Germany's electricity system is undergoing a transition towards higher shares of renewable energy like wind and solar power. While renewable energy now accounts for over 25% of Germany's electricity generation, integrating its variable output is challenging and leading to increasing grid congestion and negative electricity prices at times. The country has advanced electricity markets but could better utilize flexibility from demand response and storage. Recommendations include further developing markets to access more flexibility resources and incentivizing renewable energy to provide grid services as renewable shares rise toward Germany's 2030 and 2050 targets.
The Government will publish the draft EMR Delivery Plan in July 2013. This sets out the Government’s proposed draft strike prices for renewable projects and the plans for a capacity market. Everyone with an interest will have the opportunity to respond to the consultation before final strike prices are set at the end of the year.
In preparation for this DECC has produced an explanation of the methodology underlying the analysis being undertaken to help inform Ministers’ decisions on strike prices.
The explanation is designed to help prepare stakeholders for the consultation in July 2013, enabling them to better understand and respond to the content.
The consultation events held during the summer 2013 will be interactive sessions, during which there will be ample opportunity to raise any queries which these slides may generate.
Training Module on Electricity Market Regulation - SESSION 3 - Price RegulationLeonardo ENERGY
This document summarizes a webinar on electricity price regulation models. It discusses different models including rate-of-return regulation, price cap regulation, revenue cap regulation, sliding scale regulation, and yardstick competition. For each model, it covers an overview, key features, formulas, and examples of practical applications. The webinar also examines design criteria for the different models such as efficiency incentives, information requirements, risks of gaming and regulatory capture, impacts on investment, and regulatory risk.
Carsten Rolle, Executive Director WEC Germany WEC Italia
Slides presentate in occasione del Seminario "The Energy transition in Europe: different pathways, same destination? organizzato da Edison in collaborazione con WEC Italia il 29 maggio 2013 a Roma - TWITTER #NRGstrategy
The document discusses priority areas for developing an energy efficiency cluster in Russia. Three main themes are identified: 1) closing the gap with developed countries, 2) increasing energy efficiency in key industries like oil/gas and metals, and 3) enabling participation in global energy trends. A methodology is presented for prioritizing strategic directions based on attractiveness and feasibility criteria. The top priority areas identified are energy storage, central heating network modernization, new gas and hydro turbines, and industrial waste heat utilization.
Aemo victoria to new south wales interconnector upgrade rit t padr 2019Power System Operation
This document summarizes the key points from a Project Assessment Draft Report prepared jointly by AEMO and TransGrid regarding upgrades to increase the transfer capacity between Victoria and New South Wales. The proposed preferred option identified is to install a second transformer in South Morang and re-tension transmission lines and install modular power flow controllers, delivering approximately $286 million in net market benefits. A range of other credible options were also considered and assessed through modeling different future scenarios. Stakeholder submissions on the draft report are now invited.
Building Energy Management System (BEMS) - Global Market Size, Market Share a...ReportsnReports
This report analyzes the global building energy management systems market from 2011-2020. It finds that the market will grow at an 8.9% compound annual growth rate to $8.9 billion by 2020, driven by growth in Asia-Pacific and Eastern Europe. The report segments the market by region and components (hardware, software, services). It also identifies key drivers like rising energy costs and policies promoting efficiency. Major vendors like Johnson Controls, Schneider Electric, Siemens and Honeywell are profiled. The report provides revenue forecasts, technology analysis, and discusses standards and programs promoting energy efficiency in buildings.
Clean Restructuring: design elements for low carbon wholesale marketsLeonardo ENERGY
The document discusses design elements for low-carbon wholesale markets, including an overview of a clean restructuring report from the 21st Century Power Partnership. It summarizes strategies for improving planning and procurement processes with high levels of clean energy, how to design market rules and operations, considerations for grid expansion and interconnection, and provides a case study on Mexico's clean energy restructuring efforts.
The Government will publish the draft EMR Delivery Plan in July 2013. This sets out the Government’s proposed draft strike prices for renewable projects and the plans for a capacity market. Everyone with an interest will have the opportunity to respond to the consultation before final strike prices are set at the end of the year.
In preparation for this DECC has produced an explanation of the methodology underlying the analysis being undertaken to help inform Ministers’ decisions on strike prices.
The explanation is designed to help prepare stakeholders for the consultation in July 2013, enabling them to better understand and respond to the content.
The consultation events held during the summer 2013 will be interactive sessions, during which there will be ample opportunity to raise any queries which these slides may generate.
Training Module on Electricity Market Regulation - SESSION 3 - Price RegulationLeonardo ENERGY
This document summarizes a webinar on electricity price regulation models. It discusses different models including rate-of-return regulation, price cap regulation, revenue cap regulation, sliding scale regulation, and yardstick competition. For each model, it covers an overview, key features, formulas, and examples of practical applications. The webinar also examines design criteria for the different models such as efficiency incentives, information requirements, risks of gaming and regulatory capture, impacts on investment, and regulatory risk.
Carsten Rolle, Executive Director WEC Germany WEC Italia
Slides presentate in occasione del Seminario "The Energy transition in Europe: different pathways, same destination? organizzato da Edison in collaborazione con WEC Italia il 29 maggio 2013 a Roma - TWITTER #NRGstrategy
The document discusses priority areas for developing an energy efficiency cluster in Russia. Three main themes are identified: 1) closing the gap with developed countries, 2) increasing energy efficiency in key industries like oil/gas and metals, and 3) enabling participation in global energy trends. A methodology is presented for prioritizing strategic directions based on attractiveness and feasibility criteria. The top priority areas identified are energy storage, central heating network modernization, new gas and hydro turbines, and industrial waste heat utilization.
Aemo victoria to new south wales interconnector upgrade rit t padr 2019Power System Operation
This document summarizes the key points from a Project Assessment Draft Report prepared jointly by AEMO and TransGrid regarding upgrades to increase the transfer capacity between Victoria and New South Wales. The proposed preferred option identified is to install a second transformer in South Morang and re-tension transmission lines and install modular power flow controllers, delivering approximately $286 million in net market benefits. A range of other credible options were also considered and assessed through modeling different future scenarios. Stakeholder submissions on the draft report are now invited.
Building Energy Management System (BEMS) - Global Market Size, Market Share a...ReportsnReports
This report analyzes the global building energy management systems market from 2011-2020. It finds that the market will grow at an 8.9% compound annual growth rate to $8.9 billion by 2020, driven by growth in Asia-Pacific and Eastern Europe. The report segments the market by region and components (hardware, software, services). It also identifies key drivers like rising energy costs and policies promoting efficiency. Major vendors like Johnson Controls, Schneider Electric, Siemens and Honeywell are profiled. The report provides revenue forecasts, technology analysis, and discusses standards and programs promoting energy efficiency in buildings.
Clean Restructuring: design elements for low carbon wholesale marketsLeonardo ENERGY
The document discusses design elements for low-carbon wholesale markets, including an overview of a clean restructuring report from the 21st Century Power Partnership. It summarizes strategies for improving planning and procurement processes with high levels of clean energy, how to design market rules and operations, considerations for grid expansion and interconnection, and provides a case study on Mexico's clean energy restructuring efforts.
Poyry - Europe’s energy future – the shape of the beast - Point of ViewPöyry
Decarbonisation requires large scale investment by European energy companies, but threatens their existing revenue streams. Financial investors are becoming wary of the power sector, and new sources of capital are urgently required. Meanwhile, Europe faces a policy dilemma; whether to rely on markets and a strong CO2 regime, or to build national solutions with government-channelled investment. Whichever way this dilemma is
resolved, the traditional role of the electricity companies must adapt: embracing innovation is the first necessary step to the future world.
Evaluation of recent crude and gasoline dynamics including structure, flat price impacts and lightening crude slate.
Assessment of gasoline demand fundamentals in key regions.
Key capacity additions and impacts on arb flows. Analysis of octane and sulphur dynamics around Tier 3 implementation.
This document provides an overview of the methodology for PPS6 EDEN activity 1 on the impact analysis of integrating hydrogen technologies into the Portuguese energy system. The analysis will cover 2020-2050, examining transportation and stationary applications of hydrogen in Portugal. Four scenarios will be examined that combine two learning curves (high and moderate) with two penetration rates (high and moderate) for hydrogen technologies. Key inputs to the analysis, like transportation demand projections and heating demands, are obtained from other modeling exercises and policy documents. The analysis will be performed using the TIMES modeling framework.
