The allowed revenue for provision of regulated services includes the operating cost, depreciation and return on regulated assets. The return, if calculated as the allowed rate of return (cost of capital) is charged on the regulatory asset base. This session explains how to the regulated revenue is set and the role of regulatory asset base (RAB).
· Revenue components : Depreciation / Return on assets (Regulatory asset base (RAB) - Rate of return on assets) / OPEX
· RAB : Existing assets / New investments / Capital contributions / Rolling forward
· Asset valuation : Historic cost / Replacement cost / Optimised replacement cost / Deprival value
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
Training Module on Electricity Market Regulation - SESSION 2 - Market DesignLeonardo ENERGY
This section explains the main properties of different types of electricity markets exhibiting different level of competition and different forms of organisation.
• General market models : vertically integrated companies / single buyer / wholesale competition / retail competition
• Power pools : Price based / Cost based
• Markets with bilateral trade
• Balancing markets
• Power exchanges
Training Module on Electricity Market Regulation - SESSION 7 - Quality of Sup...Leonardo ENERGY
Quality of supply regulation is becoming more and more important as cost-decreasing incentives may have a mid- and long-term effect on the quality provided. This session explains how quality of supply is defined, measured and regulated.
Quality definition: Reliability / Commercial quality / Technical quality
Quality measurement
Relevance of quality regulation
Regulatory quality control
Indirect controls
Minimum standards
Incentive schemes
Design of incentive schemes for quality
Parameters / Controllability / Incentive function (shape, dead bands, cap and floors)
Outage cost.
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
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.
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 8 - PricingLeonardo ENERGY
Once the revenue requirements are established they should be converted into tariff systems. This session explains the major economic principles of electricity pricing and the general pricing models using average and marginal costs. Moreover the session explores the major pricing models for the electricity activities including: generation, transmission, distribution and retail activities.
Pricing principles : economic efficiency - cost recovery
General pricing models : average cost pricing - marginal cost pricing
Cost allocation issue
Pricing for different activities in the electricity industry : generation pricing - transmission pricing - distribution pricing - retail supply pricing
Course on Regulation and Sustainable Energy in Developing Countries - Session 8Leonardo ENERGY
Session 8 deals with standards and labels for white appliances and air conditionners which have achieved tremendous energy savings in some developing countries.
How to define standards – how to test them - how to implement them - how to enforce them.
This session will rely on cases notably from Ghana, Tunisia and Egypt.
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
Training Module on Electricity Market Regulation - SESSION 2 - Market DesignLeonardo ENERGY
This section explains the main properties of different types of electricity markets exhibiting different level of competition and different forms of organisation.
• General market models : vertically integrated companies / single buyer / wholesale competition / retail competition
• Power pools : Price based / Cost based
• Markets with bilateral trade
• Balancing markets
• Power exchanges
Training Module on Electricity Market Regulation - SESSION 7 - Quality of Sup...Leonardo ENERGY
Quality of supply regulation is becoming more and more important as cost-decreasing incentives may have a mid- and long-term effect on the quality provided. This session explains how quality of supply is defined, measured and regulated.
Quality definition: Reliability / Commercial quality / Technical quality
Quality measurement
Relevance of quality regulation
Regulatory quality control
Indirect controls
Minimum standards
Incentive schemes
Design of incentive schemes for quality
Parameters / Controllability / Incentive function (shape, dead bands, cap and floors)
Outage cost.
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
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.
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 8 - PricingLeonardo ENERGY
Once the revenue requirements are established they should be converted into tariff systems. This session explains the major economic principles of electricity pricing and the general pricing models using average and marginal costs. Moreover the session explores the major pricing models for the electricity activities including: generation, transmission, distribution and retail activities.
Pricing principles : economic efficiency - cost recovery
General pricing models : average cost pricing - marginal cost pricing
Cost allocation issue
Pricing for different activities in the electricity industry : generation pricing - transmission pricing - distribution pricing - retail supply pricing
Course on Regulation and Sustainable Energy in Developing Countries - Session 8Leonardo ENERGY
Session 8 deals with standards and labels for white appliances and air conditionners which have achieved tremendous energy savings in some developing countries.
How to define standards – how to test them - how to implement them - how to enforce them.
This session will rely on cases notably from Ghana, Tunisia and Egypt.
Electricity Markets Regulation - Lesson 2 - Market DesignLeonardo ENERGY
This section explains the main properties of different types of electricity markets exhibiting different level of competition and different forms of organisation.
• General market models : vertically integrated companies / single buyer / wholesale competition / retail competition
• Power pools : Price based / Cost based
• Markets with bilateral trade
• Balancing markets
• Power exchanges
Regulatory incentives for reduction of network lossesLeonardo ENERGY
Environmental concerns remain a driving force for European energy policy, as exemplified by last years’ directive on energy efficiency. The directive sets the legislative framework to achieve energy efficiency targets. Since electricity network losses comprise a significant component of electricity demand, regulatory incentives to facilitate loss reduction in electricity networks should be in place. This webinar evaluates the incentives for investments in low-loss equipment in differing regulatory settings and outlines pathways to assure the proper embedding of these incentives.
Electricity Markets Regulation - Lesson 1 - Regulation General PrinciplesLeonardo ENERGY
1. The document summarizes key topics from a webinar on electricity market regulation, including the objectives of regulation to protect consumers and ensure fair industry participation.
2. It discusses areas of regulation like generation, transmission, distribution and retail supply. Methods of regulation include price controls, quality standards and incentive schemes.
3. Institutional questions are also covered, like the roles of different regulatory bodies and the importance of regulator independence.
Course on Regulation and Sustainable Energy in Developing Countries - Session 1Leonardo ENERGY
This session is devoted to the design of schemes for the large-scale dissemination of renewable energy technologies in developing countries. Market-based mechanisms overcome partly the limits of donor aid-projects. They build on public-private partnerships where a network of local entrepreneurs contributes to the maintenance of systems.
The example of solar home systems will be explained. Even if there are in many instances in parity with fossil fuels, small photovoltaic systems remain unaffordable for the majority of rural inhabitants without proper financial support mechanisms. But in the most active countries, the number of systems disseminated is now in the range of several ten thousands to several hundred thousands systems, thanks to the implementation of rural energy services companies.
Recent technological innovation could contribute to the acceleration of the diffusion of solar photovoltaic. The innovation introduced by the massive diffusion of mobile phones in developing countries tends simultaneously to create new markets for small photovoltaic systems and could improve the conditions for the diffusion of these systems by facilitating the daily management of these systems by rural energy services companies. Furthermore, Light Emitting Diodes (LED) technology opens new perspectives of self-sustained market diffusion.
The implementation of small rural energy services companies can also help to disseminate a wider range of products: LPG, cookstoves, biodigesters... New practices from rural energy providers tend to target more precisely the demand of end-users by combining the offer of photovoltaic systems with a variety of technologies to satisfy other energy needs than basic lighting in rural areas.
Concrete case studies from the dissemination of different renewable energy technologies in developing countries will be presented, notably in Zambia, South Africa, Bangladesh, China...
It will conclude with the institutional and regulatory framework that needs to be implemented to help rural energy services companies to thrive even in the most remote areas of developing countries.
