Publications

Detailed Information

An Experimental Optimization of Flapping Wing Geometry in the Hover : 정지 비행시 날갯짓 비행체의 날개형상에대한 실험적 최적화 연구

DC Field Value Language
dc.contributor.advisorChongam Kim-
dc.contributor.author디브야라즈-
dc.date.accessioned2018-12-03T01:33:41Z-
dc.date.available2018-12-03T01:33:41Z-
dc.date.issued2018-08-
dc.identifier.other000000153491-
dc.identifier.urihttps://hdl.handle.net/10371/143629-
dc.description학위논문 (석사)-- 서울대학교 대학원 : College of Engineering, Department of Mechanical and Aerospace Engineering, 2018. 8. Chongam Kim.-
dc.description.abstractFlapping wing of flying insects is a source of motivation for the development of the Flapping Wing Micro Air Vehicles (FWMAV), which can perform both the hover and forward flight with high maneuverability. An efficient design of FWMAV demands the meticulous analysis of the wing design space to obtain the best blend of wing parameters. In this research, we implemented a surrogate based experimental optimization process to enhance the flapping wing performance in the hover flight.

In nature, different insects have a distinct combination of wing geometric parameters and these insects produce the different degree of aerodynamic performance. To understand the consequences of varying the wing parameters on the flapping wing performance, we first investigate the effect of wing geometric parameters on the mean thrust and power efficiency using the iterative approach. The results show that wing geometric parameters like camber angle, non-dimensional radius of second moment of area and Aspect Ratio have a significant effect on the mean thrust generation and power efficiency. Then, to obtain an optimum wing design, we implemented a surrogate based experimental design optimization process. To consider the noise in the experimental data, a surrogate is constructed using a noisy Kriging model. The objective of this optimization process is to maximize the power efficiency. A new design point, with camber angle of 9.56780, non-dimensional radius of second moment of area of 0.5876 and aspect ratio of 8.2925, obtained from this optimization process produced the maximum power efficiency than any other wings. At 26.67 Hz of flapping frequency, this wing generates 20.89 gf of thrust force. The flight capability of this optimized wing is verified by using a wired flight with stabilizer.
-
dc.description.tableofcontentsChapter 1 Introduction 1

1.1 Background 1

1.2 Outline of thesis 4

Chapter 2 Flapping mechanism, wing geometric parameters and experimental setup 5

2.1 Flapping mechanism 5

2.2 Wing Geometric Parameters 7

2.2.1 Wing area (S) 8

2.2.2 Camber angle (θ) 8

2.2.3 Non-dimensional radius of second moment of wing area (r2) 9

2.2.4 Aspect Ratio (AR) 11

2.3 Manufacturing of wing 12

2.4 Experimental Setup 13

Chapter 3 Methodology 16

3.1 Design of Experiment (DOE) 16

3.1.1 Central-Composite Design 16

3.1.2 Design Space 16

3.2 The Kriging model 18

3.2.1 Ordinary Kriging 18

3.2.2 Kriging with noisy observation 19

3.3 Infill Criteria 21

3.3.1 Expected Improvement 21

3.4 Estimating testing and manufacturing uncertainties 22

Chapter 4 Results for parametric study 26

4.1 Wing area 27

4.2 Camber angle 29

4.4 Aspect Ratio 37

Chapter 5 Results for Experimental Design Optimization 40

5.1 Objective Function 41

5.2 Results and Discussion 41

5.3 Comparison of the power efficiency for the optimized wing with baseline design 46

5.4 Performance of the optimized wing 47

Chapter 6 Conclusions 51

References 54

초록 56

Acknowledgement 58
-
dc.formatapplication/pdf-
dc.format.mediumapplication/pdf-
dc.language.isoen-
dc.publisher서울대학교 대학원-
dc.subject.ddc621-
dc.titleAn Experimental Optimization of Flapping Wing Geometry in the Hover-
dc.title.alternative정지 비행시 날갯짓 비행체의 날개형상에대한 실험적 최적화 연구-
dc.typeThesis-
dc.contributor.AlternativeAuthorAdhikari Dibya Raj-
dc.description.degreeMaster-
dc.contributor.affiliationCollege of Engineering, Department of Mechanical and Aerospace Engineering-
dc.date.awarded2018-08-
Appears in Collections:
Files in This Item:

Altmetrics

Item View & Download Count

  • mendeley

Items in S-Space are protected by copyright, with all rights reserved, unless otherwise indicated.

Share