIMES-Sweden was used to analyze the long-term impacts of DH. The results showed that a system with DH can reduce CO2 emissions without increasing power production compared to a system relying more on heat pumps. A DH scenario also used biomass more efficiently and had lower total system costs. The study concluded DH has benefits over heat pumps in decreasing CO2 emissions, even if the power sector is decarbonized.
Energy efficiency and renewable energy modelling with ETSAP TIAM - challenges...IEA-ETSAP
The document discusses challenges, solutions, and opportunities for improving energy modeling with ETSAP-TIAM. Some key issues addressed include model errors, negative production values, outdated socioeconomic data, and counterintuitive results. Proposed solutions involve updating the model and data through version control, constraints, disaggregating traditional biomass, and revisiting assumptions. Overall the model requires ongoing maintenance to remain relevant for addressing important scientific questions around sustainable energy development.
The document discusses the development and use of the Scottish TIMES energy systems model to inform climate change policymaking in Scotland. It provides background on GHG emissions reductions targets and an overview of the model development process which included engagement with policy officials and analysts. A senior suppliers group including directors from relevant organizations provides feedback on modeling results and helps determine optimal pathways to meet emissions targets. Next steps include further modeling, firming up policies to meet abatement goals, public engagement, and publishing the 3rd climate change report by the end of 2016.
How costs affect deployment of low carbon technologies - analysis with JRC-EU...IEA-ETSAP
The document discusses using the JRC-EU-TIMES energy system optimization model to analyze the impacts of technology costs and assumptions on the deployment of low carbon technologies in Europe. The model can explore scenarios assessing different technology sensitivities to provide insights for targeting research and innovation efforts. Examples analyzed include the impacts of solar PV costs and the role of geothermal with and without carbon capture and storage. The model results can indicate potentially cost-effective research and innovation investment levels to achieve breakthrough technology performance levels.
Planning a reliable power system with a high share of renewables in France by...IEA-ETSAP
Planning a reliable power system with a high share of renewables in France by 2050: a new multi-scale, multi-criteria framework
Mr. Yacine Alimou, Mines ParisTech
Impact of technology uncertainty on future low-carbon pathways in the UKIEA-ETSAP
This document summarizes the results of a study that used energy systems modeling to explore the impact of technology uncertainty on the long-term development of the UK energy system as it works to meet its emissions reduction target of 80% below 1990 levels by 2050. The study analyzed 32 scenarios that varied the availability, cost and diffusion of key low-carbon technologies like nuclear, CCS, biomass and renewables. The analysis found that restricting technologies like CCS and biomass had the largest impact on costs and the energy system transition. Combined restrictions generally had greater effects than individual restrictions. Carbon prices ranged from £244-7000/tCO2eq in 2050 depending on the scenario.
Impacts of Czech brown coal mines enlargement: assessment by energy model TIM...IEA-ETSAP
The document discusses using the TIMES-CZ energy system model to assess the impacts of possible extensions to Czech brown coal mines. Four scenarios were modeled based on territorial ecological limits (TEL) being broken to different degrees. Results showed brown coal consumption increases with more relaxed TEL but renewable energy sources can compete with nuclear power. Sensitivity analysis indicated fuel switching between hard coal and natural gas. The model will be enhanced with more detailed industry data, demand elasticity, higher time resolution and electricity storage representation.
Modelling Economically optimal heat supply to low energy building areas – The...IEA-ETSAP
The document analyzes the economically optimal heat supply options for new low-energy building areas (LEBs) located near urban areas in Sweden. It models three options: individual heating systems for each building, a small local district heating system within the LEB area, or connecting to the larger district heating system of the nearby urban area. The analysis considers various LEB densities and distances to urban areas. It finds that connecting to a large urban heating network is generally the lowest cost option due to economies of scale in transmission and distribution costs. The cost components, including transmission and distribution costs, vary significantly based on density and distance.
Accounting for changes in investment flows in a soft-linked hybrid modelIEA-ETSAP
The IntERACT model was developed to identify cost-efficient policies to further Denmark's transition to a low-carbon economy by 2050 using a hybrid approach. It soft-links a technology-explicit bottom-up TIMES-DK energy system model with a top-down general equilibrium economic model. The models are iteratively solved to account for feedback between energy prices and investments. Energy service demands and fuel costs from TIMES-DK are transferred to the CGE model, while adjusted demands are fed back. This allows investment flows resulting from changes in energy prices to be considered. The presentation provides an overview of the model setup, linking methodology, and progress implementing the automated iterative linking between models.
Modelling alternative fuel production technologies for the Danish energy and ...IEA-ETSAP
1) The document summarizes a presentation about modeling alternative fuel production technologies for Denmark using residual biomass like agricultural straw.
2) It discusses current Danish energy production and use of biomass, as well as alternative pathways for using straw like biogas production, combustion for heat/power, bioethanol production, and biomass to liquid technologies.
3) Scenarios were modeled in TIMES-DK to analyze the optimal use of straw, with results showing a combination of BTL and biogas technologies provided the most cost effective solution while use for heat/power alone was least attractive.
Evaluation of the role of energy storages in Europe with TIMES PanEUIEA-ETSAP
This document summarizes the results of scenario analyses conducted using the TIMES PanEU energy system model and ESTMAP storage database to evaluate the role of energy storage in Europe. The analyses found that increased electricity demand and electrification of the energy system are needed to meet EU GHG reduction targets. Additional electricity storage capacity investments from 2030 onward are also needed to integrate more variable renewable energy from wind and solar. First investments are in diabatic CAES and battery storage, shifting later to pump storage and adiabatic CAES as costs decrease. Energy storage, along with other flexibility options, helps reduce GHG emissions compared to scenarios relying more on natural gas storage.
Energy sector contribution to climate actionIEA-ETSAP
This document summarizes the findings of a study on the energy sector's contribution to climate action in Latin America. It finds that while Latin America's emissions are currently small at around 9% of the global total, they have grown 57% in the last 40 years and are rising fast. The study uses an energy modeling tool called TIMES-ALyC to evaluate the potential impacts of countries' Nationally Appropriate Mitigation Actions (NAMAs) and Intended Nationally Determined Contributions (INDCs) on emissions and the energy system in Latin America out to 2050. It finds that the INDCs would reduce emissions more significantly than the earlier NAMA pledges, with emissions falling 24-32%
Ongoing Macro-Stand Alone and CGE modelling approaches at UCL Energy InstituteIEA-ETSAP
This document summarizes ongoing macroeconomic modeling work at University College London's Energy Institute. It describes the UK Times Model energy systems model and efforts to link it with a macroeconomic stand-alone model and a computable general equilibrium model. The macro-stand alone model allows exploring the impact of different capital-energy substitution elasticities. Preliminary results show low GDP impacts of climate policies but higher total system costs. Future work includes further comparison of macro modeling approaches and linking the models to assess whole energy-economy impacts of policies.
