HomeMy WebLinkAboutPVSC_Wilber-et-al_Performance_Cost_Solar_Photovoltaic_Technology_Alaska_ACEP 2015
Catching the Midnight Sun: Performance and Cost of Solar
Photovoltaic Technology in Alaska
Michelle Wilber, Erin Whitney, Christopher Pike and Jeremy Johnston
Alaska Center for Energy and Power, University of Alaska Fairbanks, P.O. Box 755910,
Fairbanks, AK 99775-5910, USA
Abstract — This paper is an update to the original 2017
review of solar photovoltaic (PV) technology cost and
performance in Alaska by E. Whitney and C. Pike in the Journal
of Renewable and Sustainable Energy (volume 9, pp. 061704:1-
9). Solar PV technology remains a nascent but promising energy
option in remote Alaska microgrids, which can serve as examples
for isolated electrical grids worldwide. Capacity factors for
community-scale solar PV installations in Alaska range from 7%
to 15%, which can still be economically viable given the high cost
of diesel typically used in rural powerhouses. With remote
locations and challenging conditions, total installed costs can be
significantly higher than those in the rest of the United States,
although trends indicate that costs per kilowatt-hour (kWh) are
lower for larger system sizes and are decreasing with time as seen
elsewhere.
Index Terms — Alaska, arctic, microgrids, photovoltaic, solar
I. INTRODUCTION
Significant volatility in fuel prices in the past decade and
concerns over energy security have thrust isolated grids such
as those found in rural communities, island states, and remote
military installations using conventional fossil fuel power
generation into an energy crisis. Many of these remote
locations are turning to renewable energy to reduce fuel
consumption and costs and to ensure a more independent and
reliable energy source. At the same time, vulnerability of
larger grids to disruption from natural disasters and other
sources has led to an interest in creating ‘islandable’
microgrids incorporating renewables to improve resiliency.
Over 200 remote communities in Alaska are largely
dependent on diesel generators and arguably have the highest
electric rates in the nation due to the logistics of importing
fuel. These stand-alone village microgrids typically serve
300–450 people with average loads of ~200 kilowatts (kW)
[1]. As such, these microgrids provide ideal settings to
validate variable generation and load control strategies with
broader applications to high-penetration renewable islanded
systems globally. The renewable energy contribution in many
small Alaska communities is already much higher
proportionally than what utilities in larger grids nationally
would even consider, although larger grids are on a trajectory
that will require doing so in future operations.
One of these renewable energy sources is solar photovoltaic
(PV) power [2]. Although Alaska’s high latitude creates large
fluctuations in sunlight throughout the year, computer
simulations show the solar PV potential in Alaska to be on par
with or greater than that of Germany, one of the largest solar
PV power markets in the world [3]. Furthermore, Alaska’s
cold temperatures increase system voltage, reduce electrical
resistance, and yield higher-than-rated outputs associated with
reflected light and albedo effects [4]-[5]. These factors,
combined with declining module prices, are making solar PV
technology more economical. Solar PV arrays have been
installed in all areas of the state from the southwest to the
Arctic, and low sun angles and long daylight hours represent
opportunities to mount panels vertically on walls as well as on
the east and west sides of buildings.
To illustrate the solar resource in Alaska, Figure 1 shows
the expected average daily solar radiation levels for varying
surface angles for different cities in Alaska relative to Seattle
and Phoenix in the continental United States [6]. Anchorage
(61°N) is located in southcentral Alaska, Fairbanks (65°N) is
in the interior, and Kotzebue (67°N) is in the far north. Figure
1c shows the amount of solar radiation that horizontal
collectors would be expected to receive throughout the year,
with the highest radiation levels in May and June. In the
graph showing the collectors tilted at 15° steeper than the
latitude angle (Figure 1a) and tilted vertically (Figure 1b), a
strong improvement in springtime performance is seen.