Existing supporting regulatory framework For Energy EfficiencyACX
Get up to date with existing and upcoming regulations effecting energy use in Kenya. Learn more on trends in policy making and how this will affect you as a consumer.
Training Module on Electricity Market Regulation - SESSION 1 Regulation gen...Leonardo ENERGY
This session explains the main tasks of regulation and addresses three main questions: what is regulated, where is it regulated, and how is it regulated.
In addition, we explain how the communication between regulators and regulated companies is organised, and how the regulatory performance is measured.
* General tasks of regulators: Price, Quality, Market functioning
* Areas of regulation
* Scope of regulation
* Methods of regulation
* Institutional questions
* Consultation and communication
* Regulatory performance : External performance, Internal Performance
Training Module on Electricity Market Regulation - SESSION 5 - Cost of CapitalLeonardo ENERGY
The weighted average cost of capital (WACC) methodology is a widely accepted method for calculating the allowed rate of return. Regulators use different models to set the allowed cost of capital. This section explains the models and their practical application.
Definition of cost of capital : WACC / Cost of equity / Cost of debt / Capital structure (gearing) / Treatment of taxes
Quantification of cost of capital : CAPM (Capital Assets Pricing Model) / Price Arbitrage Theory / Dividend Growth Model / Comparable Earnings Model / "Precedent Case" Approach
Financial Analysis
Addressing Travel Dynamics in the Era of COVIDNeil Watt
This document summarizes travel dynamics during the COVID-19 pandemic. It discusses declines in personal travel due to increased work from home and restrictions, with Europe seeing larger declines than the US. Road freight was less impacted. It also covers the growth of electric vehicles in Europe and challenges to decarbonizing freight transport. While fuel prices may impact passenger travel, their effect on diesel demand will likely be limited. Infrastructure lags electric vehicle adoption rates. Decarbonizing large freight transport faces major obstacles.
The document summarizes the Czech Republic's position on the European Commission's Green Paper on energy strategy. Key points include:
- The Czech Republic supports creating a common EU energy policy that respects sovereignty over energy sources and local conditions.
- Completing the EU's single energy market is important, but new rules or institutions are not needed until existing legislation is fully assessed. Regional cooperation can help integrate markets.
- Investments in cross-border infrastructure need to be prioritized to improve interconnection between states according to EU targets. Coordination between transmission system operators is also important for reliability.
- Ensuring stable long-term regulation and including energy projects in EU funding programs can stimulate investments in infrastructure and production
The editors of CIGRE's Green Book on electricity supply systems of the future described their journey compiling collective knowledge from CIGRE study committees. This ongoing effort provides CIGRE's technical views on current and future electricity systems. It shows the value of global collaboration among industry and academic experts within CIGRE. CIGRE is the foremost authority on integrated power system expertise.
Meta-review of long-term energy & carbon pricesLeonardo ENERGY
This report presents the findings of a study on future energy and carbon costs, based on a review of 13 long-term scenarios for the energy transition
- Coal, oil, gas, electricity, and carbon future prices are included (throughout this report referred to as “energy vectors”)
- Facts and trends impacting future prices are identified, but not analyzed
- EU countries with available information and in different stages of the energy transition are included
The findings can be summarized as follows:
- Most scenarios expect coal prices will remain virtually flat, with yearly price increases that are lower than those of other fossil fuels.
- Oil prices will be affected by limited supply and a decreasing demand. Most scenarios project a moderate growth of oil real prices from 2020 to 2050, except for particular extreme cases.
- Natural gas demand is projected to increase, but price increases will be moderated by abundant global supply. Natural gas demand is projected to increase, but price increases will be moderated by abundant global supply.
- It is expected that end-user electricity prices will rise driven by fossil fuel prices, carbon prices, and increasing generation costs from RES. Industrial electricity prices are projected to increase in the short term and then stabilize towards 2050. Industrial electricity prices rise under scenarios with higher RES
- CO2 prices will increase and will shift the profitability of carbon intensive technologies towards less carbon intensive ones. All considered scenarios project a strong yearly growth of carbon prices . However, there is a wide variation of estimates.
- Coal, oil or gas prices are not correlated with RES penetration.
The above findings are essentially assumptions behind some of the major scenarios using in energy policy planning. The analysis includes scenarios from Ecofys, the European Commission, DNV GL, Greenpeace, Eurelectric, European Climate Foundation, McKinsey, Enerrgynautics, Fraunhofer, Stanford, Imperial College and NERA.
The technical challenges of integrating high shares of variable renewable energy sources (VRES) are considered mostly known and manageable in Austria.
This report summarizes the main findings of a standardized flexibility tracker analysis for the case of Austria. The present status of flexibility resources potential and implementations are highlighted, as well as comparisons with other systems and recommendations for further work.
Training Module on Electricity Market Regulation - SESSION 6 - Efficiency Ass...Leonardo ENERGY
Regulators use efficiency assessment to set the efficiency targets of the regulated service providers. This session explains the role of the efficiency assessment, the methods to measure efficiency and the incorporation of efficiency results in the price control.
Why measure efficiency?
Methods for efficiency assessments : Uni-dimensional ratio analysis / Statistical and econometric methods / Linear programming methods / Virtual network models
Application of efficiency results o TOTEX versus OPEX benchmarking : Building block approach / Cost controllability (short- and long-term) / Efficiency convergence speed / Capping efficiency scores / Using efficiency bands
This technical and macro-economic study focuses on light duty vehicles -- cars and vans. It has been advised by a broad group of stakeholders in the move to low-carbon transport, including auto producers, technology suppliers, labour groups, energy providers and environmental groups. The resulting fact-base is anticipated to serve as a reference point for discussions around the low-carbon transition.
The model results show that a shift to low-carbon cars and vans increases spending on vehicle technology, a sector in which Europe excels, therefore generating positive direct employment impacts. This shift will also reduce the total cost of running Europe’s auto fleet, leading to mildly positive economic impacts including indirect employment gains.
The analysis showed that a shift to low-carbon vehicles would increase spending on vehicle technology, therefore generating positive direct employment impacts, but potentially adding €1,000-€1,100 to the capital cost of the average new car in 2020. However, these additional technology costs would be offset by fuel savings of around €400 per year, indicating an effective break-even point for drivers of approximately three
years. At the EU level, the cost of running and maintaining the European car fleet would become €33-35 billion lower each year than in a “do nothing scenario” by 2030, leading to positive economic impacts including indirect employment gains.
1. The document analyzes two energy scenarios for the Netherlands in 2030 called "Flowingly Forward" and "Slow Strife" that differ in their success in transitioning to renewable energy.
2. Under the Flowingly Forward scenario, the renewable energy share increases six-fold to 23% by 2030. However, under the Slow Strife scenario, the renewable energy share only increases slightly to 7% due to hampered transition.
3. Key factors in the scenarios include expected changes in energy consumption levels and mix, ability to meet 20-20-20 renewable energy targets, impact of additional energy efficiency measures, and natural gas's continuing role in the transition.
The document summarizes USA activities related to demand-side management (DSM), including demand response and energy efficiency. It notes there has been strong, renewed interest in these areas in the US after a decade of reduced focus. It provides an overview of the US electricity system and regulatory structure. It then discusses the status of demand response and energy efficiency programs and policies in the US, including key reports and initiatives. Barriers to greater adoption are also mentioned.
SCE provided a business update and capital expenditure forecast for 2018-2020:
- SCE is forecasting $13.7 billion in capital expenditures over the period driven by infrastructure investment, grid modernization, and transportation electrification.
- Rate base is forecasted to grow at an average annual rate of 9.8% through 2020 to $33.3 billion, supporting continued core earnings growth.
- Key drivers of investment include safety, reliability, achieving California's climate goals, and supporting the expansion of electric vehicles and other clean technologies.
Austria’s system flexibility progress is advanced, especially regarding flexibility sources (supply, demand, storage) and markets as enabler. The supply side is dominated by flexible gas power plant, clear level playing rules exists for demand side flexibility, pump storage plants are increasingly utilized is exploited and efforts for developing alternative storage options are present. Austria is advanced in sector coupling compared to neighboring countries. Grid development plans are behind schedule and redispatch cost are considerably increasing, resulting in the lowest flexibility grade in the country.
