Top

Optimization and Engineering

Published in:

01-12-2015

Constrained problem formulations for power optimization of aircraft electro-thermal anti-icing systems

Authors: Mahdi Pourbagian, Bastien Talgorn, Wagdi G. Habashi, Michael Kokkolaras, Sébastien Le Digabel

Published in: Optimization and Engineering | Issue 4/2015

Activate our intelligent search to find suitable subject content or patents.

search-config

AI-assisted search

Off

Abstract

Various constrained problem formulations for the optimization of an electro-thermal wing anti-icing system in both running-wet and evaporative regimes are presented. The numerical simulation of the system is performed by solving the conjugate heat transfer problem between the fluid and solid domains. The optimization goal is to reduce the energy use and power demand of the anti-icing system while ensuring a safe protection. The formulations are carefully proposed from the physical and mathematical viewpoints; their performance is assessed by means of several numerical test cases to discern the most promising for each regime. The design optimization is conducted using the mesh adaptive direct search algorithm using quadratic and statistical surrogate models in the search step. The influence of the models on the convergence speed and the quality of the obtained design solutions is investigated.

next article Ellipsoidal bounds on state trajectories for discrete-time systems with linear fractional uncertainties

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

über 102.000 Bücher
über 537 Zeitschriften

aus folgenden Fachgebieten:

Automobil + Motoren
Bauwesen + Immobilien
Business IT + Informatik
Elektrotechnik + Elektronik
Energie + Nachhaltigkeit
Finance + Banking
Management + Führung
Marketing + Vertrieb
Maschinenbau + Werkstoffe
Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

inform now

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

über 67.000 Bücher
über 390 Zeitschriften

aus folgenden Fachgebieten:

Automobil + Motoren
Bauwesen + Immobilien
Business IT + Informatik
Elektrotechnik + Elektronik
Energie + Nachhaltigkeit
Maschinenbau + Werkstoffe

Jetzt Wissensvorsprung sichern!

inform now

[] denotes the ranges for the power density values.

FSP was originally FσP, which denotes minimization of F + σ, under probabilistic constraint. EFIC denotes expected feasible improvement with crossed exploration term.

Al-Khalil K et al (1997) Validation of thermal ice protection computer codes: part 3-the validation of ANTICE. In: 35th Aerospace sciences meeting and exhibit, Reno

Audet C, Dennis JE (2006) Mesh adaptive direct search algorithms for constrained optimization. SIAM J Optim 17(1):188–217MATHMathSciNetCrossRef

Audet C, Dennis JE (2009) A progressive barrier for derivative-free nonlinear programming. SIAM J Optim 20(1):445–472MATHMathSciNetCrossRef

Audet C et al (2008) Nonsmooth optimization through mesh adaptive direct search and variable neighborhood search. J Glob Optim 41(2):299–318MATHMathSciNetCrossRef

Baker AA et al (2004) Composite materials for aircraft structures. AIAA, Reston Virginia

Beaugendre H et al (2006) Development of a second generation in-flight icing simulation code. J Fluids Eng 128(2):378–387CrossRef

Buschhorn ST et al (2013) Electrothermal icing protection of aerosurfaces using conductive polymer nanocomposites. In: 54th AIAA/ASME/ASCE/AHS/ASC structures, structural dynamics, and materials conference, Boston

Capey EC (1965) Alleviation of thermal stresses in aircraft structures. Aeronatical Research Council, London

Croce G et al (2002) CHT3D: FENSAP-ICE conjugate heat transfer computations with droplet impingement and runback effects. In: 40th Aerospace sciences meeting and exhibit, Reno

da Silva GAL et al (2005) Simulation of an airfoil electro-thermal anti-ice system operating in running wet regime. In: 43rd AIAA aerospace sciences meeting and exhibit, Reno

Dussin D et al (2009) Hybrid grid generation for two-dimensional high-Reynolds flows. Comput Fluids 38(10):1863–1875MATHCrossRef

Fletcher R, Leyffer S (2002) Nonlinear programming without a penalty function. Math Program 91(2):239–269MATHMathSciNetCrossRef

Goldberg DE (1989) Genetic algorithms in search, optimization, and machine learning. Addison-Wesley, Menlo ParkMATH

Gramacy RB, Taddy MA (2010) dynaTree: an R package implementing dynamic trees for learning and design. Software available at http://CRAN.R-project.org/package=dynaTree

Hackerman N (1952) Effect of temperature on corrosion of metals by water. Ind Eng Chem 44(8):1752–1755CrossRef

Jones DR (2001) A taxonomy of global optimization methods based on response surfaces. J Glob Optim 21(4):345–383MATHCrossRef

Jones DR et al (1998) Efficient global optimization of expensive black-box functions. J Glob Optim 13(4):455–492MATHCrossRef

