Evolving Constructs & Measurements of Aviation Fuel Consumption: An Analytical View

Aviation fuel is a major stakeholder in total operating cost of air transportation. Increasing competition & challenge to keep the travel expenses low to survive have created interest in fuel consumption reduction. Although interest of researchers for Reduction in Aviation Fuel Consumption (RAFC) is growing, yet no study has undertaken initiative towards a development of RAFC framework and instruments. Therefore, this article is an effort to present measurement models with different variables for estimating the RAFC through non-financial and financial measures. The study, through extensive literature review identifies and integrates various fuel consumption reduction initiatives and measures to develop key RAFC constructs conducive for further improvement in aviation fuel efficiency. The RAFC is sub classified as driving forces measurement model, implementation measurement model and performance measurement model. Factor Analysis (FA) and measurement models were used to investigate various constructs of RAFC. After sequence of tests and analysis, study provide refined measurements with acceptable psychometric properties. These measurements can also be applied to varying contexts to extend conceptualization or to test different conceptual models, advancing RAFC theory building.

[1]  J. Penner,et al.  Aviation and the Global Atmosphere , 1999 .

[2]  K. Schermelleh-Engel,et al.  Evaluating the Fit of Structural Equation Models: Tests of Significance and Descriptive Goodness-of-Fit Measures. , 2003 .

[3]  Ian A. Waitz,et al.  Economic and emissions impacts of renewable fuel goals for aviation in the US , 2013 .

[4]  David O'Hare,et al.  Situational and personal characteristics associated with adverse weather encounters by pilots. , 2011, Accident; analysis and prevention.

[5]  Edmund K. Burke,et al.  The trade-off between taxi time and fuel consumption in airport ground movement , 2013, Public Transp..

[6]  N. Venkatraman,et al.  Strategic Orientation of Business Enterprises: The Construct, Dimensionality and Measurement , 2015 .

[8]  Gregg G. Fleming,et al.  Modeling of Terminal-Area Airplane Fuel Consumption , 2009 .

[9]  David W. Gerbing,et al.  An Updated Paradigm for Scale Development Incorporating Unidimensionality and Its Assessment , 1988 .

[10]  H. Kaiser A second generation little jiffy , 1970 .

[11]  J. Czarnigowski,et al.  Fuelling of aircraft radial piston engines by ES95 and 100LL gasoline , 2010 .

[12]  P. R. Mahapatra,et al.  Sensors and systems to enhance aviation safety against weather hazards , 1991, Proc. IEEE.

[13]  David L. Greene,et al.  Energy-Efficiency Improvement Potential of Commercial Aircraft , 1992 .

[14]  Tom G. Reynolds,et al.  Air traffic management performance assessment using flight inefficiency metrics , 2014 .

[15]  John A.C. Kentfield,et al.  Aircraft with outboard horizontal stabilizers, history, current status, development potential , 2009 .

[16]  Ian R. McAndrew,et al.  Identification of Air Traffic Management Principles Influential in the Development of an Airport Arrival Delay Prediction Model , 2015 .

[17]  J. Hair Multivariate data analysis , 1972 .

[18]  Xavier Prats,et al.  Cruise speed reduction for ground delay programs: A case study for San Francisco International Airport arrivals , 2013 .

[19]  Włodzimierz Balicki,et al.  Effect of the Atmosphere on the Performances of Aviation Turbine Engines , 2014 .

[20]  Aude Rondepierre,et al.  A robust optimization methodology for preliminary aircraft design , 2016 .

[21]  Ashok N. Srivastava Greener aviation with virtual sensors: a case study , 2011, Data Mining and Knowledge Discovery.

[22]  Mohammad Mazraati World Aviation Fuel Demand Outlook , 2010 .

[23]  Ilan Kroo,et al.  Framework for Aircraft Conceptual Design and Environmental Performance Studies , 2005 .

[24]  S. Bennett Commercial Aircraft Bomb-Proofing Technologies: A Social Science Critique , 1999 .

[25]  John W. Drake,et al.  Social, political and economic constraints on airline fuel optimization , 1974 .

[26]  LbEONIE Dobbie,et al.  MEASURES TO MINIMIZE FUEL CONSUMPTION APPEAR TO BE OF GREATEST IMPORTANCE TO AIRLINES. , 2001 .

[27]  Robert E. Caves,et al.  Airport Design and Operation , 2000 .