The technical challenges of integrating high shares of variable renewable energy sources (VRES) are considered mostly known and manageable. Nevertheless, the institutional challenges to ensure sufficient flexibility resources are available remain substantial.
This report gives the main findings of a standardized flexibility tracker analysis for the case of Italy. The present status of flexibility resources potential and implementations are highlighted, as well as comparisons with other systems and recommendations for further work.
Tracker highlights
The results show that the countries rank differently regarding the various flexibility options, highlighting the potential to learn from best practices.
The comparative scoring points again at the Italian system characteristics of having a highly flexible conventional fleet and relatively well-developed grids and interconnections. The reason for the former is Italy’s high share of gas and hydro power plants in generation capacities, while the ambition in smart grid/meter pilot projects explains the latter. Italy has made good progress regarding energy efficiency too, and is on track to meet its 2020 targets.
Looking at the market side, Italy still has room for improvement and further work ahead in integrating its wholesale and mainly balancing markets. The participation of the demand side is less-developed compared to other countries. Examples for good practices in these areas are the extensive integration of the demand side flexibility and aggregation in Belgium’ wholesale balancing market and the advanced German wholesale market (incl. intra-day). Additional potential to increase the flexibility of the Italian electricity system is a stronger link to other sectors like the heating/cooling and transport sectors.
Poyry - Europe’s energy future – the shape of the beast - Point of ViewPöyry
Decarbonisation requires large scale investment by European energy companies, but threatens their existing revenue streams. Financial investors are becoming wary of the power sector, and new sources of capital are urgently required. Meanwhile, Europe faces a policy dilemma; whether to rely on markets and a strong CO2 regime, or to build national solutions with government-channelled investment. Whichever way this dilemma is
resolved, the traditional role of the electricity companies must adapt: embracing innovation is the first necessary step to the future world.
Evaluation of recent crude and gasoline dynamics including structure, flat price impacts and lightening crude slate.
Assessment of gasoline demand fundamentals in key regions.
Key capacity additions and impacts on arb flows. Analysis of octane and sulphur dynamics around Tier 3 implementation.
This document provides an overview of the methodology for PPS6 EDEN activity 1 on the impact analysis of integrating hydrogen technologies into the Portuguese energy system. The analysis will cover 2020-2050, examining transportation and stationary applications of hydrogen in Portugal. Four scenarios will be examined that combine two learning curves (high and moderate) with two penetration rates (high and moderate) for hydrogen technologies. Key inputs to the analysis, like transportation demand projections and heating demands, are obtained from other modeling exercises and policy documents. The analysis will be performed using the TIMES modeling framework.
Existing supporting regulatory framework For Energy EfficiencyACX
Get up to date with existing and upcoming regulations effecting energy use in Kenya. Learn more on trends in policy making and how this will affect you as a consumer.
Training Module on Electricity Market Regulation - SESSION 1 Regulation gen...Leonardo ENERGY
This session explains the main tasks of regulation and addresses three main questions: what is regulated, where is it regulated, and how is it regulated.
In addition, we explain how the communication between regulators and regulated companies is organised, and how the regulatory performance is measured.
* General tasks of regulators: Price, Quality, Market functioning
* Areas of regulation
* Scope of regulation
* Methods of regulation
* Institutional questions
* Consultation and communication
* Regulatory performance : External performance, Internal Performance
Training Module on Electricity Market Regulation - SESSION 5 - Cost of CapitalLeonardo ENERGY
The weighted average cost of capital (WACC) methodology is a widely accepted method for calculating the allowed rate of return. Regulators use different models to set the allowed cost of capital. This section explains the models and their practical application.
Definition of cost of capital : WACC / Cost of equity / Cost of debt / Capital structure (gearing) / Treatment of taxes
Quantification of cost of capital : CAPM (Capital Assets Pricing Model) / Price Arbitrage Theory / Dividend Growth Model / Comparable Earnings Model / "Precedent Case" Approach
Financial Analysis
Addressing Travel Dynamics in the Era of COVIDNeil Watt
This document summarizes travel dynamics during the COVID-19 pandemic. It discusses declines in personal travel due to increased work from home and restrictions, with Europe seeing larger declines than the US. Road freight was less impacted. It also covers the growth of electric vehicles in Europe and challenges to decarbonizing freight transport. While fuel prices may impact passenger travel, their effect on diesel demand will likely be limited. Infrastructure lags electric vehicle adoption rates. Decarbonizing large freight transport faces major obstacles.
The document summarizes the Czech Republic's position on the European Commission's Green Paper on energy strategy. Key points include:
- The Czech Republic supports creating a common EU energy policy that respects sovereignty over energy sources and local conditions.
- Completing the EU's single energy market is important, but new rules or institutions are not needed until existing legislation is fully assessed. Regional cooperation can help integrate markets.
- Investments in cross-border infrastructure need to be prioritized to improve interconnection between states according to EU targets. Coordination between transmission system operators is also important for reliability.
- Ensuring stable long-term regulation and including energy projects in EU funding programs can stimulate investments in infrastructure and production
The editors of CIGRE's Green Book on electricity supply systems of the future described their journey compiling collective knowledge from CIGRE study committees. This ongoing effort provides CIGRE's technical views on current and future electricity systems. It shows the value of global collaboration among industry and academic experts within CIGRE. CIGRE is the foremost authority on integrated power system expertise.
Meta-review of long-term energy & carbon pricesLeonardo ENERGY
This report presents the findings of a study on future energy and carbon costs, based on a review of 13 long-term scenarios for the energy transition
- Coal, oil, gas, electricity, and carbon future prices are included (throughout this report referred to as “energy vectors”)
- Facts and trends impacting future prices are identified, but not analyzed
- EU countries with available information and in different stages of the energy transition are included
The findings can be summarized as follows:
- Most scenarios expect coal prices will remain virtually flat, with yearly price increases that are lower than those of other fossil fuels.
- Oil prices will be affected by limited supply and a decreasing demand. Most scenarios project a moderate growth of oil real prices from 2020 to 2050, except for particular extreme cases.
- Natural gas demand is projected to increase, but price increases will be moderated by abundant global supply. Natural gas demand is projected to increase, but price increases will be moderated by abundant global supply.
- It is expected that end-user electricity prices will rise driven by fossil fuel prices, carbon prices, and increasing generation costs from RES. Industrial electricity prices are projected to increase in the short term and then stabilize towards 2050. Industrial electricity prices rise under scenarios with higher RES
- CO2 prices will increase and will shift the profitability of carbon intensive technologies towards less carbon intensive ones. All considered scenarios project a strong yearly growth of carbon prices . However, there is a wide variation of estimates.
- Coal, oil or gas prices are not correlated with RES penetration.
The above findings are essentially assumptions behind some of the major scenarios using in energy policy planning. The analysis includes scenarios from Ecofys, the European Commission, DNV GL, Greenpeace, Eurelectric, European Climate Foundation, McKinsey, Enerrgynautics, Fraunhofer, Stanford, Imperial College and NERA.
The technical challenges of integrating high shares of variable renewable energy sources (VRES) are considered mostly known and manageable in Austria.
This report summarizes the main findings of a standardized flexibility tracker analysis for the case of Austria. The present status of flexibility resources potential and implementations are highlighted, as well as comparisons with other systems and recommendations for further work.
Training Module on Electricity Market Regulation - SESSION 6 - Efficiency Ass...Leonardo ENERGY
Regulators use efficiency assessment to set the efficiency targets of the regulated service providers. This session explains the role of the efficiency assessment, the methods to measure efficiency and the incorporation of efficiency results in the price control.
Why measure efficiency?
Methods for efficiency assessments : Uni-dimensional ratio analysis / Statistical and econometric methods / Linear programming methods / Virtual network models
Application of efficiency results o TOTEX versus OPEX benchmarking : Building block approach / Cost controllability (short- and long-term) / Efficiency convergence speed / Capping efficiency scores / Using efficiency bands
This technical and macro-economic study focuses on light duty vehicles -- cars and vans. It has been advised by a broad group of stakeholders in the move to low-carbon transport, including auto producers, technology suppliers, labour groups, energy providers and environmental groups. The resulting fact-base is anticipated to serve as a reference point for discussions around the low-carbon transition.