Electricity Market Day 2015 - Colas Chabanne, ENTSO-E WG Market Design and ...Fingrid Oyj
ENTSO-E is an organization of 41 transmission system operators from 34 European countries. It has no official position on capacity mechanisms but discusses various options for ensuring long-term generation adequacy. Key options discussed include capacity obligations where consumers/suppliers contract capacity, capacity auctions where total needed capacity is procured through auction, and reliability options resembling call options. Several European countries have implemented forms of these. Cross-border participation in capacity mechanisms is challenging but important to address given mechanisms in several countries; transmission system operators will play a key role through cooperation.
Electricity Markets Regulation - Lesson 7 - Quality Of Supply RegulationLeonardo ENERGY
Quality of supply regulation is becoming more and more important as cost-decreasing incentives may have a mid- and long-term effect on the quality provided. This session explains how quality of supply is defined, measured and regulated.
* Quality definition: Reliability / Commercial quality / Technical quality
* Quality measurement
* Relevance of quality regulation
* Regulatory quality control
* Indirect controls
* Minimum standards
* Incentive schemes
* Design of incentive schemes for quality
* Parameters / Controllability / Incentive function (shape, dead bands, cap and floors)
* Outage cost.
Electricity Markets Regulation - Lesson 8 - PricingLeonardo ENERGY
Once the revenue requirements are established they should be converted into tariff systems. This session explains the major economic principles of electricity pricing and the general pricing models using average and marginal costs. Moreover the session explores the major pricing models for the electricity activities including: generation, transmission, distribution and retail activities.
* Pricing principles : economic efficiency - cost recovery
* General pricing models : average cost pricing - marginal cost pricing
* Cost allocation issue
* Pricing for different activities in the electricity industry : generation pricing - transmission pricing - distribution pricing - retail supply pricing
This document summarizes a webinar on revenue requirements and the regulatory asset base (RAB) for price regulation. It discusses how regulators set revenue requirements by determining allowable operating expenditures and capital costs, including depreciation and return on the RAB. It also describes approaches to calculating the RAB, including treatments of investments, working capital, and asset valuation methods like historic cost and replacement cost.
Electricity Markets Regulation - Lesson 3 - Price RegulationLeonardo ENERGY
Session 3: Price Regulation
This session explains different forms of price control including the classical rate of return organisation and more advanced forms of incentive regulation. It will also explain the design criteria for different price control models.
• Major price control models: Rate of return / Cap regulation / Yardstick competition / Sliding scale regulation
• Principle design criteria: Efficiency properties / Demand impact / Regulatory burden / Practicability / Coherence with industry and market design
Quis custodiet ipsos custodes? The EU's energy efficiency policies scrutinise...Leonardo ENERGY
The European Court of Auditors (ECA) promotes accountability and transparency, and acts as the independent guardian of the financial interests of the EU citizens. ECA recently published two reports about EU energy efficiency policies (about appliances and buildings).
This webinar will present ECA’s role in the EU policy process, how it relates to evaluation, and the main conclusions from the two recent reports.
The document summarizes the deregulation and privatization of the UK electricity market in the 1990s. It discusses how the industry was separated into generation, transmission, distribution, and supply segments. It also describes how the electricity pool pricing mechanism works, with generators submitting hourly bids and the market clearing price being set where supply meets demand. There is discussion of whether prices are too high due to potential market power of generators and price volatility. The Competition Commission was tasked with reviewing the market and determining if generators refusing a "Market Abuse Licence Condition" was against the public interest.
Course on Regulation and Sustainable Energy in Developing Countries - Session 10Leonardo ENERGY
Session 10 will focus on how actual energy efficiency improvements can be achieved in organisations of different sizes. The presentation will start with a discussion of the status of energy efficiency in major developing countries. A variety of tools for working towards higher energy efficiency will be discussed, including benchmarking, energy audits, process analysis, and energy management schemes.
Kornelis Blok (1956) studied experimental physics at Utrecht University and received a Ph.D. degree in 1991 on a thesis ‘On the Reduction of Carbon Dioxide Emissions’. In 1984 he was one of the founders of Ecofys, where he is now Director of Science. Dr. Blok has extensive research and consultancy experience in the field of energy efficiency improvement and clean energy production. He played an important role in the development of European energy policies and international climate policies and has worked in many countries around the globe. He is also with Utrecht University, where he holds a professorship in Sustainable Energy. He is supervising the master programme Energy Science. He authored and co-authored 90 articles in peer-reviewed scientific journals, several books and over 200 research reports, conference contributions and other scientific publications. He was a lead author for the Third and Fourth Assessment Reports of the Intergovernmental Panel on Climate Change, the institution that was award the Nobel Peace Prize in 2007. With his company he won the Erasmus award for the most innovative company of the Netherlands in 2008.
This document discusses the need to restructure the regulation of electric power systems to adapt to changes in the industry. It argues that regulation needs to both reconsider past approaches and anticipate current and future changes. Key points discussed include establishing long-term commitments for generation to balance short-term markets, improving economic dispatch through markets and pricing signals, redesigning end-user tariffs to remove subsidies and reflect costs, and clarifying the role of distribution system operators and independent system operators. The overall goal is to maximize efficiency while managing risks and constraints in a way that introduces competition only when it is expected to provide benefits.
Renewable Energy Feed-in Tarriff presentationJerry Sakala
The Energy Regulation Board (ERB), with the support of the USAID Trade Hub Southern Africa (SATH) has developed the draft Renewable Energy Feed in Tariffs (REFiT) Regulatory Framework. The REFiT Regulatory Framework was developed in line with REFiT Policy of 2015 developed by the Ministry of Mines Energy and Water Development. The REFiT regulatory framework was presented to stakeholders on Tuesday 22nd September 2015.
The REFiT Regulatory framework outlines the following:
REFiT Indicative Tariffs for solar projects;
Rules and Guidelines for RE projects to be implemented under the REFiT Policy of 2015; and
Guidelines for REFiT Power Purchase Agreements, and application procedures for project developers.
These rules and guidelines are only applicable to small scale renewable energy systems as defined in the REFiT Policy of 2015.
Many remote areas and islands (RAI) are deploying renewable energy (RE), some with ambitious plans to meet 100% of their electricity or even final energy needs with renewables. For most of them, roof-top PV systems offer clear advantages but most of their deployment potential still remains largely untapped. The setup of consistent prosumer policies can provide a means to achieve the islands’ objectives faster and with lower costs to society.
This report provides guidance to policy makers on the drivers, opportunities, challenges and implementation strategies of PV prosumer policies that can be considered within a comprehensive renewable energy strategy for RAI. It is based on the frameworks and methodologies developed on the IEA-RETD publications RE-PROSUMERS (2014) and REMOTE (2012).
The preliminary results were presented at the IRENA Island conference in Martinique in July 2015, see presentation slides.
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.
This webinar goes through the technico-economic assessment of photovoltaic installations in non-residential buildings. Its viability is compared with the costs of electricity from the grid. The methodology for such an exercice will be explained and the conclusions and lessons will be presented. http://www.leonardo-energy.org/webinar/photovoltaic-grid-parity-tertiary-sector-session-2
Additionally, an assessment of local regulation in seven countries is made: France, Germany, Italy, Spain, Brazil, Chile and Mexico.
For further information, please read the Grid Parity Monitor issues. http://www.leonardo-energy.org/photovoltaic-grid-parity-monitor
Photovoltaic Grid Parity in the Tertiary SectorLeonardo ENERGY
This webinar goes through the technico-economic assessment of photovoltaic installations in non-residential buildings. Its viability is compared with the costs of electricity from the grid. The methodology for such an exercice will be explained and the conclusions and lessons will be presented.
