Implementing the electric car in the greater Copenhagen area Policy implications of a techno-institutional and economic analysis

Størrelse: px
Starte visningen fra side:

Download "Implementing the electric car in the greater Copenhagen area Policy implications of a techno-institutional and economic analysis"

Transkript

1 Implementing the electric car in the greater Copenhagen area Policy implications of a techno-institutional and economic analysis Or: Why are these parking spaces empty? Nørrevoldgade, Copenhagen, May 2008 Aalborg University 2008 Kirsten Sophie Hasberg Maiken Mets

2 2

3 Sustainable Energy Planning and Management Department of Development and Planning Fibigerstræde Aalborg Øst Title: Implementing the electric car in the greater Copenhagen area. Policy implications of a techno-institutional and economic analysis Theme: Sustainable Energy Planning and Management in an Institutional and Societal Perspective Project period: Project group: 08em0807 Group members: Maiken Mets Kirsten Hasberg Supervisor: Dr. Frede Hvelplund External examiner: Anders Møller Reports printed: 4 Number of pages: 83 Number of appendices: 13 Abstract: This project analyzes the techno-institutional and economic setting of the electric car and develops a policy mix for the implementation of the electric car in the greater Copenhagen area. Based on the theories on institutional change, the project develops a theoretical frame consisting of a techno-structure and the institutional setting. Methodologically, the institutional analysis first identifies the barriers towards electric cars, by analyzing the historical and current situation of the electric car. Secondly, the private economic barriers are identified. Thirdly, the project creates incentives and identifies actors to overcome these barriers. This is done using different methods: literature research, economic data analysis, qualitative interviews, and the use of illustrative cases, reflecting the project s interdisciplinary and systemic approach, building on both institutional, economic and policy theory. The project concludes that the institutional lock-in of the existing transportation system based on the internal combustion engine requires active policies and facilitated partnerships to bring about institutional change of technology towards electric cars. The creation of five types of incentives are recommended: a congestion charging zone with free access for electric cars, creation of a efficiency-differentiated road pricing, provision of the opportunity for long distance traveling by car sharing and public transportation, availability of a plug with parking space and access to after-sale services. These incentives can be provided by cooperation among the actors identified in the framework of a facilitator. The policies recommended create an economic incentive for and reduce the non-monetary costs of electric cars in the two illustrative cases and are hence likely to bring about the institutional change of technology towards the electric car in the greater Copenhagen area.

4 Preface This project is written on the 8th semester of the Master Programme in Sustainable Energy Planning and Management at Aalborg University, Department of Development and Planning. The semester focus is the analysis of energy systems in an institutional and societal perspective. The reference system of this project follows the Chicago Style. Interviews and other personal communications are in accordance with the Chicago style not included in the reference list and are not given formal references but run into the text. In the appendix, a full list of interviews is found with dates. For readability, we limit the use of abbreviations and rather use the short terms (e.g. electric car for battery electric car). However, a list of abbreviations is found in the appendix. Footnotes are placed on each page and not as end-notes or appendixes to allow easy access to additional information. Thanks to our interview persons Per Møller Jørgensen, chair of the Danish Electric Car committee, Anne Vang, political spokesperson of The Danish Social Democrats in the Municipality of Copenhagen, Anders Foosnæs, consultant at the Danish Energy Association, Bjarke Fonnesbech, chairman of the Danish Car sharing fund and Bendt Iversen and Sune Grøntved, consultants at Drivegreen, the Danish Think importer. Also, we d like to thank Åsgeir Helland, Environmental Officer, Think Global, Norway, Benjamin Caun, Marketing Manager at Inventek Corporation, California, Karl Sperling, and Brian Vad Mathiesen, both Phd students at the Department for Development and Planning at Aalborg University, Clement Johan Ulrichsen, Economist at the Danish Competition Authority Maria Bugge Severinsen, Dong Energy and Birte Busch Thomsen, Environmental Protection Agency of the City of Copenhagen and Gustav Langdal, Municipality of Stockholm, for their comments and insights. Special thanks to our supervisor Dr. Frede Hvelplund for taking time and effort for long and fruitful discussions with us. It is our hope that the active involvement of actors and our focus on the concrete implementation and present technology makes the project and its policy recommendations relevant in the ongoing discussion about the future of the Danish energy system in general and the transportation system of the municipality of Copenhagen in particular. Maiken Mets Kirsten Sophie Hasberg

5

6 The table of content The table of content 1 1 Introducing the transportation sector and the role of the electric car Current problems of the transportation sector The electric car potential Using a hypothesis to define the research question Defining our institutional setting as researchers 6 2 Defining the theoretical approach and methodology Theoretical approach and definition of central concepts Defining the central concepts of institutional theory Institutions Applying institutional theory to the context of electric cars Methodology Project outline Tools and methods used Assumptions and delimitations 18 3 Identifying technological and institutional barriers Technical Background What is an electric car? Why electric vehicles? About The Think City Techno-Institutional Analysis Competition between ICE and EV creation of lock-in Six factors needed to overcome lock-in Electric car first attempt to unlock the market - history Implementation of electric cars behind the scenes What are the Main Barriers on a Way of Escaping from lock-in today? Conclusion of chapter three 35 4 Private transportation alternatives from a socio- and private economic point of view in the greater Copenhagen area Introduction: Transportation patterns Total costs of private transportation External costs of private transportation Private costs of private transportation The Jyllinge case family Copenhagen The private budgets of transportation of the two cases Conclusion of chapter Chapter 5 Establishing private person incentives for overcoming barriers in an actor framework 51 1

7 5.1 Solutions for overcoming barriers Access to parking spaces with plugs Free public parking No registration tax and ownership charge on electric cars Congestion Charging Zone with no charge for electric cars Efficiency-differentiated road pricing Access to after sale services Free membership of car sharing association - access to multiple different vehicles Discount on public transportation and access to shared cars in whole Denmark Electric cars in the car sharing fleet The role of facilitator Changes in the private budgets of transportation Jyllinge case: Costs of transportation alternatives after Copenhagen case: Costs of transportation alternatives after New transportation concepts induced by private person incentives The Jyllinge case after, the policies and relevant partnerships are established The Copenhagen case after, the policies and relevant partnerships are established Partial conclusion 64 6 Chapter 6 Discussion of strengths and weaknesses Strengths and weaknesses of theoretical approach Discussing excluded disciplines Discussing the interdisciplinary approach Strengths and weaknesses of central sources Research papers and evaluation reports Statistical data sources The six conditions for escaping institutional lock-in Articles, parliamentary debates, company information, internet resources and interviews Actor interviews Strengths and weaknesses of methodology Strengths and weaknesses of limitations and assumptions The transportation sector and the problem of general sustainability The technology chosen The temporal and geographical limitation The value of non-monetary costs and benefits Assumptions on change in behaviour Financial implications Strengths and weaknesses of suggested private person incentives Strengths Weaknesses Conclusion for chapter six 74 7 Conclusion Future perspectives 77 The role of an electric car in the future energy system 77 References 78 2

8 1 Introducing the transportation sector and the role of the electric car 1.1 Current problems of the transportation sector The transportation sector is often termed the most problematic concerning climate change and sustainability in general. Today, the transport sector of Denmark is almost 100 % oil dependent. Although Denmark is the only EU member state that is self-sufficient with energy today, the Danish oil- and gas production is decreasing, and the Danish import dependence on oil is showing an increasing trend. Also, oil and hence gasoline prices are increasing, indicating the increasing scarcity of fossil resources. Energy efficiency in the transportation sector is generally low. When looking at the well-to-wheel performance, the average conversion efficiency of internal combustion engine is only % (Jørgensen, 2008). At the same time, the energy use of the transportation sector has increased by 27,3 % compared to 1990 (Energistyrelsen 2007). Furthermore, local air and noise pollution, as well as congestion, are a significant problem caused by urban transportation. Today, Copenhagen has difficulties living up to the requirements set for air, concerning particles and nitrous dioxide (NO2), and noise, households are affected by exceeding noise levels (Københavns Kommune 2007). 800 annual cases of too early deaths in Copenhagen are caused by air pollution (Thomsen 2008). Furthermore, households are severely affected by noise levels (Thomsen 2008). 1.2 The electric car potential A long variety of reports and plans already today emphasize the potentials of the electric car in Denmark: - The report on alternative fuels for the transport sector, commissioned by the Danish government, describes electric cars as the greatest long-term potential, because they display the best energy efficiency and at the same time have great local environmental benefits in terms of less noise and no harmful local air emissions. Furthermore, the potential for interplay between electric cars and renewable energy, especially fluctuating wind power, is recognized. (Energistyrelsen 2008) 3