Should the focus be on broader policy goals or on specific technology targets?IEA-ETSAP
This document provides an overview of the Swiss energy system and scenarios analyzed using the Swiss TIMES Energy Model (STEM). STEM is a whole energy system optimization model of Switzerland that examines the Swiss energy system from primary energy supply to end use across sectors. The document describes scenarios that focus on either achieving a 40% or 60% reduction in transport sector CO2 emissions by 2050 or achieving a system-wide 60-67% CO2 reduction. The results show that a transport sector target alone shifts emissions to other sectors while a system-wide target leads to greater electrification and use of renewable electricity to reduce overall CO2 emissions.
Pushing the limits of TIAM - Achieving well-below 2 degrees scenariosIEA-ETSAP
1) The document discusses modifications made to the TIAM energy systems model to better represent pathways limiting global warming to 1.5 degrees C.
2) Modifications included faster deployment of low-carbon technologies, lower demand through behavior changes and efficiency, and advanced technologies.
3) Model runs with the modifications resulted in lower cumulative CO2 emissions over 2005-2100 compared to the original model, bringing the emissions closer to a 1.5 degree C pathway. However, very deep decarbonization poses challenges in terms of plausibility.
This document summarizes the results of a study applying a methodology called "model archaeology" to analyze the development of the UK MARKAL energy system model over multiple versions from 2002 to 2012. Model archaeology examines changes to a model's inputs (e.g. technology parameters) and outputs (e.g. energy consumption) between versions. The study found the UK MARKAL model evolved through four stages - initial development, experimentation and incremental improvement, reflection, and maturity and reimagining. Input and output metrics were analyzed to understand how changes to technologies, constraints, and parameters influenced outputs over time as the model balanced complexity and accuracy.
Decarbonise and Electrify – Is it Enough to Meet Emission Targets a Case Stud...IEA-ETSAP
This document analyzes pathways for Ireland to achieve an 80% reduction in greenhouse gas emissions by 2050. It finds that:
1) Modeling emissions reductions while ignoring the separate EU targets for emissions trading system (ETS) and non-ETS sectors can provide an inaccurate picture.
2) Requiring Ireland to meet both an 80% overall reduction target and separate ETS and non-ETS targets would result in lower electricity usage overall but higher electrification of transport (15-18% versus current 1%) and residential heating (41-88% versus current 22%).
3) Increased electrification alone may not be enough to achieve an 80% reduction; combining electrification with alternative fuels and carbon capture and storage
Comparing hard-linking (TIMES-MSA) and soft-linking (TIMES-HERMES) methodolog...IEA-ETSAP
This document compares two methodologies - TIMES-MSA (hard-linking) and TIMES-HERMES (soft-linking) - for quantifying the economic impacts of climate mitigation strategies in Ireland. It presents results from modeling an emissions reduction scenario in 2030 using these two approaches. TIMES-MSA models a GDP contraction while TIMES-HERMES models GDP growth due to carbon tax revenue recycling. Next steps include further runs comparing HERMES variants and better understanding differences between structural and production function modeling for Ireland's economy.
Time-slice tool for capturing the characteristics of intermittent renewablesIEA-ETSAP
The document discusses developing a time-slice tool to better capture the variability of intermittent renewables like solar and wind power. It explores setting up different time slices and compares approaches like using a traditional number of time slices versus increasing time slices or using representative days. The goal is to endogenously determine the best tradeoff between number of days and time slice resolution. Results are presented comparing approaches with different numbers of representative days and time slices. A final time-slice tool is planned with inputs for time series data, a maximum number of time slices, and outputs including the number and weights of time slices and values for loads and renewables in each time slice.
Impact of technology uncertainty on future low-carbon pathways in the UKIEA-ETSAP
This document summarizes the results of a study that used energy systems modeling to explore the impact of technology uncertainty on the long-term development of the UK energy system as it works to meet its emissions reduction target of 80% below 1990 levels by 2050. The study analyzed 32 scenarios that varied the availability, cost and diffusion of key low-carbon technologies like nuclear, CCS, biomass and renewables. The analysis found that restricting technologies like CCS and biomass had the largest impact on costs and the energy system transition. Combined restrictions generally had greater effects than individual restrictions. Carbon prices ranged from £244-7000/tCO2eq in 2050 depending on the scenario.
Impacts of Czech brown coal mines enlargement: assessment by energy model TIM...IEA-ETSAP
The document discusses using the TIMES-CZ energy system model to assess the impacts of possible extensions to Czech brown coal mines. Four scenarios were modeled based on territorial ecological limits (TEL) being broken to different degrees. Results showed brown coal consumption increases with more relaxed TEL but renewable energy sources can compete with nuclear power. Sensitivity analysis indicated fuel switching between hard coal and natural gas. The model will be enhanced with more detailed industry data, demand elasticity, higher time resolution and electricity storage representation.
Modelling Economically optimal heat supply to low energy building areas – The...IEA-ETSAP
The document analyzes the economically optimal heat supply options for new low-energy building areas (LEBs) located near urban areas in Sweden. It models three options: individual heating systems for each building, a small local district heating system within the LEB area, or connecting to the larger district heating system of the nearby urban area. The analysis considers various LEB densities and distances to urban areas. It finds that connecting to a large urban heating network is generally the lowest cost option due to economies of scale in transmission and distribution costs. The cost components, including transmission and distribution costs, vary significantly based on density and distance.
Accounting for changes in investment flows in a soft-linked hybrid modelIEA-ETSAP
The IntERACT model was developed to identify cost-efficient policies to further Denmark's transition to a low-carbon economy by 2050 using a hybrid approach. It soft-links a technology-explicit bottom-up TIMES-DK energy system model with a top-down general equilibrium economic model. The models are iteratively solved to account for feedback between energy prices and investments. Energy service demands and fuel costs from TIMES-DK are transferred to the CGE model, while adjusted demands are fed back. This allows investment flows resulting from changes in energy prices to be considered. The presentation provides an overview of the model setup, linking methodology, and progress implementing the automated iterative linking between models.
Modelling alternative fuel production technologies for the Danish energy and ...IEA-ETSAP
1) The document summarizes a presentation about modeling alternative fuel production technologies for Denmark using residual biomass like agricultural straw.
2) It discusses current Danish energy production and use of biomass, as well as alternative pathways for using straw like biogas production, combustion for heat/power, bioethanol production, and biomass to liquid technologies.
3) Scenarios were modeled in TIMES-DK to analyze the optimal use of straw, with results showing a combination of BTL and biogas technologies provided the most cost effective solution while use for heat/power alone was least attractive.