Figures 1a and 1b show that Fairbanks and Kotzebue
receive almost 5 kWh/m2/day in March and almost 6
kWh/m2/day in April. This early season performance
improvement is attributed to more direct radiation from the
low sun angles and high levels of reflected radiation from the
snow-covered ground. Significant space-heating demands
also coincide with this springtime arctic solar resource. While
solar PV power is not a viable year-round resource for
Alaskan communities, it can be of use for seasonal
applications and paired with other energy sources for winter
energy demands.
Fig. 1. Expected average daily solar radiation levels for varying
surface angles by city in Alaska, compared with Seattle and Phoenix.
For 1a, the collectors are angled at 15° steeper than the respective
latitudes of Seattle (48°N), Anchorage (61°N), Fairbanks (65°N),
Kotzebue (67°N), and Phoenix (33°N).
Figure 1 uses data from the National Renewable Energy
Laboratory (NREL), collected between 1961 and 1990 and
based on averaged values of radiation. It does not account for
weather patterns and cloud cover. In the NREL model, the
albedo of snow was taken into account to calculate reflected
radiation [7]. Surface albedo was adjusted depending on the
presence of snow cover. If there was snow on the ground, the
surface albedo was set to 0.6 (albedo for snow ranges from
~0.35 for old snow to 0.95 for dry new snow). If no snow
was indicated, the surface albedo was set to 0.2, a nominal
value for green vegetation and some soil types [7].
II. METHODS
Cost and production estimates are vital in the economic
analysis of a proposed solar project. An initial analysis of
solar installations in Alaska was compiled in 2017, which
included data before the fall of 2016 [8]. At that time, 17
installations had enough data to calculate a capacity factor,
and 18 installed or proposed systems had enough data to
estimate installed costs. Large variability in costs per installed
kW was seen in the 2017 compilation [8], and insufficient
data were available to see trends in cost with time.
An additional three years of installation and production data
were available to add to the 2017 analysis. At least four
additional community-scale solar PV systems have been
installed in isolated microgrids in Alaska since the fall of
2016, and many more systems (and capacity) have been
installed on the larger ‘railbelt’ electric grid which services
the area along Alaska’s road and rail system connecting the
interior and southcentral portions of the state. An additional
13 systems now have enough data to calculate a capacity
factor, and costs are available for four new systems and for
Solarize Anchorage, a neighborhood solar installation
program in Anchorage, Alaska.
Much of the data is not public and was obtained by
consultation with installers, community development staff,
and others with knowledge of the projects. Many of the
installed systems are currently monitored, with data available
through online portals. Some cost breakdowns by component
(hardware, labor, shipping, etc.) are possible, but often these
are estimations given a lump sum bid by installers.
III. ANALYSIS AND DISCUSSION
A. Total Installed Costs
As reported previously [8], costs for solar PV projects
installed in Alaska before fall of 2016 ranged from $3.19/W
to $13.33/W with all systems smaller than 24 kW, although
the low end of this cost range involved volunteer labor and/or
shipping deals. Adding on to that original analysis, a
proposed (but uninstalled) 50 kW project had an anticipated
cost of about $4.00/Watt. Additional costs are now available
for four community and utility scale PV systems installed in
Alaska in 2018. Costs are also available, as a function of size,
from a residential solar participation program (Solarize
Anchorage) in Anchorage, Alaska for 2018 and 2019. Costs
of the 2018 and 2019 projects range from $1.25 to
$4.60/Watt. All of these costs, translated to 2018 dollars and
plotted as a function of the year of installation, show a clear
trend of falling installation costs with time (Figure 2).
Total installed costs as reported here are the sum of labor,
parts and materials, and shipping. In some cases, as reported
in the 2017 analysis, lower than average installation costs
were realized by special circumstances in one or more of those
components. Most labor costs were not included in a 138
kWDC project in Willow, Alaska as the owners installed the
project themselves. For a number of other installations,
figures are based on verbal estimates from batched purchases
and are not public record. The inconsistency of information is
indicative of the nascent solar PV industry in Alaska.
