E-Energy - Challenges and Opportunities for Information Systems in the smart grid – SEMINAR WINTER SEMESTER 2015/2016 – New business models through a “Sharing Economy” in the Energy Sector – SEMINAR PAPER – Submitted by: Adrian Degode Student ID: 3110192 Advisor: Stefan Reichert
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New Business Models Through a Sharing Economy in the Energy Sector - Seminar Paper Adrian Degode
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E-Energy - Challenges and Opportunities for
Information Systems in the smart grid
– SEMINAR WINTER SEMESTER 2015/2016 –
New business models through a “Sharing Economy”
in the Energy Sector
– SEMINAR PAPER –
Submitted by:
Adrian Degode
Student ID: 3110192
Advisor:
Stefan Reichert
New business models through a “Sharing Economy” in the energy sector?
3.1 Flexibility in Energy Production ............................................................................................................... 6
3.2 Flexibility in Energy Storage ...................................................................................................................... 7
3.3 Flexibility in Energy Consumption .......................................................................................................... 8
3.4 The Economic Importance of Flexibility for the Grid ................................................................... 10
4. New Business Models through a Sharing Economy ................................................................................ 11
4.1 Sharing Economy - A Major Change in Power Industry? ............................................................. 11
4.2 Business Cases from the Sharing Economy in the Energy Sector ............................................ 12
4.3 Aggregation of Small Scale Resources as a Business Model ....................................................... 14
5. Evaluation and Discussion ................................................................................................................................. 16
Limitations and Future Research ............................................................................................................................. 19
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a change in pricing moreover would not only give an advantage to system providers or direct
participants of demand response programs such as RTP, but would also result in a more elastic
demand and thus price, which would be lower than prices with fixed tariffs (Albadi, 2007, p. 3).
Initial programs for demand response with integrating electric vehicles which will be a major
opportunity in future, have already been started e.g. by “enercity” in Hannover, Germany
(Enercity, 2014)
3.4 The Economic Importance of Flexibility for the Grid
By all participants for the first time signing the climate treaty of December 12, 2015 in Paris, which
aims to maintain global temperature rise below 1.5°C, a historic step and a solid foundation
towards a more climate friendly world in the future has been taken (Federal German Government
2015). This goal is supposed to be reached by all countries by achieving a near zero carbon balance
in the second half of the century and therefore will very likely give a strong boost for renewable
energy implementation as environment-friendly technology.
Furthermore, it is likely that several countries will start phasing out power production by coal as
soon as renewable production becomes more efficient and profitable. In fact, solar panel prices
e.g. are decreasing more and more every year (Greentech Media, 2013; NREL, 2014). Considering
a nuclear and coal power phase out, future grids in the future must be able to offer high flexibility
in all of the aforementioned areas with a major focus on consumption and storage as the share of
energy being produced from renewables increases every year (LBBW, 2015, p. 14).
Disregarding the costs of global warming, two major economic arguments for flexibility in the grid
can be named. First, curtailment of energy, as equated with the opportunity costs of otherwise
selling this electricity. An example: 20% of the produced variable energy in a grid is curtailed due
to lack of supply and demand coincidence in connection with renewable production.
Implementing large amounts of storage with Round-Trip Efficiency of 80% (an average battery),
the energy provider would only bear 4% of revenue loss opposed to 20% without any kind of
flexibility. By combining flexibility in production, storage and consumption, these costs could be
reduced even further.
The second major argument for flexibility is maintaining grid stability, which is why Transmission
System Operators (TSOs) exist. A survey by the Berkley National Lab showed that the estimated
cost of power outage in the United States alone is estimated at $80 Billion every year (LaCommare
and Eto, 2004). This clearly shows the economic impact of grid stability for a nation. Adding
flexibility to the grid could therefore significantly improve the management of power quality
(power range, frequency and voltage). As, due to increasing amounts of intermittent renewable
energy, flexibility in the production becomes less important every year, the focus for the future
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should be more on flexibility in consumption and storage of energy. Thus, by using DSM and
storage techniques, efficiency and stability of grids could be significantly improved with the
outcome of reduced chance of power outages.