Additionally, an assessment of local regulation in seven countries is made: France, Germany, Italy, Spain, Brazil, Chile and Mexico.
For further information, please read the Grid Parity Monitor issues.
http://www.leonardo-energy.org/webinar/photovoltaic-grid-parity-tertiary-sector-session-1
This document provides an overview of regulatory investment incentives for electricity and gas networks. It discusses major sector trends driving investment needs, such as increasing renewable energy and demand growth. Investments are classified as either market-based or reliability-focused. Regulatory approaches to incentivizing efficient investments are examined, including revenue caps, cost-benefit analysis of projects, and allowing a return on a regulated asset base. Practical examples from countries like the UK, Germany and Norway are also reviewed. The presentation aims to help regulators design frameworks that ensure adequate and efficient network investment.
tew (12.10.18) - Facilitating network investments through rab Денис Киркач
The document discusses facilitating network investments through the use of a Regulatory Asset Base (RAB) approach to tariff making. It outlines how a RAB model incorporates capital expenditures, depreciation, and return on investment in the revenue requirement formula to cover the costs of network investments over time. A scenario is presented where a utility invests $500 million over 5 years, with the investments added to the RAB and depreciated over 10 years to set tariffs and facilitate financing. Important considerations for the RAB approach include multi-year investment planning, inclusion of assets under construction, and adjustments for inflation.
Introduction to network regulation - Investment IncentivesLeonardo ENERGY
Session 3 focuses on the regulatory treatment of investments and incentives for investments. Finding an adequate balance between efficient and sufficient investments is one of the major tasks for regulators. They can use various approaches to assess and encourage investments necessary to provide reliable and efficient services. In this session we explain the types of investments and their integration in the regulatory price control. We also present different regulatory incentive schemes to encourage investments. Finally, we provide examples from international regulatory practice.
Electricity Markets Regulation - Lesson 2 - Market DesignLeonardo ENERGY
This section explains the main properties of different types of electricity markets exhibiting different level of competition and different forms of organisation.
• General market models : vertically integrated companies / single buyer / wholesale competition / retail competition
• Power pools : Price based / Cost based
• Markets with bilateral trade
• Balancing markets
• Power exchanges
Regulatory incentives for reduction of network lossesLeonardo ENERGY
Environmental concerns remain a driving force for European energy policy, as exemplified by last years’ directive on energy efficiency. The directive sets the legislative framework to achieve energy efficiency targets. Since electricity network losses comprise a significant component of electricity demand, regulatory incentives to facilitate loss reduction in electricity networks should be in place. This webinar evaluates the incentives for investments in low-loss equipment in differing regulatory settings and outlines pathways to assure the proper embedding of these incentives.
Electricity Markets Regulation - Lesson 1 - Regulation General PrinciplesLeonardo ENERGY
1. The document summarizes key topics from a webinar on electricity market regulation, including the objectives of regulation to protect consumers and ensure fair industry participation.
2. It discusses areas of regulation like generation, transmission, distribution and retail supply. Methods of regulation include price controls, quality standards and incentive schemes.
3. Institutional questions are also covered, like the roles of different regulatory bodies and the importance of regulator independence.
Course on Regulation and Sustainable Energy in Developing Countries - Session 1Leonardo ENERGY
This session is devoted to the design of schemes for the large-scale dissemination of renewable energy technologies in developing countries. Market-based mechanisms overcome partly the limits of donor aid-projects. They build on public-private partnerships where a network of local entrepreneurs contributes to the maintenance of systems.
The example of solar home systems will be explained. Even if there are in many instances in parity with fossil fuels, small photovoltaic systems remain unaffordable for the majority of rural inhabitants without proper financial support mechanisms. But in the most active countries, the number of systems disseminated is now in the range of several ten thousands to several hundred thousands systems, thanks to the implementation of rural energy services companies.
Recent technological innovation could contribute to the acceleration of the diffusion of solar photovoltaic. The innovation introduced by the massive diffusion of mobile phones in developing countries tends simultaneously to create new markets for small photovoltaic systems and could improve the conditions for the diffusion of these systems by facilitating the daily management of these systems by rural energy services companies. Furthermore, Light Emitting Diodes (LED) technology opens new perspectives of self-sustained market diffusion.
The implementation of small rural energy services companies can also help to disseminate a wider range of products: LPG, cookstoves, biodigesters... New practices from rural energy providers tend to target more precisely the demand of end-users by combining the offer of photovoltaic systems with a variety of technologies to satisfy other energy needs than basic lighting in rural areas.
Concrete case studies from the dissemination of different renewable energy technologies in developing countries will be presented, notably in Zambia, South Africa, Bangladesh, China...
It will conclude with the institutional and regulatory framework that needs to be implemented to help rural energy services companies to thrive even in the most remote areas of developing countries.
Electricity Market Day 2015 - Colas Chabanne, ENTSO-E WG Market Design and ...Fingrid Oyj
ENTSO-E is an organization of 41 transmission system operators from 34 European countries. It has no official position on capacity mechanisms but discusses various options for ensuring long-term generation adequacy. Key options discussed include capacity obligations where consumers/suppliers contract capacity, capacity auctions where total needed capacity is procured through auction, and reliability options resembling call options. Several European countries have implemented forms of these. Cross-border participation in capacity mechanisms is challenging but important to address given mechanisms in several countries; transmission system operators will play a key role through cooperation.
Electricity Markets Regulation - Lesson 7 - Quality Of Supply RegulationLeonardo ENERGY
Quality of supply regulation is becoming more and more important as cost-decreasing incentives may have a mid- and long-term effect on the quality provided. This session explains how quality of supply is defined, measured and regulated.
* Quality definition: Reliability / Commercial quality / Technical quality
* Quality measurement
* Relevance of quality regulation
* Regulatory quality control
* Indirect controls
* Minimum standards
* Incentive schemes
* Design of incentive schemes for quality
* Parameters / Controllability / Incentive function (shape, dead bands, cap and floors)
* Outage cost.
Electricity Markets Regulation - Lesson 8 - PricingLeonardo ENERGY
Once the revenue requirements are established they should be converted into tariff systems. This session explains the major economic principles of electricity pricing and the general pricing models using average and marginal costs. Moreover the session explores the major pricing models for the electricity activities including: generation, transmission, distribution and retail activities.
* Pricing principles : economic efficiency - cost recovery
* General pricing models : average cost pricing - marginal cost pricing
* Cost allocation issue
* Pricing for different activities in the electricity industry : generation pricing - transmission pricing - distribution pricing - retail supply pricing
This document summarizes a webinar on revenue requirements and the regulatory asset base (RAB) for price regulation. It discusses how regulators set revenue requirements by determining allowable operating expenditures and capital costs, including depreciation and return on the RAB. It also describes approaches to calculating the RAB, including treatments of investments, working capital, and asset valuation methods like historic cost and replacement cost.
Electricity Markets Regulation - Lesson 3 - Price RegulationLeonardo ENERGY
Session 3: Price Regulation
This session explains different forms of price control including the classical rate of return organisation and more advanced forms of incentive regulation. It will also explain the design criteria for different price control models.