The model results show that a shift to low-carbon cars and vans increases spending on vehicle technology, a sector in which Europe excels, therefore generating positive direct employment impacts. This shift will also reduce the total cost of running Europe’s auto fleet, leading to mildly positive economic impacts including indirect employment gains.
The analysis showed that a shift to low-carbon vehicles would increase spending on vehicle technology, therefore generating positive direct employment impacts, but potentially adding €1,000-€1,100 to the capital cost of the average new car in 2020. However, these additional technology costs would be offset by fuel savings of around €400 per year, indicating an effective break-even point for drivers of approximately three
years. At the EU level, the cost of running and maintaining the European car fleet would become €33-35 billion lower each year than in a “do nothing scenario” by 2030, leading to positive economic impacts including indirect employment gains.
1. The document analyzes two energy scenarios for the Netherlands in 2030 called "Flowingly Forward" and "Slow Strife" that differ in their success in transitioning to renewable energy.
2. Under the Flowingly Forward scenario, the renewable energy share increases six-fold to 23% by 2030. However, under the Slow Strife scenario, the renewable energy share only increases slightly to 7% due to hampered transition.
3. Key factors in the scenarios include expected changes in energy consumption levels and mix, ability to meet 20-20-20 renewable energy targets, impact of additional energy efficiency measures, and natural gas's continuing role in the transition.
The document summarizes USA activities related to demand-side management (DSM), including demand response and energy efficiency. It notes there has been strong, renewed interest in these areas in the US after a decade of reduced focus. It provides an overview of the US electricity system and regulatory structure. It then discusses the status of demand response and energy efficiency programs and policies in the US, including key reports and initiatives. Barriers to greater adoption are also mentioned.
SCE provided a business update and capital expenditure forecast for 2018-2020:
- SCE is forecasting $13.7 billion in capital expenditures over the period driven by infrastructure investment, grid modernization, and transportation electrification.
- Rate base is forecasted to grow at an average annual rate of 9.8% through 2020 to $33.3 billion, supporting continued core earnings growth.
- Key drivers of investment include safety, reliability, achieving California's climate goals, and supporting the expansion of electric vehicles and other clean technologies.
Austria’s system flexibility progress is advanced, especially regarding flexibility sources (supply, demand, storage) and markets as enabler. The supply side is dominated by flexible gas power plant, clear level playing rules exists for demand side flexibility, pump storage plants are increasingly utilized is exploited and efforts for developing alternative storage options are present. Austria is advanced in sector coupling compared to neighboring countries. Grid development plans are behind schedule and redispatch cost are considerably increasing, resulting in the lowest flexibility grade in the country.
The technical challenges of integrating high shares of variable renewable energy sources (VRES) are considered mostly known and manageable. Nevertheless, the institutional challenges to ensure sufficient flexibility resources are available remain substantial.
This report gives the main findings of a standardized flexibility tracker analysis for the case of Italy. The present status of flexibility resources potential and implementations are highlighted, as well as comparisons with other systems and recommendations for further work.
Tracker highlights
The results show that the countries rank differently regarding the various flexibility options, highlighting the potential to learn from best practices.
The comparative scoring points again at the Italian system characteristics of having a highly flexible conventional fleet and relatively well-developed grids and interconnections. The reason for the former is Italy’s high share of gas and hydro power plants in generation capacities, while the ambition in smart grid/meter pilot projects explains the latter. Italy has made good progress regarding energy efficiency too, and is on track to meet its 2020 targets.
Looking at the market side, Italy still has room for improvement and further work ahead in integrating its wholesale and mainly balancing markets. The participation of the demand side is less-developed compared to other countries. Examples for good practices in these areas are the extensive integration of the demand side flexibility and aggregation in Belgium’ wholesale balancing market and the advanced German wholesale market (incl. intra-day). Additional potential to increase the flexibility of the Italian electricity system is a stronger link to other sectors like the heating/cooling and transport sectors.
Responding To Continual Energy Market ChangeCTRM Center
The European power and gas industry is currently going through a period of very rapid change that has potentially far reaching consequences. While change is certainly no stranger to the industry, it requires players in the industry to constantly re-evaluate their business process and technology infrastructures in order to adapt and thrive.
The sEEnergies project aims to operationalize the energy efficiency first principle (EEFP) both qualitatively and quantitatively. It will develop a decision support tool combining sector-specific energy demand models to analyze EE potentials from an energy systems perspective. Bottom-up models of buildings, transport, industry and grids will provide cost curves and potentials for EE measures. Scenarios from the EU's "A Clean Planet for All" will be used as common references. Energy system modelling will assess EEFP impacts and enable scenarios assessing synergies. A spatial model will map supply and demand and efficiency potentials. Heat Roadmap Europe provides recommendations including prioritizing savings over supply, utilizing excess heat and renewable energy in district heating, and establishing
WEF global energy architecture (2015). Lecturas recomendadas. Antonio SerranoEcologistas en Accion
This document summarizes the key findings from the World Economic Forum's Energy Architecture Performance Index (EAPI) 2015 report. The top-ranked country was Switzerland, scoring highly across economic, environmental, and energy access indicators. Progress on improving energy efficiency and transitioning to low-carbon energy has been slow, with over 1/3 of countries having non-carbon sources below 10% of supply. Energy access remains a challenge for many developing economies. The report also analyzes energy reforms underway in major emerging economies and lessons learned, including the need to build long-term resilience, enact effective policies through solid institutions, attract investment, reform subsidies, and engage the public.
Since 2010, the world has added more solar photovoltaic (PV) capacity than in the previous four decades. New systems were installed in 2013 at a rate of 100 megawatts (MW) of capacity per day. Total global capacity overtook 150 gigawatts (GW) in early 2014. The geographical pattern of deployment is rapidly changing. While a few European countries, led by Germany and Italy, initiated large-scale PV development, PV systems are now expanding in other parts of the world, often under sunnier skies. Since 2013, the People’s Republic of China has led the global PV market, followed by Japan and the United States. PV system prices have been divided by three in six years in most markets, while module prices have been divided by five. The cost of electricity from new built systems varies from USD 90 to USD 300/MWh depending on the solar resource; the type, size and cost of systems; maturity of markets and costs of capital. This roadmap envisions PV’s share of global electricity reaching 16% by 2050, a significant increase from the 11% goal in the 2010 roadmap. PV generation would contribute 17% to all clean electricity, and 20% of all renewable electricity. China is expected to continue leading the global market, accounting for about 37% of global capacity by 2050. Achieving this roadmap’s vision of 4 600 GW of installed PV capacity by 2050 would avoid the emission of up to 4 gigatonnes (Gt) of carbon dioxide (CO2) annually. This roadmap assumes that the costs of electricity from PV in different parts of the world will converge as markets develop, with an average cost reduction of 25% by 2020, 45% by 2030, and 65% by 2050, leading to a range of USD 40 to 160/MWh, assuming a cost of capital of 8%. To achieve the vision in this roadmap, the total PV capacity installed each year needs to rise rapidly, from 36 GW in 2013 to 124 GW per year on average, with a peak of 200 GW per year between 2025 and 2040. Including the cost of repowering – the replacement of older installations – annual investment needs to reach an average of about USD 225 billion, more than twice that of 2013.
IEA Technology roadmap solar photovoltaic energy 2014 Andrew Gelston
This document provides a summary and update of the International Energy Agency's 2014 technology roadmap for solar photovoltaic energy. It envisions solar PV providing up to 16% of global electricity by 2050, compared to 11% in the 2010 roadmap. Significant cost reductions have already been achieved, with further reductions possible through targeted research and development. Large-scale integration of variable solar PV will require measures to ensure grid stability and flexibility. Clear and predictable policy support is needed to continue driving down costs and overcoming non-economic barriers to deployment in order to achieve the roadmap's vision.
Webinar - Support Schemes for Renewable Energy Development and Grid DevelopmentLeonardo ENERGY
Some fundamental questions for any country willing to introduce renewables and distributed generation are:
* Which are the different incentive schemes for the promotion of distributed generation and renewables?
* Feed-in Tariffs, Quota Obligation, Tenders, Fiscal Incentives… What is proved to work and what failed?
* Accommodating increasing amounts of distributed generation requires new grid developments; which are the incentives?