Le Digabel S (2011) Algorithm 909: NOMAD: nonlinear optimization with the MADS algorithm. ACM Trans Math Softw 37(4):44:41–44:15CrossRef

Mayer C et al (2007) Wind tunnel study of electro-thermal de-icing of wind turbine blades. Int J Offshore Polar Eng 17(3):182

McKay MD et al (2000) A comparison of three methods for selecting values of input variables in the analysis of output from a computer code. Technometrics 42(1):55–61CrossRef

Messinger BL (1953) Equilibrium temperature of an unheated icing surface as a function of air speed. J Aeronaut Sci 20(1):29–41CrossRef

Miller D et al (1997) Validation of thermal ice protection computer codes: part 1-program overview. In: 35th AIAA aerospace sciences meeting and exhibit, Reno

Mivehchi H, Varvani-Farahani A (2010) The effect of temperature on fatigue strength and cumulative fatigue damage of FRP composites. Procedia Eng 2(1):2011–2020CrossRef

Pourbagian M, Habashi WG (2012) Parametric analysis of energy requirements of in-flight ice protection systems. In: 20th Annual conference of the CFD society of Canada, Canmore

Pourbagian M, Habashi WG (2013a) CFD-based optimization of electro-thermal wing ice protection systems in de-icing mode. In: 51st AIAA aerospace sciences meeting including the new horizons forum and aerospace exposition, Grapevinve

Pourbagian M, Habashi WG (2013b) Surrogate-based optimization of electrothermal wing anti-icing systems. J Aircr 50(5):1555–1563CrossRef

Pourbagian M, Habashi WG (2013c) On optimal design of electrothermal in-flight ice protection systems. In: 5th AIAA atmospheric and space environments conference, San Diego

Reid T et al (2011) FENSAP-ICE: 3D simulation, and validation, of d-icing with inter-cycle ice accretion. In: SAE 2011 international conference on aircraft and engine icing and ground deicing, Chicago

Reid T et al (2013a) FENSAP-ICE simulation of icing on wind turbine blades, part 1: performance degradation. In: 51st AIAA aerospace sciences meeting including the new horizons forum and aerospace exposition, Grapevine

Reid T et al (2013b) FENSAP-ICE simulation of icing on wind turbine blades, part 2: ice protection system design. In: 51st AIAA aerospace sciences meeting including the new horizons forum and aerospace exposition, Grapevine

Schonlau M et al (1997) Global versus local search in constrained optimization of computer models. In: 1997 Joint AMS-IMS-SIAM summer conference, Washington

Sinnett M (2007) 787 No-bleed systems: saving fuel and enhancing operational efficiencies. Boeing Commer AERO Mag 4(1):6–11

Starke EAJ (1996) Accelerated aging of materials and structures, the effects of long-term elevated-temperature exposure. National Academy Press, Washington, DC

Strehlow RH, Moser R (2009) Capitalizing on the increased flexibility that comes from high power density electrothermal deicing. Flight Dyn 2000:01–03

Taddy MA et al (2011) Dynamic trees for learning and design. J Am Stat Assoc 106(493):109–123MathSciNetCrossRef

Talgorn B et al (2015) Statistical surrogate formulations for simulation-based design optimization. ASME J Mech Des 137(2):021405-021401–021405-021418CrossRef

Thomas SK et al (1996) Aircraft anti-icing and de-icing techniques and modeling. J Aircr 33(5):841–854CrossRef

Vaz AIF, Vicente LN (2007) A particle swarm pattern search method for bound constrained global optimization. J Glob Optim 39(2):197–219MATHMathSciNetCrossRef

Yaslik AD (1991) Three-dimensional numerical simulation of transient heat transfer occurring in electrothermal deicing systems. University of Toledo, Toledo

Title: Constrained problem formulations for power optimization of aircraft electro-thermal anti-icing systems
Authors: Mahdi Pourbagian
Bastien Talgorn
Wagdi G. Habashi
Michael Kokkolaras
Sébastien Le Digabel
Publication date: 01-12-2015
Publisher: Springer US
Published in: Optimization and Engineering / Issue 4/2015
Print ISSN: 1389-4420
Electronic ISSN: 1573-2924
DOI: https://doi.org/10.1007/s11081-015-9282-1

Springer Professional

Abstract

Please log in to get access to your license.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Springer Professional "Technik"

Other articles of this Issue 4/2015

A new algorithm using front prediction and NSGA-II for solving two and three-objective optimization problems

Optimal design in elasticity: a systematic adjoint approach to boundary cost functionals

Optimal design of periodic frame structures with negative thermal expansion via mixed integer programming

Sequentially optimal sensor placement in thermoelastic models for real time applications

Ellipsoidal bounds on state trajectories for discrete-time systems with linear fractional uncertainties

Premium Partners