• Major price control models: Rate of return / Cap regulation / Yardstick competition / Sliding scale regulation
• Principle design criteria: Efficiency properties / Demand impact / Regulatory burden / Practicability / Coherence with industry and market design
Quis custodiet ipsos custodes? The EU's energy efficiency policies scrutinise...Leonardo ENERGY
The European Court of Auditors (ECA) promotes accountability and transparency, and acts as the independent guardian of the financial interests of the EU citizens. ECA recently published two reports about EU energy efficiency policies (about appliances and buildings).
This webinar will present ECA’s role in the EU policy process, how it relates to evaluation, and the main conclusions from the two recent reports.
The document summarizes the deregulation and privatization of the UK electricity market in the 1990s. It discusses how the industry was separated into generation, transmission, distribution, and supply segments. It also describes how the electricity pool pricing mechanism works, with generators submitting hourly bids and the market clearing price being set where supply meets demand. There is discussion of whether prices are too high due to potential market power of generators and price volatility. The Competition Commission was tasked with reviewing the market and determining if generators refusing a "Market Abuse Licence Condition" was against the public interest.
Course on Regulation and Sustainable Energy in Developing Countries - Session 10Leonardo ENERGY
Session 10 will focus on how actual energy efficiency improvements can be achieved in organisations of different sizes. The presentation will start with a discussion of the status of energy efficiency in major developing countries. A variety of tools for working towards higher energy efficiency will be discussed, including benchmarking, energy audits, process analysis, and energy management schemes.
Kornelis Blok (1956) studied experimental physics at Utrecht University and received a Ph.D. degree in 1991 on a thesis ‘On the Reduction of Carbon Dioxide Emissions’. In 1984 he was one of the founders of Ecofys, where he is now Director of Science. Dr. Blok has extensive research and consultancy experience in the field of energy efficiency improvement and clean energy production. He played an important role in the development of European energy policies and international climate policies and has worked in many countries around the globe. He is also with Utrecht University, where he holds a professorship in Sustainable Energy. He is supervising the master programme Energy Science. He authored and co-authored 90 articles in peer-reviewed scientific journals, several books and over 200 research reports, conference contributions and other scientific publications. He was a lead author for the Third and Fourth Assessment Reports of the Intergovernmental Panel on Climate Change, the institution that was award the Nobel Peace Prize in 2007. With his company he won the Erasmus award for the most innovative company of the Netherlands in 2008.
This document discusses the need to restructure the regulation of electric power systems to adapt to changes in the industry. It argues that regulation needs to both reconsider past approaches and anticipate current and future changes. Key points discussed include establishing long-term commitments for generation to balance short-term markets, improving economic dispatch through markets and pricing signals, redesigning end-user tariffs to remove subsidies and reflect costs, and clarifying the role of distribution system operators and independent system operators. The overall goal is to maximize efficiency while managing risks and constraints in a way that introduces competition only when it is expected to provide benefits.
Renewable Energy Feed-in Tarriff presentationJerry Sakala
The Energy Regulation Board (ERB), with the support of the USAID Trade Hub Southern Africa (SATH) has developed the draft Renewable Energy Feed in Tariffs (REFiT) Regulatory Framework. The REFiT Regulatory Framework was developed in line with REFiT Policy of 2015 developed by the Ministry of Mines Energy and Water Development. The REFiT regulatory framework was presented to stakeholders on Tuesday 22nd September 2015.
The REFiT Regulatory framework outlines the following:
REFiT Indicative Tariffs for solar projects;
Rules and Guidelines for RE projects to be implemented under the REFiT Policy of 2015; and
Guidelines for REFiT Power Purchase Agreements, and application procedures for project developers.
These rules and guidelines are only applicable to small scale renewable energy systems as defined in the REFiT Policy of 2015.
Many remote areas and islands (RAI) are deploying renewable energy (RE), some with ambitious plans to meet 100% of their electricity or even final energy needs with renewables. For most of them, roof-top PV systems offer clear advantages but most of their deployment potential still remains largely untapped. The setup of consistent prosumer policies can provide a means to achieve the islands’ objectives faster and with lower costs to society.
This report provides guidance to policy makers on the drivers, opportunities, challenges and implementation strategies of PV prosumer policies that can be considered within a comprehensive renewable energy strategy for RAI. It is based on the frameworks and methodologies developed on the IEA-RETD publications RE-PROSUMERS (2014) and REMOTE (2012).
The preliminary results were presented at the IRENA Island conference in Martinique in July 2015, see presentation slides.
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.
This webinar goes through the technico-economic assessment of photovoltaic installations in non-residential buildings. Its viability is compared with the costs of electricity from the grid. The methodology for such an exercice will be explained and the conclusions and lessons will be presented. http://www.leonardo-energy.org/webinar/photovoltaic-grid-parity-tertiary-sector-session-2
Additionally, an assessment of local regulation in seven countries is made: France, Germany, Italy, Spain, Brazil, Chile and Mexico.
For further information, please read the Grid Parity Monitor issues. http://www.leonardo-energy.org/photovoltaic-grid-parity-monitor
Photovoltaic Grid Parity in the Tertiary SectorLeonardo ENERGY
This webinar goes through the technico-economic assessment of photovoltaic installations in non-residential buildings. Its viability is compared with the costs of electricity from the grid. The methodology for such an exercice will be explained and the conclusions and lessons will be presented.
Additionally, an assessment of local regulation in seven countries is made: France, Germany, Italy, Spain, Brazil, Chile and Mexico.
For further information, please read the Grid Parity Monitor issues.
http://www.leonardo-energy.org/webinar/photovoltaic-grid-parity-tertiary-sector-session-1
This document provides an overview of regulatory investment incentives for electricity and gas networks. It discusses major sector trends driving investment needs, such as increasing renewable energy and demand growth. Investments are classified as either market-based or reliability-focused. Regulatory approaches to incentivizing efficient investments are examined, including revenue caps, cost-benefit analysis of projects, and allowing a return on a regulated asset base. Practical examples from countries like the UK, Germany and Norway are also reviewed. The presentation aims to help regulators design frameworks that ensure adequate and efficient network investment.
tew (12.10.18) - Facilitating network investments through rab Денис Киркач
The document discusses facilitating network investments through the use of a Regulatory Asset Base (RAB) approach to tariff making. It outlines how a RAB model incorporates capital expenditures, depreciation, and return on investment in the revenue requirement formula to cover the costs of network investments over time. A scenario is presented where a utility invests $500 million over 5 years, with the investments added to the RAB and depreciated over 10 years to set tariffs and facilitate financing. Important considerations for the RAB approach include multi-year investment planning, inclusion of assets under construction, and adjustments for inflation.
Introduction to network regulation - Investment IncentivesLeonardo ENERGY
Session 3 focuses on the regulatory treatment of investments and incentives for investments. Finding an adequate balance between efficient and sufficient investments is one of the major tasks for regulators. They can use various approaches to assess and encourage investments necessary to provide reliable and efficient services. In this session we explain the types of investments and their integration in the regulatory price control. We also present different regulatory incentive schemes to encourage investments. Finally, we provide examples from international regulatory practice.
Refit rules guidelines license & Power Purchase AgreementJerry Sakala
The Energy Regulation Board (ERB), with the support of the USAID Trade Hub Southern Africa (SATH) has developed the draft Renewable Energy Feed in Tariffs (REFiT) Regulatory Framework. The REFiT Regulatory Framework was developed in line with REFiT Policy of 2015 developed by the Ministry of Mines Energy and Water Development. The REFiT regulatory framework was presented to stakeholders on Tuesday 22nd September 2015.