9 - The Danish Technology Council also recommends electric cars and plug-in hybrids as a mean for reducing energy consumption from the transport sector by 25 % in (Teknologirådet 2007) - Also, the Danish Parliament priorities for electric cars are set in the agreement on energy, where 35 million DKK are set aside over the years for demonstration projects, and the registration tax exemption for electric cars is prolonged until 2012 (Folketinget 2008). - In the 2007 report on cleaner fuel technology for transportation, the municipality of Copenhagen presents a vision for 2035: The municipality of Copenhagen must be know as the environmental capital of Europe, where 100 % of the municipal vehicles are sustainable due to the use of biofuels, battery powered cars and hybrid electric vehicles, powered by batteries and hydrogen. (Københavns Kommune 2007b) - The Energy Plan of the The Danish Society of Engineers, sees that 20 % of all cars in 2030 are electric, and emphasizes the interaction with fluctuating wind power, since more than 2/3 of the electricity production in the plan is based on renewable energy sources. (Ingeniørforeningen i Danmark 2006). Other plans underline the need for action, concerning the present problems of the transportation sector: - The municipality of Copenhagen has set goals in its vision for 2015: a reduction of CO2-emissions by 20 % compared to 2007-levels, a reduction in noise levels, and air of a quality that does not damage the health of Copenhageners (Københavns Kommune 2007a). - Also the Danish Infrastructure Commission has a vision for the Danish transportation system of the future: (In 2030), the increase in transport is detached from the rise in CO2-emissions. Air pollution is reduced significantly, and noise levels are reduced. (Infrastrukturkommissionen 2008). Furthermore, the European Union has set requirements, with its goals, to reduce CO2-emissions by 20 pct., increase the share of renewables by 20 pct. and increase energy efficiency by 20 pct. by 2020 compared to 1990-levels and simultaneously10 pct. of the energy used in the transportation sector has to be renewable energy (assuming that the biofuels target is interpreted as a general renewable energy target). (European Commission 2008) Considering these reports, plans and policies, as well as the severity of the range of problems outlined in 1.1., the scene is set for the implementation of electric cars: The electric car can contribute with high efficiency (targeting both the CO2 and the efficiency goal) and the possibility to run on renewable energy (targeting both the renewable energy goal and the transportation sector goal). It has low noise levels and no local emissions. 4

10 However, none of these reports answer to the question of how electric cars are to be implemented into the existing transportation system. Both, on the research side as well as on the policy side, there is a gap in describing concrete solutions and actions. Hence, the purpose of this project is to fill this gap by answering the question of how. The range limitations of the electric car, however, also play a significant part in the literature and discourse on electric cars: Although Horstmann (2005) concludes that the users of the electric car in have been satisfied, both Jørgensen (2008), KFB (2000) and Københavns Kommune (2007b) put emphasis on hydrogen as the fuel of the future because of the inherent range limitations of the electric car, although the reports are aware of the lower well-to-wheel efficiency of hydrogen. In the Danish media, the company Project Better Place has gained attention because it seeks to overcome the range limitations of electric cars (the Israeli- Californian company has a business concept of providing a battery exchange infrastructure for electric cars, planning cooperation with Dong Energy), (Dong Energy 2008). Recognizing these range limitations of the electric vehicle, we develop a system of multi-modal transportation, combining the electric car with car sharing and public transport. Our motivation as researchers for choosing electric cars as the area of our research is furthered by the future perspectives that the electric car possesses: By using vehicle-to-grid technology it can provide the possibility for electricity grid stabilization in a system with increased shares of fluctuating renewable energy. Also, it can solve the problem of the lack of CO2-regulation of the transport sector on the EU-level, because the use of electricity in the transport sector simultaneously includes it in to the European Emissions Trading system. 1.3 Using a hypothesis to define the research question Our background hypothesis for choosing our research question is: A transportation system based on the electric car has lower external costs than the current system based on the internal combustion engine car. However, institutional barriers exist, and private person incentives are not great enough to overcome these barriers, since private costs and non-monetary costs of the electric car exceed those of the internal combustion engine car. If the institutional barriers are identified by looking at historical experience and analyzing the present situation, it is possible to overcome the barriers by providing a range of solutions. These solutions consist of the internalization of the external costs of transportation using the polluter pays principle, and the 5

11 cooperation of actors to reduce non-monetary costs. In this way, private person incentives are created and the institutional barriers towards electric cars can be reduced. Hence, the electric car is implemented into the transportation system. Therefore, our research question is: How can the creation of private person incentives reduce institutional barriers towards electric cars and lead to the implementation of electric cars in the greater Copenhagen area, in order to reduce the global and local environmental impact of transportation? This is answered using the following sub-questions: - What are the barriers to the institutional change of technology towards electric car usage historically and today? - What are the social costs (externalities) and private costs of private transportation in the greater Copenhagen area of the current internal combustion engine vehicle and of the electric car? - How can relevant actors provide incentives for the private person to choose an electric car? 1.4 Defining our institutional setting as researchers Institutional theory is not only about the object studied, but also about the way the object is studied and the pattern of thought of the researcher. As Hodgson (2006) puts it, institutions are simultaneously both objective structures out there and subjective springs of human agency in the human head. In the same way, institutional analysis is both out there, studying institutional structures of the researched field, and in the researchers head, requiring us to think in a broad manner. Hence, the perspective of the project is holistic and systemic. Our educational background frames the way we conceive the world. We are students from two separate directions of study, electric power engineering and economics respectively; our awareness as researchers towards institutional factors has been created by our current educational setting in an interdisciplinary master programme. Jamison (2008) distinguishes three types of processes studied: ongoing processes, finished processes and future processes. This project studies a process of the first type. The implementation of the electric car is an ongoing process, and hence, our understanding is research as intervention, or interactive assessment 6

12 (Jamison 2008). Jamison (2008) uses three metaphors to describe the researchers role: fly on the wall spider in the web or queen bee in the honey comb. This project is a combination of the two latter: We as researchers are facilitators and consultants, playing both a participatory and advisory role. Because of the interactive role of our research, this project can be grouped into what Jamison calls changeoriented research, and is a way of cultivating the hybrid imagination : From theory of science perspective, we base our research on positivism (when doing economic analysis), social constructivism (when analyzing the social construction of technological change) and critical theory (by including policy suggestions). Studying a technical subject using tools from economics in an institutional frame implies that this project is by definition interdisciplinary. The theoretical and methodological basis is presented in chapter 2, underlining the interdisciplinary character of the project. The central concepts of institutional theory, the logic behind the chosen structure and the delimitations of the project are introduced. 7

13 2 Defining the theoretical approach and methodology Beginning with a discussion on the use of theory in general, this chapter consists of three subchapters, describing and discussing the theoretical approach and the central concepts of institutional theory, the methodology and the line of argument, and the delimitations and assumptions of the project. Theory is an intrinsic part of our understanding, but the theoretical background evolves throughout problembased project work, and is not systematic and detailed in advance. We understand research as a recursive process: Theory and concrete analysis feed each other to create the theoretical framework developed for this exact problem formulation. This perception of the usefulness of theory is also reflected by the following quote: There is nothing as practical as a good theory (Lewin 1951). It says that the good theory is practical and we see the value on theory if it can be applied to solve real-life problems. We see ourselves as practical theorists, as we are looking for a solution for a practical problem by applying operationalized theories for creating the knowledge. We have chosen a problem formulation with practical and concrete relevance. Hence, we have to apply theories and adjust existing theories to our concrete context. Institutional theory poses a possible explanatory framework to answer our research question. This might seem contradictory to the theoretical nature of the institutional focus, but as we show in section 2.1, theories can be operationalized and applied to the concrete context, creating our own theory. 8