Evaluation of the role of energy storages in Europe with TIMES PanEUIEA-ETSAP
This document summarizes the results of scenario analyses conducted using the TIMES PanEU energy system model and ESTMAP storage database to evaluate the role of energy storage in Europe. The analyses found that increased electricity demand and electrification of the energy system are needed to meet EU GHG reduction targets. Additional electricity storage capacity investments from 2030 onward are also needed to integrate more variable renewable energy from wind and solar. First investments are in diabatic CAES and battery storage, shifting later to pump storage and adiabatic CAES as costs decrease. Energy storage, along with other flexibility options, helps reduce GHG emissions compared to scenarios relying more on natural gas storage.
Energy sector contribution to climate actionIEA-ETSAP
This document summarizes the findings of a study on the energy sector's contribution to climate action in Latin America. It finds that while Latin America's emissions are currently small at around 9% of the global total, they have grown 57% in the last 40 years and are rising fast. The study uses an energy modeling tool called TIMES-ALyC to evaluate the potential impacts of countries' Nationally Appropriate Mitigation Actions (NAMAs) and Intended Nationally Determined Contributions (INDCs) on emissions and the energy system in Latin America out to 2050. It finds that the INDCs would reduce emissions more significantly than the earlier NAMA pledges, with emissions falling 24-32%
Ongoing Macro-Stand Alone and CGE modelling approaches at UCL Energy InstituteIEA-ETSAP
This document summarizes ongoing macroeconomic modeling work at University College London's Energy Institute. It describes the UK Times Model energy systems model and efforts to link it with a macroeconomic stand-alone model and a computable general equilibrium model. The macro-stand alone model allows exploring the impact of different capital-energy substitution elasticities. Preliminary results show low GDP impacts of climate policies but higher total system costs. Future work includes further comparison of macro modeling approaches and linking the models to assess whole energy-economy impacts of policies.
Should the focus be on broader policy goals or on specific technology targets?IEA-ETSAP
This document provides an overview of the Swiss energy system and scenarios analyzed using the Swiss TIMES Energy Model (STEM). STEM is a whole energy system optimization model of Switzerland that examines the Swiss energy system from primary energy supply to end use across sectors. The document describes scenarios that focus on either achieving a 40% or 60% reduction in transport sector CO2 emissions by 2050 or achieving a system-wide 60-67% CO2 reduction. The results show that a transport sector target alone shifts emissions to other sectors while a system-wide target leads to greater electrification and use of renewable electricity to reduce overall CO2 emissions.
Pushing the limits of TIAM - Achieving well-below 2 degrees scenariosIEA-ETSAP
1) The document discusses modifications made to the TIAM energy systems model to better represent pathways limiting global warming to 1.5 degrees C.
2) Modifications included faster deployment of low-carbon technologies, lower demand through behavior changes and efficiency, and advanced technologies.
3) Model runs with the modifications resulted in lower cumulative CO2 emissions over 2005-2100 compared to the original model, bringing the emissions closer to a 1.5 degree C pathway. However, very deep decarbonization poses challenges in terms of plausibility.
This document summarizes the results of a study applying a methodology called "model archaeology" to analyze the development of the UK MARKAL energy system model over multiple versions from 2002 to 2012. Model archaeology examines changes to a model's inputs (e.g. technology parameters) and outputs (e.g. energy consumption) between versions. The study found the UK MARKAL model evolved through four stages - initial development, experimentation and incremental improvement, reflection, and maturity and reimagining. Input and output metrics were analyzed to understand how changes to technologies, constraints, and parameters influenced outputs over time as the model balanced complexity and accuracy.
Decarbonise and Electrify – Is it Enough to Meet Emission Targets a Case Stud...IEA-ETSAP
This document analyzes pathways for Ireland to achieve an 80% reduction in greenhouse gas emissions by 2050. It finds that:
1) Modeling emissions reductions while ignoring the separate EU targets for emissions trading system (ETS) and non-ETS sectors can provide an inaccurate picture.
2) Requiring Ireland to meet both an 80% overall reduction target and separate ETS and non-ETS targets would result in lower electricity usage overall but higher electrification of transport (15-18% versus current 1%) and residential heating (41-88% versus current 22%).
3) Increased electrification alone may not be enough to achieve an 80% reduction; combining electrification with alternative fuels and carbon capture and storage
Comparing hard-linking (TIMES-MSA) and soft-linking (TIMES-HERMES) methodolog...IEA-ETSAP
This document compares two methodologies - TIMES-MSA (hard-linking) and TIMES-HERMES (soft-linking) - for quantifying the economic impacts of climate mitigation strategies in Ireland. It presents results from modeling an emissions reduction scenario in 2030 using these two approaches. TIMES-MSA models a GDP contraction while TIMES-HERMES models GDP growth due to carbon tax revenue recycling. Next steps include further runs comparing HERMES variants and better understanding differences between structural and production function modeling for Ireland's economy.
Time-slice tool for capturing the characteristics of intermittent renewablesIEA-ETSAP
The document discusses developing a time-slice tool to better capture the variability of intermittent renewables like solar and wind power. It explores setting up different time slices and compares approaches like using a traditional number of time slices versus increasing time slices or using representative days. The goal is to endogenously determine the best tradeoff between number of days and time slice resolution. Results are presented comparing approaches with different numbers of representative days and time slices. A final time-slice tool is planned with inputs for time series data, a maximum number of time slices, and outputs including the number and weights of time slices and values for loads and renewables in each time slice.
Enhancing the TIMES New User Experience - Second Step, a VEDA TIMES-Starter M...IEA-ETSAP
The document discusses using the VEDA TIMES-Starter modeling platform to support Costa Rica's efforts under the Partnership for Market Readiness (PMR) to develop pathways for achieving its Nationally Determined Contribution (NDC) targets. The project would build Costa Rica-specific energy system models, analyze baseline and policy scenarios, and provide training to build local expertise in using models for policy analysis and target setting. The VEDA TIMES-Starter is presented as tool that could facilitate this work by drawing on existing modeling best practices and data sources.
Modelling investment decision making in the power sector under imperfect fore...IEA-ETSAP
The document summarizes a study that compares investment decision making under assumptions of perfect foresight versus myopic (limited) foresight in the power sector. Under perfect foresight, private utilities are assumed to know all future conditions with certainty. Under myopic foresight, utilities only consider a limited window of 10 years. The study finds that both assumptions can lead to unrealistic simulations of investment decisions, as private utilities do not actually have perfect information about the long-term future or extrapolate trends beyond their window of foresight. The myopic approach also exogenously determines asset salvage values. The document concludes more realistic models of decision making under uncertainty are still needed.
Kicking off of the ETSAP-TIAM cooperation and version control projectIEA-ETSAP
This document proposes a collaboration using a version control system to jointly develop energy system models. It involves DTU and several other partners. The collaboration would host the ETSAP-TIAM energy model on a version control system to allow all participants to develop and make updates to the same base model. A workshop and documentation would teach participants how to use the version control system. The collaboration would test the system by having participants upload improvements and aim to produce an updated version of the ETSAP-TIAM model.
