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Thermodynamic-based analyses and assessments of a new-generation turbojet engine used for unmanned aerial vehicles (UAVs)

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Abstract

In this paper, exergy, sustainability, unsustainability, environmental, enviroeconomic, ecological and inefficiency assessments are done for the JP-8-fueled turbojet engine which is designed for unmanned aerial vehicles (UAVs). It is found that the combustion chamber of the turbojet engine has the minimum exergetic efficiency (12.74%) among the components, so its improvement potential is higher than other components. The gas turbine is the most sustainable component, and the combustion chamber has higher unsustainability index rate than other components. Among the components, the highest entropy generation rate is found for the combustion chamber (179.014 kW K−1) and the lowest rate is determined for the gas turbine (0.344 kW K−1). According to environmental assessment, the turbojet engine releases 22,896.38 kg carbon dioxide emission by working 10 h in a day. According to enviroeconomic assessment, the cost of the released carbon dioxide is 3319.94$ for the daily flight. According to ecological assessment, 74.5% of the fuel exergy in the combustion chamber component is not used properly.

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Abbreviations

\({c}_{\mathrm{CO}2}\) :

Carbon dioxide emission price ($ kg_CO21)

\({C}_{\mathrm{CO}2}\) :

Enviroeconomic index ($ day1)

c p :

Specific heat capacity (kJ kg1 K1)

ex:

Specific exergy (kJ kg1)

\(\dot{E}x\) :

Exergy rate (kW)

EXECOL:

Exergetic ecological index (-)

EXIN:

Exergetic inefficiency index (-)

\(F\) :

Thrust of the engine (kN)

IP:

Improvement potential rate (-)

LHV:

Lower heating value (kJ kg1)

\(\dot{m}\) :

Mass flow rate (kg s1)

P :

Pressure (kPa)

R :

Universal gas constant (kJ kg1 K1)

\({\dot{S}}_{\mathrm{gen}}\) :

Entropy generation rate (kW K1)

SI :

Sustainability index (-)

t :

Working time (h day1)

T :

Temperature (°C or K)

USI:

Unsustainability index (-)

V :

Speed (m s1)

\(\dot{W}\) :

Work rate (kW)

\({x}_{\mathrm{CO}2}\) :

Environmental index (kg_CO2 day1)

\({y}_{\mathrm{CO}2}\) :

Carbon dioxide emission value for thrust basis (kg_CO2 kN1 s1)

\(\zeta \) :

Grade function of the liquid fuel (-)

ε :

Exergy efficiency (%, -)

χ :

Relative irreversibility rate (-)

\(\delta \) :

Fuel depletion rate (-)

\(\xi \) :

Productivity lack rate (-)

0:

Dead-state (reference) condition

AC:

Air compressor

CC:

Combustion chamber

ch:

Chemical

CO2 :

Carbon dioxide

D :

Destruction

ex:

Exergy

f :

Fuel

F :

Fuel

GT :

Gas turbine

kn:

Kinetic

L :

Loss

P :

Product

ph:

Physical

pt:

Potential

thrust:

Thrust

time:

Time

AC:

Air compressor

CC:

Combustion chamber

EXECOL:

Exergetic ecological

EXIN:

Exergetic inefficiency

GT:

Gas turbine

LHV:

Lower heating value

TAI:

Turkish aerospace industries

TJE:

Turbojet engine

UAS:

Unmanned aircraft system

UAV:

Unmanned aerial vehicle

USD:

United States dollar

References

  1. DeGarmo M, Nelson GM. Prospective unmanned aerial vehicle operations in the future national airspace system. In: Proceedings of AIAA 4th Aviation Technology, Integration and Operations (ATIO) Forum, 2004;20–23.

  2. Gohardani A. A synergistic glance at the prospects of distributed propulsion technology and the electric aircraft concept for future unmanned air vehicles and commercial/military aviation. Prog Aerosp Sci. 2013;57:25–70.