14 2.1 Theoretical approach and definition of central concepts In this subchapter, the general theoretical background of institutional theory is defined; The theory is applied to our research question. Our own theoretical framework is created by introducing, using and critically reviewing the existing institutional research Defining the central concepts of institutional theory Institutions According to North (1990), institutions are the rules of the game in society, or as described by Campbell (2004), the foundations of social life. According to Scott, institutions consist of three pillars: the regulative, normative and cultural/cognitive pillar. However, these definitions are very broad. To be able to apply the theory of institutions, we need an adequate conception of what an institution is. As a definition, we will use the following, borrowing from Hodgson (2006): Institutions structure, constrain and enable individual behaviour. Furthermore, Hodgson (2006) argues that actor and institutional structure, although distinct, are thus connected in a circle of mutual interaction and interdependence. That is, our focus on the private person is no contradiction to institutional analysis on the contrary. Both quotes emphasize that institutions have to be seen in interaction with the individual actor. The term institutions, institutional setting and institutional barriers are used interchangeably in this project. When using the terms, we have the structuring, constraining and enabling features of the regulative, normative and cultural-cognitive societal setting in mind Technology and technological change According to Arthur, technology can be defined as method or knowledge imbedded in artefacts (Arthur, 1991, cited in Unruh (2006)). However, this narrow view of technology ignores the important systemic interrelations among individual technologies. (Unruh 2006) Therefore, our understanding of technology builds on the theory on social construction of technology within the field of science and technology studies, 9

15 and on the writings by Hughes on Large Technological Systems (Hughes 1983). Hughes provides a long, but useful definition of technology (Hughes 1987): Technological systems contain messy, complex, problem-solving components. They are both socially constructed and society shaping. Among the components in technological systems are physical artefacts ( ), organizations ( ), scientific ( ) (and) legislative artefacts (and) natural resources. If a component is removed from a system or if its characteristics change, the other artefacts in the system will alter characteristics accordingly. This verbal definition makes the complexity of the concept of technology clear and emphasized the interdependent nature of the components. However, it is difficult to operationalize the concept of technological systems and its underlying components in applied research. Therefore, a graphical definition is used for a more condensed and operationalized framework for understanding technology, using a modified version of the technology definition of Hvelplund (2005) shown in figure 2-1. Figure 2-1 Definition of technology, inspired by Hvelplund (2005) and Hughes (1987). From this figure, we derive our definition of technology: Technology consists components of technique, organization, profit, product, knowledge and natural resource, which are interrelated and interdependent, and embedded in an institutional setting. Furthermore, the graphical representation, figure 2-1, allows for an applied understanding of technological 10

16 change. Borrowing from Hvelplund (2005), it is defined in the following way: Institutional change of technology (technological change) takes place when more than one of the components is changed. Hvelplund s definition did not include the sixth component: the natural resources, which is seen as part of technology by Hughes (1987). As the natural resource(s) is central component for technology development and the institutional change will take place, if this component is changed, we have included it to definition of technology. In this project, the terms technology and technological system are used interchangeably; in each case, we refer to the described understanding of technology as consisting of the interrelated components of technique, organization, profit, product, knowledge and natural resource(s), embedded in an institutional setting. The terms, technological change and institutional change of technology are used interchangeably as well Path dependency and lock-in: The importance of history is central in institutional analysis. As Hodgson (2006) argues: Because institutions simultaneously depend upon the activities of individuals and constrain and mould them, through this positive feedback they have strong self-reinforcing and self-perpetuating characteristics. These characteristics have been termed path dependence in the academic literature on technological change. The central question is: Why are some technologies dominant and others not? The early founders of the theory of path dependency are David and Arthur see historical events as the central cause (Arthur (1989), David (1985). That is, the choices of the past are institutionalized and restrict the possibility of choices of the present, creating a lock-in of technologies already present. For our purposes, we have chosen the definition of path dependency and lock-in characterized by Meyer and Schubert (2007): 1. Actors are thought to behave rationally in the sense that they always choose the technology which is best suited for them. However, technological paths are the result of an emergent evolution behind the backs of the actors. 2. Increasing returns and lock-in are emergent processes, which are not and cannot be the result of deliberate planning and mindful action. 3. Once a path is locked-in, only external shocks can break it. The terms, path dependency, institutional barriers and lock-in are used interchangeably in this project. 11

17 Path creation: The theory on path dependency has resulted in a broad academic literature on how this path dependency can be overcome, and how lock-in can be broken. Garud and Karnøe (2001) have developed a theory of path creation. For our purposes, the stepwise definition, characterized by Meyer and Schubert (2007) is used: 1. Powerful actors can strategically influence the development of a path. They can shape the path, while over time they are themselves shaped by the path. 2. Increasing returns and lock-in are subject to deliberate actions and tied in with broader social dynamics. 3. The creation, but also the ending of a path may be caused by deliberate actions which do not necessarily have to be external. The terms, path creation, overcoming or escaping lock-in, overcoming or escaping path dependency and overcoming institutional barriers are used interchangeably. We use the term techno-institutional system as a synthesis of the outlined terms and concepts. Building on Unruh (2000), we define the techno-institutional system as a self-referential system, where technological systems and institutions are feeding each other. These techno-institutional infrastructures create persistent incentive structures that strongly influence system evolution and stability. 12

18 2.1.2 Applying institutional theory to the context of electric cars The theories outlined in are now combined into our own theoretical framework, shown in the following figure: Figure 2-2 The theoretical context of the project In the figure, the techno-institutional system as defined in section is separated into its parts: The institutional setting are the institutions, the technological system is imbedded in. The techno-structure is the technological components of the technological system. The techno-structure can be understood as the hardware, whereas the institutional setting is the software. The figure represents the theory that we have constructed as a synthesis of existing theories. In the following, we define what we mean by each component, proceeding from left to right: Techno-structure The techno-structure describes the technological structure that we create as a basis for our theory it does not reflect the technological situation today. The focus is on the transport need, which is split into long distance and short distance travelling. The electric car is implemented by using it for shorter commuting distances. In addition we introduce the shared car and the combination of public transport and car sharing as the solution to long distance travelling. The idea of combining the electric car with car sharing is also 13

19 proposed in Jørgensen (2007): A framework with a greater role to shared or rented cars at the expense of privately owned automobiles could probably provide better opportunities for electric vehicles and a framework with less use of the automobile We develop this inter-modal system to make it possible to reap the benefits of the electric car while avoiding its limitations with respect to range by using public transportation and car sharing: The disadvantage of the limited range of the electric car is turned into the advantage of a more flexible use of transportation means. The user can choose the means of transportation according to their need. The electric car can contribute to solving these different types of problems outlined in chapter 1. Depending on the residential location of a household, the electric car can be implemented in two ways: - Combined with car sharing in urban areas, the electric car can become part of the car sharing fleet, while public transportation takes care of the majority of commuting on a daily basis - Ownership of an electric car in extra-urban areas can be combined with car sharing of conventional cars, acting as a range extender to the electric car. For both, the electric car can also be used for long distance travelling if combined with rail transport. As part of a car sharing system, the electric car is available at train stations and provides the possibility for reaching the final destination away from the main rail lines. Our focus is on the need for transportation as a transportation service, not the need for a privately owned car for all possible trips Institutional setting Barriers: As described above, we use the term barrier interchangeably with other terms describing path dependency. In our context, we need a precise definition of barriers to be able to analyze them. Cowan and Hulten (1996) operationalize the analysis of technological change in the electric car industry by using six conditions for escaping lock-in: 1.) Crisis in the existing technology, 2.) Regulation, 3.) Technological break through, 4.) Changes in taste, 5.) Niche markets and 6.) Scientific results. (Cowan and Hulten 1996) These conditions are used for the techno-institutional analysis of the electric vehicles, and are described in more detail in chapter 3. The six conditions are used to explain and apply the concepts of path dependency and path creation: When the six conditions are not in place, institutional barriers are preventing technological change. When the six conditions are fulfilled, path dependence is overcome and opens the way for path creation. 14