Inclusion of demand-‐side behavioural parameters in long-‐term energy model...IEA-ETSAP
This document summarizes Roman Kanala's presentation on including demand-side behavioural parameters in long-term energy modeling. It discusses using social MARKAL and TIMES models to account for factors like consumer habits, preferences, and responses to information campaigns. Case studies are presented on modeling residential lighting and heating choices as well as private transportation mode choices. A hybrid simulation-optimization model framework is proposed to better represent how consumer decision making and energy system planning interact over time.
Times Spain: an analytical tool for energy policy assessment in SpainIEA-ETSAP
The document summarizes the TIMES-Spain energy system model. TIMES-Spain represents the Spanish energy system from 2005-2030/2050 and has been used in several European projects and national studies. It includes over 1,786 technologies across six sectors. Scenarios analyzed with TIMES-Spain have provided insights into achieving renewable targets, the role of CCS, internalizing external costs, implications of 2030 climate targets, and impacts on the water-energy-land nexus. Upcoming work includes updating the model within the SINERGIA project to inform Spain's Energy and Climate Plan.
Emission impacts of marginal electricity demand in FranceIEA-ETSAP
This document summarizes research on estimating the carbon dioxide (CO2) emissions impacts of marginal electricity demand increases in France out to the year 2050. The research combined a bottom-up model of future electricity demand with a TIMES model of France's electricity supply system. Preliminary results for one scenario showed CO2 intensities of electricity could reach up to 300 gCO2/kWh by 2050, varying seasonally and hourly. Applying a carbon tax reduced CO2 intensities and even led to negative emissions some hours as biomass with carbon capture and storage displaced other generation. The analysis highlighted the need to better represent plant dynamics and interactions to accurately assess hourly CO2 impacts.
Myopic windows: Temporal trade-offs in decarbonisation pathwaysIEA-ETSAP
Dr. Francis Li presented on myopic windows in decarbonization pathways. Decision timing is uncertain in energy policy, and perfect foresight models are difficult for exploring interim targets and path dependencies. Myopic modeling can explore timing uncertainty by using multiple sequential decisions with new information. Dr. Li reviewed past myopic energy systems optimization models and proposed a workshop for modelers to present scenarios using myopic versions of their models to better inform policy on long-term energy pathways.
Workshop on Sustainability Performance of Energy Systems (SPES)IEA-ETSAP
This document discusses plans for a workshop on sustainability performance indicators for energy systems. The workshop aims to advance the incorporation of economic, social, and environmental indicators into analyses of energy systems. It will bring together ETSAP teams to discuss methodologies, experiences implementing indicators into TIMES models, and the valuation of social and economic sustainability in electricity, cooling and heating. The workshop is scheduled for spring 2017 in Madrid. It will produce proceedings and a report on the discussions. The project budget is estimated at 29,450 euros to cover personnel, travel, and workshop expenses.
This document discusses the demonstration of RES visualisation software that can visualize entire or parts of reference energy systems (RES) models to help with debugging and stakeholder engagement. The software was initially created for ANSWER-MARKAL in 2011 and has since been developed for VEDA-TIMES models with ETSAP funding. The beta version is being demonstrated today and feedback is welcomed to further develop the tool for the ETSAP community by the end of 2016.
Collaboration forum for ETSAP-TIAM based on GIT version controlIEA-ETSAP
The document proposes a collaboration project using version control software to allow multiple partners to develop the ETSAP-TIAM energy modeling system simultaneously. The project would install and configure the version control system, hold a two-day workshop for training, and test the system by having partners upload model improvements. The total proposed budget is 27,200 Euros to cover workshop preparation, travel support, and tools/consultancy.
Integration of VEDA-FE with GIT version controlIEA-ETSAP
This document proposes integrating the VEDA-FE modeling interface with the GIT version control system to make using version control easier. It would allow users to open repository files directly from the VEDA-FE navigator instead of through Windows Explorer. The integration would involve making VEDA-FE aware of the currently selected GIT branch to open the correct file version. This approach could reduce errors from manual file copying and lower the costs for new users to start using version control.
Methodology for incorporating modal choice behaviour in bottom-up energy syst...IEA-ETSAP
This document proposes a methodology for incorporating modal choice behavior into bottom-up energy system models. The methodology introduces transport user heterogeneity by splitting users into groups based on urbanization type and income class. It also incorporates intangible costs to capture differences in preferences across groups. Demand is segmented and a generalized price is calculated for each mode, consumer group, and year. A travel time budget constraint is also included to ensure consistency with observed travel times. The methodology aims to improve behavioral realism over models that use a single representative decision-maker. It is inspired by other hybrid models and requires parameters from a transportation simulation model for calibration.
The document discusses plans to update the ETSAP-TIAM energy-economic model through a collaborative process. It proposes organizing workshops with ETSAP-TIAM users to identify needed updates, revising model data and structures, recalibrating the model, and documenting results. The goals are to facilitate analysis of deep decarbonization scenarios and improve linking of ETSAP-TIAM with other models. A two-year, €100,000 budget is presented to fund updating energy balances and technologies, workshops, recalibration, documentation, and scenario development through biannual phases.
Modelling the demand in Spain with Med-ProIEA-ETSAP
The document summarizes a presentation given at the 70th ETSAP meeting about modeling energy demand in Spain using the MED-Pro energy demand model. Some key points:
- IDAE has experience using various energy models like MEDEE-EUR and MED-Pro to study Spain's energy demand, forecast energy consumption by sector, and evaluate renewable energy and energy efficiency.
- MED-Pro is an end-use energy demand model adapted from the MEDEE suite, with submodels for industry, transport, residential, services, and agriculture. It allows flexible disaggregation and considers factors like technology progress and socioeconomic changes.
- The model is used to project Spain's energy demand over 30 years under different scenarios
Addressing Uncertainty in TIMES Using Monte Carlo AnalysisIEA-ETSAP
1) The project aims to develop Monte Carlo methods to treat uncertainty in the TIMES and TIAM models by propagating uncertainty in socioeconomic, energy-economy coupling, resource availability, and technology cost and climate sensitivity parameters.
2) Monte Carlo simulations will be run using Latin hypercube sampling to reduce the number of runs needed. The methodology will follow approaches used previously in MERGE and Prometheus models.
3) The project will code Monte Carlo simulations into TIMES similarly to the PSI version of MERGE. Applications will assess uncertainty in meeting Ireland's climate targets and the Paris Agreement goals using TIAM.
Introducing external costs for Local Atmospheric Pollution (LAP) in TIAM-MACR...IEA-ETSAP
This document proposes two methods for modeling the co-benefits of reducing local air pollution (LAP) when addressing climate change mitigation in the integrated assessment model TIAM-MACRO.
Method 1 involves defining the costs of LAP and benefits of reducing LAP in the welfare function of the model. Method 2 explicitly treats LAP emissions and externalities by imposing taxes on pollutants to represent the external costs of emissions and incentivize lower emissions.