4. New Business Models through a Sharing Economy
This chapter will introduce the new phenomena of the “Sharing Economy” (SE). The term “Sharing
Economy” will be defined and its impacts on the electricity market today and in the future will be
discussed. Moreover, several new companies that have arisen from the SE and operate in the
energy market will be introduced. In a next step, the feasibility of a new business model that offers
small aggregated loads in the market will be assessed.
4.1 Sharing Economy - A Major Change in Power Industry?
Until today, mostly large companies participated in the energy market via DR programs. By
including small-industrial and residential customers in the DR-equation, which is now
increasingly becoming possible through ICT, completely new opportunities arise in this area,
raising DR to the status of a mainstay in future smart grids.
In recent years, the phenomena “Sharing Economy” has changed the whole markets. While the
most popular examples are companies like Airbnb or Uber, more and more areas come up with
new business models and ideas that apply the “sharing” idea. The electricity markets have not yet
had such a revolution, but already today, new promising startups like “Yeloha” or “Mosaic” from
the USA but also “Vandebron” from the Netherlands or “Lichtblick” from Germany are taking the
SE-lead in the energy market. More are expected to come. However, how to define the term
“Sharing Economy”? Not many definitions exist yet. The most applicable one however was given
by Benita Matofska (2013): “The Sharing Economy is a socio-economic ecosystem built around
the sharing of human and physical resources. It includes the shared creation, production,
distribution, trade and consumption of goods and services by different people and organizations.”
According to Jeremiah Owyang (2013), founder of Crowd Companies, there are three major
market drivers for the SE also known as Collaborative Consumption: Social-, economic- and
technological drivers. While Social drivers could be an increasing population density, the concept
sustainability, or the desire for community, economic drivers could be the monetization of excess
inventory, strained resources or the desire for previously inaccessible luxury. However, above all
others the technological drivers in the first place, made the SE at all possible through social
networking, mobile technologies, and digital payment systems.
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4.2 Business Cases from the Sharing Economy in the Energy Sector
To see the difference between classical power companies and those from the sharing economy,
several companies that originated from the SE will be presented.
4.2.1 “Yeloha”
Yeloha is a young startup from Boston (USA) that offers a Peer-2-Peer solar sharing network.
Yeloha is at the heart of the sharing economy as it is “the Airbnb for solar energy” (Whitford,
2015). There are two possibilities for consumers: First, a participant has a rooftop that is suitable
for installing solar panels, and therefore can offer their rooftop to other people who do not have
this possibility. These People are “sun hosts” as opposed to the “sun partners” who subscribe to
one or more solar panels. While the latter do not have to pay anything and can use around 30% of
the produced energy for free, the sun partners have to pay a subscription fee to “rent” the panels.
The excess energy is fed into the grid. The Sun Partner gets “Energy Credits” for energy that is sold
into the Grid. These credits are then used to reduce his electricity bill from his utility. The
company's revenue stream is from these subscriptions. Yeloha offers a value proposition by
lowering cost for all participants, a very convenient online platform, a community element that
you get in touch with and finally a lifestyle component that helps the environment.
4.2.2 “Mosaic”
Mosaic is a company based in Oakland (USA), offering a Peer-2-Peer business model (BM) based
on the principle of collaborative crowdfunding which gave it the reputation as “the Kickstarter for
solar” (Fehrenbacher, 2012) before. Mosaic helps each and every person to be part of the energy
transition by enabling them to participate in larger solar projects already starting from very small
amounts like $25 of investment, offering stable Return on Investment rates that can be either
reinvested in new projects or withdrawn onto ones bank account. Investing in projects of mosaic
can be done very conveniently via their website. Mosaics revenue sources are on the one hand
origination fees paid by the solar partners on the loans they get and on the other hand, small fees
which the investors have to pay. Mosaic therefore offers convenience, a value proposition for the
investor and a lifestyle component in terms of contributing to the environment and to other
people by helping them financing their solar projects.
