assessment of residential battery systems (rbs ... et al... · cost of li-based rbs around 3,000...
TRANSCRIPT
© M
arku
s G
raeb
ig e
t al
, TU
Ber
lin
Assessment of residential battery systems (RBS): profitability, perceived value proposition, and potential business models
Markus Graebig, TU Berlin
Georg Erdmann, TU Berlin
Stefan Röder, Steinbeis-Hochschule Berlin
37th IAEE International Conference, New York City, 2014
© M
arku
s G
raeb
ig e
t al
, TU
Ber
lin
2
Functional principle of RBS
Source: Graebig et al, E3/DC GmbH
Residential battery systems (RBS) for enhanced self-sufficiency
Home automation
Electricity consumer
(load)
Grid
E-mobility RBS
Conclusion Results Methods Introduction
© M
arku
s G
raeb
ig e
t al
, TU
Ber
lin
3
Guaranteed feed-in tariff for PV and average electricity price for households*
* Guaranteed feed-in tariff for PV, 10 kWp roof-top photovoltaics, new installation, average electricity tariff for a typical German household, 3 people, 3,500 kWh/year ** IHS Technology, Press Release: PV Storage Market Set to Explode to $19 Billion in 2017; Germany Leads Again, 2013 Source: IWR, BMU, BNetzA, BDEW
“Grid parity“ in Germany paves the way for RBS
0
10
20
30
40
50
60
2004 2006 2008 2010 2012 2014
Average electricity price
PV feed-in tariff
€-C
t/kW
h
• PV storage market expected to grow from $ 0.2 bn (2012) to $ 19 bn (2017)**
• Up to 70% market share in Germany**
• 30% government subsidy for RBS in Germany
Conclusion Results Methods Introduction
© M
arku
s G
raeb
ig e
t al
, TU
Ber
lin
4
Recent statements of top-managers from German major utilities
Source: ZfK (January 2013); BDEW-Kongress 2013; Handelsblatt (2014-01-28); celron consulting (2014-01-15)
German utilities are in need of new business models
Conclusion Results Methods Introduction
“Currently, all traditional utilities have their back to the wall.“
Kurt Mühlhäuser (former CEO of Stadtwerke München)
“The utilities‘ business model is dead.“
Werner Brinker (CEO of EWE)
“We are facing the worst structural crisis in the history of
electrical power supply.“
Peter Terium (CEO of RWE AG)
German utility managers expect a decline in electricity sales of EUR 8.3 bn. (11%) by 2020, in some smaller rural utilites even up to 19%, due to “prosumers“.
© M
arku
s G
raeb
ig e
t al
, TU
Ber
lin
5
Methods (1/2): RBS model
Source: Graebig et al
Model-based estimation of RBS’s expected profitability and degree of self-supply under optimistic assumptions
Input parameters (Optimistic) reference scenario
• Standard load profile SLP (15 minutes / 365 days) and total annual demand
• PV generation profile (15 minutes / 365 days) and total generation
• Feed-in tariff (0.136 €/kWh)
• Electricity price (only variable cost for energy: 0.27 €/kWh) and historic growth rate of 4.7% p.a.
• Technical parameters (degradation of PV and RBS, RBS efficiency, etc.)
• PV capacity: 7 kWp
• RBS capacity: 4 kWheff
• RBS peak power: 2 kWp
• RBS lifespan: 20 years
• Cost of capital: 3.1% p.a.