The proposal is to extend the TIAM database to include LAP emissions, externalities, and control options to allow for cost-benefit and social benefit analyses considering both climate change and LAP impacts. Results would demonstrate the new modeling capabilities and be published in peer-reviewed journals.
Modelling global macroeconomic impacts of a carbon constrained energy system ...IEA-ETSAP
This document outlines a proposed structure and initial results from modelling the global macroeconomic impacts of decarbonizing the energy system using an integrated energy-economy model called ETSAP-TIAM-MSA. The model links the bottom-up energy system model ETSAP-TIAM with a macroeconomic model called MSA. Initial results show that meeting climate targets leads to lower carbon emissions but can reduce GDP by up to 5% in some regions by 2050 compared to baseline scenarios without climate policy. The model captures non-linear demand responses to energy costs that cannot be represented by simple demand elasticities. Further work is needed to refine regional calibrations and test sensitivities.
This presentation created and addressed by Gonzalo Saenz de Miera in the intensive three day course from the BC3, Basque Centre for Climate Change and UPV/EHU (University of the Basque Country) on Climate Change in the Uda Ikastaroak Framework.
The objective of the BC3 Summer School is to offer an updated and multidisciplinary view of the ongoing trends in climate change research. The BC3 Summer School is organized in collaboration with the University of the Basque Country and is a high quality and excellent summer course gathering leading experts in the field and students from top universities and research centres worldwide.
This document discusses the role of energy in mitigating and adapting to climate change. It provides context on drivers of greenhouse gas emissions from energy and discusses options for decarbonizing energy supply and reducing final energy demand. Key points made include that reaching long-term climate goals will require a 3-4x increase in low-carbon energy by 2050 and that demand reductions alone will not be sufficient. The document also notes the challenges of decarbonizing different sectors like transportation. Adaptation strategies for the energy system are also briefly touched upon.
The document discusses the potentials and impacts of developing and adopting energy-efficient distribution transformers (DTs) in the EU from 2006-2008. It finds that replacing older, less efficient transformers across the EU could save up to 18.5 TWh/year of electricity, representing 55.5% of current DT energy losses. The largest potential savings are in electricity distribution companies and the oil-filled transformer industry. A variety of policy measures are proposed, including regulation of utilities, labeling programs, and potential mandatory efficiency standards, to realize these savings potentials by 2025. Barriers to implementing the proposed policies include the long lifetimes of transformers and varying interests of stakeholders.
EmissionsfromOilandGasOperationsinNetZeroTransitions.pdfKhaled Al Awadi
This document summarizes reductions in emissions from oil and gas operations in the International Energy Agency's Net Zero Emissions by 2050 Scenario. In the scenario, emissions intensities from oil and gas operations fall over 50% by 2030 through measures like tackling methane leaks, eliminating non-emergency flaring, electrifying facilities, and using carbon capture. These reductions combined with lower oil and gas consumption result in overall emissions from operations dropping 60% between 2022 and 2030. Achieving these reductions requires $600 billion in investment, which can be recouped quickly from avoided waste and increased income.
CCXG Global Forum October 2018 Breakout Group 3 by Tran Thanh ThuyOECD Environment
Viet Nam's nationally determined contribution outlines goals to reduce greenhouse gas emissions and transition to a low-carbon economy. Greenhouse gas emissions have increased from 103.8 MtCO2e in 1994 to 283.9 MtCO2e in 2014, with energy and agriculture as the largest contributing sectors. Under a business-as-usual scenario, emissions are projected to reach 888.8 MtCO2e by 2030. Nationally, Vietnam commits to an unconditional 9% reduction below the business-as-usual scenario by 2030 and a conditional 16% reduction with international support. Key mitigation options include improving energy efficiency and developing renewable energy in the energy sector and implementing agricultural irrigation and fertilizer management. Challenges to
Laurent Drouet - Physical and Economic Risks of Climate Change.pdfOECD Environment
This OECD technical workshop will bring together leading experts on economic, biophysical, and integrated assessment modelling of the interactions between climate change, biodiversity loss, and pollution. The workshop will take stock of ongoing modelling efforts to develop quantitative pathways to study the drivers and impacts of the triple planetary crisis, and the policies to address it. The aim is to identify robust modelling approaches to inform the work for the upcoming OECD Environmental Outlook.
This document outlines DNV's pathway to achieving net-zero emissions by 2050 in order to limit global warming to 1.5°C. It provides sectoral and regional roadmaps detailing the transformation needed in different parts of the energy system. The pathway requires urgent action and acceleration of policies to deploy renewable energy at massive scale, reduce fossil fuel use by 78%, and implement carbon removal technologies. It presents a technically and politically feasible pathway, though achieving net-zero by 2050 is now highly improbable and would require extraordinary policy efforts and behavioral changes globally. The roadmaps show some sectors and regions could reach net-zero by 2050, but others would need to accelerate further to compensate.
The document summarizes Wood Mackenzie's 2023 Energy Transition Outlook, which models three scenarios for the global energy transition - a base case consistent with 2.5°C warming, a country pledges scenario consistent with below 2°C warming, and a net zero 2050 scenario consistent with 1.5°C warming. The base case sees electricity rising to 22% of final energy demand by 2030 but is not consistent with limiting warming to 1.5°C, while the net zero scenario requires more rapid changes including electricity reaching 50% of final demand by 2050 through technologies like low-carbon hydrogen and CCUS. Annual investment of $2.7 trillion is needed to achieve the net zero scenario compared to
The document provides information on the carbon emissions reporting methodology used by an airport. It details the airport's 2018 carbon emissions by scope. Scope 1 emissions increased slightly while Scope 2 emissions decreased significantly due to changes in methodology. Total emissions decreased from the previous year primarily due to shifting tenant energy consumption from Scope 2 to Scope 3 and using a market-based emissions factor for electricity.
The document discusses Ireland's greenhouse gas emissions and projections. It summarizes that Ireland's emissions increased 21% from 1990 to 2009 but decreased 3% and 8% in subsequent years. Projections estimate emissions will increase 3% by 2020 without additional measures, but could decrease up to 29% with measures. Ireland risks exceeding its 2020 non-emissions target for sectors like agriculture and transport by 4.5 to 30 megatons of CO2, costing €90 million to €600 million. Forest sinks will play an important role in meeting emissions obligations.
Does the EU Emission Trading Scheme ETS Promote Energy Efficiency?Leonardo ENERGY
This policy brief analyzes the main interacting mechanisms between the Energy Efficiency Directive (EED) and the EU Emission Trading Scheme (ETS). It presents a detailed top-down approach, based on the ODYSSEE energy indicators, to identify energy savings from the EU ETS.
The main task consists in isolating those factors that contribute to the change in energy consumption of industrial branches covered by the EU ETS, and the energy transformation sector (mainly the electricity sector).
