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Executive Summary
This study was undertaken at the request of the Committee on Science, U.S. House of Representatives. The
Committee asked the Energy Information Administration (EIA) to provide an analysis of the Final
Rulemaking on Heavy-Duty Engine and Vehicle Standards and Highway Diesel Fuel Sulfur Control Requirements, which was signed by President Clinton in
December 2000.1
The purpose of the rulemaking is to reduce emissions of
nitrogen oxides (NOx) and particulate matter (PM) from
heavy-duty highway engines and vehicles that use diesel fuel. The new rule requires refiners and importers to
produce highway diesel meeting a 15 parts per million
(ppm) maximum requirement, starting June 1, 2006;
however, pipelines are expected to require refiners to
provide diesel fuel with an even lower sulfur content,
somewhat below 10 ppm, in order to compensate for
contamination from higher sulfur products in the sys
tem, and to provide a tolerance for testing. Diesel meet
ing the new specification will be required at terminals by
July 15, 2006, and at retail stations and wholesalers by
September 1, 2006. Under a “temporary compliance
option” (phase-in), up to 20 percent of highway diesel
fuel produced may continue to meet the current 500
ppm sulfur limit through May 2010; the remaining 80
percent of the highway diesel fuel produced must meet
the new 15 ppm maximum.
The purpose of this study is to assess the possible impact of the new sulfur requirement on the diesel fuel market.
The study discusses the implications of the new regulations for vehicle fuel efficiency and examines the technology, production, distribution, and cost implications
of supplying diesel fuel to meet the new standards. In
order to address both the short-term and mid-term
supply issues identified by the Committee on Science,
this analysis incorporates two different analytical
approaches. Refinery cost analysis addresses the uncertainty of supply in the short term, during the transition
to ultra-low-sulfur diesel fuel (ULSD) in 2006. Mid-term issues and trends (2007 through 2015) are addressed through scenario analysis using EIA’s National Energy
Modeling System (NEMS). The Committee on Science
requested that these analyses use assumptions consistent with the Regulatory Impact Analysis published by
the U.S. Environmental Protection Agency (EPA). Discussion of the key issues and uncertainties related to the
distribution of ULSD is based on interviews with a number of pipeline carriers.
Although highway-grade diesel is the second most con
sumed petroleum product, gasoline is the most impor
tant product by far. In 1999 highway diesel accounted
for 12 percent of total petroleum consumption and gaso
line 43 percent.2 Consumption of highway-grade diesel
(500ppm) accounted for 68 percent of the distillate fuel
market in 1999, although 9 percent went to non-road
(rail, farming, industry) and home heating uses.3 Higher
sulfur distillate (more than 500 ppm sulfur), used exclu
sively for non-road and home heating needs, accounted
for the other 32 percent of the distillate market.
Assessment of Short-Term Effects
of the Rule
Whether there will be adequate supply of diesel fuel as
the new standard becomes effective in June 2006 is one
of the key questions raised by the House Committee on
Science in the request for analysis. To assess this possi
bility, cost increases for individual refineries to produce
ULSD were estimated, the cost increases were arrayed
from smallest to largest, and the resulting cost curves
were matched against projected demand and imports.
The cost curves reflect investment requirements and
operating costs for refineries in Petroleum Administra
tion for Defense Districts (PADDs) I through IV.4 ULSD production costs were estimated for different groups of
refineries based on size, sulfur content of feeds, fraction
of cracked stocks in the feed,5 boiling range of the feed,
and fraction of highway diesel produced. Unlike ULSD
analyses conducted by the EPA and others, the cost
curves relied on proprietary stream data collected by EIA.6 The capital and operating costs for the different
groups were developed for EIA by the staff of the
National Energy Technology Laboratory (NETL), consistent with the EPA analysis. Return on investment was
assumed to be 5.2 percent after taxes, consistent with the EPA’s assumption of a 7-percent before-tax return on
investment. Costs were not adjusted to take sulfur credit
trading into account, because of the uncertainty about
whether trading would occur and the value of the credits. If credit trading occurred, costs could be reduced.
