Title :
Flight path optimization for minimizing emissions and avoiding weather hazard
Author :
Fanti, Maria Pia ; Mininel, S. ; Nolich, M. ; Stecco, Gabriella ; Ukovich, Walter ; Bernabo, M. ; Serafino, G.
Author_Institution :
Electr. & Inf. Eng. Dept., Polytech. of Bari, Bari, Italy
Abstract :
This paper presents a methodology to determine the optimal path of airplanes in order to avoid weather hazard and reduce pollutant emissions. To this aim, the aircraft movement is modeled as a finite state automaton: the state is a vector describing the space aircraft position, its airspeed and heading; the outputs are the aircraft emissions of CO2 and NOx. In the described framework, the aircraft path planning problem is defined as a finite-horizon open loop optimization problem that searches for an optimal transition state path of the automaton by minimizing CO2 and NOx emissions. To this aim, an integer multi-objective programming problem is formulated and solved. Experimental results show an example of a path optimization and a comparison with a real airplane trajectory.
Keywords :
air pollution control; aircraft control; carbon compounds; finite state machines; hazards; integer programming; nitrogen compounds; path planning; CO2; NOx; aircraft emissions; aircraft movement; aircraft path planning problem; emission minimization; finite state automaton; finite-horizon open loop optimization problem; flight path optimization; integer multiobjective programming problem; model predictive control; optimal airplane path; optimal transition state path; pollutant emission reduction; real airplane trajectory; space aircraft position; weather hazard avoidance; Aircraft; Atmospheric modeling; Automata; Computational modeling; Meteorology; Optimization; Trajectory; Automata; Flight control; Optimization;
Conference_Titel :
American Control Conference (ACC), 2014
Conference_Location :
Portland, OR
Print_ISBN :
978-1-4799-3272-6
DOI :
10.1109/ACC.2014.6858923