[28]  M. Vogels,et al.  AERO - Aviation emissions and evaluation of reduction options , 2000 .

[29]  Zuo-Ming Lin,et al.  Making aviation green , 2013 .

[30]  Ronald Rousseau,et al.  Requirements for a cocitation similarity measure, with special reference to Pearson's correlation coefficient , 2003, J. Assoc. Inf. Sci. Technol..

[31]  G. F. Barbosa,et al.  Analytical model for aircraft design based on Design for Excellence (DFX) concepts and use of composite material oriented to automated processes , 2013 .

[32]  Andy Neely,et al.  Performance measurement system design , 1995 .

[33]  L. Zhao,et al.  Lightweight materials for aircraft applications , 1995 .

[34]  Philippe A. Bonnefoy,et al.  Air transportation in a carbon constrained world: Long-term dynamics of policies and strategies for mitigating the carbon footprint of commercial aviation , 2011 .

[35]  Cherie Lu,et al.  The environmental cost implication of hub-hub versus hub by-pass flight networks , 2007 .

[36]  Bernard Grossman,et al.  Multidisciplinary design optimization of blended-wing-body transport aircraft with distributed propulsion , 2013 .

[37]  Craig L. Nickol Technologies and Concepts for Reducing the Fuel Burn of Subsonic Transport Aircraft , 2013 .

[38]  Megan S. Ryerson,et al.  Capturing the impact of fuel price on jet aircraft operating costs with Leontief technology and econometric models , 2013 .

[39]  Philip Lawrence,et al.  Meeting the challenge of aviation emissions: an aircraft industry perspective , 2009, Technol. Anal. Strateg. Manag..

[40]  Christopher D. Dudfield,et al.  Environmentally friendly power sources for aerospace applications , 2008 .

[41]  Dries Verstraete,et al.  Hydrogen fuel tanks for subsonic transport aircraft , 2010 .

[42]  Megan S. Ryerson,et al.  The impact of airline mergers and hub reorganization on aviation fuel consumption , 2014 .

[43]  Marc A. Rosen,et al.  Relationship between fuel consumption and altitude for commercial aircraft during descent: Preliminary assessment with a genetic algorithm , 2012 .

[44]  Ian A. Waitz,et al.  The historical fuel efficiency characteristics of regional aircraft from technological, operational, and cost perspectives , 2002 .

[45]  Vishal Sethi,et al.  Hydrogen powered aircraft : The future of air transport , 2013 .

[46]  Rex B. Kline,et al.  Principles and Practice of Structural Equation Modeling , 1998 .

[47]  Kurt Beier,et al.  Simulation of infrared detection range at fog conditions for Enhanced Vision Systems in civil aviation , 2004 .

[48]  Yu-Jie Wang,et al.  Applying FMCDM to evaluate financial performance of domestic airlines in Taiwan , 2008, Expert Syst. Appl..

[49]  Philippe A. Bonnefoy,et al.  The carbon dioxide challenge facing aviation , 2013 .

[50]  X. Koufteros Testing a model of pull production: a paradigm for manufacturing research using structural equation modeling , 1999 .

[51]  Antonella Ingenito,et al.  A review on hydrogen industrial aerospace applications , 2014 .

[52]  Bo Vaaben,et al.  Mitigation of airspace congestion impact on airline networks , 2015 .

[53]  Ilan Kroo,et al.  Aircraft optimization for minimal environmental impact , 2002 .

[54]  Cristina Barrado,et al.  Performance measures of the SESAR Southwest functional airspace block , 2016 .

[55]  Richard Curran,et al.  An integrated systems engineering approach to aircraft design , 2006 .

[56]  John F. O׳Connell,et al.  A macro-environment approach to civil aviation strategic planning , 2014 .

[57]  Andreas Schäfer,et al.  Historical and future trends in aircraft performance, cost, and emissions , 2001 .

[58]  C. Moorman Organizational Market Information Processes: Cultural Antecedents and New Product Outcomes , 1995 .

[59]  Suresh Kumar Jakhar,et al.  An integrated model of supply chain performance evaluation and decision-making using structural equation modelling and fuzzy AHP , 2014 .

[60]  Alice Bows,et al.  Policy Clash: Can Projected Aviation Growth be Reconciled with the UK Government's 60% Carbon-Reduction Target? , 2007 .

[61]  Khaled Abdelghany,et al.  A Model for the Airlines' Fuel Management Strategies , 2005 .