20 Incentives: We define incentives as factors (monetary or non-monetary) that give the private person a motive for a particular action in our case, switching from driving conventional combustion engine car to electric and shared car. With this definition, we emphasize both the direct incentives affecting the private budget, as well as the non-monetary incentives, that can be understood as the embeddedness of the market in the existing institutional setting of the internal combustion engine. The terms private person incentives, policy suggestions, suggested solutions and first-mover advantage package are used interchangeably. With all these terms, we refer to the incentive-column in our theoretical framework. When developing incentives, we build our work on theories of externalities and policies. A short description of those theories is presented below. Externalities are the classic case of market failure. Following Hanley (2007), when market failure occurs, a wedge exists between what a private person does, given market prices, and what would be the socially optimal course of action. The table below shows how costs can be split into internal and external, variable and fixed and market and non-market. Costs Variable fixed Internal Fuel, parking, Vehicle operation and maintenance, accident risk, user travel time and stress Vehicle ownership, taxes, insurance, fixed parking, feeling of freedom and independence (unused range capacity of ICE), feeling of doing something good for the environment External Accident, congestion, air pollution, noise, barrier effect, effects on flora and fauna, waste (for BEV) Free parking, traffic planning and regulation, road infrastructure, fuel infrastructure, landuse (opportunity costs), land-use impacts (resulting from low-density, automobileoriented land use), social costs (inequality) Table 2-1. Fixed and variable internal costs and fixed and variable external costs. Source: Miljøstyrelsen (2001) and Litman (1997). Note: Italics indicates non-market. The true costs of the private person actions are not reflected in market prices, since market prices do not reflect the external cost of the private decision e.g. the costs of air pollution when driving a car. Because the individual does not have to pay for the externalities created, he or she lacks sufficient economic incentives to act in accordance with the true costs of their action. That is, there is a divergence between social and private costs of private action. To avoid this situation, externalities must be internalized. The polluter pays principle is a popular formulation of the theory on internalizing externalities: The private person must pay the full costs of their actions. 15

Small Autonomous Devices in civil Engineering. Uses and requirements. By Peter H. Møller Rambøll

Small Autonomous Devices in civil Engineering. Uses and requirements. By Peter H. Møller Rambøll Small Autonomous Devices in civil Engineering Uses and requirements By Peter H. Møller Rambøll BACKGROUND My Background 20+ years within evaluation of condition and renovation of concrete structures Last

Læs mere

Bilag. Resume. Side 1 af 12

Bilag. Resume. Side 1 af 12 Bilag Resume I denne opgave, lægges der fokus på unge og ensomhed gennem sociale medier. Vi har i denne opgave valgt at benytte Facebook som det sociale medie vi ligger fokus på, da det er det største

Læs mere

Design til digitale kommunikationsplatforme-f2013

Design til digitale kommunikationsplatforme-f2013 E-travellbook Design til digitale kommunikationsplatforme-f2013 ITU 22.05.2013 Dreamers Lana Grunwald - svetlana.grunwald@gmail.com Iya Murash-Millo - iyam@itu.dk Hiwa Mansurbeg - hiwm@itu.dk Jørgen K.

Læs mere

Privat-, statslig- eller regional institution m.v. Andet Added Bekaempelsesudfoerende: string No Label: Bekæmpelsesudførende

Privat-, statslig- eller regional institution m.v. Andet Added Bekaempelsesudfoerende: string No Label: Bekæmpelsesudførende Changes for Rottedatabasen Web Service The coming version of Rottedatabasen Web Service will have several changes some of them breaking for the exposed methods. These changes and the business logic behind

Læs mere

Engelsk. Niveau C. De Merkantile Erhvervsuddannelser September 2005. Casebaseret eksamen. www.jysk.dk og www.jysk.com.

Engelsk. Niveau C. De Merkantile Erhvervsuddannelser September 2005. Casebaseret eksamen. www.jysk.dk og www.jysk.com. 052430_EngelskC 08/09/05 13:29 Side 1 De Merkantile Erhvervsuddannelser September 2005 Side 1 af 4 sider Casebaseret eksamen Engelsk Niveau C www.jysk.dk og www.jysk.com Indhold: Opgave 1 Presentation

Læs mere

Central Statistical Agency.

Central Statistical Agency. Central Statistical Agency www.csa.gov.et 1 Outline Introduction Characteristics of Construction Aim of the Survey Methodology Result Conclusion 2 Introduction Meaning of Construction Construction may

Læs mere

Engelsk. Niveau D. De Merkantile Erhvervsuddannelser September Casebaseret eksamen. og

Engelsk. Niveau D. De Merkantile Erhvervsuddannelser September Casebaseret eksamen.  og 052431_EngelskD 08/09/05 13:29 Side 1 De Merkantile Erhvervsuddannelser September 2005 Side 1 af 4 sider Casebaseret eksamen Engelsk Niveau D www.jysk.dk og www.jysk.com Indhold: Opgave 1 Presentation

Læs mere

Procuring sustainable refurbishment

Procuring sustainable refurbishment SURE den 21. marts 2012 Procuring sustainable refurbishment Niels-Arne Jensen, Copenhagen City Properties (KEjd) Copenhagen Municipality KOMMUNE 1 Agenda About Copenhagen City Properties Background and

Læs mere

Integrated Coastal Zone Management and Europe

Integrated Coastal Zone Management and Europe Integrated Coastal Zone Management and Europe Dr Rhoda Ballinger Format of talk What is ICZM Europe and the coast non-iczm specific Europe and ICZM ICZM programme development ICZM Recommendation What is

Læs mere

Coalitions and policy coordination

Coalitions and policy coordination Coalitions and policy coordination This page intentionally left blank Mikkel Mailand Coalitions and policy coordination Revision and impact of the European Employment Strategy DJØF Publishing Copenhagen

Læs mere

Challenges for the Future Greater Helsinki - North-European Metropolis

Challenges for the Future Greater Helsinki - North-European Metropolis Challenges for the Future Greater Helsinki - North-European Metropolis Prof. Dr.-Ing. / M.A. soc. pol. HafenCity University Hamburg Personal introduction background: - urban and regional planning - political

Læs mere

ESG reporting meeting investors needs

ESG reporting meeting investors needs ESG reporting meeting investors needs Carina Ohm Nordic Head of Climate Change and Sustainability Services, EY DIRF dagen, 24 September 2019 Investors have growing focus on ESG EY Investor Survey 2018

Læs mere

Basic statistics for experimental medical researchers

Basic statistics for experimental medical researchers Basic statistics for experimental medical researchers Sample size calculations September 15th 2016 Christian Pipper Department of public health (IFSV) Faculty of Health and Medicinal Science (SUND) E-mail:

Læs mere

Richter 2013 Presentation Mentor: Professor Evans Philosophy Department Taylor Henderson May 31, 2013

Richter 2013 Presentation Mentor: Professor Evans Philosophy Department Taylor Henderson May 31, 2013 Richter 2013 Presentation Mentor: Professor Evans Philosophy Department Taylor Henderson May 31, 2013 OVERVIEW I m working with Professor Evans in the Philosophy Department on his own edition of W.E.B.

Læs mere

PEMS RDE Workshop. AVL M.O.V.E Integrative Mobile Vehicle Evaluation

PEMS RDE Workshop. AVL M.O.V.E Integrative Mobile Vehicle Evaluation PEMS RDE Workshop AVL M.O.V.E Integrative Mobile Vehicle Evaluation NEW - M.O.V.E Mobile Testing Platform Key Requirements for Measuring Systems Robustness Shock / vibrations Change of environment Compact

Læs mere

Der var engang 70érne avn i 80érne industrien flytter København i 00 erne opsving København i 00érne København i 2009 Cop 15 København 2010 København 2010 Klimatilpasningsplanen København The Copenhagen

Læs mere

Melbourne Mercer Global Pension Index

Melbourne Mercer Global Pension Index 15 October 2009 Melbourne Global Pension Index Dr David Knox www.mercer.com.au The Genesis Victorian Government wants to highlight the significant role that Melbourne plays in the pension and funds management

Læs mere

The X Factor. Målgruppe. Læringsmål. Introduktion til læreren klasse & ungdomsuddannelser Engelskundervisningen

The X Factor. Målgruppe. Læringsmål. Introduktion til læreren klasse & ungdomsuddannelser Engelskundervisningen The X Factor Målgruppe 7-10 klasse & ungdomsuddannelser Engelskundervisningen Læringsmål Eleven kan give sammenhængende fremstillinger på basis af indhentede informationer Eleven har viden om at søge og

Læs mere

Vores mange brugere på musskema.dk er rigtig gode til at komme med kvalificerede ønsker og behov.