Total installed costs in dollars per watt plotted as a function
of installation size for the 2018 and 2019 installations show a
trend toward lower costs with larger installation sizes, as seen
in Fig. 3. For the remote installations, costs ranged from
$2.20 to $4.60/Watt. All of these are for larger (> 45 kW)
systems. Installations on the less-remote road system in
Alaska range from $1.25 to $3.50/Watt, with higher costs for
smaller systems.
Fig. 2. Total installed costs ($/W) as a function of installation year
show a trend towards lower costs with time in Alaska. The yellow
and red lines show the trend for U.S. residential and commercial
installed costs, respectively, according to NREL [9]. All costs are in
2018 dollars.
Prices in Alaska are approaching but still generally higher
than prices in the contiguous United States (Figure 2). This is
unsurprising considering the high transportation and labor
costs of remote Alaska. It appears that the large variability
and high premiums in Alaska relative to contiguous U.S.
prices are falling, which is expected with a maturing market.
Fig. 3. Total installed costs ($/W) as a function of installation size
(kW) for 2018 and 2019 installations in Alaska show a trend towards
lower costs with larger installation sizes. All costs are in 2018
dollars.
B. Cost Breakdown
Cost breakdowns for solar installations in rural Alaska
(Table 1) are difficult to obtain. Often the contractor bids on a
job as a lump sum, and separating labor from equipment and
materials is difficult to do accurately.
Systems in Ambler, Kobuk, Shungnak, Noorvik, Noatak,
Deering, Kotzebue, Selawik, Kiana, Buckland, and Kivalina
(shaded in green in Table 1) were installed by Bering Straits
Development Company through coordination with the
Northwest Arctic Borough and were bid as a group. Costs for
these systems were difficult to separate from the main lump
sum bid. Based on input from Rob Bensin, former Energy
Efficiency and Renewable Energy Division Manager at
Bering Straits Development Company (personal
communication), costs were separated using 30% for logistics,
15% for labor, and the remainder for racking, hardware, and
materials.
Systems in Eagle and Kaltag were installed by the utilities
using funding from the Renewable Energy Fund. Systems in
Galena and Fort Yukon were installed with assistance from
the Tanana Chiefs Conference. The 18 kW installation in Fort
Yukon was accomplished with volunteer labor and a shipping
deal.
A 50 kW Galena system was only bid, and not installed. Per
price quote, “Heavy equipment to be provided for
trenching/anchors/material handling.” Shipping is estimated
here at $30,000 per Dave Pelunis-Messier, Rural Energy
Coordinator for the Tanana Chiefs Conference, based on other
similar systems in the Interior.
The Willow installation had additional estimated costs not
included in the other categories of: land preparation: $12,000,
fencing and security: $5,000, electrical and interconnection:
$22,000, equipment rental: $10,000.
The Hughes installation was not completely installed as of
spring 2019, and thus a cost per watt and total cost are not
given in Table 1. Of note, inverter installation, electrical
work, and interconnection are ongoing in Hughes. Therefore,
hardware cost in Table 1 does not include inverters, and
electrical labor and interconnection are also not included in
these cost breakdowns. Other costs incurred to date for this
installation, but not included in the categories of Table 1 are:
land preparation: $5,000 plus in-kind equipment use, and
$1335 for pile installation equipment rental.
C. Operation and Maintenance Costs
Costs for operation and maintenance (O&M) of a solar PV
system include scheduled maintenance and cleaning,
unscheduled maintenance, and inverter replacement reserves
[10]. According to NREL, costs dropped from $54/kW/yr in
2010 to $22/kW/yr in 2018 for residential-sized systems (less
than 10kW) in the U.S. [9]. Improved inverter reliability was
one driver of the decrease in O&M. In Alaska, most grid-tied
PV systems have been installed for less than 7 years, generally
well below the lifetime of major components.