Cost representations of desulfurization units were used
to develop four sets of cost curves, based on four different investment rationales (Table ES1). Within a given
supply curve, the relative costs of different groups of
refineries provide an indicator of possible supply shortfalls at the beginning of the ULSD requirement in the
summer of 2006. Some refiners may be able to produce
ULSD at a cost of about 2.5 cents per gallon; however, at the volumes needed to meet demand, costs are estimated at 5.4 to 6.8 cents per gallon,7 and they could be
higher if supply falls short of demand and consumers
bid up the price. The behavior of refiners will be influenced by their expectation of what others will do and is
therefore subject to considerable uncertainty.
The four refinery investment scenarios have progressively more volume and are defined as follows:
- The Competitive Investment scenario includes only those refiners that are very likely to prepare to produce ULSD in 2006. They currently hold market share and are estimated to be able to produce ULSD at a competitive cost. Refiners with highway diesel as a relatively low fraction of their distillate production are assumed to abandon the market unless their
cost per unit of production is competitive at current
highway diesel production levels.
- In the Cautious Expansion scenario, current producers with competitive cost structures for ULSD production and high fractions of highway diesel
production (greater than 70 percent) are assumed to
maintain current production levels and, possibly, to
push production of ULSD toward 100 percent of
their distillate production if only minor increases in
per-unit production costs occur for the increased
volume.
- The Moderate New Market Entry scenario assumes
that a selective number of refineries currently producing little or no highway diesel will enter the
ULSD market. The underlying premise is that a limited number of companies would think that they
would be able to gain market share without depressing margins to the extent of undercutting profits.
- The Assertive Investment scenario assumes that a
larger number of refiners would make the requisite
investments to either maintain or gain share in the
highway diesel market. In this scenario, refiners
would believe that most of their competitors were
overly cautious, and that they could succeed by taking a contrary strategy (which in reality would be
adopted by far more refiners than anticipated).
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As a result of distribution limitations and non-road uses, the amount of ULSD actually needed to balance demand in 2006 is highly uncertain. Accordingly, a range of demand estimates was developed to account for some of the uncertainty (Table ES2 and Figure ES1). The Small Refiner and Temporary Compliance Options demand estimate was calculated as 80 percent of the estimated demand for transportation distillate for both highway and non-road uses in PADDs I-IV in 2006 (excluding production by small refineries, which are allowed to request waivers to delay production until 2010), representing the EPA’s requirement to produce 80 percent ULSD after the regulation takes effect. The Small Refiner and Temporary Compliance Options with Imports estimate assumes that imports from Canada and the Virgin Islands will continue at historical levels (Demand B, which matches the demand projection in the mid-term analysis described in Chapter 6). The Highway Use Only, Small Refiner and Temporary Compliance Options with Imports estimate (Demand C) assumes that ULSD will be used only to meet highway transportation demand, that the temporary compliance option will further reduce this demand by 20 percent, and that imports will remain at historical levels. Finally, the Highway Use Only, Small Refiner and Temporary Compliance Options with Higher Imports estimate (Demand D) assumes a higher level of ULSD imports.8
The combined cost curves for PADDs I-IV show that the total volume of ULSD production on the cost curves for the Competitive Investment and Cautious Expansion
scenarios, production reaches the two lowest demand estimates, although at different costs (Figure ES1). In the Moderate New Market Entry scenario, production just reaches the Small Refiner and Temporary Compliance Options with Imports estimate. In the Assertive Investment scenario, production just reaches the Small Refiner and Temporary Compliance Options estimate.
The largest shortfall—estimated at 264,000 barrels per
day relative to the Small Refiner and Temporary Compliance Options demand estimate (Demand A, the high
est demand estimate in Table ES2)—occurs in the Competitive Investment scenario (which assumes the
most cautious investment strategy and has the lowest production estimate). The largest surplus—517,000 barrels per day relative to the Highway Use Only, Small Refiner and Temporary Compliance Options with Higher Imports estimate (the lowest demand estimate)—occurs in the Assertive Investment scenario (which assumes the most aggressive investment strategy and has the highest production estimate).