[62]  Dries Verstraete,et al.  Long range transport aircraft using hydrogen fuel , 2013 .

[63]  Morton E. O'Kelly,et al.  Fuel burn rates of commercial passenger aircraft: variations by seat configuration and stage distance , 2014 .

[64]  I. Chen,et al.  Towards a theory of supply chain management: the constructs and measurements , 2004 .

[65]  Khardi Salah,et al.  Environmental impact reduction of commercial aircraft around airports. Less noise and less fuel consumption , 2013, European Transport Research Review.

[66]  Simon Blakey,et al.  Aviation gas turbine alternative fuels: A review , 2011 .

[67]  Chingiz Hajiyev,et al.  A review of in-flight detection and identification of aircraft icing and reconfigurable control , 2013 .

[68]  Sunpeth Cumnuantip,et al.  Design and aeroelastic assessment of a forward-swept wing aircraft , 2014 .

[69]  Sakae Nagaoka,et al.  Data and queueing analysis of a Japanese air-traffic flow , 2014, Eur. J. Oper. Res..

[70]  Alessandro Gardi,et al.  Automated ATM system for 4-dimensional trajectory based operations , 2015 .

[71]  C. Fornell,et al.  Evaluating structural equation models with unobservable variables and measurement error. , 1981 .

[72]  Joosung J. Lee,et al.  Can we accelerate the improvement of energy efficiency in aircraft systems , 2010 .

[73]  Lilly Spirkovska,et al.  AWE: aviation weather data visualization environment , 2002, Comput. Graph..

[74]  J. E. Green,et al.  The potential for reducing the impact of aviation on climate , 2009, Technol. Anal. Strateg. Manag..

[75]  Tasos Nikoleris,et al.  Detailed estimation of fuel consumption and emissions during aircraft taxi operations at Dallas/Fort Worth International Airport , 2011 .

[76]  Robert J. Vokurka,et al.  The empirical assessment of construct validity , 1998 .

[77]  Ramesh K. Agarwal Review of Technologies to Achieve Sustainable (Green) Aviation , 2012 .

[78]  Morton E. O'Kelly,et al.  Fuel burn and environmental implications of airline hub networks , 2012 .

[79]  Sin-Jin Lin,et al.  A green approach to the weight reduction of aircraft cabins , 2014 .

[80]  Yu Zhang,et al.  Comparison of emerging ground propulsion systems for electrified aircraft taxi operations , 2014 .

[81]  Marina Braun-Unkhoff,et al.  Alternative fuels in aviation , 2014, CEAS Aeronautical Journal.

[82]  John Valasek,et al.  Prediction of icing effects on the lateral/directional stability and control of light airplanes , 2012 .

[83]  A. N. Sarkar,et al.  Evolving Green Aviation Transport System: A Hoilistic Approah to Sustainable Green Market Development , 2012 .

[84]  Noor Azina Ismail,et al.  Application of structural equation modelling for estimating airline performance , 2014 .

[85]  Alfred J Prata,et al.  Satellite detection of hazardous volcanic clouds and the risk to global air traffic , 2009 .

[86]  Joseph I. Daniel Benefit-cost analysis of airport infrastructure: the case of taxiways , 2002 .

[87]  Osama M. Alyousif,et al.  Aviation fuel demand modelling in OECD and developing countries: impacts of fuel efficiency , 2009 .

[88]  Xander Olsthoorn,et al.  Carbon dioxide emissions from international aviation: 1950–2050 , 2001 .

[89]  J. P. Peter Reliability: A Review of Psychometric Basics and Recent Marketing Practices , 1979 .

[90]  John F. O'Connell,et al.  The economic viability of long-haul low cost operations: Evidence from the transatlantic market , 2015 .

[91]  Àrea d'Hàbitat Urbà Environmental report 2013 , 2015 .

[92]  Abir Al-Tabbaa,et al.  Factor analysis and structural equation modelling of sustainable behaviour in contaminated land remediation , 2014 .

[93]  Oznur Usanmaz,et al.  Energy and emission assessments of continuous descent approach , 2010 .

[94]  Joosung Lee,et al.  Analysis of Technological Innovation and Environmental Performance Improvement in Aviation Sector , 2011, International journal of environmental research and public health.

[95]  Lay Eng Teoh,et al.  Green air transport system: An overview of issues, strategies and challenges , 2016 .

[96]  A. V. Kan Development of algorithms of air-traffic flow management , 2010 .