A horizontal-axis wind turbine blade is designed using two step optimization procedures with probability approach. For the efficient management of the multiple design variables required for the blade design, the design procedure is divided into two optimization steps. In step 1, the diameter and rotating speed of a blade are determined and design points are extracted from the design space. In step 2-1, blade shapes are optimized by using the strip theory with the minimum energy loss method. The capacity factor and the cost model for each optimized blade shape are calculated in steps 2-2 and 2-3, respectively. To find the global optimum point in the design space, the space is modified into a highly possible region through the use of the probability approach.

1.
Sathyajith
,
M.
, 1996,
Wind Energy: Fundamentals, Resource Analysis and Economics
,
Springer
,
New York
, Chap. 3.
2.
Tony
,
B.
,
David
,
S.
,
Nick
,
J.
, and
Ervin
,
B.
, 2001,
Wind Energy Handbook
,
Wiley
,
New York
, Chaps. 4 and 6.
3.
Kantelberg
,
A.
, 2007, “
Aerodynamic Blade Design
,”
Blade Technology Seminar at KIMM
, EUROS Gmbh.
4.
Myers
,
R. H.
, and
Montgomery
,
D. C.
, 1995,
Response Surface Methodology: Process and Product Optimization Using Designed Experiments
,
Wiley
,
New York
.
5.
Vanderplaats
,
G. N.
, 1984,
Numerical Optimization, Techniques for Engineering Design: With Applications
,
McGraw-Hill
,
New York
.
6.
Adkins
,
C. N.
, and
Liebeck
,
R. H.
, 1994, “
Design of Optimum Propellers
,”
J. Propul. Power
0748-4658,
10
(
5
), pp.
676
682
.
7.
Somers
,
D. M.
, 2005, “
The S830, S831, and S832 Airfoils
,” Report No. NREL/SR-500-36339.
8.
Somers
,
D. M.
, 2004, “
The S816, S817, and S818 Airfoils
,” Report No. NREL/SR-500-36333.
9.
Drela
,
M.
, 1989, “
XFOIL: An Analysis and Design System for Low Reynolds Number Airfoil
,”
Low Reynolds Number Aerodynamics
,
T. J.
Mueller
, ed.,
Springer-Verlag
,
New York
, pp.
1
12
.
10.
Dayton
,
A. G.
, 2001, “
WindPACT Turbine Design Scaling Studies Technical Area 1–Composite Blades for 80- to 120-Meter Rotor
,” Report No. NREL/SR-500-29492.
11.
Richard
,
E. G.
, and
Paul
S. V.
, 1998, “
Parameter Optimization Applied to Use of Adaptive Blades on a Variable Speed Wind Turbine
,” SAND Report No. 98-2668.
12.
Mavris
,
D. N.
,
Bandte
,
O.
, and
DeLaurentis
,
D. A.
, 1999, “
Determination of System Feasibility and Viability Employing a Joint Probabilistic Formulation
,” AIAA Paper No. 99-0183.
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