With the Highway Use Only, Small Refiner and Temporary Compliance Options with Imports demand estimate (Demand C), all the production scenarios project sufficient supply (at least in the aggregate). For the Small Refiner and Temporary Compliance Options with Imports demand estimate (Demand B), the Moderate New Market Entry and Assertive Investment production scenarios provide supplies that are higher than demand by 197,000 barrels per day and 6,000 barrels per day, respectively. Supplies in the Competitive Investment and Cautious Expansion scenarios fall short of Demand B by 184,000 and 123,000 barrels per day,
respectively. For the Small Refiner and Temporary Compliance Options demand estimate (Demand A), only the
Assertive Investment production scenario provides sufficient supply.
Two sensitivity cases were used to examine the effects of assumptions about hydrotreater capital costs and about return on investment. The capital costs assumed in the
initial set of four scenarios are similar to those used in
the EPA analysis. When the capital costs for hydro
treater units are assumed to be about 40 percent higher
than assumed in the initial set of scenarios, production
of ULSD is projected to be 25,000 to 55,000 barrels per
day lower, and the production costs are projected to be
from 0.5 to 1.1 cents per gallon higher. When a 10
percent return on investment is assumed, as compared
with 5.2 percent assumed in the initial set of scenarios,
production is projected to be 40,000 to 66,000 barrels per day lower and costs 0.8 to 1.2 cents per gallon higher. Because of the reduced volumes, estimated production
levels in the Moderate New Market Entry Scenario fall
short of the demand level projected in the Small Refiner
and Temporary Compliance Options with Imports estimate in both the higher capital cost and higher required
return on investment sensitivity cases.
The scenarios indicate the possibility of a tight diesel
market when the ULSD Rule is implemented.
Supply scenarios that assume more cautious investment
indicate inadequate supply compared with the demand
levels projected in the Annual Energy Outlook 2001. Only
more aggressive investment scenarios or lower demand
scenarios show adequate supply to meet estimated
demand. Furthermore, this analysis compares supply
and demand at a very aggregate level. Maintaining a
balance of supply and demand across regions and
throughout the distribution system could be even more
difficult.
If supplies fell short of demand, sharp price increases
would likely occur to balance supply and demand.
Sharply higher prices would curtail demand for diesel
fuel. Truckers would reduce consumption to the extent
possible and try to pass higher fuel costs on to customers, who would then look for alternative means to transport goods. In this situation refiners would attempt to
maximize ULSD production. Some additional production may be possible by, for example, shifting some
non-road distillate or jet fuel streams into ULSD. Additional imports of ULSD or jet fuel could be forthcoming if there were large price differentials between markets.
In 2006, little ULSD will actually be needed, because few new vehicles requiring ULSD will be on the road by then. If it becomes apparent that there will be inadequate supply, or if distillate markets are tight, the EPA could temporarily reduce the required proportion of ULSD
production, which could make additional diesel supplies available. However, a temporary reduction would
reduce the availability of ULSD supplies for new vehicles. In its final rulemaking the EPA required refiners and importers to submit a variety of reports to ensure a smooth transition, and the agency plans to establish an advisory panel to look at issues of diesel supply and monitor the progress of related technologies.
Assessment of Mid-Term Effects of the Rule
The mid-term analysis for this study was performed using the NEMS Petroleum Market Module (PMM) to assess the impact of new requirements for ULSD in the years 2007 through 2015. The PMM represents domestic refinery operations and the marketing of petroleum products to consumption regions. Refining operations are represented by a three-region linear programming formulation of the five PADDs. PADDs I (East Coast) and V (West Coast) are treated as single regions, and
PADDs II (Midwest), III (Gulf Coast), and IV (Rocky
Mountains) are aggregated into one region. Each region
is considered as a single firm, for which more than 80
distinct refinery processes are modeled. Refining capacity is allowed to expand in each region.