This document contains a proposal for a solar energy group to develop and launch an energy storage device. It includes an assessment of various energy storage technologies and an analysis of energy consumption trends in the UK. It then provides an 8-stage business plan to bring a new energy storage product to market. The proposal recommends using flow battery technology due to its low cost, long lifespan, and suitability for residential applications. The business plan outlines the product development process and involvement of different company departments to successfully launch the new product.
Can Europe deliver on energy efficiency? Investigating the effectiveness of A...Leonardo ENERGY
Article 7 is a key provision of the European Energy Efficiency Directive which established a set of binding measures to help the EU reach its 20% energy efficiency target by 2020. Each member state has to calculate its own savings target, and demonstrate how it will deliver the target between 2014 and 2020. This webinar introduces the main features of Article 7, shows how member states have implemented it, and discusses the challenge of evaluating its impact given the heterogeneity of policy responses.
The webinar will conclude with a number of options how a revised Article 7 can be simplified and streamlined, how transparency of implementation can be improved and how member states could be supported to deliver energy efficiency more effectively.
Industry flexibility and demand response applying german energy transition le...Meyli Valin Fernández
This document summarizes a study that compares demand side management (DSM) policies in Germany and Chile. Germany is recognized as an early adopter of renewable energy and DSM policies, while Chile is a newer entrant pursuing an accelerated energy transition. The study reviews DSM developments in both countries, with a focus on demand response (DR) policies and lessons for Chile from Germany's experience. Key findings include that Germany has been more successful implementing energy efficiency measures than DR policies, while Chile is still developing DSM programs. The study aims to provide recommendations to help Chile better utilize DSM and DR to support its growing renewable energy integration.
Auctions for energy efficiency and the experience of renewablesLeonardo ENERGY
Auctions are an emerging market-based policy instrument to promote energy efficiency that has started to gain traction in the EU and worldwide. This presentation provides an overview and comparison of several energy efficiency auctions and derives conclusions on the effects of design elements based on auction theory and on experiences of renewable energy auctions. We include examples from energy efficiency auctions in Brazil, Canada, Germany, Portugal, Switzerland, Taiwan, UK, and US.
A recording of this presentation can be viewed at:
https://youtu.be/aC0h4cXI9Ug
The document discusses how increasing focus on sustainable production is driving the need for more energy efficient industrial processes. It examines strategies for improving energy efficiency that focus on equipment, processes, and operator engagement. The document argues that an "energy-aware" distributed control system (DCS) that integrates energy and production data can help industries better understand their energy usage, identify inefficiencies, and implement targeted changes to achieve significant energy savings.
02 epia m-latour - budapest - 22 09 2011pvsinbloom
1) Building on the experience of European markets, PV market growth and policy recommendations were discussed to sustainably develop PV markets in the long term.
2) Key recommendations included implementing sustainable support mechanisms like feed-in tariffs, streamlining administrative procedures, and guaranteeing efficient grid connection processes.
3) PV generation costs are decreasing faster than expected, and grid parity could be reached in some market segments before 2020 if policies continue to encourage PV development and prices continue to decline approximately 50% by the end of the decade.
BUILDING ON THE PV EXPERIENCE OF EUROPEAN MARKETSpvsinbloom
PV Market Status in 2010 and prospects for 2011
Market Outlook until 2015
Policy recommendations to sustainably develop a market
PV on the road to competitiveness
The Digitally Enabled Grid: What is the future of the utility distribution business? Mapping out a new role for electricity distribution in an era of disruption.
Replicable NAMA Concept - Promoting the Use of Energy Efficient Motors in Ind...Leonardo ENERGY
* Introduces Nationally Appropriate Mitigation Actions (NAMAs).
* Proposed structure and design of the NAMA.
* Template for countries wishing to adopt the NAMA concept.
100 Renewable Electricity A Roadmap To 2050 For Europe And North AfricaJasmine Dixon
This document summarizes a report about achieving 100% renewable electricity in Europe and North Africa by 2050. It acknowledges contributions from various organizations that helped develop the report. The report examines the current electricity situation and challenges facing the region, and presents a roadmap to transition to an integrated power market with 100% renewable electricity generation by 2050. Key components of the vision include a "SuperSmart Grid", rapid scaling up of all forms of renewable power, and large-scale imports of renewable power from North Africa to Europe.
Similar to Flexibility Tracker Country Report - Germany (20)
A new generation of instruments and tools to monitor buildings performanceLeonardo ENERGY
What is the added value of monitoring the flexibility, comfort, and well-being of a building? How can occupants be better informed about the performance of their building? And how to optimize a building's maintenance?
The slides were presented during a webinar and roundtable with a focus on a new generation of instruments and tools to monitor buildings' performance, and their link with the Smart Readiness Indicator (SRI) for buildings as introduced in the EU's Energy Performance of Buildings Directive (EPBD).
Link to the recordings: https://youtu.be/ZCFhmldvRA0
Addressing the Energy Efficiency First Principle in a National Energy and Cli...Leonardo ENERGY
When designing energy and climate policies, EU Member States have to apply the Energy Efficiency First Principle: priority should be given to measures reducing energy consumption before other decarbonization interventions are adopted. This webinar summarizes elements of the energy and climate policy of Cyprus illustrating how national authorities have addressed this principle so far, and outline challenges towards its much more rigorous implementation that is required in the coming years.
Energy efficiency first – retrofitting the building stock finalLeonardo ENERGY
Retrofitting the building stock is a challenging undertaking in many respects - including costs. Can it nevertheless qualify as a measure under the Energy Efficiency First principle? Which methods can be applied for the assessment and what are the results in terms of the cost-effectiveness of retrofitting the entire residential building stock? How do the results differ for minimization of energy use, CO2 emissions and costs? And which policy conclusions can be drawn?
This presentation was used during the 18th webinar in the Odyssee-Mure on Energy Efficiency Academy on February 3, 2022.
A link to the recording: https://youtu.be/4pw_9hpA_64
How auction design affects the financing of renewable energy projects Leonardo ENERGY
Recording available at https://youtu.be/lPT1o735kOk
Renewable energy auctions might affect the financing of renewable energy (RE) projects. This webinar presents the results of the AURES II project exploring this topic. It discusses how auction designs ranging from bid bonds to penalties and remuneration schemes impact financing and discusses creating a low-risk auction support framework.
This presentation discusses the contribution of Energy Efficiency Funds to the financing of energy efficiency in Europe. The analysis is based on the MURE database on energy efficiency policies. As an example, the German Energy Efficiency Fund is described in more detail.
This is the 17th webinar in the Odyssee-Mure on Energy Efficiency Academy.
Recordings are available on: https://youtu.be/KIewOQCgQWQ
(see updated version of this presentation:
https://www.slideshare.net/sustenergy/energy-efficiency-funds-in-europe-updated)
The Energy Efficiency First Principle is a key pillar of the European Green Deal. A prerequisite for its widespread application is to secure financing for energy efficiency investments.
This presentation discusses the contribution of Energy Efficiency Funds to the financing of energy efficiency in Europe. The analysis is based on the MURE database on energy efficiency policies. As an example, the German Energy Efficiency Fund is described in more detail.
This is the 17th webinar in the Odyssee-Mure on Energy Efficiency Academy.
Recordings are available on: https://youtu.be/KIewOQCgQWQ
Five actions fit for 55: streamlining energy savings calculationsLeonardo ENERGY
During the first year of the H2020 project streamSAVE, multiple activities were organized to support countries in developing savings estimations under Art.3 and Art.7 of the Energy Efficiency Directive (EED).
A fascinating output of the project so far is the “Guidance on Standardized saving methodologies (energy, CO2 and costs)” for a first round of five so-called Priority Actions. This Guidance will assist EU member states in more accurately calculating savings for a set of new energy efficiency actions.
This webinar presents this Guidance and other project findings to the broader community, including industry and markets.
AGENDA
14:00 Introduction to streamSAVE
(Nele Renders, Project Coordinator)
14:10 Views from the EU Commission and the link with Fit-for-55 (Anne-Katherina Weidenbach, DG ENER)
14:20 The streamSAVE guidance and its platform illustrated (Elisabeth Böck, AEA)
14:55 A view from industry: What is the added value of streamSAVE (standardized) methods in frame of the EED (Conor Molloy, AEMS ECOfleet)
14:55 Country experiences: the added value of standardized methods (Elena Allegrini, ENEA, Italy)
The recordings of the webinar can be found on https://youtu.be/eUht10cUK1o
This webinar analyses energy efficiency trends in the EU for the period 2014-2019 and the impact of COVID-19 in 2020 (based on estimates from Enerdata).