4.2.3 “Vandebron”
Vandebron, based in the Netherlands, offers a Peer-2-Peer online platform that allows consumers
to avoid the traditional energy provider and directly buy renewable energy from selected
decentralized power producers. Vandebron itself does not own any facilities but only facilitates
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the administrative connection between consumers and producers. This includes solar, wind,
water and bio energy. Their aim is 100% transparency, selling real renewable energy instead of
energy from fossil fuels that is declared as “green” by trading emission certificates. Vandebron
helps both, consumers and producers to save- and respectively earn more money than by
cooperating with traditional providers. A social and reputational component is available in terms
of getting to know the producer in detail via an online story or even personally and of course by
promoting the implementation of more renewable energy. The business model is a monthly
subscription fee per connection for every user. Therefore, by reducing individual energy
consumption, Vandebron can allocate more users to each utility and thus produce more revenue.
Additionally, to add some convenience, Vandebron also offers gas delivery to its customers, as
buying from different utilities is impractical for the end customer. Essential for this business
model are liberalized energy markets.
4.2.4 “Lichtblick”
Lichtblick is the first German company to step away from the unidirectional Business towards a
SE. Although Lichtblick is not a new company, as it has already existed for 10 years as a classical
power delivery company for renewable energy, they have recently started a new business model
called “Swarm energy” which transforms the consumer into a prosumer. On the consumer level,
Lichtblick leverages its large electricity customer base and “Lichtblicker” community (as they are
called) by encouraging them to invest in photovoltaics and a storage unit or even bi-directional
electric vehicles. On the utility level, Lichtblick uses its proprietary complex IT-Platform named
“Swarm Conductor” that connects all the individual storage units into a large virtual bi-directional
power plant. By leveraging their license as a utility, Lichtblick can then participate in the larger
Energy market, in particular on the EEX (European electricity exchange) in Leipzig, which is
reserved to contracts above one MW, to offer “stability services” to the grid by either absorbing
or selling energy from or to the grid when prices are highest.
In a complex billing model, the consumer receives free energy into his storage or sells his excess
renewable energy to Lichtblick and thus participates in the larger energy market, which would
otherwise be closed to him. Furthermore, the consumer participates in Lichtblicks revenue
stream, which helps to finance their storage unit. Lichtblicks aim for the future is that every user
can connect to his personalized Interface via an App and share or sell their energy to the market
or to individual community participants. However, this is not possible today due to antiquated
legislation. Indeed, this energy could be shared and sold in Airbnb manner in the future, if the
energy stock market becomes more liberalized. Participating in Lichtblicks network offers several
things to the customer: Clearly, a value proposition in terms of reducing cost is given. As the
company and customers help to create a greener energy market, they also stand for sustainability.
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Being part of a large community of “Lichtblickern”, most certainly offers a feeling of community
and furthermore good reputation in terms of participating into something good for the
environment. In terms of convenience however, the business model is not competitive yet as it
needs a lot of effort to establish a complete solution. Besides that, Lichtblick offers everything that
is needed for a successful participation in the Collaborative Consumption market.
4.3 Aggregation of Small Scale Resources as a Business Model
As in the future, flexibility in the consumption will play a major role, the assessment of the
feasibility of a business model (BM) that aggregates small-scale resources of energy from many
different participants could be interesting. Therefore, such a BM would aim to afterwards offering
the aggregated energy to the market. Distributed energy resources (DERs) would be in the center
of attention for such a model. Depending on the definition of DERs, Demand Response can also be
counted as a DER as it is distributed and can be seen as a source of generation that is moreover
highly flexible and dispatchable.
Small Scale Resources can be defined as controllable loads such as Space Heating/Cooling devices,
water-heating systems, Electric Vehicle (EV) charging and, very relevant in the future, storage
systems such as Tesla’s Powerwall from the USA or SOLARWATT’S “My Reserve” from Germany.
