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Keywords: Response Surface
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Proceedings Papers

Proc. ASME. IDETC-CIE2011, Volume 5: 37th Design Automation Conference, Parts A and B, 775-790, August 28–31, 2011
Paper No: DETC2011-48608
... systems. KEYWORDS: Complex engineered systems; hybrid surro- gate modeling; optimization; product family; response surface; wind farm; INTRODUCTION Complex systems such as human bodies, rain forests, aerospace-systems, energy systems and wireless networking generally tend to be highly interdisciplinary...
Proceedings Papers

Proc. ASME. IDETC-CIE2011, Volume 5: 37th Design Automation Conference, Parts A and B, 367-378, August 28–31, 2011
Paper No: DETC2011-48731
... and farm efficiency are then represented as functions of the land aspect ratio and the land orientation. To this end, we apply a recently developed response surface method known as the Reliability-Based Hybrid Functions. The overall wind farm design methodology is applied to design a 25MW farm in North...
Proceedings Papers

Proc. ASME. IDETC-CIE2010, Volume 1: 36th Design Automation Conference, Parts A and B, 599-609, August 15–18, 2010
Paper No: DETC2010-28958
...: approximation, regression, interpolation, metamodel, response surface, prediction, RBF-HDMR, functional form, black-box function 1 INTRODUCTION Metamodeling techniques find a wide use in engineering. These uses include getting insight into a complex system and supporting simulation-based optimization...
Proceedings Papers

Proc. ASME. IDETC-CIE2010, Volume 1: 36th Design Automation Conference, Parts A and B, 729-744, August 15–18, 2010
Paper No: DETC2010-29121
... 21 03 2011 This paper develops a cost model for onshore wind farms in the U.S.. This model is then used to analyze the influence of different designs and economic parameters on the cost of a wind farm. A response surface based cost model is developed using Extended Radial Basis...
Proceedings Papers

Proc. ASME. IDETC-CIE2003, Volume 2: 29th Design Automation Conference, Parts A and B, 935-944, September 2–6, 2003
Paper No: DETC2003/DAC-48801
... 19 06 2008 In this paper, a global optimization technique based on the Adaptive Response Surface Method (ARSM) is integrated with a Control Volume Finite Element Method (CVFEM) for thermofluid optimization. The objective of the optimization is to improve the thermal effectiveness...
Proceedings Papers

Proc. ASME. IDETC-CIE2005, Volume 2: 31st Design Automation Conference, Parts A and B, 305-319, September 24–28, 2005
Paper No: DETC2005-85245
... such as gradient-based methods. While response surface techniques such as quadratic approximation can save computational cost for complicated design problems, the fidelity of solution is affected by density of samples. The new framework simultaneously performs evolutionary search and constructs response surfaces...
Proceedings Papers

Proc. ASME. IDETC-CIE2005, Volume 2: 31st Design Automation Conference, Parts A and B, 773-783, September 24–28, 2005
Paper No: DETC2005-85146
... 10 06 2008 This paper presents a new method to construct response surface function and a new hybrid optimization method. For the response surface function, the radial basis function is used for a zeroth-order approximation, while new bases is proposed for the moving least squares...