Unlike previous ULSD analyses, the PMM provides multi-year scenarios. These scenarios reflect market prices rather than average costs and implicitly include investment and import decisions. In contrast to the cost curves used in the short-term analysis, the NEMS projections reflect equilibrium market prices. That is, the results of the PMM scenarios assume that, in the long run, refiners will increase supply to meet demand. As a result, the NEMS analysis reflects more aggressive investment behavior than that portrayed for individual refiners in the short-term analysis.
The PMM was used to develop a ULSD Regulation case based on the provisions of the EPA’s final ULSD Rule. A Severe case was developed to combine five sensitivity cases associated with greater uncertainty in industry operations and costs.9 Finally, a No Imports case and a
10% Return on Investment case were developed.
In the Regulation case, highway diesel at the refinery gate is assumed to contain a maximum of 7 ppm sulfur. Although sulfur content is limited to 15 ppm at the pump, there is a general consensus that refineries will need to produce diesel somewhat below 10 ppm in order to allow for contamination during the distribution process. Revamping existing units to produce ULSD is assumed to be undertaken by 80 percent of refineries, while 20 percent build new units. The amount of ULSD that is to be downgraded to a lower value product because of sulfur contamination in the distribution system is assumed to total 4.4 percent. The energy content of the ULSD is assumed to decline by 0.5 percent, because undercutting and severe desulfurization will result in a lighter stream composition than 500 ppm diesel. The Rule is assumed to result in no loss in vehicle fuel efficiency. The actual after-tax return on investment is assumed to be 5.2 percent, which is equivalent to a 7-percent before-tax return on investment. As suggested by the Committee, the major assumptions in this case are consistent with those used by the EPA in its Regulatory
Impact Analysis (RIA) of the Rule.10
The Severe case combines five sensitivities at variance with the above assumptions. In the “2/3 Revamp” sensitivity case, two-thirds of upgrades at refineries are assumed to be accomplished by retrofitting existing equipment and one-third by construction of all new units, consistent with the results of the individual refinery analysis. In the “10% Downgrade” case, 10 percent of the 15 ppm diesel produced is assumed to be downgraded to a lower value product because of contamination with higher sulfur products in the distribution system. In the “4% Efficiency Loss” case it is assumed that manufacturers will meet the emissions requirements of the ULSD Rule by installing after-treatment technology on new vehicles beginning in 2010, which would result in a 4-percent loss of fuel efficiency that is phased out as new technology emerges. In the “1.8% Energy Loss” case, a greater loss of energy content is assumed than in the Regulation case. In the “Higher Capital Cost” case, the capital costs of the hydrotreaters are 24 percent higher and 33 percent higher than in the
Regulation case, based on a review of the most recent industry cost data.
The No Imports case assumes that foreign imports of ULSD will not be available. This assumption was not included in the Severe case because it was deemed to be less likely. Foreign supplies should be available from Canadian refiners, who likely will move to the U.S. standard at the same time as the United States, and from a large refinery in the U.S. Virgin Islands that is jointly owned by Armada Hess and Venezuela’s national oil company, PdVSA. Both owners of the Virgin Islands plant see the United States as a strategic market. The greatest uncertainty for import availability is likely to occur in the early years of the program, because foreign refiners may delay investment until the market outlook for ULSD is more certain.
The 10% Return on Investment case uses the after-tax rate of return assumed in most other studies, which is higher than the 5.2-percent after-tax rate used in the Regulation case and in the other sensitivity cases in this study, consistent with the EPA’s assumption. At a rate of return less than 10 percent, investors may hesitate to put money into the refinery industry, especially for equipment designed for a new product.