Vores mange brugere på musskema.dk er rigtig gode til at komme med kvalificerede ønsker og behov. På dansk/in Danish: Aarhus d. 10. januar 2013/ the 10 th of January 2013 Kære alle Chefer i MUS-regi! Vores mange brugere på musskema.dk er rigtig gode til at komme med kvalificerede ønsker og behov. Og

Læs mere

Sustainable use of pesticides on Danish golf courses

Sustainable use of pesticides on Danish golf courses Indsæt nyt billede: Sustainable use of pesticides on Danish golf courses Anita Fjelsted - Danish EPA Ministry of the Environment 27 May 2015 - STERF The Danish Environmental Protection Agency 450 employees

Læs mere

Constant Terminal Voltage. Industry Workshop 1 st November 2013

Constant Terminal Voltage. Industry Workshop 1 st November 2013 Constant Terminal Voltage Industry Workshop 1 st November 2013 Covering; Reactive Power & Voltage Requirements for Synchronous Generators and how the requirements are delivered Other countries - A different

Læs mere

Project Step 7. Behavioral modeling of a dual ported register set. 1/8/ L11 Project Step 5 Copyright Joanne DeGroat, ECE, OSU 1

Project Step 7. Behavioral modeling of a dual ported register set. 1/8/ L11 Project Step 5 Copyright Joanne DeGroat, ECE, OSU 1 Project Step 7 Behavioral modeling of a dual ported register set. Copyright 2006 - Joanne DeGroat, ECE, OSU 1 The register set Register set specifications 16 dual ported registers each with 16- bit words

Læs mere

United Nations Secretariat Procurement Division

United Nations Secretariat Procurement Division United Nations Secretariat Procurement Division Vendor Registration Overview Higher Standards, Better Solutions The United Nations Global Marketplace (UNGM) Why Register? On-line registration Free of charge

Læs mere

Portal Registration. Check Junk Mail for activation . 1 Click the hyperlink to take you back to the portal to confirm your registration

Portal Registration. Check Junk Mail for activation  . 1 Click the hyperlink to take you back to the portal to confirm your registration Portal Registration Step 1 Provide the necessary information to create your user. Note: First Name, Last Name and Email have to match exactly to your profile in the Membership system. Step 2 Click on the

Læs mere

Generalized Probit Model in Design of Dose Finding Experiments. Yuehui Wu Valerii V. Fedorov RSU, GlaxoSmithKline, US

Generalized Probit Model in Design of Dose Finding Experiments. Yuehui Wu Valerii V. Fedorov RSU, GlaxoSmithKline, US Generalized Probit Model in Design of Dose Finding Experiments Yuehui Wu Valerii V. Fedorov RSU, GlaxoSmithKline, US Outline Motivation Generalized probit model Utility function Locally optimal designs

Læs mere

Statistical information form the Danish EPC database - use for the building stock model in Denmark

Statistical information form the Danish EPC database - use for the building stock model in Denmark Statistical information form the Danish EPC database - use for the building stock model in Denmark Kim B. Wittchen Danish Building Research Institute, SBi AALBORG UNIVERSITY Certification of buildings

Læs mere

Vina Nguyen HSSP July 13, 2008

Vina Nguyen HSSP July 13, 2008 Vina Nguyen HSSP July 13, 2008 1 What does it mean if sets A, B, C are a partition of set D? 2 How do you calculate P(A B) using the formula for conditional probability? 3 What is the difference between

Læs mere

Black Jack --- Review. Spring 2012

Black Jack --- Review. Spring 2012 Black Jack --- Review Spring 2012 Simulation Simulation can solve real-world problems by modeling realworld processes to provide otherwise unobtainable information. Computer simulation is used to predict

Læs mere

Appendix 1: Interview guide Maria og Kristian Lundgaard-Karlshøj, Ausumgaard

Appendix 1: Interview guide Maria og Kristian Lundgaard-Karlshøj, Ausumgaard Appendix 1: Interview guide Maria og Kristian Lundgaard-Karlshøj, Ausumgaard Fortæl om Ausumgaard s historie Der er hele tiden snak om værdier, men hvad er det for nogle værdier? uddyb forklar definer

Læs mere

Observation Processes:

Observation Processes: Observation Processes: Preparing for lesson observations, Observing lessons Providing formative feedback Gerry Davies Faculty of Education Preparing for Observation: Task 1 How can we help student-teachers

Læs mere

APNIC 28 Internet Governance and the Internet Governance Forum (IGF) Beijing 25 August 2009

APNIC 28 Internet Governance and the Internet Governance Forum (IGF) Beijing 25 August 2009 APNIC 28 Internet Governance and the Internet Governance Forum (IGF) Beijing 25 August 2009 http://www.intgovforum.org/ The Internet as a bone of contention The World Summit on the Information Society

Læs mere

Status of & Budget Presentation. December 11, 2018

Status of & Budget Presentation. December 11, 2018 Status of 2018-19 & 2019-20 Budget Presentation December 11, 2018 1 Challenges & Causes $5.2M+ Shortfall does not include potential future enrollment decline or K-3 Compliance. Data included in presentation

Læs mere

Byg din informationsarkitektur ud fra en velafprøvet forståelsesramme The Open Group Architecture Framework (TOGAF)

Byg din informationsarkitektur ud fra en velafprøvet forståelsesramme The Open Group Architecture Framework (TOGAF) Byg din informationsarkitektur ud fra en velafprøvet forståelsesramme The Open Group Framework (TOGAF) Otto Madsen Director of Enterprise Agenda TOGAF og informationsarkitektur på 30 min 1. Introduktion

Læs mere

User Manual for LTC IGNOU

User Manual for LTC IGNOU User Manual for LTC IGNOU 1 LTC (Leave Travel Concession) Navigation: Portal Launch HCM Application Self Service LTC Self Service 1. LTC Advance/Intimation Navigation: Launch HCM Application Self Service

Læs mere

Studieordning del 3,

Studieordning del 3, Studieordning del 3, 2014-2016 Autoteknolog, Valgfri Uddannelseselementer Academy Profession Degree in Automotive Technology Version 0.1 Revideret 19. august 2015 Side 0 af 6 Indhold Studieordningens del

Læs mere

To the reader: Information regarding this document

To the reader: Information regarding this document To the reader: Information regarding this document All text to be shown to respondents in this study is going to be in Danish. The Danish version of the text (the one, respondents are going to see) appears

Læs mere

Financial Literacy among 5-7 years old children

Financial Literacy among 5-7 years old children Financial Literacy among 5-7 years old children -based on a market research survey among the parents in Denmark, Sweden, Norway, Finland, Northern Ireland and Republic of Ireland Page 1 Purpose of the

Læs mere

Sport for the elderly

Sport for the elderly Sport for the elderly - Teenagers of the future Play the Game 2013 Aarhus, 29 October 2013 Ditte Toft Danish Institute for Sports Studies +45 3266 1037 ditte.toft@idan.dk A growing group in the population

Læs mere

Bachelorprojekt. Forår 2013 DMD10

Bachelorprojekt. Forår 2013 DMD10 + Bachelorprojekt Forår 2013 DMD10 +! 1. Om at skrive bachelorprojekt! 2. Typer af bachelorprojekter! 3. To eksempler på DMD-projekter! 4. Overvejelser over samarbejdsformer, proces, sprog! 5. ITUs generelle