Speaker:
Wolfgang Eichhammer (Head of the Competence Center Energy Policy and Energy Markets @Fraunhofer Institute for Systems and Innovation Research ISI)
The recordings of this webinar can be watched via:
https://youtu.be/TS6PxIvtaKY
Presentation by Alison Todd during the SBO meeting Climate Group of the OECD Working Party of Parliamentary, Budget Officials and Independent Fiscal Institutions held on 8 December 2022.
- The document provides examples for operationalizing flexibility provisions in the MPGs for reporting greenhouse gas inventories in Common Reporting Formats (CRFs).
- Key considerations in applying flexibility include promoting transparency, accuracy, consistency, comparability and completeness while facilitating technical expert review.
- Examples shown include using notation keys, documentation boxes, tables and footnotes to indicate where flexibility provisions from the MPGs have been applied. This enhances clarity for inventory users and reviewers.
Calculating the environmental impacts of public action -- Nils Axel Braathen,...OECD Governance
This presentation was made by Nils Axel Braathen, OECD, at the Introductory Workshop on Green Budgeting Tools held at the OECD, Paris, on 29 April 2019
Carbon Pricing and International Trade, Andrei Marcu, Founder and Executive D...OECD Environment
Session 4 presentation from the 6th Strategic Dialogue of the Carbon Market Platform, 29-30 June 2021
Similar to Introducing external costs for Local Atmospheric Pollution in TIAM-MACRO to study synergies and co-benefits of climate change mitigation (20)
Variable Renewable Energy in China's TransitionIEA-ETSAP
Variable Renewable Energy in China's Transition
Ding Qiuyu, UCL Energy Institute
16–17th november 2023, Turin, Italy, etsap meeting, etsap winter workshop, semi-annual meeting, november 2023, Politecnico di Torino Lingotto, Torino
The Nordics as a hub for green electricity and fuelsIEA-ETSAP
The Nordics as a hub for green electricity and fuels
Mr. Till ben Brahim, Energy Modelling Lab, Denmark
16–17th november 2023, Turin, Italy, etsap meeting, etsap winter workshop, semi-annual meeting, november 2023, Politecnico di Torino Lingotto, Torino
The role of Norwegian offshore wind in the energy system transitionIEA-ETSAP
The role of Norwegian offshore wind in the energy system transition
Dr. Pernille Seljom, IFE, Norway
16–17th november 2023, Turin, Italy, etsap meeting, etsap winter workshop, semi-annual meeting, november 2023, Politecnico di Torino Lingotto, Torino
Detail representation of molecule flows and chemical sector in TIMES-BE: prog...IEA-ETSAP
Detail representation of molecule flows and chemical sector in TIMES-BE: progress and challenges
Mr. Juan Correa, VITO, Belgium
16–17th november 2023, Turin, Italy, etsap meeting, etsap winter workshop, semi-annual meeting, november 2023, Politecnico di Torino Lingotto, Torino
Green hydrogen trade from North Africa to Europe: optional long-term scenario...IEA-ETSAP
Green hydrogen trade from North Africa to Europe: optional long-term scenarios with the JRC-EU-TIMES model
Ms. Maria Cristina Pinto, RSE - Ricerca sul Sistema Energetico, Italy
Ms. Maria Cristina Pinto, RSE - Ricerca sul Sistema Energetico, Italy
16–17th november 2023, Turin, Italy, etsap meeting, etsap winter workshop, semi-annual meeting, november 2023, Politecnico di Torino Lingotto, Torino
Optimal development of the Canadian forest sector for both climate change mit...IEA-ETSAP
Optimal development of the Canadian forest sector for both climate change mitigation and economic growth: an original application of the North American TIMES Energy Model (NATEM)
16–17th november 2023, Turin, Italy, etsap meeting, etsap winter workshop, semi-annual meeting, november 2023, Politecnico di Torino Lingotto, Torino
Presentation on IEA Net Zero Pathways/RoadmapIEA-ETSAP
Presentation on IEA Net Zero Pathways/Roadmap
Uwe Remme, IEA
16–17th november 2023, Turin, Italy, etsap meeting, etsap winter workshop, semi-annual meeting, november 2023, Politecnico di Torino Lingotto, Torino
Flexibility with renewable(low-carbon) hydrogenIEA-ETSAP
Flexibility with renewable hydrogen
Paul Dodds, Jana Fakhreddine & Kari Espegren, IEA ETSAP
16–17th november 2023, Turin, Italy, etsap meeting, etsap winter workshop, semi-annual meeting, november 2023, Politecnico di Torino Lingotto, Torino
Bioenergy in energy system models with flexibilityIEA-ETSAP
Bioenergy in energy system models with flexibility
Tiina Koljonen & Anna Krook-Riekola, IEA ETSAP
16–17th november 2023, Turin, Italy, etsap meeting, etsap winter workshop, semi-annual meeting, november 2023, Politecnico di Torino Lingotto, Torino
Reframing flexibility beyond power - IEA Bioenergy TCPIEA-ETSAP
Reframing flexibility beyond power
Mr. Fabian Schipfer, IEA Bioenergy TCP
16–17th november 2023, Turin, Italy, etsap meeting, etsap winter workshop, semi-annual meeting, november 2023, Politecnico di Torino Lingotto, Torino
Decarbonization of heating in the buildings sector: efficiency first vs low-c...IEA-ETSAP
Decarbonization of heating in the buildings sector: efficiency first vs low-carbon heating dilemma
16–17th november 2023, Turin, Italy, etsap meeting, etsap winter workshop, semi-annual meeting, november 2023, Politecnico di Torino Lingotto, Torino
Mr. Andrea Moglianesi, VITO, Belgium
The Regionalization Tool: spatial representation of TIMES-BE output data in i...IEA-ETSAP
The Regionalization Tool: spatial representation of TIMES-BE output data in industrial clusters for future energy infrastructure analysis
Ms. Enya Lenaerts Vito/EnergyVille, Belgium
16–17th november 2023, Turin, Italy, etsap meeting, etsap winter workshop, semi-annual meeting, november 2023, Politecnico di Torino Lingotto, Torino
Synthetic methane production prospective modelling up to 2050 in the European...IEA-ETSAP
Synthetic methane production prospective modelling up to 2050 in the European Union
16–17th november 2023, Turin, Italy, etsap meeting, etsap winter workshop, semi-annual meeting, november 2023, Politecnico di Torino Lingotto, Torino
Ms. Marie Codet, Centre de mathématiques appliquées - Mines ParisTech; France
Energy Transition in global Aviation - ETSAP Workshop TurinIEA-ETSAP
Energy Transition in global Aviation - ETSAP Workshop Turin
Mr. Felix Lippkau, IER University of Suttgart, Germany
16–17th november 2023, Turin, Italy, etsap meeting, etsap winter workshop, semi-annual meeting, november 2023, Politecnico di Torino Lingotto, Torino
Integrated Energy and Climate plans: approaches, practices and experiencesIEA-ETSAP
Integrated Energy and Climate plans: approaches, practices and experiences
VO: reduce the distance between modellers and DM,
VO: the work process
- Making modifications collaboratively,
- Running the model,
- Reports and collaborative analysis
VedaOnline
Mr Rocco De Miglio
16–17th november 2023, amit kanudia, etsap meeting, etsap winter workshop, italy, kanors-emr, mr rocco de miglio, mr. amit kanudia kanors-emr, november 2023, politecnico di torino, semi-annual meeting, torino, turin, vedaonline
Updates on Veda provided by Amit Kanudia from KanORS-EMRIEA-ETSAP
Veda online updates - Veda for open-source models
TIMES and OSeMOSYSBrowse, Veda Assistant
VEDA2.0, VEDAONLINE, VEDA
Mr. Amit Kanudia KanORS-EMR
16–17th november 2023, etsap meeting, etsap winter workshop, italy, mr. amit kanudia kanors-emr, november 2023, politecnico di torino lingotto, semi-annual etsap meeting, torino, turin
Energy system modeling activities in the MAHTEP GroupIEA-ETSAP
Energy system modeling activities in the MAHTEP Group
Dr Daniele Lerede, Politecnico di Torino
16–17th november 2023, dr daniele lerede, etsap meeting, etsap winter workshop, italy, mathep group, november 2023, politecnico di torino, semi-annual meeting, turin
Applying science fiction to approach the futureIEA-ETSAP
The document discusses using science fiction to think about future energy systems. It proposes applying system analysis models to explore different technology combinations that meet future energy needs. However, it notes that these models do not consider social factors like behavior and justice. It suggests using genres like climate fiction and solar punk to bring more collective narratives about energy futures. Specifically, it advocates using a hackathon approach to gather knowledge and create imaginary fiction stories around different future scenarios to help build worlds and consider the human aspects of energy system design.