In the Regulation case, the marginal annual pump price for ULSD is projected to range from 6.5 to 7.2 cents per gallon between 2007 and 2011 (Table ES3 and Figure ES2).11 The peak differential is projected to occur in 2011, when oil refiners must produce 100 percent ULSD. In absolute terms, real marginal prices range from $1.29 to $1.35per gallon in the Regulation and Severe cases from
2007 to 2011.12 Refiners are projected to invest $6.3 to $9.3billion to meet full compliance with the ULSD Rule through 2011.
After 2011, the first full year of 100 percent ULSD, the projected differential of marginal prices is generally expected to decline, because of lower distribution and capital investment costs. About 0.7 cents of the projected decline results from using the EPA’s assumption that the additional capital investments for distribution and storage of a second highway diesel fuel will be fully amortized during the transition period. The remainder of the drop in the post-2011 differential occurs because refineries are assumed to have completed the upgrades necessary for full compliance, to be making additional investment only to meet incremental demand, to be replacing and upgrading existing equipment, and to be making incremental operating improvements that make ULSD production less challenging. A similar decline in the price differential also occurs in all the sensitivity cases.
Through 2010, the Regulation case projections for highway diesel consumption exceed the reference case levels by up to 10,000 barrels per day, which can be attributed to the assumption of 0.5-percent loss in energy content. In 2011 the differential in consumption increases to 83,000 barrels per day, because ULSD contaminated in the distribution system can no longer be downgraded to 500ppm highway diesel, and refiners must therefore make more ULSD.
In the Severe case, up to 57,000 barrels per day of additional highway diesel is projected to be consumed between 2007 and 2010, and an average of 366,000 barrels per day of additional consumption is projected between 2011 and 2015. The ULSD Rule by itself accounts for an average of 9,000 barrels per day of the additional consumption through 2010 and an average of 83,000 barrels per day after 2010. The combined effects of the 2/3 Revamp, 10% Downgrade, 4% Efficiency Loss, 1.8% Energy Loss, and Higher Capital Cost cases raise consumption beyond that in the Regulation case by at least 30,000barrels per day through 2010, primarily because of energy losses and higher capital cost, and by an average of 283,000 barrels per day after 2010 because of energy losses, downgrading, and efficiency losses. The higher downgrade assumption accounts for about 210,000barrels of the additional demand after 2010. ULSD-related investments in the Severe case are projected to total $9.3 billion through 2011, $3 billion more than in the Regulation case. Higher demand in the Severe case generally results in marginal prices 1.7 to 1.9 cents per gallon above those in the Regulation case, although costs range up to 3.5 cents per gallon higher in 2011.
The No Imports case explores the impact of the ULSD Rule by assuming that foreign imports will not be available to meet the new sulfur standard. In the Regulation case, projected imports of highway diesel are lower than in the reference case in the first few years, because foreign refiners are expected to be more hesitant to invest to meet a U.S. regulation. The No Imports case assumes that no imports of ULSD are available, and that imports of highway diesel are reduced by 120,000 to 125,000 barrels per day between 2007 and 2015, relative to the reference case. The lack of imports means that domestic refineries must produce more ULSD. The requirement for more production results in marginal prices 1.1 to 1.6 cents per gallon higher than in the Regulation case. The higher prices in the No Imports case result in a slight
dampening of demand compared with the Regulation case.
Because the Regulation case assumes a 5.2-percent after-tax return on investment, the 10%Return on Investment case must be compared with an alternative base case that assumes the same return on investment. The resulting price differentials range from 7.5 to 8.0 cents per gallon between 2007 and 2011 and are 0.9 cents per gallon higher on average than when the 5.2-percent after-tax rate is assumed.
Differences between regional end-use prices in the analysis cases relative to those in the reference case reflect variations in the marginal costs of producing ULSD between regions. The cost curve analysis described in Chapter 5 indicates that PADD IV, which is made up of relatively small refineries, can be expected to be the highest cost region. The relatively high cost in PADD IV
is obscured in the mid-term analysis (Chapter 6), because PADD IV is aggregated with both PADD II and
the largest and lowest cost refining region, PADD III. In the transition years of the Regulation case, regional refining costs range from an average of 4.8 to 5.3 cents per gallon. PADD I is the highest cost region, PADD V is the lowest cost region, and PADDs II-IV (and average U.S.) costs fall in between. Average marginal refining costs generally narrow by about 0.5 cents per gallon in the post-2010 period, as refineries make incremental improvements that allow them to produce ULSD more efficiently.