A business model that aggregates such comparable small loads would highly depend on ICT, as
the aggregation of large amounts of small sources equivalently requires aggregation of large
amounts of information (Koto et al., 2011, p.1). Such a model would require a smart grid like
environment that transfers data via e.g. Wireless Sensor Networks within Home Area Networks
and Neighborhood Area Networks (Fadel et al., 2015). A possible technical overview how an
aggregation could take place is shown in Figure 4 below.
Figure 4. Integrated information and automation systems (Koto et al., 2011)
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Thereby, the company that would start such a business model would take the position of the
“Aggregator” providing an IT infrastructure that would process all the different data from every
single Home Automation System within the Network. The Aggregator then would have to be
directly connected to the grid operator in terms of data transfer to help balance the grid as a
service or to offer the accumulated energy in the market.
A business model like the one depicted would in fact work, if seen from a technical side. It would
be a combination of sharing economy in terms of more efficient usage of resources and advanced
DR applications in terms of small loads behaving as virtual storage (Siano, 2014, p. 468).
Furthermore, such a business model would also hold if regarded from the beneficial view, as it
would offer sustainability, enjoyment, reputation and economic efficiency for the participants.
According to Hamari et al. (2015), these four elements can be seen as necessities for a successful
business model in the Collaborative Consumption. However, such a business would require an
already developed infrastructure on End-Customer-Level, comparable to the today planed and
developed smart homes.
Yet, four reasons apply, why such a model is still on the drawing board level today:
1. Technological requirements for such a business model, that would have to be applied in a
greater scope to be profitable, are yet not available today.
2. The cost of setting up the required infrastructure on a Customer-Level as well as on an
Aggregator-Level, including the procurement of a big data IT platform that can manage such a
system, are out of proportion to possible revenues that could be derived from such a BM today.
3. Besides the economic aspects, privacy and security concerns of such a BM will also play a great
role on the consumer side. A BM is only as good as the demand for its service, if the people do
not want to participate for any privacy or security reason it is determined to fail.
4. Regarding argument three, to meet privacy and security goals of today, large investments
would have to be done that make such a BM even more unattractive from the economic side
of view. In addition, it would be unclear if the information that would have to be gathered were
to be arranged with privacy legislation of most of the western world today.
However, it is important to mention that a preliminary stage of such a business model is already
being realized today in Germany by Lichtblick as depicted in chapter 4.2.4. Even though in this
case only one device, the storage, is remotely managed and monitored, it is conceivable that by
further development of ICT and also the society towards the Internet of Things, more and more
digital controllable devices, Electronic Vehicles being next, will become part of everyone’s life.
This development will allow more complex business models, from a technical and from a
consumers’ point of view, in the future.
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5. Evaluation and Discussion
“The stuff that matters in life is no longer stuff. It’s other people. It’s relationships. It’s experience.”
This inspirational quote by Brian Chesky (2013), co-founder and CEO at Airbnb, hits the core of
the sharing economy and can be applied to all business models arising from it. New energy
companies such as those discussed, all offer more than just a product. Most of the time, they
combine convenience with ideology, economic efficiency and a social aspect which distinguishes
them from the everyday energy company i.e. they do not offer one product but a whole
“ecosystem”.
Furthermore, as the sharing economy among other things stands for sustainability, all of the
aforementioned companies ideologically, clearly position themselves as contributing to a greener
world, pushing the energy transition forward. This happens either directly, e.g. by increasing the
amount of energy production through crowd funding like Mosaic does, indirectly, by e.g.
promoting independent installation of wind turbines on own premises as in the Vandebron case,
or by making the utilization of produced energy more efficient e.g. by promoting storage units as
offered by Lichtblick.