    Article  Google Scholar 

  3. Korchenko A, Illyash O. Actual problems of unmanned air vehicles developments the generalized classification of unmanned air vehicles. In: Proceedings of IEEE 2nd International Conference. Kyiv, Ukraine. 2013.

  4. Gupta SG, Ghonge MM, Jawandhiya PM. Review of unmanned aircraft system (UAS). Int J Adv Res Comput Eng Technol. 2013;2(4):1646–58.

    Google Scholar 

  5. Goraj Z, Frydrychewicz A, Świtkiewicz R, Hernik B, Gadomski J, Goetzendorf-Grabowski T, Figat M, St Suchodolski, Chajec W. High altitude long endurance unmanned aerial vehicle of a new generation–a design challenge for a low cost, reliable and high performance aircraft. Technical Sci. 2004;52(3):173–94.

    Google Scholar 

  6. Dinc A. Sizing of a turboprop unmanned air vehicle and its propulsion system. J Therm Sci Technol. 2015;35(2):53–62.

    Google Scholar 

  7. Dinc A. Optimization of a turboprop UAV for maximum loiter and specific power using genetic algorithm. Int J Turbo Jet-Eng. 2016;33(3):265–73.

    Google Scholar 

  8. Dinc A. Optimization of turboprop ESFC and NOx emissions for UAV sizing. Aircr Eng Aerosp Technol. 2017;89(3):375–83.

    Article  Google Scholar 

  9. TAI. ANKA Multi-Role ISR System-Turkish Aerospace Industries. https://www.tusas.com/en. Accessed 02 May 2021.

  10. General Atomics. Multi-Mission Remotely Piloted Aircraft. https://www.ga-asi.com/remotely-piloted-aircraft/mq-9a. Accessed 16 March 2021.

  11. Predator C, Avenger RPA. General Atomics Aeronautical Systems Inc. 2017. http://www.ga-asi.com/predator-c-avenger. Accessed 4 August 2017.

  12. Dincer I, Rosen MA. Thermodynamic aspects of renewables and sustainable development. Renew Sustain Energy Rev. 2005;9:169–89.

    Article  Google Scholar 

  13. Yucer CT. Thermodynamic analysis of the part load performance for a small scale gas turbine jet engine by using exergy analysis method. Energy. 2016;111:251–9.

    Article  Google Scholar 

  14. ASD Reports. Unmanned aerial vehicle (UAV) market by vertical, class, system, industry (defense & security, agriculture, construction & mining, media & entertainment), type, mode of operation, range, point of sale, MTOW and region - global forecast to 2025, https://www.asdreports.com/market-research-report-443469/unmanned-aerial-vehicle-uav-market-global-forecast. 2019. Accessed 16 March 2021.

  15. Baykar Defence Bayraktar AKINCI System. https://baykardefence.com/uav-14.html. Accessed 16 March 2021.

  16. General Atomics. Multi-Mission Remotely Piloted Aircraft, https://www.ga-asi.com/remotely-piloted-aircraft/mq-9a. Accessed 16 March 2021.

  17. Mordor Intelligence. Unmanned aerial vehicles market-growth, trends, covid-19 impact, and forecasts (2021–2026), https://www.mordorintelligence.com/industry-reports/uav-market. Accessed 16 March 2021.

  18. Turan O. Exergetic effects of some design parameters on the small turbojet engine for unmanned air vehicle applications. Energy. 2012;46(1):51–61.

    Article  Google Scholar 

  19. Balli O, Hepbasli A. Energetic and exergetic analyses of T56 turboprop engine. Energy Convers Manage. 2013;73:106–20.

    Article  Google Scholar 

  20. Ehyaei M, Anjiridezfuli A, Rosen M. Exergetic analysis of an aircraft turbojet engine with an afterburner. Therm Sci. 2013;17(4):1181–94.

    Article  Google Scholar 

  21. Abu TA, Gires E, Ahmad M. Performance evaluation of a small-scale turbojet engine running on palm oil biodiesel blends. Journal of Fuels. 2014;946485:1–9.