Læs mere

F o r t o l k n i n g e r a f m a n d a l a e r i G I M - t e r a p i

F o r t o l k n i n g e r a f m a n d a l a e r i G I M - t e r a p i F o r t o l k n i n g e r a f m a n d a l a e r i G I M - t e r a p i - To fortolkningsmodeller undersøgt og sammenlignet ifm. et casestudium S i g r i d H a l l b e r g Institut for kommunikation Aalborg

Læs mere

Linear Programming ١ C H A P T E R 2

Linear Programming ١ C H A P T E R 2 Linear Programming ١ C H A P T E R 2 Problem Formulation Problem formulation or modeling is the process of translating a verbal statement of a problem into a mathematical statement. The Guidelines of formulation

Læs mere

Danske Bank Leadership Communication

Danske Bank Leadership Communication Danske Bank Leadership Communication Morten Dal - Chief Communications Advisor Info-netværkskonferencen 7.- 8. oktober Munkebjerg Hotel Vejle 09-10-2013 2 3 3 Agenda slide Background MOVE Feedback reports

Læs mere

Gusset Plate Connections in Tension

Gusset Plate Connections in Tension Gusset Plate Connections in Tension Jakob Schmidt Olsen BSc Thesis Department of Civil Engineering 2014 DTU Civil Engineering June 2014 i Preface This project is a BSc project credited 20 ECTS points written

Læs mere

Financing and procurement models for light rails in a new financial landscape

Financing and procurement models for light rails in a new financial landscape Financing and procurement models for light rails in a new financial landscape Jens Hoeck, Partner, Capital Markets Services 8 November 2011 Content 1. Why a need for rethinking 2. Criteria for a rethought

Læs mere

PARALLELIZATION OF ATTILA SIMULATOR WITH OPENMP MIGUEL ÁNGEL MARTÍNEZ DEL AMOR MINIPROJECT OF TDT24 NTNU

PARALLELIZATION OF ATTILA SIMULATOR WITH OPENMP MIGUEL ÁNGEL MARTÍNEZ DEL AMOR MINIPROJECT OF TDT24 NTNU PARALLELIZATION OF ATTILA SIMULATOR WITH OPENMP MIGUEL ÁNGEL MARTÍNEZ DEL AMOR MINIPROJECT OF TDT24 NTNU OUTLINE INEFFICIENCY OF ATTILA WAYS TO PARALLELIZE LOW COMPATIBILITY IN THE COMPILATION A SOLUTION

Læs mere

Children s velomobility how cycling children are made and sustained

Children s velomobility how cycling children are made and sustained Children s velomobility how cycling children are made and sustained Trine Agervig Carstensen, tac@ign.ku.dk Anton Stahl Olafsson, asol@ign.ku.dk Thomas Sick Nielsen, thnie@transport.dtu.dk Trafikdage i

Læs mere

Forventer du at afslutte uddannelsen/har du afsluttet/ denne sommer?

Forventer du at afslutte uddannelsen/har du afsluttet/ denne sommer? Kandidatuddannelsen i Informationsvidenskab - Aalborg 2 respondenter 5 spørgeskemamodtagere Svarprocent: 40% Forventer du at afslutte uddannelsen/har du afsluttet/ denne sommer? I hvilken grad har uddannelsen

Læs mere

Forventer du at afslutte uddannelsen/har du afsluttet/ denne sommer?

Forventer du at afslutte uddannelsen/har du afsluttet/ denne sommer? Kandidatuddannelsen i Informationsarkitektur - Aalborg 3 respondenter 10 spørgeskemamodtagere Svarprocent: 30% Forventer du at afslutte uddannelsen/har du afsluttet/ denne sommer? I hvilken grad har uddannelsen

Læs mere

Elite sports stadium requirements - views from Danish municipalities

Elite sports stadium requirements - views from Danish municipalities Elite sports stadium requirements - views from Danish municipalities JENS ALM Ph.d. student Malmö University jens.alm@mah.se Analyst Danish Institute for Sports Studies jens.alm@idan.dk Background Definitions

Læs mere

Unitel EDI MT940 June 2010. Based on: SWIFT Standards - Category 9 MT940 Customer Statement Message (January 2004)

Unitel EDI MT940 June 2010. Based on: SWIFT Standards - Category 9 MT940 Customer Statement Message (January 2004) Unitel EDI MT940 June 2010 Based on: SWIFT Standards - Category 9 MT940 Customer Statement Message (January 2004) Contents 1. Introduction...3 2. General...3 3. Description of the MT940 message...3 3.1.

Læs mere

Methods to increase qualifications for energy savings in buildings

Methods to increase qualifications for energy savings in buildings Methods to increase qualifications for energy savings in buildings By Iben Østergaard The Danish government has a goal 2025 decrease 25 % RE from 19 to 30 % One tool is the national Knowledge Centre for

Læs mere

Resource types R 1 1, R 2 2,..., R m CPU cycles, memory space, files, I/O devices Each resource type R i has W i instances.

Resource types R 1 1, R 2 2,..., R m CPU cycles, memory space, files, I/O devices Each resource type R i has W i instances. System Model Resource types R 1 1, R 2 2,..., R m CPU cycles, memory space, files, I/O devices Each resource type R i has W i instances. Each process utilizes a resource as follows: request use e.g., request

Læs mere

Cycling - a lifestyle choice Active Living Research Conference 2009

Cycling - a lifestyle choice Active Living Research Conference 2009 Cycling - a lifestyle choice Active Living Research Conference 2009 Niels Tørsløv 500.000 inhabitants Copenhagen - Capital of Denmark Total area 88 km2 5700 inhabitants/km2 2 Tilføj præsentationens titel

Læs mere

Susan Svec of Susan s Soaps. Visit Her At:

Susan Svec of Susan s Soaps. Visit Her At: Susan Svec of Susan s Soaps Visit Her At: www.susansoaps.com Background Based on All-Natural Soap and Other Products Started Due to Experience with Eczema Common Beginning Transition to Business Started

Læs mere

Help / Hjælp

Help / Hjælp Home page Lisa & Petur www.lisapetur.dk Help / Hjælp Help / Hjælp General The purpose of our Homepage is to allow external access to pictures and videos taken/made by the Gunnarsson family. The Association

Læs mere

Improving data services by creating a question database. Nanna Floor Clausen Danish Data Archives

Improving data services by creating a question database. Nanna Floor Clausen Danish Data Archives Improving data services by creating a question database Nanna Floor Clausen Danish Data Archives Background Pressure on the students Decrease in response rates The users want more Why a question database?

Læs mere

Special VFR. - ved flyvning til mindre flyveplads uden tårnkontrol som ligger indenfor en kontrolzone

Special VFR. - ved flyvning til mindre flyveplads uden tårnkontrol som ligger indenfor en kontrolzone Special VFR - ved flyvning til mindre flyveplads uden tårnkontrol som ligger indenfor en kontrolzone SERA.5005 Visual flight rules (a) Except when operating as a special VFR flight, VFR flights shall be

Læs mere

Øjnene, der ser. - sanseintegration eller ADHD. Professionshøjskolen UCC, Psykomotorikuddannelsen

Øjnene, der ser. - sanseintegration eller ADHD. Professionshøjskolen UCC, Psykomotorikuddannelsen Øjnene, der ser - sanseintegration eller ADHD Professionshøjskolen UCC, Psykomotorikuddannelsen Professionsbachelorprojekt i afspændingspædagogik og psykomotorik af: Anne Marie Thureby Horn Sfp o623 Vejleder:

Læs mere

Implementation of the Building directive in Denmark. Contents. (from a layman in urban planning)

Implementation of the Building directive in Denmark. Contents. (from a layman in urban planning) Implementation of the Building directive in Denmark Contents (from a layman in urban planning) 3 Average temperature ( C) 4 Hours of sunshine FEMSEK the new secretariat for the Danish Schemes Background

Læs mere

Den nye Eurocode EC Geotenikerdagen Morten S. Rasmussen

Den nye Eurocode EC Geotenikerdagen Morten S. Rasmussen Den nye Eurocode EC1997-1 Geotenikerdagen Morten S. Rasmussen UDFORDRINGER VED EC 1997-1 HVAD SKAL VI RUNDE - OPBYGNINGEN AF DE NYE EUROCODES - DE STØRSTE UDFORDRINGER - ER DER NOGET POSITIVT? 2 OPBYGNING