The REFiT Regulatory framework outlines the following:
REFiT Indicative Tariffs for solar projects;
Rules and Guidelines for RE projects to be implemented under the REFiT Policy of 2015; and
Guidelines for REFiT Power Purchase Agreements, and application procedures for project developers.
These rules and guidelines are only applicable to small scale renewable energy systems as defined in the REFiT Policy of 2015.
EMA Energy Manager’s Guide to Building ControlsEMEX
The control of energy in non-domestic buildings is generally poor, despite the availability of a range of tried and tested systems incorporating both established and innovative technologies. Although the installation of HVAC zone controls, optimising controllers (for Wet Heating Systems) and lighting controls is encouraged by the building codes, their requirements are basic. As a result, specifications are often limited to the minimum requirements, and superior technologies, such as pre-programmed packaged Building Energy Management Systems (BEMS) and Demand Control Ventilation (DCV), are ignored.
This is a compilation of the overall process in conducting energy audit based on my personal experiences, training that I attended in Malaysia, India and Japan and information sharing between fellow EE practitioners.Not to forget references from books and internet.
I believe this would benefit to those who wants to understand what is energy audit all about for beginners to become energy auditor and to facilities owners to assess the need to conduct energy audit and energy audit proposals submitted by consultants
Sesión 6: La experiencia de Trinidad y TobagoIndotel RD
The document discusses the development of a cost model by the Telecommunications Authority of Trinidad and Tobago (TATT) to regulate telecommunications rates. TATT developed key modeling principles in consultation with industry, such as using a top-down approach with current cost accounting and long-run average incremental costing. A cost model consultant was then hired to develop the model based on these principles. The process involved collecting cost, asset valuation, demand, and network data from operators, conducting a current cost asset revaluation study, and developing long-run incremental cost outputs and inputs.
The document discusses unit based costing (UBC) implemented at Hindustan Petroleum Corporation Ltd. UBC accumulates overhead costs for different organizational units and then assigns costs to products/services based on their use of activities in each unit. The key units considered are Fuel Refinery, Lube Refinery, and Captive Power Plant. UBC aims to provide more accurate product cost estimates for management decision making compared to traditional cost accounting. It involves identifying overhead costs like utilities, employee costs, maintenance etc. and allocating them to units based on cost drivers.
Critical Facilities Operations Process: Explanations and illustrative examples.
For training videos, please visit https://m.youtube.com/channel/UCYw2fG4p7buyhJD0EYHahuQ
What is Capital Efficiency?
In simplest terms capital efficiency (sometimes referred to as capital intensity) is about getting the biggest bang for the buck.
This paper looks at how the owner’s EPC can drive process improvement along five principle opportunity areas identified to improve capital efficiency.
The document discusses electric ratemaking in Texas, including how rates are determined through revenue requirements and rate structures, the regulatory process for rate cases, and recent mechanisms introduced in utility ratemaking like distribution cost recovery factors. It also covers concepts like allowed versus earned rates of return and how utilities are regulated differently within and outside the ERCOT grid.
This document provides an overview of depreciation accounting under the Companies Act, 2013 compared to the previous Companies Act, 1956. Some key points:
- Schedule II of the 2013 Act defines useful life and depreciation methods, whereas Schedule XIV of the 1956 Act specified depreciation rates.
- Component accounting is mandatory under the 2013 Act but was optional under the 1956 Act.
- Depreciation of intangible assets like BOT toll road assets is based on revenue amortization.
- Transition rules specify that the carrying amount of assets as of April 1, 2014 will be depreciated over remaining useful life, otherwise transferred to retained earnings.
- Higher depreciation rates can
The document provides an overview of the new and revised International Standards on Auditing regarding auditor reporting that were released in January 2015 and become effective for audit periods ending on or after December 15, 2016. Key changes include requiring auditors to communicate Key Audit Matters in their reports for listed entities, enhancing reporting on going concern matters, and other changes to the format and content of audit reports. The slides describe these new standards and their objectives to improve auditor communications and the informativeness of audit reports for users.
This slide presentation has been prepared by the IAASB’s Auditor Reporting Implementation Working Group to assist IAASB members, national standard setters, auditors and others promote awareness of the new and revised Auditor Reporting standards within their respective jurisdictions.
The document discusses Indian accounting standards, including the meaning and benefits of accounting standards. It provides details on several specific accounting standards such as AS1 on disclosure of accounting policies, AS6 on depreciation accounting, AS9 on revenue recognition, and AS10 on accounting for fixed assets. The standards cover topics such as selection and disclosure of accounting policies, methods of depreciation, timing of revenue recognition, calculation of costs of fixed assets, and revaluation of fixed assets. The overall objective of the accounting standards is to standardize different accounting policies and practices in India.
Sentient Science is introducing new products and updates at WindEurope 2017 including DigitalClone Bearing and business value assessments. Key industries served include wind energy, aerospace, and rail. Sentient connects operators and suppliers through a digital platform to extend the life of rotating equipment and lower energy costs. The presentation schedule includes sessions on case studies, root cause analysis, valuation, and product releases.
Similar to Training Module on Electricity Market Regulation - SESSION 4 - Revenue Requirements and Regulatory Asset Base (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.
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
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
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
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.
- A decomposition analysis found that decreases in consumption from 2006-2014 were mainly from structural effects in the first half, and efficiency gains in the latter half.
- Reported energy savings from Denmark's energy efficiency obligation scheme align with estimated efficiency improvements, though some autonomous gains likely occurred too.
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
The document calls for an updated assessment of the electric motor system market in Europe, as the existing data is over 20 years old. It notes several changes in the market since then, including new efficient motor technologies, lower costs for power electronics, and increased digitization. The document highlights findings from a recent 2021 US motor study, which found motors to be older than previously estimated and significant improvements in load factors and variable speed drive penetration compared to past studies. It concludes that a new comprehensive assessment is needed to identify large potential electricity savings and inform policies to accelerate market transformation.
Efficient motor systems for a Net Zero world, by Conrad U. Brunner - Impact E...Leonardo ENERGY
1) The document discusses the need for efficient electric motor systems to achieve net-zero emissions by 2050, as electricity will be the main energy supplier without fossil fuels or nuclear.
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.
3) A case study shows how converting an oversized 10kW system to a smaller, variable speed, direct drive setup with efficient components achieves 82% energy savings and a payback period of just one year.
Monitoring and Managing Anomaly Detection on OpenShift.pdfTosin Akinosho
Monitoring and Managing Anomaly Detection on OpenShift
Overview
Dive into the world of anomaly detection on edge devices with our comprehensive hands-on tutorial. This SlideShare presentation will guide you through the entire process, from data collection and model training to edge deployment and real-time monitoring. Perfect for those looking to implement robust anomaly detection systems on resource-constrained IoT/edge devices.
Key Topics Covered
1. Introduction to Anomaly Detection
- Understand the fundamentals of anomaly detection and its importance in identifying unusual behavior or failures in systems.
2. Understanding Edge (IoT)
- Learn about edge computing and IoT, and how they enable real-time data processing and decision-making at the source.
3. What is ArgoCD?
- Discover ArgoCD, a declarative, GitOps continuous delivery tool for Kubernetes, and its role in deploying applications on edge devices.