    Google Scholar 

  22. Balli O. Afterburning effect on the energetic and exergetic performance of an experimental turbojet engine (TJE). Int J Exergy. 2014;14(2):212–43.

    Article  Google Scholar 

  23. Baklacioglu T, Turan O, Aydin H. Dynamic modeling of exergy efficiency of turboprop engine components using hybrid genetic algorithm-artificial neural networks. Energy. 2015;86:709–21.

    Article  Google Scholar 

  24. Coban K, Çolpan C, Karakoç T. Energy and exergy analysis of a helicopter engine. J Sustain Aviation Res. 2016;1(1):27–39.

    Google Scholar 

  25. Coban K, Şöhret Y, Colpan C, Karakoç T. Exergetic and exergoeconomic assessment of a small-scale turbojet fuelled with biodiesel. Energy. 2017;140:1358–67.

    Article  Google Scholar 

  26. Sohret Y, Dinç A, Karakoç T. Exergy analysis of a turbofan engine for an unmanned aerial vehicle during a surveillance mission. Energy. 2015;93:716–29.

    Article  Google Scholar 

  27. Lokesh K, Sethi V, Nikolaidis T, Goodger E, Nalianda D. Life cycle greenhouse gas analysis of biojet fuels with a technical investigation into their impact on jet engine performance. Biomass Bioenerg. 2015;77:26–44.

    Article  CAS  Google Scholar 

  28. Ekici S, Sohret Y, Coban K, Altuntas O, Karakoc TH. Performance evaluation of an experimental turbojet engine. Int J Turbo Jet-Eng. 2016;34(4):365–75.

    Google Scholar 

  29. Yalcin E. Thrust Performance Evaluation of a Turbofan Engine Based on Exergetic Approach and Thrust Management in Aircraft. Int J Turbo Jet-Eng. 2017;34(2):177–86. https://doi.org/10.1515/tjj-2015-0065.

    Article  Google Scholar 

  30. Sohret Y, Sogut M, Karakoc T, Turan O. Customised application of exergy analysis method to PW120A turboprop engine for performance evaluation. Int J Exergy. 2016;20(1):48–65. https://doi.org/10.1504/ijex.2016.076678.

    Article  Google Scholar 

  31. Bejan A, Siems D. The need for exergy analysis and thermodynamic optimization in aircraft development. Exergy, Int J. 2001;1(1):14–24. https://doi.org/10.1016/s1164-0235(01)00005-x.

    Article  Google Scholar 

  32. Riggins D, Taylor T, Moorhouse D. Methodology for performance analysis of aerospace vehicles using the laws of thermodynamics. J Aircr. 2006;43(4):953–63. https://doi.org/10.2514/1.16426.

    Article  Google Scholar 

  33. Aydin H, Turan O, Karakoc TH, Midilli A. Exergo-sustainability indicators of a turboprop aircraft for the phases of a flight. Energy. 2013;58:550–60.

    Article  Google Scholar 

  34. Metin EY, Aygun H. Energy and power aspects of an experimental target drone engine at non-linear controller loads. Energy. 2019;185:981–93.

    Article  Google Scholar 

  35. Aygun H, Turan O. Entropy, energy and exergy for measuring pw4000 turbofan sustainability. Int J of Turbo Jet-Engines. 2021;38(4):397–409. https://doi.org/10.1515/tjj-2018-0050.

    Article  Google Scholar 

  36. Akdeniz HY, Balli O. Energetic and exergetic assessment of operating biofuel, hydrogen and conventional JP-8 in a J69 type of aircraft turbojet engine. J Therm Anal Calorim. 2021;146:1709–21. https://doi.org/10.1007/s10973-021-10879-z.

    Article  CAS  Google Scholar 

  37. Kaba A, Aygun H, Turan O. Multi‑dimensional energetic performance modeling of an aircraft engine with the aid of enhanced least–squares estimation based genetic algorithm method. 2021:1–23. Published online 26 June 2021. https://doi.org/10.1007/s10973-021-10922-z.