As already mentioned in chapter 3.1, flexibility in production is either not possible with
sustainable energy or, in the case of coal, gas and nuclear power plants, too slow and costly to be
used in an ongoing real-time process that will be necessary in the future as high penetration of VG
constitutes a likely case. Therefore, SE business models in the energy market will most likely be
in the field of flexibility using storage or in the field managing the consumption of energy. The
latter however, at least today, is not a real option for companies but may be in the future, as
depicted in chapter 3.4. At the beginning of this paper, two questions were introduced:
1. What will determine whether these business models will be successful?
2. Will the sharing economy help to achieve a successful energy transition?
Referring to question one, a number of determinants come to mind, which are based on four
principles:
1. As shown by Jeremiah Owyang (2015), convenience, closely followed by the price, is
leading the list of most important arguments for using the shared economy. Thus,
companies operating in the sharing economy energy market should value their customer’s
time and patience, by offering especially user-friendly products in combination with a
clearly favorable price point as incentive, if they want to prevail. Furthermore, People long
for “community” in our fast-paced world today. Adding a social aspect will help SE
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businesses to first gather and then bind people to their products and services, which is
why this aspect must not be left out of consideration. All in all a “product ecosystem”.
2. Legislation, i.e. the will of the governments to invest in green energy in terms of subsidies
or tax reliefs to push renewables forward will determine whether such businesses will be
successful in future. In the USA for example such a subsidy is the “Solar Investment Tax
Credit” (ITC) which reimburses 30% of the investment of a solar system and was recently
extended to the end of 2020 (US Department of Energy 2015). After this period, the “cost
of solar” which has been dropping rapidly for years, will be a crucial determinant as to
whether companies in the SE Energy sector can survive without subsidies or whether new
government support will be needed to reach the goals agreed in Paris. Another area where
the government plays an important role is the liberalization of the energy markets
(lowering entry barriers), as all SE-business models actively participating in the energy
market depend on the possibility to be able to use the grid for their purposes without
discrimination and at a fair tariff, thus enabling them to develop long term business
models.
3. ICT cost reduction will be crucial to paving the path towards new and more complex
business models such as the aggregation of small energy resources (depicted in chapter
4.3) as today the core of every SE business and simultaneously the biggest investment
position is a convenient IT platform and infrastructure.
4. Personal privacy and system security. While the average energy business does not interfere
with personal privacy at home on a large scale yet, future models in a smart grid
environment such as advanced demand side management and smart homes most
certainly will. Therefore, privacy protection and privacy awareness will play a
considerable role in the success of these models and will need to be backed up by relevant
legislation. Besides privacy argument, “system security” should not be underestimated as
such IT-intensive environments may offer new ways for cyber-criminal activities.
The constantly decreasing production price of solar panels, wind turbines and storage elements
coupled with the increase in their efficiency will eventually lead to an increased interest in new
business models. As soon as it is affordable, understandable and offers an economic case to the
small man, it is likely to lead to mass implementation of DERs.
Referring to question two:
It is difficult to say what the role of the sharing economy will be in terms of its effects on grid
stability and therefore on a successful energy transition. Business models such as Lichtblicks
“Swarm Energy” and the like, which have a storage unit in the center of attention, at least today,
primarily intend to drive revenue by providing balancing energy to the utilities. Other companies
New business models through a “Sharing Economy” in the energy sector?
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like Yeloha or Mosaic however, drive revenue only from the implementation of new renewable
production, which increases the amount of variable generation that intermittently feeds power
into the grid, and further promotes grid instability as a side effect. Grid stability is not their
business but that of Transmission System Operators (TSO’s) whose job it is to guarantee reliable
grids. In the future, this could lead to new fees for companies destabilizing the grid on the one
hand or rewards for those stabilizing it on the other hand.
The aforementioned SE business models all rely on a centralized grid and its stability as a solid
backbone. The relationship between the sharing economy and traditional centralized production
was therefore appropriately summed up in one sentence by Matthew Crosby from the Rocky
Mountain Institute:
“A Peer-2-Peer sharing economy for DERs doesn’t obviate centralized power resources and the
grid—it complements the grid to provide consumers with a more optimized set of choices and
reliability” (Crosby, 2014).
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Limitations and Future Research
As the sharing economy in terms of energy market based business models is still in its infancy, it
is not possible to give binding statements about the exact consequences of this new development
for this industry and the grid stability today. Furthermore, different variables like government
support, cost reduction of ICT, decreasing production cost and increasing efficiency of PV and
wind-turbines and the attitude of humans towards clean technology, will determine if new
companies from the SE will become “big players” in the energy market, impacting their branch
like Airbnb as a showcase model did, or not.