TABLE I
COST DATA FOR SELECTED SOLAR INSTALLATIONS IN ALASKA
Installed Cost by Major Components
Location System
Size
(kW)
Installation
Date
(month/year)
Hardware
($) Support
Structure Labor/Travel
($) Shipping ($) Cost/Watt
($) Total Cost
($)
Installed systems. Costs were based on percentages of estimated total system cost
Ambler 8.4 3/2013 41,250 included in
hardware 11,250 22,500.00 8.93 75,000
Ambler
IRA 2.2 3/2013 13,750 included in
hardware 3,750 7,500.00 11.36 25,000
Kobuk 7.4 3/2013 41,250 included in
hardware 11,250 22,500.00 10.14 75,000
Shungnak 7.5 10/2013 41,250 included in
hardware 11,250 22,500.00 10.00 75,000
Noorvik 12 10/2013 41,250 included in
hardware 11,250 22,500.00 6.25 75,000
Noatak 11.3 11/2013 41,250 included in
hardware 11,250 22,500.00 6.64 75,000
Deering 11.1 11/2013 41,250 included in
hardware 11,250 22,500.00 6.76 75,000
Kotzebue-
1 10.5 10/2014 45,650 included in
hardware 12,450 24,900.00 7.90 83,000
Kotzebue-
2 10.5 11/2014 45,650 included in
hardware 12,450 24,900.00 7.90 83,000
Selawik 9.7 11/2014 45,650 included in
hardware 12,450 24,900.00 8.56 83,000
Kiana 10.5 8/2015 45,650 included in
hardware 12,450 24,900.00 7.90 83,000
Buckland 10.5 2015 45,650 included in
hardware 12,450 24,900.00 7.90 83,000
Kivalina 10.5 2015 45,650 included in
hardware 12,450 24,900.00 7.90 83,000
Installed systems with detailed cost records
Location System
Size
(kW)
Installation
Date
(month/year)
Hardware
Cost ($)
Support
Structure
Cost ($)
Labor/Travel
Cost ($) Shipping Cost
($) Cost/Watt
($) Total Cost
($)
Eagle 24 7/2015 115,552 included in
hardware 94,632
10.88 261,000
Kaltag 9.6 2012 78,657 included in
hardware 15,946 6,465.00 13.33 128,000
Galena 6.7 11/2012 14,400 2000 5,000 City covered
shipping cost 3.19 21,400
Fort
Yukon 18 7/2015 45,000 Included in
Hardware 20,000 5,000.00 3.89 70,000
Galena 50
Dec 2015
Estimate
Only Lumped together in bid 30,000.00 4.07 203,613
Buckland 45 Fall 2018 Breakdown not available 42,000.00 4.60 207,000
Willow 138 Summer
2018 91,000 30,000 10,000
Included in
other
costs 1.25 172,500
Hughes 122 2018-2019 71,412 40,920 51,429 32,195
The Cold Climate Housing Research Center (CCHRC) has
some of the oldest grid-tied solar installations in Alaska; it
maintains three pole-mounted PV systems on two-axis
tracking systems with a total installed size of 8 kW. A relay
has needed replacement, but otherwise very little maintenance
has been required. According to staff at the CCHRC, 4 hours
of maintenance are devoted to the systems per year (2 hours
twice each year). Assuming $60/hour, yearly maintenance
costs equal $30/kW/yr, without taking into account inverter
replacement. The trackers are locked at a fixed angle of 80°
azimuth facing due south between November and February,
when solar insolation is at a minimum and temperatures are
coldest; they are set to track the rest of the year.
One aspect of O&M in Alaska that deserves special
mention is that of snow clearing. A study by students at the
University of Alaska Fairbanks simulated the cost and benefit
of clearing snow from a hypothetical 1 MW solar installation
that faced south at a panel angle of 70°. The study
demonstrated that the cost savings from increased generation
of electricity due to snow having been cleared from the panels
did not justify the cost of labor to perform the task of clearing
snow. This study was performed in Fairbanks, where winds
are light and extended cold temperatures cause snow in the
fall and winter to stay on the ground into springtime. The
results would likely be the same, if not more exaggerated, in
Western Alaska, where high winds blow and mid-winter
warm-ups melt snow from roofs [11].