  38. Aygun H, Caliskan H. Environmental and enviroeconomic analyses of two different turbofan engine families considering landing and take-off (LTO) cycle and global warming potential (GWP) approach. Energy Convers Manage. 2021;248(114797):1–12. https://doi.org/10.1016/j.enconman.2021.114797.

    Article  CAS  Google Scholar 

  39. Balli O, Caliskan H. On-design and off-design operation performance assessments of an aero turboprop engine used on Unmanned Aerial Vehicles (UAVs) in terms of aviation, thermodynamic, environmental and sustainability perspectives. Energy Convers Manage. 2021;243(114403):1–13. https://doi.org/10.1016/j.enconman.2021.114403.

    Article  Google Scholar 

  40. Zhao Y, Hu Q, Xu J, Li B, Huang G, Pan YT. A robust extreme learning machine for modeling a smallscale turbojet engine. Appl Energy. 2018;218:22–35.

    Article  CAS  Google Scholar 

  41. Unmanned Air Vehicles. Classification by engine types, https://sites.google.com/site/unmannedairvehicle/classification-by-engine-types. Accessed 05 March 2021.

  42. TAI. ANKA, https://www.tusas.com/en. Accessed 02 May 2021.

  43. Business Insider. Commercial Unmanned Aerial Vehicle (UAV) Market Analysis-Industry trends, forecasts and companies. 2020. https://www.businessinsider.com/commercial-uav-market-analysis. Accessed 05 March 2021.

  44. Griffis C, Wilson T, Schneider J, Pierpont P. Unmanned Aircraft System Propulsion Systems Technology Survey. U.S. Department of Transportation. Federal Aviation Administration. Report No. DOT/FAA/AR-09/11. 2009. Accessed 05 March 2021.

  45. Military Drones. https://www.militarydrones.org.cn/avic-cloud-shadow-stealth-uav-price-manufacturer-procurement-portal-p00142p1.html. Accessed 05 March 2021.

  46. Poles D. Revision of Atmosphere Model in BADA aircraft Performance Model. EUROCONTROL Experimental Centre EEC Technical Report No. 2010–001, 2010. https://www.eurocontrol.int/sites/default/files/library/001_Revision_of_BADA_atmosphere_model.pdf. Accessed 05 March 2021.

  47. Repsol. The best product for military use. Retrieved 15 December 2020. https://www.repsol.com/en/products-and-services/aviation/jp-8/index.cshtml. Accessed 05 March 2021.

  48. Jawad H, Jaber M, Bonney M, Rosen M. Deriving an exergetic economic production quantity model for better sustainability. Appl Math Model. 2016;40(11–12):6026–39.

    Article  Google Scholar 

  49. Tsatsaronis G. Definitions and nomenclature in exergy analysis and exergoeconomics. Energy. 2007;32(4):249–53. https://doi.org/10.1016/j.energy.2006.07.002.

    Article  Google Scholar 

  50. Balli O, Caliskan H. Turbofan engine performances from aviation, thermodynamic and environmental perspectives. Energy. 2021;232(121031):1–14. https://doi.org/10.1016/j.energy.2021.121031.

    Article  Google Scholar 

  51. Balli O, Caliskan H. Various thermoeconomic assessments of a heat and power system with a micro gas turbine engine used for industry. Energy Convers Manage. 2022;252(114984):1–10. https://doi.org/10.1016/j.enconman.2021.114984.

    Article  Google Scholar 

  52. Bejan A, Tsatsaronis G, Moran M. Thermal design and optimization. New York, N.Y: John Wiley; 1996.

    Google Scholar 

  53. Yildiz I, Caliskan H, Mori K. Energy, exergy and environmental assessments of biodiesel and diesel fuels for an internal combustion engine using silicon carbide particulate filter. J Therm Anal Calorim. 2021;145:739–50. https://doi.org/10.1007/s10973-020-10143-w.

    Article  CAS  Google Scholar 

  54. Akdeniz HY. Landing and take-off (LTO) flight phase performances of various piston-prop aviation engines in terms of energy, exergy, irreversibility, aviation, sustainability and environmental viewpoints. Energy. 2022;243(123179):1–15. https://doi.org/10.1016/j.energy.2022.123179.

