Multidisciplinary Unmanned Combat Air Vehicle-UCAV Design Optimization Using Variable Complexity Modeling

To improve design results while avoiding expensive computational cost, a variable complexity modeling (VCM) framework is studied and presented. The logical and systematical approach for aircraft conceptual design synthesis process is established. The code development and validation for each phase have been done for several types of aircraft. Moreover, the phase II parameterization and integration procedure are developed which allows the linking of design variables to to tal take-off gross weight (TOGW). The lift and drag are evaluated by using the high fidelity model in which lift coefficient is integrated in phase II by VCM approach and drag coefficient is used as an offline design value to the design process at cruise condition. The case study is applied to design UCAV and minimize the TOGW of UCAV.

[1]  Jaroslaw Sobieszczanski-Sobieski,et al.  Multidisciplinary aerospace design optimization - Survey of recent developments , 1996 .

[2]  Denis Howe,et al.  Aircraft Conceptual Design Synthesis , 2000 .

[3]  G. Gary Wang,et al.  Review of Metamodeling Techniques in Support of Engineering Design Optimization , 2007 .

[4]  Jang-Hyuk Kwon,et al.  Navier-Stokes Computation of Pitch-Damping Coefficients Using Steady Coning Motions , 2004 .

[5]  William H. Mason,et al.  Control Authority Issues in Aircraft Conceptual Design: Critical Conditions, Estimation Methodology, Spreadsheet Assessment, Trim and Bibliography , 1996 .

[6]  Leland M. Nicolai Fundamentals of Aircraft Design , 1984 .

[7]  A. H. Hadid,et al.  Multidisciplinary Approach to Aerospike Nozzle Design , 1997 .

[8]  P. A. Newman,et al.  Approximation and Model Management in Aerodynamic Optimization with Variable-Fidelity Models , 2001 .

[9]  Shawn E. Gano,et al.  Hybrid Variable Fidelity Optimization by Using a Kriging-Based Scaling Function , 2005 .

[10]  Ilan Kroo,et al.  Use of the Collaborative Optimization Architecture for Launch Vehicle Design , 1996 .

[11]  Denis Howe,et al.  Aircraft Conceptual Design Synthesis: Howe/Aircraft Conceptual Design Synthesis , 2000 .

[12]  T Haftka Raphael,et al.  Multidisciplinary aerospace design optimization: survey of recent developments , 1996 .

[13]  Peter Edward MacMillin,et al.  Trim, Control, and Performance Effects in Variable-Complexity High-Speed Civil Transport Design , 1996 .

[14]  Sidra I. Silton,et al.  Navier-Stokes Predictions of Dynamic Stability Derivatives: Evaluation of Steady-State Methods , 2009 .

[15]  Jae-Woo Lee,et al.  Design Optimization Process Using Artificial Neural Networks, Bayesian Learning and Hybrid Algorithm , 2008 .

[16]  Kroo Ilan,et al.  Multidisciplinary Optimization Methods for Aircraft Preliminary Design , 1994 .