4. Deployment Using ArgoCD for Edge Devices
- Step-by-step guide on deploying anomaly detection models on edge devices using ArgoCD.
5. Introduction to Apache Kafka and S3
- Explore Apache Kafka for real-time data streaming and Amazon S3 for scalable storage solutions.
6. Viewing Kafka Messages in the Data Lake
- Learn how to view and analyze Kafka messages stored in a data lake for better insights.
7. What is Prometheus?
- Get to know Prometheus, an open-source monitoring and alerting toolkit, and its application in monitoring edge devices.
8. Monitoring Application Metrics with Prometheus
- Detailed instructions on setting up Prometheus to monitor the performance and health of your anomaly detection system.
9. What is Camel K?
- Introduction to Camel K, a lightweight integration framework built on Apache Camel, designed for Kubernetes.
10. Configuring Camel K Integrations for Data Pipelines
- Learn how to configure Camel K for seamless data pipeline integrations in your anomaly detection workflow.
11. What is a Jupyter Notebook?
- Overview of Jupyter Notebooks, an open-source web application for creating and sharing documents with live code, equations, visualizations, and narrative text.
12. Jupyter Notebooks with Code Examples
- Hands-on examples and code snippets in Jupyter Notebooks to help you implement and test anomaly detection models.
How to Interpret Trends in the Kalyan Rajdhani Mix Chart.pdfChart Kalyan
A Mix Chart displays historical data of numbers in a graphical or tabular form. The Kalyan Rajdhani Mix Chart specifically shows the results of a sequence of numbers over different periods.
HCL Notes und Domino Lizenzkostenreduzierung in der Welt von DLAUpanagenda
Webinar Recording: https://www.panagenda.com/webinars/hcl-notes-und-domino-lizenzkostenreduzierung-in-der-welt-von-dlau/
DLAU und die Lizenzen nach dem CCB- und CCX-Modell sind für viele in der HCL-Community seit letztem Jahr ein heißes Thema. Als Notes- oder Domino-Kunde haben Sie vielleicht mit unerwartet hohen Benutzerzahlen und Lizenzgebühren zu kämpfen. Sie fragen sich vielleicht, wie diese neue Art der Lizenzierung funktioniert und welchen Nutzen sie Ihnen bringt. Vor allem wollen Sie sicherlich Ihr Budget einhalten und Kosten sparen, wo immer möglich. Das verstehen wir und wir möchten Ihnen dabei helfen!
Wir erklären Ihnen, wie Sie häufige Konfigurationsprobleme lösen können, die dazu führen können, dass mehr Benutzer gezählt werden als nötig, und wie Sie überflüssige oder ungenutzte Konten identifizieren und entfernen können, um Geld zu sparen. Es gibt auch einige Ansätze, die zu unnötigen Ausgaben führen können, z. B. wenn ein Personendokument anstelle eines Mail-Ins für geteilte Mailboxen verwendet wird. Wir zeigen Ihnen solche Fälle und deren Lösungen. Und natürlich erklären wir Ihnen das neue Lizenzmodell.
Nehmen Sie an diesem Webinar teil, bei dem HCL-Ambassador Marc Thomas und Gastredner Franz Walder Ihnen diese neue Welt näherbringen. Es vermittelt Ihnen die Tools und das Know-how, um den Überblick zu bewahren. Sie werden in der Lage sein, Ihre Kosten durch eine optimierte Domino-Konfiguration zu reduzieren und auch in Zukunft gering zu halten.
Diese Themen werden behandelt
- Reduzierung der Lizenzkosten durch Auffinden und Beheben von Fehlkonfigurationen und überflüssigen Konten
- Wie funktionieren CCB- und CCX-Lizenzen wirklich?
- Verstehen des DLAU-Tools und wie man es am besten nutzt
- Tipps für häufige Problembereiche, wie z. B. Team-Postfächer, Funktions-/Testbenutzer usw.
- Praxisbeispiele und Best Practices zum sofortigen Umsetzen
In the rapidly evolving landscape of technologies, XML continues to play a vital role in structuring, storing, and transporting data across diverse systems. The recent advancements in artificial intelligence (AI) present new methodologies for enhancing XML development workflows, introducing efficiency, automation, and intelligent capabilities. This presentation will outline the scope and perspective of utilizing AI in XML development. The potential benefits and the possible pitfalls will be highlighted, providing a balanced view of the subject.
We will explore the capabilities of AI in understanding XML markup languages and autonomously creating structured XML content. Additionally, we will examine the capacity of AI to enrich plain text with appropriate XML markup. Practical examples and methodological guidelines will be provided to elucidate how AI can be effectively prompted to interpret and generate accurate XML markup.
Further emphasis will be placed on the role of AI in developing XSLT, or schemas such as XSD and Schematron. We will address the techniques and strategies adopted to create prompts for generating code, explaining code, or refactoring the code, and the results achieved.
The discussion will extend to how AI can be used to transform XML content. In particular, the focus will be on the use of AI XPath extension functions in XSLT, Schematron, Schematron Quick Fixes, or for XML content refactoring.
The presentation aims to deliver a comprehensive overview of AI usage in XML development, providing attendees with the necessary knowledge to make informed decisions. Whether you’re at the early stages of adopting AI or considering integrating it in advanced XML development, this presentation will cover all levels of expertise.
By highlighting the potential advantages and challenges of integrating AI with XML development tools and languages, the presentation seeks to inspire thoughtful conversation around the future of XML development. We’ll not only delve into the technical aspects of AI-powered XML development but also discuss practical implications and possible future directions.
Introduction of Cybersecurity with OSS at Code Europe 2024Hiroshi SHIBATA
I develop the Ruby programming language, RubyGems, and Bundler, which are package managers for Ruby. Today, I will introduce how to enhance the security of your application using open-source software (OSS) examples from Ruby and RubyGems.
The first topic is CVE (Common Vulnerabilities and Exposures). I have published CVEs many times. But what exactly is a CVE? I'll provide a basic understanding of CVEs and explain how to detect and handle vulnerabilities in OSS.
Next, let's discuss package managers. Package managers play a critical role in the OSS ecosystem. I'll explain how to manage library dependencies in your application.
I'll share insights into how the Ruby and RubyGems core team works to keep our ecosystem safe. By the end of this talk, you'll have a better understanding of how to safeguard your code.
Main news related to the CCS TSI 2023 (2023/1695)Jakub Marek
An English 🇬🇧 translation of a presentation to the speech I gave about the main changes brought by CCS TSI 2023 at the biggest Czech conference on Communications and signalling systems on Railways, which was held in Clarion Hotel Olomouc from 7th to 9th November 2023 (konferenceszt.cz). Attended by around 500 participants and 200 on-line followers.
The original Czech 🇨🇿 version of the presentation can be found here: https://www.slideshare.net/slideshow/hlavni-novinky-souvisejici-s-ccs-tsi-2023-2023-1695/269688092 .
The videorecording (in Czech) from the presentation is available here: https://youtu.be/WzjJWm4IyPk?si=SImb06tuXGb30BEH .
TrustArc Webinar - 2024 Global Privacy SurveyTrustArc
How does your privacy program stack up against your peers? What challenges are privacy teams tackling and prioritizing in 2024?
