Economic viability assessment of NASA's blended wing body N3-X aircraft
Summary (4 min read)
1 Introduction
- The development of new, more efficient technology is an integral part of the growth of the aviation industry.
- The key aspects of this goal are the reduction of aviation’s energy consumption (i.e. fuel use) and the reduction of emissions, especially carbon dioxide, oxides of nitrogen, and noise.
- The development of new aviation technology can span a timeline that means a new aircraft takes more than a decade to move from concept to a commercial product.
- Given the risk and uncertainty of novel technology, a large body of research covering all aspects of each novel technology is necessary.
2 Case Study Definition
- Following the established performance characteristics of the selected baseline aircraft, mission level goals have been set for the N3-X aircraft in terms of payload and range requirements.
- The N3-X is therefore ideally required to achieve a mission range of at least 7500 nmi at Mach 0.84 with a full payload (payload mass equal to the aircraft maximum of 53,570 kg).
- In order to achieve the required efficiency improvements, the aircraft makes use of a number of novel technologies in both the airframe and the propulsion system.
- The aircraft propulsive power is provided by a distributed propulsion system consisting of an array of propulsor fans which ingests the boundary layer of the airframe, along with free stream air.
- The embedded engine and propulsor array location provide noise shielding to achieve the required noise targets [6].
3 Method
- There are numerous goals when optimising an aircraft design, such as achieving a low fuel consumption, operating empty weight, or cost.
- They can typically be split into two categories; Parametric Cost Models (PCM) and Manufacturing Process Cost Models (MPCM) [7].
- Parametric cost models make use of historical data to establish a statistical relationship between variables.
- In the case of cost estimation, this will be between the cost of the aircraft and the design parameter or parameters found to correlate well with cost.
- There is insufficient design detail at the preliminary stage to enable a cost estimate based on manufacturing process, whilst novel aircraft are not typically covered by the historical data used to create parametric cost estimating relationships.
Boundary Layer Ingestion
- The boundary layer ingesting propulsion system of the N3-X was simulated from an integrated / net propulsive force perspective.
- Inlet mass flow characteristics were approximated as the mass flow averaged properties for the entire inlet stream for all flow conditions [9].
- The propulsor array’s performance was otherwise calculated using conventional one-dimensional gas dynamics methods.
- The propulsors were assumed to have a variable area nozzle [4].
- Fan mass flow, efficiency, and pressure ratio at alternative power settings for propulsors in the array were determined from a scaled fan map.
Aircraft Performance Simulation
- Conventional aircraft mission simulation tools are designed to support standard aircraft configurations and propulsion systems.
- No improvements to air traffic management were assumed for 2035.
- The aircraft are therefore assumed to cruise at a fixed altitude.
- Weights and dimensions for the N3-X were obtained from referenced sources[4, 5, 12] in combination with a 3-D model of the aircraft available in the public domain [13].
- Performance obtained from the simulation model of the baseline aircraft was verified against actual payload-range performance information available for the baseline aircraft[14].
3.2 Economic Modelling
- The economic performance of a product or project may be represented by identifying the operating cost and revenue produced.
- The useful life and residual value of an aircraft at the end of its life depends on operator policy [15].
- Amongst some of the methods available the application of the concept of Net Present Value calculation (NPV) is quite prevalent.
- Direct operating cost was calculated as cost per flight.
- Therefore, the inflation rate is accounted for within the rate of return term, whilst the cash flow values are in terms of the value of money at the start of the project.
Airframe
- Both manufacturing process and parametric cost models are not ideal for predicting the cost of a novel aircraft.
- Given the difficulty of predicting the cost of novel technology, any cost estimate comes with a degree of uncertainty that can be represented by a confidence interval.
- Aircraft manufacturers will have well developed models for predicting the cost of a new project and setting a list price for the aircraft.
- It may be assumed that the N3-X will use a large proportion of composites in its construction.
- It should be noted that the cost estimate does not include a price increase to ensure a profit margin.
Engine
- Cost estimating relationships for aircraft engines typically rely on thrust as the primary variable.
- It is less useful for the N3-X’s engines which are predominantly power-producing engines.
- All the engine useful work would therefore go towards producing thrust rather than power.
- As with the airframe costs, a number of models and relationships were selected for estimating the engine cost: Weight and thrust liner regression fits Younossi et al [25] Birkler et al [26].
