2017
DOI: 10.1115/1.4037456
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Multidisciplinary Design and Optimizations of Swept and Leaned Transonic Rotor

Abstract: Optimization problems in many engineering applications are usually considered as complex subjects. Researchers are often obliged to solve a multi-objective optimization problem. Several methodologies such as genetic algorithm (GA) and artificial neural network (ANN) are proposed to optimize multi-objective optimization problems. In the present study, various levels of sweep and lean were exerted to blades of an existing transonic rotor, the well-known NASA rotor-67. Afterward, an ANN optimization method was us… Show more

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Cited by 12 publications
(7 citation statements)
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“…In particular, tighter operating clearances are desirable between rotating blades and the surrounding casing to reduce tip losses [7]. Blade shapes can also be optimized to increase aerodynamic efficiency or pressure ratio, for example, through the application of three-dimensional (3D) tilt angles [8,9]. In a linear context, the consequences of blade design modifications on its dynamics may be easily quantified with a modal analysis and access to its basic properties such as the variation of mass.…”
Section: Introductionmentioning
confidence: 99%
“…In particular, tighter operating clearances are desirable between rotating blades and the surrounding casing to reduce tip losses [7]. Blade shapes can also be optimized to increase aerodynamic efficiency or pressure ratio, for example, through the application of three-dimensional (3D) tilt angles [8,9]. In a linear context, the consequences of blade design modifications on its dynamics may be easily quantified with a modal analysis and access to its basic properties such as the variation of mass.…”
Section: Introductionmentioning
confidence: 99%
“…Ma et al and Liu et al [19,20] showed that large inlet blade lean can inhibit separation flow and improve turbine efficiency using a multi-objective optimization design method. The research by Razavi et al [21] and He et al [22] reported that the In terms of the methods of suppressing the space diffuser corner separation vortex, Goto et al [11,12] mainly adopted the inverse design method to design two types of blades, i.e., shroud back-loaded and hub forward-loaded blades, for suppressing the corner separation vortexes, the flow was assumed to be irrotational and away from the actual flow conditions. Zhao et al [13] and Zhang et al [14] mainly adopted the method of combining simulation calculation and experiments to analyze the influence of different wrap angles and the number of blades on pump performances when the wrap angle difference is zero, but the inner flow characteristics in the space diffuser were not clear.…”
Section: Introductionmentioning
confidence: 99%
“…For the negative-bow rotor, with the increase of the negative-bow angle, the peak efficiency and the total pressure ratio shows a trend of first increasing and then decreasing. Razavi et al [12] carried out the three-dimensional optimized design of sweep and bow transonic rotors to achieve maximum stage pressure ratio, efficiency, and operating range. The results show that the optimized three-dimensional blade can increase the working range by 30%, the pressure ratio by 1%, and the efficiency by 2%.…”
Section: Introductionmentioning
confidence: 99%