As stated in the 2017 review [8], discussions with a number
of individuals involved in the solar industry in Alaska yielded
O&M costs of approximately $100 per installed kW of solar
PV power on the high side. This is still considered a
reasonable upper limit, given that many of the solar PV arrays
installed around the state have still not needed any
maintenance since installation. Yearly bolt-tightening is
recommended and occasionally needed. Given all of the
documents reviewed to date, for PV systems less than 20 kW
in Alaska, O&M ranges from ~$25/kW/yr on the road system
or in hub communities to ~$100/kW/yr in more remote areas.
Operation and maintenance costs are not completely
dependent on system size; they are also a function of the level
of local expertise available for repairs, the cost of travel to and
from the site, occasional cleaning and inspection, unscheduled
warranty work, and inverter replacement reserves.
D. Expected Life
Most installers assume a system life of 25 years, although it
is useful to consider expected lifetimes of individual
components. Panels are typically warrantied for 10 years on
materials and 25 years for power output, and inverters can be
warrantied from 10–20 years. Only one early inverter failure
has been noted in a remote Alaskan installation. Tracking
systems are commonly reported to have failed in Alaska -
likely due to factory installation of inappropriate (“warm-
weather”) grease. Panels are sometimes damaged from
thrown rocks.
E. Capacity Factors
Capacity factor is a function of weather, system design,
system installation location, angle, and azimuth. It is a
unitless ratio of the average power generated, divided by the
rated peak power. Note that many of the systems installed in
the Northwest Arctic Borough were installed in a semicircular
fashion, with the goal of a broad production curve rather than
maximum power production at midday. More systems are
installed around the state than the ones reported here;
however, insufficient data were available to obtain capacity
factor information on the systems not listed.
Production data available in the 2017 analysis showed that
capacity factors ranged from 6% to 15% [8]. Additional
production data from these and other installations are now
available to update this analysis for more locations in Alaska
(Table 2). Including newer production data in the analysis,
capacity factors are found to range from 7% to 15%, with the
highest values at the one site with tracking. Predicted
capacity factors are calculated using NREL’s PVWatts
modeling program. Orientation and tilt were estimated from
photos, installer’s information, or assumed to be south at 30°
tilt if no other information was available. Production data
from these installations indicate that capacity factors are close
to those modeled by resources such as NREL’s PVWatts,
although PVWatts tends to over-predict yearly production at
installations in Alaska. This discrepancy points to the need for
refinements in local insolation, albedo, snow cover, and other
data. Underperformance compared to PVWatts modeling
could also be due to incorrect assumptions in the model,
shading, panel damage, clipping from inverters sized lower
than panel output, or other factors.
F. Levelized Cost per kWh
The simple levelized cost of renewable energy (cents/kWh)
was calculated at 34.4 cents/kWh based on the following
inputs into the National Renewable Energy Laboratory
(NREL) levelized cost of electricity (LCOE) calculator
detailed below. This figure is roughly half of that calculated
in the 2017 review [8].