- The relatively larger error of the estimate from the models by Younossi et al suggests it should be excluded from the cost estimating process.
Other Components
- Whilst there are established methods for predicting the cost of engines and airframes, the availability of models for estimating the cost of the remaining components is limited.
- The weight of the superconducting motors and generators was predicted using a correlation of shaft power to weight [4].
- Instead, a cost estimating relationship provided by Roskam correlating shaft power to the cost of propellers was used [21].
- Using such methods does lead to a degree of uncertainty in the cost estimate.
- The cost of the superconducting systems and array is minimal compared to the total cost of the airframe and main engines (2-3% of the total cost for the N3-X).
Uncertainty
- As has been identified, the cost-estimating relationships are reliant on fits to historical data, leading to inherent uncertainty in the estimates they produce.
- For the purposes of this research, a 50% confidence interval will be used, i.e. there is a 50% certainty that the actual price will lie within ± 0.675 times the standard deviation.
- Given that the estimate is being applied to a novel aircraft, there is a higher possibility of costs being greater than expected.
- This suggests that a distribution which favours values higher than the mean may be more suitable.
- By combining the two analyses, it is possible to identify whether the cost (including the confidence interval) coincides with the viable cost margin predicted by the cost sensitivity analysis.
4.1 Direct operating cost comparison
- The overall direct operating cost also includes the remaining cost factors listed in Section 3.
- A reduction in fuel consumption will lead to a relatively smaller reduction in the direct operating cost.
- Taking this value, the direct operating cost saving possible for the design 7500 nautical mile mission is approximately 23% .
- The breakdown of cost components highlights a key aspect of the direct operating cost of a high efficiency aircraft.
- If the acquisition price and maintenance cost for the N3-X is assumed to be the same as that of the baseline aircraft, fuel contributes to approximately 10%–18% of the overall operating cost .
4.2 N3-X Acquisition Price Estimate
- Cost estimates for the N3-X were made using the previously identified models.
- The Rand model by Resetar et al and Younossi et al produces a significantly lower cost estimate than Roskam’s model (Table 5).
- Assuming that the aircraft would not cost less than the mean cost estimate, the N3-X could be anywhere between 11% and 37% more expensive than the baseline aircraft (Rand models with 50% confidence interval).
- The Rand model estimate was selected for the further analyses, as it enables the use of confidence intervals.
- The airframe cost estimate also includes the cost estimates for the propulsion system (engines, array, and superconducting electrical system).
4.3 Sensitivity Analysis
- With the cost of the baseline aircraft as the starting point, the direct operating cost of the N3-X was estimated with acquisition price and maintenance cost increases between 0% and 100% of the baseline values.
- This value drops to approximately 10% were the aircraft’s maintenance cost to be twice that of the baseline .
- Three potential scenarios have been considered in the present research.
- The cost of emissions adds a further element to the aircraft’s direct operating cost and would, for CO2 emissions, increase in proportion with fuel consumption.
- Financing the aircraft purchase through other sources or a drop in interest rate reduces the yearly interest repayment and hence reduces direct operating cost.
4.4 Aircraft Market
- The previous analyses have assumed that 154 aircraft are produced in the first lot.
- The more aircraft that are produced and sold, the faster the cost of the aircraft development program may be paid off.
- Given the assumptions used in creating the cost estimate, the number of aircraft to break even for an aircraft list price equal to the baseline would be approximately 200 .
- The remaining question is whether demand in the aircraft market up to 2035 could support in the region 160 new aircraft.
- If costs were to lie at the upper limit of the 50% confidence interval, just under 50% of the new aircraft market would need to be captured by the N3-X (assuming the current economic scenario).
5 Conclusions
- The research has presented a framework for the assessment of the economic viability of an aircraft from an economic perspective.
- In combination with cost-estimating tools, the framework may be used to predict whether the aircraft can achieve a reasonable price point and the number of aircraft sales that might be required to meet the requisite price.
- The fuel price and carbon tax scenarios highlight the influence that economic conditions have over the viability of the aircraft.
- Both manufacturers and operators may therefore be more willing to invest in developing a novel aircraft such as the N3-X.
- From the operator’s perspective, investment in expensive novel aircraft may nevertheless reduce direct operating costs, assuming costs stay within acceptable margins.
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Citations
317 citations
Cites background from "Economic viability assessment of NA..."
...[109] examines the sensitivity of N3-X economics to maintenance cost and concludes that uncertainty in maintenance cost is an acceptable risk....