Læs mere

From innovation to market

From innovation to market Nupark Accelerace From innovation to market Public money Accelerace VC Private Equity Stock market Available capital BA 2 What is Nupark Accelerace Hands-on investment and business developmentprograms

Læs mere

On the complexity of drawing trees nicely: corrigendum

On the complexity of drawing trees nicely: corrigendum Acta Informatica 40, 603 607 (2004) Digital Object Identifier (DOI) 10.1007/s00236-004-0138-y On the complexity of drawing trees nicely: corrigendum Thorsten Akkerman, Christoph Buchheim, Michael Jünger,

Læs mere

The GAssist Pittsburgh Learning Classifier System. Dr. J. Bacardit, N. Krasnogor G53BIO - Bioinformatics

The GAssist Pittsburgh Learning Classifier System. Dr. J. Bacardit, N. Krasnogor G53BIO - Bioinformatics The GAssist Pittsburgh Learning Classifier System Dr. J. Bacardit, N. Krasnogor G53BIO - Outline bioinformatics Summary and future directions Objectives of GAssist GAssist [Bacardit, 04] is a Pittsburgh

Læs mere

Teknologispredning i sundhedsvæsenet DK ITEK: Sundhedsteknologi som grundlag for samarbejde og forretningsudvikling

Teknologispredning i sundhedsvæsenet DK ITEK: Sundhedsteknologi som grundlag for samarbejde og forretningsudvikling Teknologispredning i sundhedsvæsenet DK ITEK: Sundhedsteknologi som grundlag for samarbejde og forretningsudvikling 6.5.2009 Jacob Schaumburg-Müller jacobs@microsoft.com Direktør, politik og strategi Microsoft

Læs mere

Please report absence, also if you don t plan to participate in dinner to Birgit Møller Jensen Telephone: /

Please report absence, also if you don t plan to participate in dinner to Birgit Møller Jensen   Telephone: / Annex 01.01 Board Meeting - Draft Agenda Wednesday, 24 th April 2013 at 15.00-20.00 in the Meetery, AADK, Fælledvej 12, 2200 Copenhagen N Agenda Status Time (proposed) Annex Comments 1. Welcome and approval

Læs mere

Aktivering af Survey funktionalitet

Aktivering af Survey funktionalitet Surveys i REDCap REDCap gør det muligt at eksponere ét eller flere instrumenter som et survey (spørgeskema) som derefter kan udfyldes direkte af patienten eller forsøgspersonen over internettet. Dette

Læs mere

CHAPTER 8: USING OBJECTS

CHAPTER 8: USING OBJECTS Ruby: Philosophy & Implementation CHAPTER 8: USING OBJECTS Introduction to Computer Science Using Ruby Ruby is the latest in the family of Object Oriented Programming Languages As such, its designer studied

Læs mere

Tilmelding sker via stads selvbetjening indenfor annonceret tilmeldingsperiode, som du kan se på Studieadministrationens hjemmeside

Tilmelding sker via stads selvbetjening indenfor annonceret tilmeldingsperiode, som du kan se på Studieadministrationens hjemmeside Research Seminar in Computer Science Om kurset Subject Activitytype Teaching language Registration Datalogi master course English Tilmelding sker via stads selvbetjening indenfor annonceret tilmeldingsperiode,

Læs mere

Baltic Development Forum

Baltic Development Forum Baltic Development Forum 1 Intelligent Water Management in Cities and Companies developing and implementing innovative solutions to help achieve this objective. Hans-Martin Friis Møller Market and Development

Læs mere

GUIDE TIL BREVSKRIVNING

GUIDE TIL BREVSKRIVNING GUIDE TIL BREVSKRIVNING APPELBREVE Formålet med at skrive et appelbrev er at få modtageren til at overholde menneskerettighederne. Det er en god idé at lægge vægt på modtagerens forpligtelser over for

Læs mere

Finn Gilling The Human Decision/ Gilling September Insights Danmark 2012 Hotel Scandic Aarhus City

Finn Gilling The Human Decision/ Gilling September Insights Danmark 2012 Hotel Scandic Aarhus City Finn Gilling The Human Decision/ Gilling 12. 13. September Insights Danmark 2012 Hotel Scandic Aarhus City At beslutte (To decide) fra latin: de`caedere, at skære fra (To cut off) Gilling er fokuseret

Læs mere

KALK- OG TEGLVÆRKSFORENINGEN. CPR Sustainable Construction

KALK- OG TEGLVÆRKSFORENINGEN. CPR Sustainable Construction CPR Sustainable Construction 1 Tommy Bisgaard - Direktør i Kalk- og Teglværksforeningen - Formand for DS 417 (CEN TC350 & 351) - Formand for miljøkomiteen i TBE & CU (keramiske industrier i Europa) - Medlem

Læs mere

X M Y. What is mediation? Mediation analysis an introduction. Definition

X M Y. What is mediation? Mediation analysis an introduction. Definition What is mediation? an introduction Ulla Hvidtfeldt Section of Social Medicine - Investigate underlying mechanisms of an association Opening the black box - Strengthen/support the main effect hypothesis

Læs mere

Economic policy in the EU. The Danish Case: Excessive Loyalty to Austerity Bent Gravesen

Economic policy in the EU. The Danish Case: Excessive Loyalty to Austerity Bent Gravesen Economic policy in the EU The Danish Case: Excessive Loyalty to Austerity Bent Gravesen begr@foa.dk Disposition Global crisis 2008 Danish version 2010ff Austerity - the Danish political consensus version

Læs mere

Kommune og Amts Revision Danmark Statsautoriseret Revisionsaktieselskab

Kommune og Amts Revision Danmark Statsautoriseret Revisionsaktieselskab Kommune og Amts Revision Danmark Statsautoriseret Revisionsaktieselskab RESULTATOPGØRELSE 1. JANUAR - 31. DECEMBER Note 23 Nettoomsætning Andre eksterne omkostninger Bruttoresultat 1 Afskrivninger Resultat

Læs mere

ATEX direktivet. Vedligeholdelse af ATEX certifikater mv. Steen Christensen stec@teknologisk.dk www.atexdirektivet.

ATEX direktivet. Vedligeholdelse af ATEX certifikater mv. Steen Christensen stec@teknologisk.dk www.atexdirektivet. ATEX direktivet Vedligeholdelse af ATEX certifikater mv. Steen Christensen stec@teknologisk.dk www.atexdirektivet.dk tlf: 7220 2693 Vedligeholdelse af Certifikater / tekniske dossier / overensstemmelseserklæringen.

Læs mere

Sikkerhed & Revision 2013

Sikkerhed & Revision 2013 Sikkerhed & Revision 2013 Samarbejde mellem intern revisor og ekstern revisor - og ISA 610 v/ Dorthe Tolborg Regional Chief Auditor, Codan Group og formand for IIA DK RSA REPRESENTATION WORLD WIDE 300

Læs mere

Lovkrav vs. udvikling af sundhedsapps

Lovkrav vs. udvikling af sundhedsapps Lovkrav vs. udvikling af sundhedsapps Health apps give patients better control User Data Social media Pharma Products User behaviour Relatives www Self monitoring (app) data extract Healthcare specialists

Læs mere

FAST FORRETNINGSSTED FAST FORRETNINGSSTED I DANSK PRAKSIS

FAST FORRETNINGSSTED FAST FORRETNINGSSTED I DANSK PRAKSIS FAST FORRETNINGSSTED FAST FORRETNINGSSTED I DANSK PRAKSIS SKM2012.64.SR FORRETNINGSSTED I LUXEMBOURG En dansk udbyder af internet-spil ønsker at etablere et fast forretningssted i Luxembourg: Scenarier:

Læs mere

UNISONIC TECHNOLOGIES CO.,

UNISONIC TECHNOLOGIES CO., UNISONIC TECHNOLOGIES CO., 3 TERMINAL 1A NEGATIVE VOLTAGE REGULATOR DESCRIPTION 1 TO-263 The UTC series of three-terminal negative regulators are available in TO-263 package and with several fixed output

Læs mere

Agenda. The need to embrace our complex health care system and learning to do so. Christian von Plessen Contributors to healthcare services in Denmark

Agenda. The need to embrace our complex health care system and learning to do so. Christian von Plessen Contributors to healthcare services in Denmark Agenda The need to embrace our complex health care system and learning to do so. Christian von Plessen Contributors to healthcare services in Denmark Colitis and Crohn s association Denmark. Charlotte

Læs mere

Measuring the Impact of Bicycle Marketing Messages. Thomas Krag Mobility Advice Trafikdage i Aalborg, 27.08.2013

Measuring the Impact of Bicycle Marketing Messages. Thomas Krag Mobility Advice Trafikdage i Aalborg, 27.08.2013 Measuring the Impact of Bicycle Marketing Messages Thomas Krag Mobility Advice Trafikdage i Aalborg, 27.08.2013 The challenge Compare The pilot pictures The choice The survey technique Only one picture

Læs mere

Experience. Knowledge. Business. Across media and regions.