Period: 25 years
Discount Rate: 3%
Capital Cost (average): $3,000/kW
Capacity Factor (average): 9%
Fixed O&M Cost: $100/kW/yr
Variable O&M Cost: none
Heat Rate: none
Fuel Cost: none
TABLE II
ANNUAL AVERAGE PRODUCTION AND CAPACITY FACTORS FOR SELECTED SOLAR INSTALLATIONS IN ALASKA
Station Location
System
Size (kW)
Measured Annual
Average Production
(kWh)
Capacity
Factor
PVWatts predicted
Capacity factor
Ratio of Actual to
PVWatts Capacity
Factor
Ambler 8.4 5351 7% 9% 78%
Arctic Village
Clinic 5 3722 8% 11% 78%
Bethel Yuut 10 12058 14% 11% 129%
Deering 11.1 9671 10% 10% 100%
Fairbanks
Tracking1 2.64 3555 15% 14% 112%
Fairbanks Fixed 2.64 3344 14% 11% 130%
Fairbanks
Tracking2 2.72 3516 15% 14% 107%
Manley Hot
Springs 6 4080 8% 9% 86%
Noatak 11.3 8921 9% 10% 91%
Nome 16.8 13654 9% 10% 91%
Nenana Teen
Center 4.4 4161 11% 11% 97%
Ruby Health
Clinic 5.5 4239 9% 9% 97%
Ruby Washateria 5.4 4223 9% 9% 99%
Kobuk 7.38 5618 9% 9% 93%
Shungnak 7.49 5049 8% 8% 93%
Noorvik 12 9674 9% 9% 101%
Kotzebue Bailing 10.53 8819 10% 10% 96%
Kotzebue 10.53 8684 9% 10% 95%
Kiana 10.53 8089 9% 11% 82%
Buckland 10.53 7317 8% 9% 87%
Galena 10.35 6474 7% 10% 69%
Fort Yukon 18 16423 10% 12% 88%
Koyukuk City
Building 5.16 3943 9% 11% 82%
Selawik 9.72 8490 10% 11% 93%
Kaltag 9.6 8827 10% 11% 99%
Bethel 4.9 4601 11% 11% 97%
Anchorage - Bear
Valley1 4.06 3209 9% 8% 108%
Anchorage -
Bear Valley2 7.78 6560 10% 9% 111%
Kivalina 10.5 6800 7% 10% 72%
Homer 4.13 3678 10% 11% 95%
Naknek 80.08 52125 7% 11% 69%
Ouzinke 7 5344 9% 11% 81%
Considering the capacity factors for installations in Alaska,
the LCOE ranges from 20.6–44.2 cents/kWh over a capacity
factor range of 7–15%, all other variables remaining constant.
Similarly, the LCOE ranges from 21.7–45.9 cents/kWh over a
capital cost range of $1,250–$4,600/kW, all other variables
remaining constant at the values listed above. The capital cost
range is assumed equal to the total installed cost range seen in
the 2018-2019 data, since solar PV costs are predominantly
capital costs. Capital costs are also the factor that has
changed the most since the 2017 review. This LCOE does not
take in to account tax credits and benefits or financing costs.
G. Storage Systems
With the continuing decrease in the cost of storage, solar
PV with storage is beginning to garner interest and be
installed in Alaska. Solar PV installations with large
instantaneous penetrations in remote microgrids can use
storage to maintain grid stability. Installations in Buckland,
Deering and Hughes are all planning to eventually include
battery storage on their grids as well. Storage costs are not
included in any of the data in the current analysis.
IV. SUMMARY
Solar PV technology is a nascent but promising energy
option in remote Alaskan microgrids and serves as an example
for isolated electrical grids worldwide. This study examines
community-scale solar PV installations in Alaska. Total
installed costs show a trend toward lower values with larger
installation sizes and with time, although prices in Alaska are
still generally higher than in the rest of the United States.
Capacity factors range from 7% to 15%. However, it should
be noted that some installation configurations, particularly in
the northwestern part of the state, were installed with the goal
of a broad production curve rather than maximum power
production.
ACKNOWLEDGEMENTS
Many people have contributed information and insight to
this study. For their review and comments, we wish to thank
Rob Bensin, former Energy Efficiency and Renewable Energy
Division Manager at Bering Straits Development Company,
now with ACEP; Ingemar Mathiasson, Energy Manager for
the Northwest Arctic Borough; Paul Schwabe of the National
Renewable Energy Laboratory; Dave Messier, Rural Energy
Coordinator for the Tanana Chiefs Conference; Bob Deering
of the United State Forest Service; Bruno Grunau of the Cold
Climate Housing Research Center; Alan Mitchell of Analysis
North; Brian Hirsch of Deerstone Consulting; and Dave
Lockard, Sam Tappen, and Neil McMahon of the Alaska
Energy Authority.
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