The speakers present the overall trend in total energy supply and in final energy consumption, as well as details by sector, alongside macro-economic data. They will explain the main drivers of the variation in energy consumption since 2014 and determine the impact of energy savings.
Speakers:
Laura Sudries, Senior Energy Efficiency Analyst, Enerdata
Bruno Lapillonne, Scientific Director, Enerdata
The recordings of the presentation (webinar) can be viewed at:
https://youtu.be/8RuK5MroTxk
Energy and mobility poverty: Will the Social Climate Fund be enough to delive...Leonardo ENERGY
Prior to the current soaring energy prices across Europe, the European Commission proposed, as part of the FitFor55 climate and energy package, the EU Social Climate Fund to mitigate the expected social impact of extending the EU ETS to transport and heating.
The report presented in this webinar provides an update of the European Energy Poverty Index, published for the first time in 2019, which shows the combined effect of energy and mobility poverty across Member States. Beyond the regular update of the index, the report provides analysis of the existing EU policy framework related to energy and transport poverty. France is used as a case study given the “yellow vest” movement, which was triggered by the proposed carbon tax on fuels.
Watch the recordings of the webinar:
https://youtu.be/i1Jdd3H05t0
Does the EU Emission Trading Scheme ETS Promote Energy Efficiency?Leonardo ENERGY
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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
Energy efficiency, structural change and energy savings in the manufacturing ...Leonardo ENERGY
- Structural changes in manufacturing have significantly reduced energy consumption in Denmark since 1990 through growth in lower intensity sectors like food production.
- Energy efficiency improvements also contributed, especially from 2010-2014, lowering consumption alongside structural changes.
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Energy Sufficiency Indicators and Policies (Lea Gynther, Motiva)Leonardo ENERGY
This policy brief looks at questions ‘how to measure energy sufficiency’, ‘which policies and measures can be used to address energy sufficiency’ and ‘how they are used in Europe today’.
Energy sufficiency refers to a situation where everyone has access to the energy services they need, whilst the impacts of the energy system do not exceed environmental limits. The level of ambition needed to address energy sufficiency is higher than in the case of energy efficiency.
This is the 13th edition of the Odyssee-Mure on Energy Efficiency Academy, and number 519 in the Leonardo ENERGY series. The recording of the live presentation can be found on https://www.youtube.com/watch?v=jEAdYbI0wDI&list=PLUFRNkTrB5O_V155aGXfZ4b3R0fvT7sKz
The Super-efficient Equipment and Appliance Deployment (SEAD) Initiative Prod...Leonardo ENERGY
The Super-efficient Equipment and Appliance Deployment (SEAD) Initiative Product Efficiency Call to Action, by Melanie Slade - IEA and Nicholas Jeffrey - UK BEIS
Breuckmann eMobility GmbH develops innovative rotor casting technology called Zero Porosity Rotor (ZPR) for electric vehicle induction motors. ZPR uses laminar squeeze casting to produce rotors with zero porosity, allowing for superior mechanical properties, higher electrical conductivity, and maximum process stability compared to industry standard rotors. Key advantages of ZPR rotors include up to 12.5% higher maximum rotational speed, 35% higher electrical conductivity, and ability to withstand 25% higher circumferential bursting speeds. Breuckmann has partnerships for motor testing, slot geometry design, and received EU funding to develop high-speed motor concepts using its ZPR technology.
dynamic E flow GmbH provides high-tech electric machines and solutions for extreme applications. Their capcooltech® motor features direct winding cooling that enables current densities up to 100A/mm2 and overload capacities. Testing shows the capcooltech® design maintains temperatures 40°C lower and heats 10 times faster than conventional cooling. The direct cooling test bench demonstrates capcooltech® motors can achieve maximum power density, temperature resistance, precision, and dynamics even in harsh conditions like vacuum or high temperatures.
The need for an updated European Motor Study - key findings from the 2021 US...Leonardo ENERGY
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Efficient motor systems for a Net Zero world, by Conrad U. Brunner - Impact E...Leonardo ENERGY
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2) It provides examples of how industry can achieve efficiency savings of 50-70% through measures like downsizing components, direct drive systems, and load control.
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Low power architecture of logic gates using adiabatic techniquesnooriasukmaningtyas
The growing significance of portable systems to limit power consumption in ultra-large-scale-integration chips of very high density, has recently led to rapid and inventive progresses in low-power design. The most effective technique is adiabatic logic circuit design in energy-efficient hardware. This paper presents two adiabatic approaches for the design of low power circuits, modified positive feedback adiabatic logic (modified PFAL) and the other is direct current diode based positive feedback adiabatic logic (DC-DB PFAL). Logic gates are the preliminary components in any digital circuit design. By improving the performance of basic gates, one can improvise the whole system performance. In this paper proposed circuit design of the low power architecture of OR/NOR, AND/NAND, and XOR/XNOR gates are presented using the said approaches and their results are analyzed for powerdissipation, delay, power-delay-product and rise time and compared with the other adiabatic techniques along with the conventional complementary metal oxide semiconductor (CMOS) designs reported in the literature. It has been found that the designs with DC-DB PFAL technique outperform with the percentage improvement of 65% for NOR gate and 7% for NAND gate and 34% for XNOR gate over the modified PFAL techniques at 10 MHz respectively.
6th International Conference on Machine Learning & Applications (CMLA 2024)ClaraZara1
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As digital technology becomes more deeply embedded in power systems, protecting the communication
networks of Smart Grids (SG) has emerged as a critical concern. Distributed Network Protocol 3 (DNP3)
represents a multi-tiered application layer protocol extensively utilized in Supervisory Control and Data
Acquisition (SCADA)-based smart grids to facilitate real-time data gathering and control functionalities.
Robust Intrusion Detection Systems (IDS) are necessary for early threat detection and mitigation because
of the interconnection of these networks, which makes them vulnerable to a variety of cyberattacks. To
solve this issue, this paper develops a hybrid Deep Learning (DL) model specifically designed for intrusion
detection in smart grids. The proposed approach is a combination of the Convolutional Neural Network
(CNN) and the Long-Short-Term Memory algorithms (LSTM). We employed a recent intrusion detection
dataset (DNP3), which focuses on unauthorized commands and Denial of Service (DoS) cyberattacks, to
train and test our model. The results of our experiments show that our CNN-LSTM method is much better
at finding smart grid intrusions than other deep learning algorithms used for classification. In addition,
our proposed approach improves accuracy, precision, recall, and F1 score, achieving a high detection
accuracy rate of 99.50%.
A review on techniques and modelling methodologies used for checking electrom...nooriasukmaningtyas
The proper function of the integrated circuit (IC) in an inhibiting electromagnetic environment has always been a serious concern throughout the decades of revolution in the world of electronics, from disjunct devices to today’s integrated circuit technology, where billions of transistors are combined on a single chip. The automotive industry and smart vehicles in particular, are confronting design issues such as being prone to electromagnetic interference (EMI). Electronic control devices calculate incorrect outputs because of EMI and sensors give misleading values which can prove fatal in case of automotives. In this paper, the authors have non exhaustively tried to review research work concerned with the investigation of EMI in ICs and prediction of this EMI using various modelling methodologies and measurement setups.
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Traditionally, dealing with real-time data pipelines has involved significant overhead, even for straightforward tasks like data transformation or masking. However, in this talk, we’ll venture into the dynamic realm of WebAssembly (WASM) and discover how it can revolutionize the creation of stateless streaming pipelines within a Kafka (Redpanda) broker. These pipelines are adept at managing low-latency, high-data-volume scenarios.
ACEP Magazine edition 4th launched on 05.06.2024Rahul
This document provides information about the third edition of the magazine "Sthapatya" published by the Association of Civil Engineers (Practicing) Aurangabad. It includes messages from current and past presidents of ACEP, memories and photos from past ACEP events, information on life time achievement awards given by ACEP, and a technical article on concrete maintenance, repairs and strengthening. The document highlights activities of ACEP and provides a technical educational article for members.