Additional Uncertainties
Uncertainties about the pace of engine, refinery, and pipeline testing technology development; the availability of personnel, thick-walled reactors, and reciprocating compressors; the behavior of ULSD in the oil pipeline system; and cost recovery by oil pipelines further cloud the outlook for the transition to very low levels of sulfur in diesel fuel. The new ULSD Rule requires not only that the sulfur content of transportation diesel fuel oil produced by domestic refineries be drastically reduced by 2007, but also that emission controls on heavy-duty diesel engines be imposed to reduce emissions of NOx, PM, and hydrocarbons (HC).
Historically, engine manufactures have met new emissions standards through modifications to engine design. To meet the 2007 standard, manufacturers will have to rely heavily on component and system development by emission control equipment manufacturers. In particular, engine manufacturers must implement an exhaust after-treatment catalyst technology to control NOx emissions. Currently, the EPA expects NO x adsorbers to be the most likely emission control technology applied by
the industry. Using current catalyst technology, the fuel-rich cycle could reduce fuel efficiency by 4 percent. To date, no NOx adsorber system has proven feasible. Although NOx adsorbers have demonstrated compliance using ULSD (7 ppm), the systems show losses in conversion efficiency after 2,000 miles of operation. In order to meet the 2007 emission standards for
heavy-duty diesel engines, conversion efficiencies must
be improved, and exhaust gas recirculation equipment
must be optimized. The considerable time available for
research and development, however, may provide gov
ernment and industry ample time to resolve the fuel effi
ciency loss issues associated with advanced emission
control technologies.
Beyond traditional hydrotreating to remove sulfur from
diesel streams, new technologies are under development that could reduce the cost of desulfurization. They
include sulfur adsorption, biodesulfurization, sulfur
oxidation, gas-to-liquids, and biodiesel. Each of these
technologies is in the first stages of commercialization.
Although they are being spurred by the EPA Rule, it is
uncertain whether any of the new technologies will
make a significant contribution to meeting the requirements of the ULSD Rule in 2006, although they may
have some impact later in the decade.
Before the ULSD Rule takes effect in 2006, sulfur testing
methods must also be improved. The designated
method, ASTM 6428-99, was developed for testing sulfur in aromatics and has not yet been adapted or evaluated by industry as a test for sulfur in diesel fuel.
Because the diesel methodology has not yet been developed for the designated method, it has not yet been
tested by multiple laboratories. There is also no readily
available and appropriate test for sulfur that will permit
the precise cuts between batches that will be required in
handling ULSD. Most oil pipeline operators will probably want or need to perform in-line monitoring of sulfur
content, because degradation of ULSD will easily and,
possibly, frequently occur in as little as a minute’s time.
However, current instruments for testing sulfur do not
have adequate sensitivity, accuracy, or speed for the job.
Current machines require 5 to 10 minutes to complete
one analysis of a passing product stream—far too long to
permit a pipeline operator to make a correctional
response if off-specification material is detected in a
batch of ULSD.
The deployment of diesel desulfurization technologies
will hinge not only on the ability and willingness of
refiners to invest and the timing of investment and permitting but also on the ability of manufacturers to provide units for all U.S. refineries at once, and the
availability of engineering and construction resources.
In addition to providing diesel hydrotreaters, the same
contractors will be designing and building gasoline
desulfurization units for the Tier 2 gasoline sulfur reduction requirements that will be phased in between 2004 and 2007. The EPA’s breakout of the expected startup of gasoline and diesel desulfurization units reflects an overlap of 26 gasoline units and 63 diesel units in 2006, more than any other year except 2004. The EPA estimates that 30 percent more workers will be required for the gasoline and diesel programs together than for the gasoline program alone. If thick-walled reactors are required for deep hydrotreating, delivery lead times will be longer, because only one or two U.S. companies produce thick-walled reactors. Another type of critical equipment is reciprocating compressors. Two reciprocating compressors will be required for each diesel desulfurization project. Reciprocating compressors will also be required for gasoline desulfurization
projects. Excluding the former Soviet Union, there are only five manufacturers of reciprocating compressors in the world.