Will it leak?: Discussions of leakage risk from subsurface storage of carbon ...IEA-ETSAP
The document discusses carbon capture and storage (CCS) and the potential risks of leakage from subsurface storage of carbon dioxide. It provides background on CCS, explaining that carbon dioxide is captured from industrial sources and injected underground for permanent storage. It then discusses four main types of potential subsurface leakage: 1) capillary leakage if seal rocks have larger particles, 2) exceeding the fracture gradient of the seal, 3) leakage along or across faults, and 4) leakage from new or legacy boreholes. The document analyzes case studies of both CCS and carbon capture, utilization, and storage (CCUS) projects to illustrate examples of each leakage type. It concludes that CCS/CCUS has a low overall risk but is not
Long-Term Decarbonization Pathways In Emerging Economies: Insights From 12 Mo...IEA-ETSAP
This document summarizes the preliminary results of a study comparing long-term decarbonization pathways in 12 developing countries and 2 regions modeled using the Electricity Planning Model. Key findings include:
1) Ambitious decarbonization would require annual investments of 1-3% of GDP, compared to around 1% for business-as-usual scenarios.
2) Renewables, led by solar, would dominate capacity additions. Conventional plants would operate more flexibly to integrate variable renewables.
3) Achieving deep decarbonization would significantly increase energy costs but carbon prices of $20-120/t could enable cost-effective emissions reductions.
PyData London 2024: Mistakes were made (Dr. Rebecca Bilbro)Rebecca Bilbro
To honor ten years of PyData London, join Dr. Rebecca Bilbro as she takes us back in time to reflect on a little over ten years working as a data scientist. One of the many renegade PhDs who joined the fledgling field of data science of the 2010's, Rebecca will share lessons learned the hard way, often from watching data science projects go sideways and learning to fix broken things. Through the lens of these canon events, she'll identify some of the anti-patterns and red flags she's learned to steer around.
Discover the cutting-edge telemetry solution implemented for Alan Wake 2 by Remedy Entertainment in collaboration with AWS. This comprehensive presentation dives into our objectives, detailing how we utilized advanced analytics to drive gameplay improvements and player engagement.
Key highlights include:
Primary Goals: Implementing gameplay and technical telemetry to capture detailed player behavior and game performance data, fostering data-driven decision-making.
Tech Stack: Leveraging AWS services such as EKS for hosting, WAF for security, Karpenter for instance optimization, S3 for data storage, and OpenTelemetry Collector for data collection. EventBridge and Lambda were used for data compression, while Glue ETL and Athena facilitated data transformation and preparation.
Data Utilization: Transforming raw data into actionable insights with technologies like Glue ETL (PySpark scripts), Glue Crawler, and Athena, culminating in detailed visualizations with Tableau.
Achievements: Successfully managing 700 million to 1 billion events per month at a cost-effective rate, with significant savings compared to commercial solutions. This approach has enabled simplified scaling and substantial improvements in game design, reducing player churn through targeted adjustments.
Community Engagement: Enhanced ability to engage with player communities by leveraging precise data insights, despite having a small community management team.
This presentation is an invaluable resource for professionals in game development, data analytics, and cloud computing, offering insights into how telemetry and analytics can revolutionize player experience and game performance optimization.
Open Source Contributions to Postgres: The Basics POSETTE 2024ElizabethGarrettChri
Postgres is the most advanced open-source database in the world and it's supported by a community, not a single company. So how does this work? How does code actually get into Postgres? I recently had a patch submitted and committed and I want to share what I learned in that process. I’ll give you an overview of Postgres versions and how the underlying project codebase functions. I’ll also show you the process for submitting a patch and getting that tested and committed.
Introducing external costs for Local Atmospheric Pollution in TIAM-MACRO to study synergies and co-benefits of climate change mitigation
1. WIR SCHAFFEN WISSEN – HEUTE FÜR MORGEN
Introducing external costs for Local Atmospheric
Pollution in TIAM-MACRO to study synergies and co-
benefits of climate change mitigation
Socrates Kypreos1, Evangelos Panos1, George Giannidakis2, James Glynn3, and Kathrin Volkart1
1Energy Economics group, Laboratory for Energy Systems Analysis, PSI, Switzerland,
2ETSAP Project Leader, 3University College Cork, Ireland
Semi-Annual ETSAP meeting in Cork Ireland, May 2016
2. • Quantification of synergies and co-benefits of LAP while solving for GCC
(The present assessment of climate change gives unbalanced C/B results
excluding the benefits of LAP contol).
• Improvement of the global model TIAM-MACRO including LAP databases
• Selection of the proper modeling approach for LAP in TIAM-MACRO
• Develop ETSAP software for Post Optimal Analysis (POA) for Burden Sharing (BS)
following different rules
Scope of the IEA-ETSAP Project on
Local Atmospheric pollution (LAP) and
Global Climate Change (GCC)
Page 2
4. • After a period of time making some experiments with the MERGE version of
Johannes Bollen, I concluded that this option is not convenient for TIAM MACRO.
• The main reason being the strong non-linearities of the method to address
PM2.5 (only). One of the basic requirements for TIAM-MACRO to converge is to
solve a linear energy problem in TIAM, with linear constraints.
