Optimization of terminal airspace operation with environmental considerations

Abstract The rapid growth in air traffic has resulted in increased emission and noise levels in terminal areas, which brings negative environmental impact to surrounding areas. This study aims to optimize terminal area operations by taking into account environmental constraints pertaining to emission and noise. A multi-objective terminal area resource allocation problem is formulated by employing the arrival fix allocation (AFA) problem, while minimizing aircraft holding time, emission, and noise. The NSGA-II algorithm is employed to find the optimal assignment of terminal fixes with given demand input and environmental considerations, by incorporating the continuous descent approach (CDA). A case study of the Shanghai terminal area yields the following results: (1) Compared with existing arrival fix locations and the first-come-first-serve (FCFS) strategy, the AFA reduces emissions by 19.6%, and the areas impacted by noise by 16.4%. AFA and CDA combined reduce the emissions by 28% and noise by 38.1%; (2) Flight delays caused by the imbalance of demand and supply can be reduced by 72% (AFA) and 81% (AFA and CDA) respectively, compared with the FCFS strategy. The study demonstrates the feasibility of the proposed optimization framework to reduce the environmental impact in terminal areas while improving the operational efficiency, as well as its potential to underpin sustainable air traffic management.

[1]  D. Fujiwara,et al.  Experience sampling in and around airports. Momentary subjective wellbeing, airports, and aviation noise in England , 2017 .

[2]  Karl Ropkins,et al.  Near-field commercial aircraft contribution to nitrogen oxides by engine, aircraft type, and airline by individual plume sampling. , 2008, Environmental science & technology.

[3]  Zhang Zhao-yu.  A Noise Evaluation of Flight Procedures Method Based on Trajectory Segmentation , 2014 .

[4]  Ian A. Waitz,et al.  Estimating the climate and air quality benefits of aviation fuel and emissions reductions , 2011 .

[5]  Heinz Erzberger,et al.  Fast-Time Study of Airline-Influenced Arrival Sequencing and Scheduling , 2000 .

[6]  John-Paul Clarke,et al.  Runway Operations Planning and Control: Sequencing and Scheduling , 2001 .

[7]  Jonathan I Levy,et al.  Modeling variability in air pollution‐related health damages from individual airport emissions , 2017, Environmental research.

[8]  E. Andres Houseman,et al.  An analysis of continuous black carbon concentrations in proximity to an airport and major roadways , 2009 .

[9]  S. Janssen,et al.  Auditory and non-auditory effects of noise on health , 2014, The Lancet.

[10]  Belarmino Adenso-Díaz,et al.  A review of the impact of noise restrictions at airports , 2017 .

[11]  Hamsa Balakrishnan,et al.  Identification of Robust Terminal-Area Routes in Convective Weather , 2012, Transp. Sci..

[12]  Steven Griggs,et al.  The politics of airport expansion in the United Kingdom: Hegemony, policy and the rhetoric of ‘sustainable aviation’ , 2013 .

[13]  Kalyanmoy Deb,et al.  Muiltiobjective Optimization Using Nondominated Sorting in Genetic Algorithms , 1994, Evolutionary Computation.

[14]  Jacek Skorupski,et al.  Methods of air traffic management in the airport area including the environmental factor , 2017 .

[15]  David W. Keith,et al.  Impact of the Volkswagen emissions control defeat device on US public health , 2015 .

[16]  Marc E.J. Stettler,et al.  Airport emissions reductions from reduced thrust takeoff operations , 2017 .

[17]  S. Khardi,et al.  Comparison of methodologies estimating emissions of aircraft pollutants, environmental impact assessment around airports , 2011 .

[18]  Rex Britter,et al.  Impact of aircraft plume dynamics on airport local air quality , 2013 .

[19]  Heinz Erzberger,et al.  Delay Exchanges in Arrival Sequencing and Scheduling , 1999 .

[20]  Arnab Majumdar,et al.  Robust identification of air traffic flow patterns in Metroplex terminal areas under demand uncertainty , 2017 .

[21]  Yin Jia.  Optimization Approach for Collaborative Operating Modes of Multi-runway Systems , 2014 .

[22]  R. Logan,et al.  Chemical characterization of the fine particle emissions from commercial aircraft engines during the Aircraft Particle Emissions eXperiment (APEX) 1 to 3. , 2009, Environmental science & technology.

[23]  Ian A. Waitz,et al.  Costs and benefits of US aviation noise land-use policies , 2016 .

[24]  Hsin Min Wong,et al.  Public health, climate, and economic impacts of desulfurizing jet fuel. , 2012, Environmental science & technology.

[25]  Teresa Moreno,et al.  Concentrations, sources and geochemistry of airborne particulate matter at a major European airport. , 2010, Journal of environmental monitoring : JEM.

[26]  Xavier Prats,et al.  An environmental assessment of air traffic speed constraints in the departure phase of flight: A case study at Gothenburg Landvetter Airport, Sweden , 2012 .

[27]  Hamsa Balakrishnan,et al.  Scheduling Aircraft Landings under Constrained Position Shifting , 2006 .

[28]  Harshad Khadilkar,et al.  DEMONSTRATION OF REDUCED AIRPORT CONGESTION THROUGH PUSHBACK RATE CONTROL , 2014 .

[29]  John-Paul Clarke,et al.  Scheduling of runway operations for reduced environmental impact , 2011 .

[30]  Antonio J. Torija,et al.  Aircraft classification for efficient modelling of environmental noise impact of aviation , 2018 .

[31]  M. Kampa,et al.  Human health effects of air pollution. , 2008, Environmental pollution.

[32]  Lucio Bianco,et al.  Scheduling models for air traffic control in terminal areas , 2006, J. Sched..

[33]  Robert M. Malina,et al.  Do the regional growth effects of air transport differ among airports , 2014 .

[34]  R. Harrison,et al.  Aircraft engine exhaust emissions and other airport-related contributions to ambient air pollution: A review , 2014, Atmospheric Environment.

[35]  Tom G. Reynolds,et al.  Evaluation of potential near-term operational changes to mitigate environmental impacts of aviation , 2013 .

[36]  Hamsa Balakrishnan,et al.  Reducing the air quality and CO2 climate impacts of taxi and takeoff operations at airports , 2017 .

[37]  John-Paul Clarke,et al.  Runway Assignments That Minimize Terminal Airspace and Airport Surface Emissions , 2014 .

[38]  Dengfeng Sun,et al.  Investigation of Potential Fuel Savings Due to Continuous-Descent Approach , 2013 .