This work has depicted the importance of flexibility in grids and presented several new business
models for the energy market in the sharing economy. However, it is limited in terms of examining
the impacts of these business models on the energy markets. Furthermore, no empirical research
has been done due to time and resource limitations, which is why additional empirical research is
needed to test the implications from this work. Therefore, future research could investigate the
economic impacts of energy companies from the sharing economy on the energy market in terms
of grid stability and efficiency, on the development of incumbent energy companies or on the trend
of average energy prices in the future, preferably from an empirical perspective.
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References
Akorede, M. F., Hizam, H., & Pouresmaeil, E. (2010). Distributed energy resources and benefits to the environment. Renewable and Sustainable Energy Reviews, 14(2), 724-734. Albadi, M. H., & El-Saadany, E. F. (2007, June). Demand response in electricity markets: An overview. In IEEE power engineering society general meeting (Vol. 2007, pp. 1-5). AAAS (American Association for the Advancement of Science), (2009). Statement on climate change from 18 scientific associations. http://www.aaas.org/sites/default/files/migrate/uploads/1021climate_letter1.pdf Accessed 06.01.2016 Bari, A., Jiang, J., Saad, W., & Jaekel, A. (2014). Challenges in the smart grid applications: an overview. International Journal of Distributed Sensor Networks, 2014. Barooah, P., Buic, A., & Meyn, S. (2015). Spectral decomposition of demand-side flexibility for reliable ancillary services in a smart grid. In System Sciences (HICSS), 2015 48th Hawaii International Conference on (pp. 2700-2709). IEEE. Bloomberg (2015), Global Trends in Renewable Energy Investment 2015 - Key Findings http://fs-unep-centre.org/sites/default/files/attachments/key_findings.pdf Accessed 05.01.16 Carr, G. (2012), “Sunny Uplands: Alternative Energy will no longer be alternative” In: The Economist: The World in 2013 print edition Also available at: http://www.economist.com/news/21566414-alternative-energy-will-no-longer-be-alternative-sunny-uplands Accessed 06.01.2016 Catalão, J.P.S., Smart and Sustainable Power Systems: Operations, Planning, and Economics of Insular Electricity Grids, Boca Raton: CRC Press, 2015, print. Chesky, B., 2013, https://twitter.com/airbnb/status/317700554895814656 Accessed on 02.02.2016 Chiu, A., Ipakchi, A., Chuang, A., Qiu, B., Brooks, D., Koch, E., ... & Crowder, R. S. (2009). Framework for Integrated Demand Response (DR) and Distributed Energy Resources (DER) Models. NAESB & UCAIug. September Coda Energy, 2015: http://www.codaenergy.com/customer-benefits/cost-savings Accessed 06.01.2016 Crosby, Matthew (2014), Rocky Mountain Institute: An Airbnb or Uber for the Electricity Grid? How DERs prepare the power sector to evolve into a sharing economy platform http://blog.rmi.org/blog_2014_09_02_an_airbnb_or_uber_for_the_electricity_grid Davito, B., Tai, H., & Uhlaner, R. (2010). The smart grid and the promise of demand-side management. McKinsey on Smart Grid, 38-44. Denholm, Paul & Maureen Hand (2011), “Grid flexibility and storage required to achieve very high penetration of variable renewable electricity”, Energy Policy 39.3: pp. 1817-1830. enercity, 2014, Start des Elektroauto-Ladeversuchs bei enercity https://www.enercity.de/presse/pressemeldungen/2014/2014-05-27-ladeversuch-e-auto/index.html Accesses 01.02.2016
New business models through a “Sharing Economy” in the energy sector?