The exact sulfur level at which refineries will be required
to produce ULSD is not certain, because there is no expe
rience with distributing ULSD in a non-dedicated or
common transportation system. Residual sulfur from
high-sulfur material could contaminate subsequent
pipeline material beyond the interface between the two
products. Recently, Buckeye Pipe Line conducted a test
of possible sulfur contamination from one product batch
to another. Buckeye carefully measured the sulfur content in batches of highway diesel fuel following a batch
of high-sulfur diesel fuel and found that the sulfur content of the second batch of highway diesel fuel
increased. Exact sulfur levels have implications for the
amount of material downgraded during pipeline and
terminal operations.
If no other application or action were taken by an oil
pipeline company, the existing tariff rates covering diesel fuel would apply to ULSD when that material is distributed to markets; however, oil pipelines will incur large incremental capital and operating costs in distributing the new diesel fuel. If an oil pipeline carrier is
operating under the Federal Energy Regulatory Commission’s commonly approved index method and
applies its existing tariff rate to ULSD, there will be no
basis for the carrier to recover its incremental costs in the
approved rate. A carrier might file a new tariff rate
expressly covering ULSD.
Comparison with Other Studies
Earlier studies related to ULSD supply and costs
included analyses by the U.S. Environmental Protection
Agency (EPA), Mathpro, the National Petroleum Council (NPC), Charles River and Associates with Baker and
O’Brien, EnSys Energy & Systems, Inc., and Argonne
National Laboratory (ANL). The studies were based on
two general types of methodologies: a linear programming (LP) approach used by Mathpro, NPC, EnSys,
ANL, and EIA; and a refinery-by-refinery approach
used by Charles River, EPA, and EIA.
Cost estimates from the different studies are not easy to
compare, because differences in estimation methodologies make them conceptually different. Both average
and marginal costs can be based on LP models that operate as a single firm, or estimated from analysis of individual refineries. In general, marginal cost estimates that
represent the cost of the last barrel of required supply
can be seen as estimates of market prices. Average cost
estimates usually reflect refinery investment, but they
are not good estimates of market prices. Much of the
variation in investment and cost estimates reflects
different assumptions about the cost of technologies;
unit size; contingency factors; the extent to which refiners will modify existing equipment or build entirely new
hydrotreaters; the cost and quantity of additional hydrogen required; the extent to which some refineries may
reduce highway diesel production; and the amount of
highway diesel downgraded due to fuel contamination
during distribution. Nevertheless, the studies using LP
models reported cost increases ranging from 4.0 to 10.7
cents per gallon, excluding distribution costs and taxes.
The marginal refinery gate prices reported in this study
for the post-2006 period, which exclude distribution
costs and taxes, range from 4.7 to 9.2 cents per gallon.
Likewise, the costs derived from refinery-by-refinery
analysis included average costs for the industry and
average costs for the marginal firm, different estimatesof the penetration of ULSD, different consumption estimates, different assumptions about the cost of technologies, different assumptions about the extent to which
refiners will modify existing equipment or build entirely
new hydrotreaters, different assumptions about the cost
and quantity of additional hydrogen required, and different regions. The range of estimated cost increases
reported in the studies using refinery-by-refinery analysis was 4.1 to 6.8 cents per gallon. This study’s range for
the 2006 analysis is at the higher end, because it leaves
out the lower cost PADD V, is based on marginal industry costs rather than average refinery costs, and has 63
percent of refineries revamping their hydrotreaters, as
compared with 80 percent in the studies with lower cost
estimates.
Executive Summary Tables 
Notes
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