Output parameters
• Degree of self-supply
• Net present value (NPV) of RBS operation
Conclusion Results Methods Introduction
© M
arku
s G
raeb
ig e
t al
, TU
Ber
lin
6
Methods (2/2): online customer survey
Source: Graebig et al
Customer survey on purchasing criteria and willingness to pay
Conclusion Results Methods Introduction
17.7%
Private customers 360
Valid responses 377
Survey finished 396
Survey started 841
Invitation via e-mail 2,134
• Partner: “typical“ municipal utility in southern Germany
• Small city with 30,000 residents, less than 3% unemployment
• Online survey in June 2013: (1) Feedback for the utility (2) Utilities in general (3) Perception of RBS
• Objective of the RBS survey: (a) purchasing criteria and willingness to pay (b) Structural equation modelling for perceived value proposition
© M
arku
s G
raeb
ig e
t al
, TU
Ber
lin
7
RBS pay-back (NPV over 20 years) under optimistic assumptions*
* Assumptions: 4 kWheff RBS capacity; 2 kWp RBS peak power; 20 years RBS lifespan; 3.1% p.a. cost of capital Source: Graebig et al
Benefit of RBS below 1,000 €/kWheff
Conclusion Results Methods Introduction
© M
arku
s G
raeb
ig e
t al
, TU
Ber
lin
8
Market overview of RBS in Germany, 2013*
* “Pb” denotes lead-based batteries, “Li” lithium-ion-based batteries Source: providers’ websites, researched by André Huschke; Focus magazine, 2013
Cost of Li-based RBS around 3,000 €/kWheff
0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15
10,000
5,000
0
40,000
35,000
30,000
25,000
20,000
15,000
Li
Pb
EUR
kWh (effective capacity)
Conclusion Results Methods Introduction
© M
arku
s G
raeb
ig e
t al
, TU
Ber
lin
9
Degree of self-supply, based on PV, with and without RBS*
* Assumptions: 7 kWp PV capacity; 4 kWheff RBS capacity; 2 kWp RBS peak power; 20 years RBS lifespan; 3.1% p.a. cost of capital Source: Graebig et al
Degree of self-supply is substantially enhanced by RBS
0
10
20
30
40
50
60
70
80
90
100
43.7%
3,000
4,000
3,500
3,000
2,500
2,000
1,500
1,000
500
0
64.2%
42.0%
4,000
€ 3,914
70.3%
10,000 9,000 8,000
€ 3,730
50.9%
37.8%
7,000
€ 3,821
54.4%
39.1%
6,000
€ 3,914
58.7%
40.4%
5,000
€ 3,989
Electricity demand [kWh per year]
RB
S e
con
om
ic b
en
efit
[€
, NP
V]
De
gre
e o
f se
lf-s
up
ply
[%
]
PV + RBS
only PV
RBS benefit
Conclusion Results Methods Introduction
© M
arku
s G
raeb
ig e
t al
, TU
Ber
lin
10
Customers‘ attitude towards RBS
Source: Graebig et al
Customers attribute “soft factors“ to RBS
100%
3.1 %
7.2%
54.2%
86.1%
78.0%
13.6%
100% Disagree Agree
I like the idea of an RBS.
I can envision using an RBS.
I am planning on purchasing an RBS.
N = 360
80.1%
70.0%
69.4%
65.9%
60.5%
Saving money through higher PV self-supply
Avoiding future electricity price rises
Independent electricity supply for my home
Protecting environment, mitigating climate change
Contributing to the “Energiewende”
100% 0% Agree
Top-5 reasons for an RBS
Conclusion Results Methods Introduction
© M
arku
s G
raeb
ig e
t al
, TU
Ber
lin
11 Source: Graebig et al
Willingness to pay exceeds the expected pay-back
What would you consider a fair price (one-time purchasing price or monthly leasing fee, respectively)?
n/a
24.7%
Leasing
25.6%
Purchasing 49.7%
What would be your preferred mode of payment for an RBS?
n = 352
[EUR]
[EUR]
Conclusion Results Methods Introduction
© M
arku
s G
raeb
ig e
t al
, TU
Ber
lin
12
Conclusion and outlook: 5 hypotheses about RBS
* Note: RBS is targeted to microeconomic decision-makers – no system perspective. Source: Graebig et al
RBS may trigger some very innovative business models
Conclusion Results Methods Introduction
(1) Two-fold value proposition: self-sufficiency vs. cost-efficiency.
(2) Pay-back of RBS is only 20-30% of purchasing price ... ... but customers value the “soft factors“, particularly self-sufficiency.
(3) RBS may generate additional value (e.g., micro-CHP, “battery cloud“, etc.).
(4) RBS provide new business opportunities for utilities (leasing, customer retention, cross-selling, etc.).
(5) International markets beyond Germany might be more attractive: security of supply as an additional value proposition.
© M
arku
s G
raeb
ig e
t al
, TU
Ber
lin
13
B A C K U P
© M
arku
s G
raeb
ig e
t al
, TU
Ber
lin
14
Comparison of standard load profile (SLP) with a high-res synthetic load profile*
* One Thursday in February. SLP (15 min) vs. synthetic load profile (1 min), 4,577 kWh total annual electricity demand. Source: refined PV/RBS model by Graebig, Birkholz, Eicke, Huschke (unpublished paper)
Standard load profile (SLP) smoothens demand peaks and leads to an overly optimistic assessment of RBS
Conclusion Results Methods Introduction
© M
arku
s G
raeb
ig e
t al
, TU
Ber
lin
15
Self-sufficiency through RBS under optimistic assumptions
Source: Graebig et al
More than 70% self-supply achievable
Outlook Results Methods Introduction
© M
arku
s G
raeb
ig e
t al
, TU
Ber
lin
16
Preliminary results from the structural equation model
Source: Graebig et al
Self-sufficiency is major driver for a positive attitude towards RBS
Outlook Results Methods Introduction
Perceived usefulness
Subjective norm
Perceived ease of use
Being self-sufficient
Attitude towards use
Intention to use
Personal innovativeness
0.14 / 2.93
0.1
3 /
3.0
7
0.26 / 6.04
0.55 / 10.37
0.31 / 5.56
0.67 / 11.35