by nor hidayati diyana binti nordin a thesis submitted in
TRANSCRIPT
INVESTIGATION OF ENERGY EFFICIENT
MAGNETORHEOLOGICAL FLUID (MRF) DAMPER
FOR APPLICATION IN PROSTHETIC LIMB
BY
NOR HIDAYATI DIYANA BINTI NORDIN
A thesis submitted in fulfillment of the requirement for
the degree of Doctor of Philosophy (Engineering)
Kulliyyah of Engineering
International Islamic University Malaysia
MAY 2018
ii
ABSTRACT
The use of dampers as shock absorbers in both transfemoral and transtibial prosthesis is
important in order to provide comfort to the amputees without jeopardizing their health
and safety. Three types of dampers are available namely active, semi-active and passive
dampers. However, passive dampers are not suitable since the impedance data cannot be
tuned and for active devices, they are not in favour due to its size and cost. In order to
provide damping to the prosthesis that can be automatically tuned for normal walking
conditions, magnetorheological fluid (MRF) damper can be used. MRF damper is a
damper filled with magnetorheological fluid that reacts to the presence of magnetic field.
It contains microsized particles, usually carbonyl iron particles which will align
themselves forming chain-like structures parallel to the applied magnetic field. Thus, the
rheology of the fluid is rapidly altered. The strength and distributions of the magnetic
field influence the rigidity of the material, which directly affects the magnitude of force
delivered by the damper. MRF damper needs an electromagnetic system to achieve
“ON” state. Wearing a prosthetic limb that requires large power source accounts for
inconveniency. Hence, to address this issue, there is a need for an energy efficient MRF
damper that requires low power consumption so as to prolong its battery life. In this
research, two areas were covered which are optimizing the energy efficient MRF damper
as well as designing a suitable controller for an ankle prosthesis. In optimizing the
dynamic range, this study will tackle the issue through MRF particles size and volume
percentage ratio. COMSOL Multiphysics software was used in the optimization study
and experiments were also conducted to verify the findings. It is shown that smallest
particle size and highest particle ratio, which is 2μm at 0.6 particle ratio exhibits the
highest wall shear stress, at a lesser amount of applied current. In addition, simulation
works using fuzzy-PID (F-PID) controller was also developed to ensure the performance
of the prosthetic limb equipped with MRF damper, which completed the research work
from the perspective of mechatronics engineering. Using PID controller, the error goes
up to 90% while a maximum of 20% percentage error is seen for a prosthetic limb with
F-PID.
.
iii
خلاصة البحث
ظنبوبية -فخذية و العبر-استخدام مثبطات الصدمات لامتصاص الصدمات في الأطراف الاصطناعية العبر ;المساس بصحتهم وسلامتهم. هناك ثلاثة أنواع من المثبطاتمهم لتوفير الراحة لمبتوري الأطراف دون
مثبطات نشطة، وشبه نشطة، وغير نشطة. المثبطات الغير نشطة غير ملائمة لأن بيانات الممانعة لا يمكن ضبطها، أما المثبطات النشطة فهي ليست مرغوبة بسبب حجمها وتكلفتها. من أجل توفير تثبيط إلى
ط التلقائي لظروف المشي العادية فإنه بالامكان استخدام مثبطات السائل طرف اصطناعي قابل للضبهو مثبط معبأ بسائل مغنطيسي يتفاعل مع وجود مجال MRF. مثبط (MRF)المغنطيسي الريولوجي
مغناطيسي. يحتوي هذا المثبط على جسيمات متناهية الصغر، وعادة ما تكون مصنوعة من حديد الكربونيل ا بتكوين هياكل شبه سلسلية متوازية مع المجال المغناطيسي المطبق، وبالتالي فإن انسيابية التي تشكل نفسه
السائل في تغير سريع. تؤثر قوة وتوزع المجال المغناطيسي على صلابة المادة، والتي تؤثر بشكل مباشر على يق حالة التشغيل إلى نظام كهرومغناطيسي لتحق MRFكمية القوة الموضوعة على المثبط. يحتاج مثبط
"ON لبس طرف اصطناعي يتطلب مصدر طاقة كبيرة والذي بكونه غير ملائم. لمعالجة هذه المشكلة ."موفر للطاقة والذي يحتاج فقط إلى طاقة منخفضة لإطالة عمر البطارية. MRFهناك حاجة إلى مثبط