Understanding Inductive Bias in Machine LearningSUTEJAS
This presentation explores the concept of inductive bias in machine learning. It explains how algorithms come with built-in assumptions and preferences that guide the learning process. You'll learn about the different types of inductive bias and how they can impact the performance and generalizability of machine learning models.
The presentation also covers the positive and negative aspects of inductive bias, along with strategies for mitigating potential drawbacks. We'll explore examples of how bias manifests in algorithms like neural networks and decision trees.
By understanding inductive bias, you can gain valuable insights into how machine learning models work and make informed decisions when building and deploying them.
Electric vehicle and photovoltaic advanced roles in enhancing the financial p...IJECEIAES
Climate change's impact on the planet forced the United Nations and governments to promote green energies and electric transportation. The deployments of photovoltaic (PV) and electric vehicle (EV) systems gained stronger momentum due to their numerous advantages over fossil fuel types. The advantages go beyond sustainability to reach financial support and stability. The work in this paper introduces the hybrid system between PV and EV to support industrial and commercial plants. This paper covers the theoretical framework of the proposed hybrid system including the required equation to complete the cost analysis when PV and EV are present. In addition, the proposed design diagram which sets the priorities and requirements of the system is presented. The proposed approach allows setup to advance their power stability, especially during power outages. The presented information supports researchers and plant owners to complete the necessary analysis while promoting the deployment of clean energy. The result of a case study that represents a dairy milk farmer supports the theoretical works and highlights its advanced benefits to existing plants. The short return on investment of the proposed approach supports the paper's novelty approach for the sustainable electrical system. In addition, the proposed system allows for an isolated power setup without the need for a transmission line which enhances the safety of the electrical network
Embedded machine learning-based road conditions and driving behavior monitoringIJECEIAES
Car accident rates have increased in recent years, resulting in losses in human lives, properties, and other financial costs. An embedded machine learning-based system is developed to address this critical issue. The system can monitor road conditions, detect driving patterns, and identify aggressive driving behaviors. The system is based on neural networks trained on a comprehensive dataset of driving events, driving styles, and road conditions. The system effectively detects potential risks and helps mitigate the frequency and impact of accidents. The primary goal is to ensure the safety of drivers and vehicles. Collecting data involved gathering information on three key road events: normal street and normal drive, speed bumps, circular yellow speed bumps, and three aggressive driving actions: sudden start, sudden stop, and sudden entry. The gathered data is processed and analyzed using a machine learning system designed for limited power and memory devices. The developed system resulted in 91.9% accuracy, 93.6% precision, and 92% recall. The achieved inference time on an Arduino Nano 33 BLE Sense with a 32-bit CPU running at 64 MHz is 34 ms and requires 2.6 kB peak RAM and 139.9 kB program flash memory, making it suitable for resource-constrained embedded systems.
3. 1
Flexibility Tracker Country Report - Germany
The technical challenges of integrating high shares of variable renewable energy sources (VRES) are
considered mostly known and manageable in Germany. Nevertheless, the institutional challenges to
ensure sufficient flexibility resources are available remain substantial.
This report summarizes the main findings of a standardized flexibility tracker analysis for the case of
Germany. The present status of flexibility resources potential and implementations are highlighted, as
well as comparisons with other systems and recommendations for further work.
Key findings on flexibility readiness for high shares of variable renewable energy
Germany’s electricity system is
undergoing a substantial
transition. In the last two
decades, the Energiewende led
to a strong development of
electricity generation from
wind and solar resources. The
challenge to integrate their
variable feed-in has already
given momentum to analyse,
discuss and optimize market
mechanisms, system
operations and regional
cooperation, among others.
Despite the quickly rising VRES
shares - renewable energy was
the main source of electricity
in May 2015 on a sunny
afternoon in Germany for the
first time – the output level of
conventional generation has
almost stayed constant in recent years. This led to significant exports on the one hand, and to
increasing congestion in transmission and distribution grids on the other hand. [8], [9]
In addition to significant re-dispatch due to internal transmission congestion and increasing RES
curtailment, negative prices occur despite positive residual load. The rising number of hours with
negative prices indicate a lack of flexibility in the current power system. [10]
Recently revised market regulation and grid development plans already address this issue, however,
efforts could further be enhanced. Especially in the exploitation of flexibility from the supply and
Fact Sheet Germany
RES share 2014 13.8 % [of gross final energy consumption]
National RES targets
2020 18 % [of gross final energy consumption]
2030 30 % [of gross final energy consumption]
2040 45 % [of gross final energy consumption]
2050 60 % [of gross final energy consumption]
Electricity sector present situation (2015)
Net electricity generation 580.4 TWh/yr
RES-e generation share 28.7 %
Electricity consumption 520.6 TWh/yr
Net import - 51.8 TWh/yr
Net generation capacity 188.5 GW
RES-e capacity share 49 %
Share of distributed
generation (connection
<110kV)
40 %
Annual peak load 79.9 GW
Theoretical DSM potential 3.5 GW
Active/enabled DSM 1.4 GW
Installed energy storage 10.9 GW
Sources: [1], [2], [3], [4], [5], [6], [7].
4. 2
demand side. Conventional generation in Germany is dominated by coal and nuclear power plants.
Although there are significant capacities of gas power plants, there are currently no incentives to use
them. This also applies to demand side flexibility. There is a great potential for industrial demand side
management (DSM), however, its exploitation is still low.
Electricity storage is on the rise in Germany. There are a number of pilot programmes for small-scale
storage in distribution grids and state aid for behind-the-meter storage exists. However, it remains to
be seen what the actual impact of storage will be.
Electricity system status and perspectives
The following shows the present share and future projections of variable RES (solar, wind, hydro) in
the total national generation mix for Germany, some of its neighbouring systems and the EU as a
whole; from 2020 to 2050 under the EU’s reference scenario [11].
Germany is one of few European countries, that have already implemented explicit RES targets for
2030 and beyond and is well on track to meet these targets [2], [3], [12].
0
10
20
30
40
50
60
70
BE DE EU FR LU NL
Share of RES in final electricity consumption per year [in %]
Hydro Other RES Solar Wind
5. 3
Key Performance Indicators
The Flexibility Tracker methodology scores 14 flexibility KPIs, grouped in the five
categories of supply, demand, storage (flexibility sources) as well as grid and
markets (enablers).
All KPIs are based on a scoring system of 1 (low readiness level) to 5 (high readiness
level). The Tracker KPIs are derived from a detailed questionnaire based assessment
covering 80 questions, including thresholds for scoring and quality checks.
Higher flexibility readiness levels indicate either vast potential, substantial application,
clear policy incentives, concerted RD&D efforts, awareness/action or a combination
thereof. A tracker scoring of 2 to 3 serves as an indication that good first steps have
been taken in the long road towards high VRES systems. Higher scores show
better/best practices in comparison with other systems. Lower scores indicate a
missed opportunity in terms of flexibility, and need to be analysed in combination
with the other categories and the country’s present energy roadmap.
Flexibility Tracker Analysis
Germany’s system flexibility progress is advanced, especially regarding wholesale and balancing
markets. Supply and demand flexibility are lagging. The supply side is still dominated by inflexible
conventional generation and demand side flexibility is largely undeveloped. Efforts developing storage
options could be strengthened. Sector coupling is less developed than in some neighbouring
countries. The following tables cover the main findings of each flexibility KPI.
0 1 2 3 4 5
Markets
Storage
Grid
Demand
Supply
6. 4
The following section analyses each flexibility KPI, highlighting good practices as well as critical points
and open questions.
Supply Score: 2.8/5
Conventional Generation Score: 2.5/5
A large share of the conventional fleet is inflexible. Their energy is traded years in advance and they
do not react to short-term price signals. Also the long-term vision for adapting this issue is unclear.
On the upside, there is a trend towards advanced adequacy assessments in the context of regional
cooperation.
The phase out of the nuclear power plants until 2022 could be used as an opportunity to establish
new incentives for flexible generation.
Distributed Generation and Variable Renewables Score: 3.2/5
Germany has a high share of VRES connected to the distribution grid. The policies to achieve
ambitious RES targets especially incentivise small scale RES. Additionally, their further market
integration is progressing at the moment. The provision of ancillary services from VRES is currently
being tested. A large share of the distributed generation has basic controllability, with PV units
>100kW having to comply with feed-in management rules, >30kW having simple controllability, and
the smallest units being able to be restricted in their output to 70%.