21 / 26
Ets Insights (2013), Global Smart Meter Forecasts 2012 – 2020 http://etsinsights.com/reports/global-smart-meter-forecasts-2012-2020/ Accessed 06.01.2016 Fadel, E., Gungor, V. C., Nassef, L., Akkari, N., Maik, M. A., Almasri, S., & Akyildiz, I. F. (2015). A survey on wireless sensor networks for smart grid. Computer Communications. Federal German Government (2015), UN-Gipfel in Paris: Neuer Klimavertrag beschlossen http://www.bundesregierung.de/Content/EN/Artikel/2015/12_en/2015-12-12-klimaabkommen_en.html;jsessionid=2E593355D71954E4BF23CDB0BDE8C12A.s2t1 Accessed 06.01.2016 Fehrenbacher, K., (2012). The Kickstarter for solar could make you money starting this Summer http://gigaom.com/2012/05/04/the-kickstarter-for-solar-could-make-you-money-starting-this-summer/ Accessed 06.01.2016 Gao, J., Xiao, Y., Liu, J., Liang, W., & Chen, C. P. (2012). A survey of communication/networking in smart grids. Future Generation Computer Systems, 28(2), 391-404. Gelazanskas, L. & and Kelum AA Gamage (2014) "Demand side management in smart grid: a review and proposals for future direction." Sustainable Cities and Society 11: pp. 22-30. Gellings, C. W. (1985). The concept of demand-side management for electric utilities. Proceedings of the IEEE, 73(10), 1468-1470. Greentech Media (2013), Top Chinese Manufacturers Will Produce Solar Panels for 42 Cents per Watt in 2015, http://www.greentechmedia.com/articles/read/top-chinese-manufacturers-will-produce-solar-panels-for-42-cents-a-wat Accessed 25.01.2016 Hamari, J., Sjöklint, M., & Ukkonen, A. (2015). The sharing economy: Why people participate in collaborative consumption. Available at SSRN 2271971. IEA (International Energy Agency) (2013), Technology Roadmap Wind Energy 2013 edition http://www.iea.org/publications/freepublications/publication/Wind_2013_Roadmap.pdf Accessed 06.01.2016 IEA (International Energy Agency) (2014), PVPS Report Snapshot of Global PV1992-2013 http://www.iea-pvps.org/fileadmin/dam/public/report/statistics/PVPS_report_-_A_Snapshot_of_Global_PV_-_1992-2013_-_final_3.pdf Accessed 06.01.2016 IEA (International Energy Agency) (2015a): “Key World Energy Statistics 2015” http://www.iea.org/publications/freepublications/publication/KeyWorld_Statistics_2015.pdf Accessed 06.01.2016 IEA (International Energy Agency) (2015b), World Energy Outlook 2015, OECD Publishing, Paris. http://dx.doi.org/10.1787/weo-2015-en Accessed 06.01.2016 Jaradat, M., Jarrah, M., Bousselham, A., Jararweh, Y., & Al-Ayyoub, M. (2015). The Internet of Energy: Smart Sensor Networks and Big Data Management for Smart Grid. Procedia Computer Science, 56, 592-597.
New business models through a “Sharing Economy” in the energy sector?
22 / 26
Kost, C., Mayer, J. N. et al (2013), “Levelized Cost Of Electricity Renewable Energy technologies”, Frauenhofer Institute for solar energy systems ISE, Available at: https://www.ise.fraunhofer.de/en/publications/veroeffentlichungen-pdf-dateien-en/studien-und-konzeptpapiere/study-levelized-cost-of-electricity-renewable-energies.pdf/view Accessed 06.01.2016 Koto, A., Lu, S., Valavaara, T., Rautiainen, A., & Repo, S. (2011, December). Aggregation of small-scale active resources for smart grid management. In Innovative Smart Grid Technologies (ISGT Europe), 2011 2nd IEEE PES International Conference and Exhibition on (pp. 1-7). IEEE. LaCommare, K. H., & Eto, J. H. (2004). Understanding the cost of power interruptions to US electricity consumers. Lawrence Berkeley National Laboratory. LBBW (2015), Kapitalmärkte. Commodity Yearbook 2015, p. 14 