Experience. Knowledge. Business. Across media and regions. Experience. Knowledge. Business. Across media and regions. 1 SPOT Music. Film. Interactive. Velkommen. Program. - Introduktion - Formål og muligheder - Målgruppen - Udfordringerne vi har identificeret

Læs mere

Molio specifications, development and challenges. ICIS DA 2019 Portland, Kim Streuli, Molio,

Molio specifications, development and challenges. ICIS DA 2019 Portland, Kim Streuli, Molio, Molio specifications, development and challenges ICIS DA 2019 Portland, Kim Streuli, Molio, 2019-06-04 Introduction The current structure is challenged by different factors. These are for example : Complex

Læs mere

Traffic Safety In Public Transport

Traffic Safety In Public Transport Traffic Safety In Public Transport 13 October 2014 Arriva Denmark 2 Arriva Denmark Arriva has been part of public transport in Denmark since 1997 Arriva Denmark provides passenger transport by bus, train

Læs mere

Trolling Master Bornholm 2014

Trolling Master Bornholm 2014 Trolling Master Bornholm 2014 (English version further down) Ny præmie Trolling Master Bornholm fylder 10 år næste gang. Det betyder, at vi har fundet på en ny og ganske anderledes præmie. Den fisker,

Læs mere

Handelsbanken. Lennart Francke, Head of Accounting and Control. UBS Annual Nordic Financial Service Conference August 25, 2005

Handelsbanken. Lennart Francke, Head of Accounting and Control. UBS Annual Nordic Financial Service Conference August 25, 2005 Handelsbanken Lennart Francke, Head of Accounting and Control UBS Annual Nordic Financial Service Conference August 25, 2005 UBS Annual Nordic Financial Service Conference Handelsbanken, first half-year

Læs mere

Klimastrategi Københavns Lufthavne A/S

Klimastrategi Københavns Lufthavne A/S Klimastrategi Københavns Lufthavne A/S 1 2 CO 2 -udledning i Københavns Lufthavn Scope 3 Samlet CO 2 -udledning i 2018: 386.573 ton 93% Scope 3: Flyselskaber, handlere, forpagtere, lejere og tilbringertrafik

Læs mere

l i n d a b presentation CMD 07 Business area Ventilation

l i n d a b presentation CMD 07 Business area Ventilation l i n d a b presentation CMD 07 Business area Ventilation 1 Ventilation Sales LTM June 4 097 MSEK EBIT LTM June 449 MSEK 11,0% Two Divisions ADS 85% Comfort 15% YTD June 07 % Sales +31 Nordic countries

Læs mere

Implementing SNOMED CT in a Danish region. Making sharable and comparable nursing documentation

Implementing SNOMED CT in a Danish region. Making sharable and comparable nursing documentation Implementing SNOMED CT in a Danish region Making sharable and comparable nursing documentation INTRODUCTION Co-operation pilot project between: The Region of Zealand Their EHR vendor - CSC Scandihealth

Læs mere

FOKUSGRUPPE TYSKLAND. LOGSTOR Claus Brun

FOKUSGRUPPE TYSKLAND. LOGSTOR Claus Brun FOKUSGRUPPE TYSKLAND LOGSTOR Claus Brun Market overview Customer Segments Contractors End User Consulting Engineer 60% of turnover Main Focus: 1. Price 2. Delivery performance 3. Product Quality 25% of

Læs mere

Developing a tool for searching and learning. - the potential of an enriched end user thesaurus

Developing a tool for searching and learning. - the potential of an enriched end user thesaurus Developing a tool for searching and learning - the potential of an enriched end user thesaurus The domain study Focus area The domain of EU EU as a practical oriented domain and not as a scientific domain.

Læs mere

Handout 1: Eksamensspørgsmål

Handout 1: Eksamensspørgsmål Handout 1: Eksamensspørgsmål Denne vejledning er udfærdiget på grundlag af Peter Bakkers vejledning til jeres eksamensspørgsmål. Hvis der skulle forekomme afvigelser fra Peter Bakkers vejledning, er det

Læs mere

Mission and Vision. ISPE Nordic PAT COP Marts Jesper Wagner, AN GROUP A/S, Mejeribakken 8, 3540 Lynge, Denmark

Mission and Vision. ISPE Nordic PAT COP Marts Jesper Wagner, AN GROUP A/S, Mejeribakken 8, 3540 Lynge, Denmark Mission and Vision ISPE Nordic PAT COP Marts 2007 Mission Statement To provide a professional technical group to support all levels of competence of Process Analytical Technology within the Scandinavian

Læs mere

Elektriske apparater til husholdningsbrug o.l. Sikkerhed Del 1: Generelle krav

Elektriske apparater til husholdningsbrug o.l. Sikkerhed Del 1: Generelle krav Dansk standard Tillæg DS/IEC 60335-1/A1:2013 + Corr 1:2014 1. udgave 2014-05-08 Elektriske apparater til husholdningsbrug o.l. Sikkerhed Del 1: Generelle krav Household and similar electrical appliances

Læs mere

TEKSTILER. i det nye affaldsdirektiv. - Kravene til, og mulighederne for, de danske aktører

TEKSTILER. i det nye affaldsdirektiv. - Kravene til, og mulighederne for, de danske aktører TEKSTILER i det nye affaldsdirektiv. - Kravene til, og mulighederne for, de danske aktører Artikel 3, stk. 2b definitionen af municipal waste Municipal waste means a) mixed waste and separately collected

Læs mere

H2020 DiscardLess ( ) Lessons learnt. Chefkonsulent, seniorrådgiver Erling P. Larsen, DTU Aqua, Denmark,

H2020 DiscardLess ( ) Lessons learnt.   Chefkonsulent, seniorrådgiver Erling P. Larsen, DTU Aqua, Denmark, H2020 DiscardLess (2015-2019) Lessons learnt www.discardless.eu Chefkonsulent, seniorrådgiver Erling P. Larsen, DTU Aqua, Denmark, Fra ændrede fiskeredskaber til cost-benefit analyser Endnu et skifte i

Læs mere

IBM Network Station Manager. esuite 1.5 / NSM Integration. IBM Network Computer Division. tdc - 02/08/99 lotusnsm.prz Page 1

IBM Network Station Manager. esuite 1.5 / NSM Integration. IBM Network Computer Division. tdc - 02/08/99 lotusnsm.prz Page 1 IBM Network Station Manager esuite 1.5 / NSM Integration IBM Network Computer Division tdc - 02/08/99 lotusnsm.prz Page 1 New esuite Settings in NSM The Lotus esuite Workplace administration option is

Læs mere

The effects of occupant behaviour on energy consumption in buildings

The effects of occupant behaviour on energy consumption in buildings The effects of occupant behaviour on energy consumption in buildings Rune Vinther Andersen, Ph.D. International Centre for Indoor Environment and Energy Baggrund 40 % af USA's samlede energiforbrug sker

Læs mere

NOTIFICATION. - An expression of care

NOTIFICATION. - An expression of care NOTIFICATION - An expression of care Professionals who work with children and young people have a special responsibility to ensure that children who show signs of failure to thrive get the wright help.

Læs mere