In the fifth annual Global Privacy Benchmarks Survey, we asked over 1,800 global privacy professionals and business executives to share their perspectives on the current state of privacy inside and outside of their organizations. This year’s report focused on emerging areas of importance for privacy and compliance professionals, including considerations and implications of Artificial Intelligence (AI) technologies, building brand trust, and different approaches for achieving higher privacy competence scores.
See how organizational priorities and strategic approaches to data security and privacy are evolving around the globe.
This webinar will review:
- The top 10 privacy insights from the fifth annual Global Privacy Benchmarks Survey
- The top challenges for privacy leaders, practitioners, and organizations in 2024
- Key themes to consider in developing and maintaining your privacy program
Have you ever been confused by the myriad of choices offered by AWS for hosting a website or an API?
Lambda, Elastic Beanstalk, Lightsail, Amplify, S3 (and more!) can each host websites + APIs. But which one should we choose?
Which one is cheapest? Which one is fastest? Which one will scale to meet our needs?
Join me in this session as we dive into each AWS hosting service to determine which one is best for your scenario and explain why!
HCL Notes and Domino License Cost Reduction in the World of DLAUpanagenda
Webinar Recording: https://www.panagenda.com/webinars/hcl-notes-and-domino-license-cost-reduction-in-the-world-of-dlau/
The introduction of DLAU and the CCB & CCX licensing model caused quite a stir in the HCL community. As a Notes and Domino customer, you may have faced challenges with unexpected user counts and license costs. You probably have questions on how this new licensing approach works and how to benefit from it. Most importantly, you likely have budget constraints and want to save money where possible. Don’t worry, we can help with all of this!
We’ll show you how to fix common misconfigurations that cause higher-than-expected user counts, and how to identify accounts which you can deactivate to save money. There are also frequent patterns that can cause unnecessary cost, like using a person document instead of a mail-in for shared mailboxes. We’ll provide examples and solutions for those as well. And naturally we’ll explain the new licensing model.
Join HCL Ambassador Marc Thomas in this webinar with a special guest appearance from Franz Walder. It will give you the tools and know-how to stay on top of what is going on with Domino licensing. You will be able lower your cost through an optimized configuration and keep it low going forward.
These topics will be covered
- Reducing license cost by finding and fixing misconfigurations and superfluous accounts
- How do CCB and CCX licenses really work?
- Understanding the DLAU tool and how to best utilize it
- Tips for common problem areas, like team mailboxes, functional/test users, etc
- Practical examples and best practices to implement right away
Programming Foundation Models with DSPy - Meetup SlidesZilliz
Prompting language models is hard, while programming language models is easy. In this talk, I will discuss the state-of-the-art framework DSPy for programming foundation models with its powerful optimizers and runtime constraint system.
leewayhertz.com-AI in predictive maintenance Use cases technologies benefits ...alexjohnson7307
Predictive maintenance is a proactive approach that anticipates equipment failures before they happen. At the forefront of this innovative strategy is Artificial Intelligence (AI), which brings unprecedented precision and efficiency. AI in predictive maintenance is transforming industries by reducing downtime, minimizing costs, and enhancing productivity.
Digital Marketing Trends in 2024 | Guide for Staying AheadWask
https://www.wask.co/ebooks/digital-marketing-trends-in-2024
Feeling lost in the digital marketing whirlwind of 2024? Technology is changing, consumer habits are evolving, and staying ahead of the curve feels like a never-ending pursuit. This e-book is your compass. Dive into actionable insights to handle the complexities of modern marketing. From hyper-personalization to the power of user-generated content, learn how to build long-term relationships with your audience and unlock the secrets to success in the ever-shifting digital landscape.
Nordic Marketo Engage User Group_June 13_ 2024.pptx
Training Module on Electricity Market Regulation - SESSION 4 - Revenue Requirements and Regulatory Asset Base
1. Experience you can trust.
http://www.leonardo-energy.org/training-module-electricity-market-regulation-session-4
Training on Regulation
A webinar for the European Copper Institute
Webinar 4: Revenue Requirements and
Regulatory Asset Base (RAB)
Dr. Konstantin Petrov / Dr. Daniel Grote
30.11.2009
5. http://www.leonardo-energy.org/training-module-electricity-market-regulation-session-4
30.11.2009 4
1. Introduction
Price Control – Revenue Requirements
Regulators have to recognize the importance to regulated service providers of recovering sufficient levels of
costs. Failure to include adequate costs as part of the revenue requirements may discourage investments
and deteriorate quality of supply. However, it is important that the regulated service provider does not incur
excessive or unnecessary costs in providing services.
Operating Expenditures (Opex) Capital cost
• Opex are the costs incurred by a regulated company in
providing the regulated services and maintaining and
operating the relevant assets
• The recovery of opex does not provide any return to
shareholders and debt holders, as they are paid out in
the form of salaries, ongoing operating and
maintenance costs, etc
• Capital costs provide an annual recovery of the capital
expenditures (capex) undertaken by a regulated service
provider in providing the regulated services
• Capital costs include depreciation allowance and return
7. http://www.leonardo-energy.org/training-module-electricity-market-regulation-session-4
30.11.2009 6
2. Revenue Components
Operating Expenditures (OPEX)
• OPEX usually split into:
– Controllable OPEX (costs the company can influence and decide upon) or
– Non-controllable OPEX (costs beyond the control of the company)
• Only controllable OPEX exposed to efficiency analysis
• The split between controllable and not controllable costs depends on legal and regulatory
framework, technical standards and norms
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2. Revenue Components
Depreciation
• Systematic allocation of the investment cost to purchase an asset (capex) over the period
in which the asset provides benefits to the regulated company (asset life)
• There might be differences between depreciation for regulatory, financial accounting and
tax purposes
• Depreciation can be calculated by using various asset valuation methods (see next slides)
• Typical depreciation methods are:
– Straight-line method which allocates equal amounts of depreciation to each accounting
period of the asset life
– Accelerated method (e.g. declining-balance) which allocates decreasing amounts of
depreciation to each accounting period of the asset life
• Most regulatory authorities apply straight-line method
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2. Revenue Components
Return on Assets – Regulatory Asset Base (RAB)
• The Regulatory Asset Base (RAB) comprises the assets used to provide the regulated
services
• Typically regulators apply the following principles for RAB:
– It includes only assets necessary to provide regulated services
– It is based on the residual (depreciated) value of fixed assets
– It may include allowance for net working capital
– It excludes any capital contributions (external funding, subsidies) from customers,
government or third parties
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2. Revenue Components
Return on Assets – Rate of Return
• The rate of return describes the return the regulated company is permitted to earn (also
known as the opportunity cost of investor capital)
• It is based on a weighted average of the cost of debt and equity financing
• There are several methods to calculate rate of return
• The most prominent model to calculate the rate of return in practice is the Capital Asset
Pricing Model (CAPM)
• The CAPM takes into account that investors need to be compensated for the time value of
money represented by the risk-free rate and risk premium (beta) measured by the
correlation between the returns of the regulated company and market returns
• What is included in the costs of capital and how it can be calculated is addressed in detail
in webinar 5
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3. Regulatory Asset Base (RAB)
Components
Regulatory
Asset
Base
Existing Assets
New
Investments
RAB roll forward
/ revenue re-setting
Depreciation
Capital
Contribution
Working
Capital
Construction
Works in
Progress
RAB Closing Value =
RAB Opening Value
+ Investments
– Depreciation
– Asset Disposal
+/- Change of Working
Capital
+/-Change of Capital
Contribution
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3. Regulatory Asset Base (RAB)
Investments (1)
• An investment is incurred when a business spends money either to buy fixed assets or to