Demand Score: 2.3/5
Energy Efficiency Score: 2.5/5
Germany is considered not on track to meet the 2020 target for the reduction of energy consumption.
However, there are ambitions to change this situation. There is an ongoing public consultation about a
green book on energy efficiency. [13], [14]
Large-Scale (Industrial) Demand Side Management Score: 3.1/5
There is high (industrial) DSM potential in Germany, but its usage is still very low. However, pilot
programmes have been established and balancing markets are being opened up for the demand side
and aggregators.
Small-Scale Demand Side Management Score: 1.5/5
Despite a significant potential for the provision of flexibility by small-scale units on the demand side,
little progress has been made to exploit this potential. Germany is one of few European countries that
decided against a broad roll-out of smart meters. The share of residential and other buildings whose
electricity consumption is externally automated is negligibly small. Additionally, the use of electric
vehicles as flexible loads is not developed. On the balance, aggregators are rising and behind-the-
meter storage is popular. [15]
7. 5
Grid Score: 3.0/5
Transmission Grid Score: 2.5/5
The grid development was not able to keep up with the RES development in the past years. Thus, parts
of the German transmission grid are highly stressed, resulting in a great need for internal re-dispatch
and RES curtailment. Grid expansion plans address the VRES targets with ambitious projects, and there
is a trend towards advanced methods for controlling and monitoring the grid, e.g. dynamic line rating.
Additionally, there are established communication channels between TSOs and DSOs. [8]
Interconnections Score: 3.3/5
Grid expansion plans are on track to meet the short-/medium term EU interconnectivity targets and
the issue of loop flows in Central-Eastern Europe. Germany is aware of its central role within the
European electricity market and shows increased efforts to strengthen regional cooperation.
Distribution Grid Score: 3.3/5
There is a trend to monitor and actively control distribution grids. However, financial incentives and
the ability to procure local flexibility are not in place yet. The large number and vast variety of
distribution grid operators - over 800, with very different sizes and regulatory context – adds
complexity to the potential implementation of new regulations.
Storage Score: 3.0/5
Small-scale Storage Score: 3.3/5
Technologies for small-scale electricity storage like batteries are in early development stage. New
business models emerge slowly. There is a significant number of pilot programmes in Germany. In
particular ‘behind-the-meter’ has received financial incentives since 2015 resulting in a fast uptake in
combination with PV.
Bulk Storage Score: 3.3/5
The geographic potential of bulk storage in pumped storage power stations and dams is limited and
already developed. A need to develop further storage capacities will arise in the medium-/long-term.
Pilot programmes for e.g. power-to-gas are in operation.
Sector Coupling Score: 1.7/5
Sector coupling is less developed in Germany compared to other Central European countries. This
especially applies to the share of CHP generation as well as the penetration of electric vehicles.
Efforts to change this are currently being strengthened; sector coupling is one of the major topics of
the ‘green book’ on energy efficiency. [14]
8. 6
Markets Score: 3.3/5
Wholesale Markets Score: 4.0/5
The German wholesale markets are at an advanced stage already, and recently implemented
regulations support the further integration of new actors. The intraday market is very liquid and
product sizes are sufficiently small. There is an ongoing harmonisation with neighbouring markets
fostered by regional cooperation. [8], [16]. There are no geographically-specific price signals, which
impact investment incentives for grids and transmission congestion.
Balancing Markets Score: 3.0/5
Balancing markets are currently under revision and being opened up for new participants. Current
regulation still hinders greater participation of new actors, especially the prequalification
requirements and the long bid nomination time. Furthermore, the reserve levels are determined
statically once per quarter. A dynamic day-ahead determination of reserve levels would help to adapt
to the actual reserve demand. [17]
Retail Markets Score: 2.5/5
There is a large bandwidth or retail tariffs for end consumers in Germany. Households pay up to six
times the price of energy intensive industries. Politically induced price components, especially the
surcharge to finance renewable energies, determine large parts of the retail prices. While large
energy intensive industries are allowed to participate in wholesale markets, prices for households are
not linked to the fluctuation of wholesale prices. Time of use tariffs are rare.
9. 7
Comparison with neighbouring countries
The graph below shows a cross-comparison of the Flexibility Tracker KPIs for Belgium, Germany and
the Netherlands.
It highlights the advanced stage of the German wholesale markets and shows that efforts regarding
energy efficiency as well as the development of storage are heading to the right direction. While
flexibility in retail markets, the development of small-scale demand side flexibility and sector coupling
are areas where Germany could learn from its neighbours.
The graph also shows that the three neighbouring countries are at similar medium levels regarding
their power system flexibility overall and also face similar challenges in the further integration of
variable renewables. Regional cooperation such as the Pentalateral Energy Forum and the “twelve
electricity neighbours” are a promising way to learn from each other and further harmonise the
electricity markets and should be expanded.
0
1
2
3
4
5
Conventional
Generation
Distributed
Generation
& Variable
Renewables
Energy Efficiency
Large-Scale
(Industrial) Demand
Side Management
Small-Scale Demand
Side Management
Transmission Grid
Interconnections
Distribution Grids
Small-Scale
Storage
Large-Scale/
Bulk Storage
Sector Coupling
Wholesale Markets
Balancing Markets
Retail Markets
Comparative scoring per flexibility KPI
for Belgium, Germany
and the Netherlands
Belgium
Germany
Netherlands
10. 8
Recommendations
The detailed analysis of the German system and comparison with other systems shows best practices
to promote externally, particular actions to implement, and issues that require at least further review
and understanding. The following recommendations follow the structure of the earlier published
Flexibility Roadmap [18].
Short-term actions
Supply
Start planning for phasing out inflexible baseload resources
Encourage VRES to provide flexibility and grid support services
Demand
Gather best practices on exploitation of large scale demand response and
aggregators in reserve markets
Prepare the deployment of small-scale demand side flexibility, i.a. by the roll-
out of smart meters
Improve energy efficiency initiatives
Grid
Promote strong interconnector ambitions, with optimized use via flow-based
markets, in regional collaborations
Address VRES flows from distribution to transmission in optimal way (dynamic
capacities, similar as the evolution at transmission level from static Net
Transfer Capacities to Flow-Based)
Further promote TSO/DSO coordination
Storage
Analyse potential of small-scale and large-scale storage
Consider stronger link with heat and transport sector
Markets
Further reduce operation period lengths (especially in balancing markets)
and gate closure times
Begin developing dynamic/situational reserve requirements
Expand markets for flexibility (intraday and balancing markets),
geographically and technologically (plurality of actors)
11. 9
Mid-term actions
Supply
Oblige VRES to provide flexibility and grid support services
Modify VRES production incentives to encourage diverse deployment of
resources
Demand
Fully deploy large-scale demand response
Incentivize demand response from small-scale loads
Assess the further implementation of energy efficiency
Grid
Complete interconnection ambitions
Further implement dynamic measurement, capability assessment, and control
of transmission systems
Manage distribution grids
o Deployment of communication and control equipment for distributed
energy resources (DER)
o Implement aggregation and optimisation of DER
Storage
Explicit incentives for small-scale storage, by capitalising R&D findings.
Implement system-based energy storage valuation methods, especially for
bulk storage development
Markets
Increase geographic resolution of short-term electricity markets
Complete market coupling of wholesale and balancing markets
Expand markets for flexibility for all actors
Consolidate balancing areas explicitly or virtually to cover larger practicable
regions
Implement capacity markets for flexible resources as necessary
Reflect the dynamics of wholesale market prices at the retail level
Implement best practices for VRES ramp forecasts and use forecasts in
planning and operations
Long-term results (VRES dominated system)
Supply
Complete phase out inflexible baseload resources
Implement incentives to ensure adequate resources under low VRES output
events
Require all VRES (above a certain size and/or vintage) to be capable of
providing ancillary services
Synthetic inertia mechanisms in place
Demand
Maximise use of end-use flexibility options
Efficient use of “surplus” generation
Synthetic inertia review
Grid
Maximise use of grid infrastructure and distributed generation
Storage
Implement incentives to ensure adequate resources under low VRES output
events
Efficient use of “surplus” generation
Markets
Market process timings fully tuned for VRES (short time spans, short gate-
closure-time lapse)
12. 10
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13. 11
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