    Article  Google Scholar 

  55. Dincer I, Rosen MA. exergy, environment and sustainable development. In: Exergy. Elsevier; 2007.

    Google Scholar 

  56. Akdeniz HY, Balli O. Impact of different fuel usages on thermodynamic performances of a high bypass turbofan engine used in commercial aircraft. Energy. 2022;238(121745):1–23. https://doi.org/10.1016/j.energy.2021.121745.

    Article  CAS  Google Scholar 

  57. Van Gool W. Exergy analysis of industrial processes. Energy. 1992;17(8):791–803. https://doi.org/10.1016/0360-5442(92)90123-h.

    Article  Google Scholar 

  58. Xiang JY, Calì M, Santarelli M. Calculation for physical and chemical exergy of flows in systems elaborating mixed-phase flows and a case study in an IRSOFC plant. Int J Energy Res. 2004;28(2):101–15. https://doi.org/10.1002/er.953.

    Article  CAS  Google Scholar 

  59. Lucia U, Grisolia G. Exergy inefficiency: An indicator for sustainable development analysis. Energy Rep. 2019;5:62–9. https://doi.org/10.1016/j.egyr.2018.12.001.

    Article  Google Scholar 

  60. Caliskan H. Novel approaches to exergy and economy based enhanced environmental analyses for energy systems. Energy Convers Manage. 2015;89:156–61. https://doi.org/10.1016/j.enconman.2014.09.067.

    Article  Google Scholar 

  61. Tuzcu H, Sohret Y, Caliskan H. Energy, environment and enviroeconomic analyses and assessments of the turbofan engine used in aviation industry. Environ Prog Sustainable Energy. 2021;40(33):1–8. https://doi.org/10.1002/ep.13547.

    Article  CAS  Google Scholar 

  62. Engineeringtoolbox. Combustion of Fuels - Carbon Dioxide Emission. https://www.engineeringtoolbox.com/co2-emission-fuels-d_1085.html. Accessed 05 March 2021.

  63. Air New Zealand. Annual Data Book 2015. https://p-airnz.com/cms/assets/NZ/PDFs/airnewzealand-databook-2015.pdf. Accessed 05 March 2021.

  64. Turgut E, Rosen MA. Assessment of emissions at busy airports. Int J Energy Res. 2010;34:800–14.

    Article  CAS  Google Scholar 

  65. Kim BY, Fleming G, Balasubramanian S, Malwitz A, Lee J, Waitz I, Klima K, Locke M, Holsclaw C, Morales A, McQueen E, Gillette W. System for assessing Aviation’s Global Emissions (SAGE), Version 1.5, Global Aviation Emissions Inventories for 2000 through 2004. Federal Aviation Administration, Office of Environment and Energy, (2005). https://www.faa.gov/about/office_org/headquarters_offices/apl/research/models/sage/media/FAA-EE-2005-02__SAGE-Inventory_Report-Text.pdf. Accessed 05 March 2021.

  66. Den Elzen MGJ, Hof AD, Beltran AM, Grassi G, Roelfsema M, van Ruijven B, van Vlied J, van Vuuren DP. The Copenhagen Accord: abatement costs and carbon prices resulting from the submissions. Environ Sci Policy. 2011;14:28–39. https://doi.org/10.1016/j.envsci.2010.10.010.

    Article  Google Scholar 

  67. Acikkalp E, Ahmadi MH. Exergetic ecological index as a new exergetic indicator and an application for the heat engines. Thermal Sci Eng Prog. 2018;8:204–10. https://doi.org/10.1016/j.tsep.2018.09.001.

    Article  Google Scholar 

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Sohret, Y., Caliskan, H. Thermodynamic-based analyses and assessments of a new-generation turbojet engine used for unmanned aerial vehicles (UAVs). J Therm Anal Calorim 147, 11273–11288 (2022). https://doi.org/10.1007/s10973-022-11330-7

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