add to the value of an existing fixed asset
• Three types of investments may be considered:
– Extension investments: investments needed for meeting the change of load and
generation patterns in the future
– Replacements investments: investments related to replacement of aged (technically or
economically) equipment
– Exceptional investments: investment resulting from new legal obligations for example
(e.g. if new labour safety rules require safety measures in substations or high voltage
pylons, this probably leads to investments)
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3. Regulatory Asset Base (RAB)
Investments (2)
Regulatory assessment of investments
ex-ante ex-post
• Assessment of adequacy and efficiency of
company’s proposed investment program for the
forthcoming regulatory period
• Regulator asks regulated companies to submit their
capital expenditure projections
• Companies get security that investment will be
approved by the regulator before investment is
carried out
• Supplement to ex-ante investment reviews (identify
differences between allowed and actual investments)
• Or undertaken without previous ex-ante approval
(e.g. hindsight efficiency assessment like in
Germany)
• Companies face uncertainty of whether undertaken
investments will be recognised by regulator ex-post
• Threat that investments may be rejected, or partially
disallowed - may provide an incentive to only
undertake efficient investment, but may also
discourage investment
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3. Regulatory Asset Base (RAB)
Construction Work in Progress
• Treatment of assets in construction
– Long debates between regulators and regulated companies on this issue
– Some regulators include construction work in progress (CWIP) in the RAB only after
completion of construction
– Other authorities base the inclusion of CWIP on other factors, such as
▪ whether the construction projects are of short duration
▪ whether the investment in the project is so significant that its exclusion could impair
financing
▪ whether the interest charged to construction represents a substantial portion of the
company’s earnings
• Some form of recognition of cost of capital committed during construction appears
appropriate
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3. Regulatory Asset Base (RAB)
Working Capital
• If the time at which a particular cost is incurred is different from the time of its recovery (via
tariff revenues), capital is required to cover the time lag which is associated with a cost
• Working capital defined as current assets minus current liabilities
• Regulatory treatment of working capital
– Allowance for working capital to meet short-term obligations of regulated companies
– Consideration should be given to the use of a good-practice target, to calculate a
working capital allowance designed to give companies an incentive to manage working
capital well
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4. Asset Valuation
Different Approaches
Asset Valuation
Methods
Cost based Value based
Indexed
historic cost
Replacement
cost
Historic
cost
Optimised
replacement
cost
DCF
value
Deprival
value
Market
value
• Asset valuation must be considered with regard to functional adequacy and market value of
regulated assets
• Different methods involve varying degrees of effort to calculate, give significantly different estimates
of the regulatory asset base (RAB), and also differ in their pricing and investment signals
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4. Asset Valuation
Historic Cost
• Values assets at original purchase price (including any relevant set-up and financing costs)
• Advantages:
– Administratively efficient, can be easily audited because the data should be available
from financial statements
– Relatively inexpensive: does not require experts to determine costs
– Objective because it relies on actual data rather than judgements
• Disadvantages:
– Understate asset prices in times of high inflation and overstate asset prices in times of
technological change
– May lead to unstable prices (e.g. prices may rise when new, more expensive assets
replace existing assets)
– Data may be inadequate (especially for assets that have been acquired a long time
ago)
– Returns may be inadequate to support the funding of new investments
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4. Asset Valuation
Indexed Historic Cost
• Historic asset values are adjusted upwards for the effect of inflation
• Value of the RAB is adjusted (increased or decreased) to reflect changes in the underlying
inflation index
• Debate as to whether the index chosen should reflect price changes in the particular
industry under examination, or price changes in the economy as a whole
• Advantages and disadvantages similar to historic costs
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4. Asset Valuation
Replacement Cost
• Calculates the cost of replacing an asset with another asset (not necessarily the same) that
will provide the same services and capacity as existing asset
• Asset values are based on what it would cost to replace the asset today
• Advantages:
– Assets are valued in current prices, which may provide an incentive for efficient
investment decisions
– Allows regulator to reduce value of assets once it becomes aware that a more efficient
low-cost alternative asset is available
• Disadvantages:
– Entails a degree of estimation and judgment
– Information is more expensive to collect than historic cost data because it may require
expert advice (e.g. from engineers and accountants) on a number of assets
– May lead to higher prices and face political opposition
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4. Asset Valuation
Optimised Replacement Cost
• Values RAB on the basis of replacement cost of ‘optimised’ assets, which most efficiently
reproduce the capacity and service levels of existing assets
• Removes inefficiencies in the RAB’s current asset configuration, such as duplication,
excess capacity and redundant assets
• Advantages:
– Eliminates inefficiencies in the existing assets
• Disadvantages:
– Relatively complex to implement, requires considerable input in terms of manpower and
financial costs
– Requires a degree of subjective judgement about the optimum configuration of assets in
the RAB, and about the processes of optimisation
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4. Asset Valuation
Market Value
• Values RAB on the basis of the price that would be obtained from selling the assets in a
competitive market
• Advantages:
– Uses the market to obtain the asset value
– Avoids subjectivity in the asset valuation process
• Disadvantages:
– In many cases there is no indication of market value (share quotation) of regulated
companies / services
– Even if there is a price indication based on a divesture / privatisation of a regulated
company, there may be no or insufficient competition
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4. Asset Valuation
DCF (Discounted Cash Flow) Value
• Values RAB on the basis of the discounted cash flows of the regulated company
• Predicts the cash flows that the company is expected to generate, and then discounts them
back to present values using the appropriate risk-adjusted discount rate
• Disadvantages:
– Requires assumptions and forecasting to estimate future cash flows
– Circularity problem arises because the future cash flows will determine the value of the
RAB, however the future cash flows depend on the value of the RAB
(RAB - > Return on assets -> Revenue -> Cash Flow)
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4. Asset Valuation
Deprival Value (1)
• The deprival value of an asset can be defined as the lower level of its:
– Replacement cost (if it can be replaced) and
– Recoverable value
• The recoverable value of an asset can be defined as the higher level of:
– The value that the company could receive for selling the assets (value in exchange)
– The value that the company could create by using the asset within the business (value
in use determined by the future cash flows)
• If the recoverable amount exceeds the replacement cost, and the company was then
‘deprived’ of the asset, it would buy another to replace it if possible.
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4. Asset Valuation
Deprival Value (2)
• The replacement cost sets a maximum on the loss that the company would suffer through
the deprival
• Where the recoverable value is less than replacement cost, replacement of the asset would
not be justified
• Advantages:
– Discourages inefficient investment
– Provides information on the economic value of the RAB
• Disadvantages:
– Complexity
– Requires assumptions and forecasting to estimate future cash flows
– Circularity problem arises because the future cash flows will determine the value of the
RAB, however the future cash flows depend on the value of the RAB
(RAB - > Return on assets -> Revenue -> Cash Flow)
26. Experience you can trust.
http://www.leonardo-energy.org/training-module-electricity-market-regulation-session-4
End of Webinar 4
KEMA Consulting GmbH
Kurt-Schumacher-Str. 8, 53113 Bonn
Tel. +49 (228) 44 690 00
Fax +49 (228) 44 690 99
Dr. Konstantin Petrov
Managing Consultant
Mobil +49 173 515 1946
E-mail: konstantin.petrov@kema.com