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103 citations
Additional excerpts
...The most technologically overwhelmed notional design from NASA in the subsonic segment, the N3-X design, was assessed for many N+3-time framed environmental performance targets such as for noise and NOx emission [52], fuel burn [22,23], and for economic viability [108]....
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12 citations
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References
64 citations
"Economic viability assessment of NA..." refers methods in this paper
...However, the relatively larger error of the estimate from the models by Younossi et al suggests it should be excluded from the cost estimating process....
[...]
...The Rand model by Resetar et al and Younossi et al produces a significantly lower cost estimate than Roskam’s model (Table 5)....
[...]
...Two publicly models were selected as models with this form of support: • Rand Corporation (Resetar et al, 1991 [19] with updates from Younossi et al, 2001 [20]) • Roskam, 1990 [21] Both models build up the cost of an aircraft from several subgroups, comprising of the requirements for the development program, the recurring aircraft manufacture cost, and the cost of other assorted components (e.g. aircraft interiors and engines)....
[...]
...The model by Rester et al and the updates provided by Younossi et al incorporate material factors that may be used to correct for the use of novel materials in an aircraft....
[...]
...As with the airframe costs, a number of models and relationships were selected for estimating the engine cost: • Weight and thrust liner regression fits • Younossi et al [25] • Birkler et al [26] For relationships requiring thrust as a variable, the equivalent engine was used, producing a maximum of approximately 52 kN of thrust at sea level static conditions....
[...]
34 citations
"Economic viability assessment of NA..." refers background in this paper
...However, PCM type relationships are better suited to an aircraft at the preliminary design stage, as the details necessary for a MPCM cost estimate are unlikely to be available....
[...]
...They can typically be split into two categories; Parametric Cost Models (PCM) and Manufacturing Process Cost Models (MPCM) [7]....
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...BLI = Boundary layer ingestion BWB = Blended wing body CER = Cost-estimating relationship DOC = Direct operating cost IRR = Internal rate of return MPCM = Manufacturing process cost model PCM = Parametric cost model SEE = Standard error of estimate SFC = Specific Fuel Consumption TERA = Techno-economic and Environmental Risk Assessment TRL = Technology readiness level Symbols...
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...MPCM models support a bottom-up design process, which assess each component and the processes required for its manufacture, building up to an estimation of the total aircraft cost....
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32 citations
"Economic viability assessment of NA..." refers background in this paper
...The embedded engine and propulsor array location provide noise shielding to achieve the required noise targets [6]....
[...]
32 citations
"Economic viability assessment of NA..." refers methods in this paper
...Roskam’s models follow a similar cost estimation procedure to the Rand Corporation models....
[...]
...Two publicly models were selected as models with this form of support: • Rand Corporation (Resetar et al, 1991 [19] with updates from Younossi et al, 2001 [20]) • Roskam, 1990 [21] Both models build up the cost of an aircraft from several subgroups, comprising of the requirements for the development program, the recurring aircraft manufacture cost, and the cost of other assorted components (e.g. aircraft interiors and engines)....
[...]
...Two publicly models were selected as models with this form of support: • Rand Corporation (Resetar et al, 1991 [19] with updates from Younossi et al, 2001 [20]) • Roskam, 1990 [21] Both models build up the cost of an aircraft from several subgroups, comprising of the requirements for the development program, the recurring aircraft manufacture cost, and the cost of other assorted components (e....
[...]
...Two publicly models were selected as models with this form of support: • Rand Corporation (Resetar et al, 1991 [19] with updates from Younossi et al, 2001 [20]) • Roskam, 1990 [21] Both models build up the cost of an aircraft from several subgroups, comprising of the requirements for the…...
[...]
31 citations
"Economic viability assessment of NA..." refers methods in this paper
...Two publicly models were selected as models with this form of support: • Rand Corporation (Resetar et al, 1991 [19] with updates from Younossi et al, 2001 [20]) • Roskam, 1990 [21] Both models build up the cost of an aircraft from several subgroups, comprising of the requirements for the development program, the recurring aircraft manufacture cost, and the cost of other assorted components (e....
[...]
...Two publicly models were selected as models with this form of support: • Rand Corporation (Resetar et al, 1991 [19] with updates from Younossi et al, 2001 [20]) • Roskam, 1990 [21] Both models build up the cost of an aircraft from several subgroups, comprising of the requirements for the…...
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