https://www.lbbw-markets.de/cmp-portalWAR/ShowPropertyServlet?nodePath=/Markets+Repository/cmp/de/Rohstoffe/Upload-Dokumente/Commodity_Yearbook//datei&origin=www.lbbw-markets.de/commodity_yearbook Accessed 06.01.2016 Matofska, B. (2013), What is the Sharing Economy? Online: http://www.thepeoplewhoshare.com/blog/what-is-the-sharing-economy/ Accessed 06.01.2016 Mohd, A., Ortjohann, E., Schmelter, A., Hamsic, N., & Morton, D. (2008), Challenges in integrating distributed energy storage systems into future smart grid. In Industrial Electronics, 2008. ISIE 2008. IEEE International Symposium on (pp. 1627-1632). IEEE. Murphy, P. et al. (2010). Enabling tomorrow’s electricity system: report of the Ontario Smart Grid forum Available online at: http://www.ieso.ca/imoweb/pubs/smart_grid/Smart_Grid_Forum-Report.PDF Accessed 06.01.2016 NASA (National Aeronautics and Space Administration), Climate change: How do we know? www.climate.nasa.gov/evidence Accessed 06.01.2016 Navigant Research (2013), The Installed Base of Smart Meters Will Surpass 1 Billion by 2022 http://www.navigantresearch.com/newsroom/the-installed-base-of-smart-meters-will-surpass-1-billion-by-2022 Accessed 06.01.2016 North American Electric Reliability Corporation (NERC), 2009. Accommodating High Levels of Variable Generation, April 2009. NREL (National Renewable Energy Laboratory) (2014), Photovoltaic System Pricing Trends, http://www.seia.org/sites/default/files/resources/PV%20System%20Pricing%20Trends%20-%20Sunshot%20NREL%20-%20Sep%2022%202014.pdf Accessed 25.01.2016 Nykvist, B., & Nilsson, M. (2015). Rapidly falling costs of battery packs for electric vehicles. Nature Climate Change.
New business models through a “Sharing Economy” in the energy sector?
23 / 26
Owyang, J., Tran, C., & Silva, C. (2013). The Collaborative Economy. ALTIMETER www.slideshare.net/Altimeter/the-collaborative-economy Owyang (2015), Convenience as a Source of Competitive Advantage in the Collaborative Economy http://www.web-strategist.com/blog/2015/11/30/convenience-as-a-source-of-competitive-advantage-in-the-collaborative-economy accessed 27.01.2016 Pfluger, B., Sensfuß, F., Schubert, G., & Leisentritt, J. (2011). Tangible ways towards climate protection in the European Union (EU Long-term scenarios 2050). Fraunhofer ISI. Phuangpornpitak, N. & S. Tia. (2013), “Opportunities and challenges of integrating renewable energy in smart grid system”. Energy Procedia 34: pp. 282-290. QDR, Q. (2006). Benefits of demand response in electricity markets and recommendations for achieving them. Siano, P. (2014). Demand response and smart grids—A survey. Renewable and Sustainable Energy Reviews, 30, 461-478. US Department of Energy (2015), Business Energy Investment Tax Credit (ITC) http://energy.gov/savings/business-energy-investment-tax-credit-itc Accessed 31.01.2016 Wagner, H.-J., Koch, M. K., 2007: „CO2-Emissionen der Stromerzeugung“ In: BWK, 59 (10), pp. 45-49 Wang, W., Xu, Y., & Khanna, M. (2011). A survey on the communication architectures in smart grid. Computer Networks, 55(15), 3604-3629. Watkins, G. P. (1915). "A Third Factor in the Variation of Productivity: The Load Factor". American Economic Review (American Economic Association) 5 (4): 753–786. Whitford 2015, Here Comes the Airbnb of the Solar Industry http://www.inc.com/david-whitford/built-from-passion-yeloha.html Accessed 25.01.2016 World Energy Council (2013), “World Energy Scenarios: Composing energy futures to 2050.” https://www.worldenergy.org/wp-content/uploads/2013/09/World-Energy-Scenarios_Composing-energy-futures-to-2050_Full-report.pdf Accessed 06.01.2016 World Development Indicators (WDI), 2015 Available online at: http://data.worldbank.org/indicator/EG.ELC.LOSS.ZS Accessed 06.01.2016