• Non-liner relations for LAP sould have been included in the MACRO part.
• Such an approach is not sure that converges and requires experimentation and
heuristic methods, but there was not time available for such experiments.
Net-benefits of LAP control could have been
defined in the welfare function, but…
Page 4
5. • One could compensate for negative externalities due to LAP by introducing taxes
per unit of pollution such that the marginal cost of LAP control is equal to the
marginal benefits of avoided pollution (emissions)
• TIAM has the structure (option) to consider directly any taxes per unit of
pollutants in the objective function without any code modification.
• Such taxes have been defined in the past for the Pan-European TIMES model for
the EU NEEDS project and are based on LCA and ExternE results.
• Thus, I had no to reinvent the weel
Explicit treatment of emissions and externalities
Page 5
6. • PSI has developed an approach to extend the NEEDS Externality taxes for EU2010
to the 15 world regions and up to the time horizon of analysis
• CRES was able to specify specific emission data for existing and new technologies
following either energy flows in a sector or technology specific activities
• SK (PSI) has developed a GAMS code for Burden Sharing and 4 rules with and
without externalities
• JG (UCC) has extented the approach for two more rules of BS in the direction of
the Brazilian approach
• The final project report is in preparation
Explicit treatment of emissions and externalities
Page 6
7. Adjustment factors for externalities based on PSI methodology
(WTP,GDP, Population, Urbanization)
Page 7
0
1
2
3
4
5
6
2010 2020 2030 2040 2050 2060 2070 2080 2090 2100
AFR
AUS
CAN
CHI
CSA
EEU
FSU
IND
JPN
MEA
MEX
ODA
SKO
USA
WEU
Figure 1: Total (combined) adjustment factors fr,t [-] for the 15 regions in the TIAM model
and the time periods 2010-2100. 1 = WEU in 2010.
Externality taxes are defined as follows: EX-TAX(rg,yr) = EX-TAX(rg,2010)*f(rg,yr)
8. BS for 2 oC with 66% prob. w/o externalities
Page 8
Efficient solution Global GDP losses of 5.1% with strong regional differences
Eqalitarian rule I: Picture good for LDCs in the first half, bad in the second one
Equal relative GDP losses II: Balanced but not quite fine for LDCs
Full GDP compensation for LDCs III: Balanced but industrialised countries pay high costs
Full EC compensation for LDCs IV: Cheap while LCDs get the needed investments for energy
-20
-15
-10
-5
0
5
10
15
20
AFR AUS CAN CHI CSA EEU FSU IND JPN MEA MEX ODA SKO USA WEU World
GDP Losses and gains (negative) per rule in %
eff rule I Rule II Rule III RuleIV
9. Grandfathuring in 2020 moving to equal
emissions per capita in 2050
Page 9
-5
0
5
10
15
20
25
2020 2030 2040 2050 2060 2070 2080 2090 2100
Per Capita emissions (t CO2/(capXyear): Rule I
AFR AUS CAN CHI CSA EEU FSU IND
JPN MEA MEX ODA SKO USA WEU
10. From grandfathering to eqalitarian
Page 10
-6
-4
-2
0
2
4
6
2020 2030 2040 2050 2060 2070 2080 2090 2100
Rule I: GtC/yr Carbon trade transfers
AFR AUS CAN CHI CSA EEU FSU IND JPN MEA MEX ODA SKO USA WEU
-20
-15
-10
-5
0
5
10
15
20
2020 2030 2040 2050 2060 2070 2080 2090 2100
Rule I: trillion USD/yr /Capital transfers
AFR AUS CAN CHI CSA EEU FSU IND JPN MEA MEX ODA SKO USA WEU
11. Global Emissions BASE and 2°C cases;
Accounting only not optimization
Page 11
0
50
100
150
200
250
300
2020 2020 2050 2050 2080 2080 2100 2100
BASE 2DS BASE 2DS BASE 2DS BASE 2DS
MillionTonnes/yr
NH3 NOX PM10 PM25 SO2 VOX
12. Co-Benefits of LAP Control (POA simulation)
Page 12
0
0.5
1
1.5
2
2.5
3
3.5
4
2020 2030 2040 2050 2060 2070 2080 2090 2100
TlUSD/yr
AFR AUS CAN CHI CSA EEU FSU IND JPN MEA MEX ODA SKO USA WEU
13. Co-Benefits of LAP Control (POA simulation)
Page 13
0
0.5
1
1.5
2
2.5
3
3.5
AFR AUS CAN CHI CSA EEU FSU IND JPN MEA MEX ODA SKO USA WEU
Mean global benefits are 1.05 % of GDP
2020 2030 2040 2050 2060 2070 2080 2090 2100
14. • Market damages are assumed to be proportional to temperature change
• Non market damages are assumed to be quadratic or higher in temperature rise
• The avoided market and non-market damages become apparent in the 2nd half of 21st century
• Benefits of CO2 emission control and those of improved LAP are about 1.76%/yr and
may change the picture of winners and losers by region can motivate for policy actions
Damages due to climate change and benefits of
LAP emissions control
Page 14
0
0.5
1
1.5
2
2.5
3
3.5
4
4.5
5
2020 2030 2040 2050 2060 2070 2080 2090 2100
percent
BASE 2DS NETBenefit
15. Even at zero discount rate the global GDP losses of GCC policies are reduced from 5.14%
to 3.38%; that means the costs of GCC control remains higher than benefits.
Burden sharing for 2oC_66% net of benefits
Page 15
-20
-15
-10
-5
0
5
10
15
20
AFR AUS CAN CHI CSA EEU FSU IND JPN MEA MEX ODA SKO USA WEU World
GDP Losses and Gains (negative) per rule in %
eff rule I Rule II Rule III Rule IV
16. Reduced relative GDP losses by region =
GCC Benefits and LAP-Co-Benefits
Page 16
0
0.5
1
1.5
2
2.5
3
3.5
AFR AUS CAN CHI CSA EEU FSU IND JPN MEA MEX ODA SKO USA WEU World
percentofGDPBASE
eff rule I Rule II Rule III RuleIV
17. • The 2oC is technically feasible and if we choose the proper burden sharing rule it can
also be equitable while the mean GDP gains due to LAP control are about 1% originated
mostly in China followed by Africa.
• Equal relative GDP losses is a balanced burden sharing allocation:
Full compensation of the energy cost for the South is less expensive for the
industrialised countries.
Perhaps a combination of both could convince DCs to participate but it must be clear
they will not go beyond the INDC commitments without compensation
• The climate change mitigation costs can be reduced if benefits of climate change
mitigation (avoided damages) and the co-benefits of LAP control are considered
but control costs are not fully balanced and remain high
• Key technologies for power generation and LAP reduction are wind, solar PV, Nuclear,
coal and gas with CCS; BECCS, synfuel and H2 from biomass while good for CO2
reduction, generate PM
Conclusions
Page 17