، بالإضافة MRFاقة مثبط الـفي هذا البحث ، تم تغطية مجالاين وهما العمل على تحسين كفاءة مولد طإلى تصميم وحدة تحكم مناسبة لعزل الكاحل. من أجل تحسين النطاق الديناميكي ستعالج هذه الدراسة
وفرق النسبة المئوية للحجم. تم استخدام برنامج MRFالمشكلة من خلال حجم جزيئات الــCOMSOL Multiphysics من النتائج. تبين أن في دراسة التحسين وتم إجراء تجارب للتحقق
نسبة جسيمية، أظهرت 0.6مكرومتر عند 2أصغر حجم جسيمي وأعلى نسبة للجسيمات والتي بلغت أعلى إجهاد على الجدار، وذلك على أقل كمية للتيار المطبق. بالإضافة إلى ذلك تم تطوير أعمال المحاكاة
صطناعي المجهز بمثبط لضمان أداء الطرف الا fuzzy-PID (F-PID)باستخدام وحدة تحكم MRF والذي أكمل العمل البحثي من منظور الهندسة الميكاترونيكية. باستخدام وحدة تحكم ،PID
.F-PID٪ بحد أقصى للخطأ في الأطراف الصناعية المجهزة بــ20٪ مقارنة بنسبة 90ارتفع الخطأ إلى
iv
APPROVAL PAGE
This thesis of Nor Hidayati Diyana binti Nordin has been approved by the following:
______________________
Asan Gani Abdul Muthalif
Supervisor
______________________
Tanveer Saleh
Co-Supervisor
______________________
Norsinnira Zainul Azlan
Co-Supervisor
______________________
Muhammad Mahbubur Rashid
Internal Examiner
______________________
Rahizar Ramli
External Examiner
______________________
Jawaid Iqbal Inayat Hussain
External Examiner
______________________
Akram M Z M Khedher
Chairman
v
DECLARATION
I hereby declare that this thesis is the result of my own investigations, except where
otherwise stated. I also declare that it has not been previously or concurrently submitted
as a whole for any other degrees at IIUM or other institutions.
Nor Hidayati Diyana binti Nordin
Signature …………………………………… Date ……………………..
vi
INTERNATIONAL ISLAMIC UNIVERSITY MALAYSIA
DECLARATION OF COPYRIGHT AND AFFIRMATION OF
FAIR USE OF UNPUBLISHED RESEARCH
INVESTIGATION OF ENERGY EFFICIENT
MAGNETORHEOLOGICAL FLUID (MRF) DAMPER
FOR APPLICATION IN PROSTHETIC LIMB
I declare that the copyright holder of this thesis are jointly owned by the student
and IIUM.
Copyright © 2018 Nor Hidayati Diyana binti Nordin and International Islamic University Malaysia.
All rights reserved.
No part of this unpublished research may be reproduced, stored in a retrieval system,
or transmitted, in any form or by any means, electronic, mechanical, photocopying,
recording or otherwise without prior written permission of the copyright holder
except as provided below.
1. Any material contained in or derived from this unpublished research may only
be used by others in their writing with due acknowledgement.
2. IIUM or its library will have the right to make and transmit copies (print or
electronic) for institutional and academic purposes.
3. The IIUM library will have the right to make, store in a retrieval system and
supply copies of this unpublished research if requested by other universities
and research libraries.
By signing this form, I acknowledge that I have read and understand the IIUM
Intellectual Property Right and Commercialization policy.
Affirmed by Nor Hidayati Diyana binti Nordin
……………………………………. ……………………..
Signature Date
vii
This thesis is dedicated to my husband, Mohd Shafiq, children, Hanaa Nuralisha &
Ilman Hafiy and parents, Nordin and Rohani…
viii
ACKNOWLEDGEMENT
Alhamdulillah, prayers to Allah s.w.t for giving me the courage, strength and health to
complete this thesis as part of my PhD journey. My thanks go to all those people who
have assisted and guided me.
I would first like to acknowledge my main supervisor, Assoc. Prof. Ir. Dr. Asan
Gani Abdul Muthalif for his patience, guidance and encouragement throughout my
academic years in IIUM, without which this thesis would not be possible. I would also
like to thank my co-supervisors, Assoc. Prof. Dr Tanveer Saleh and Dr Norsinnira
Zainul Azlan for their assistance.
I am thankful to my husband, Mohd Shafiq Suhaimi for his understanding and
endless support to me throughout the journey and my beautiful children, Hanaa
Nuralisha and Ilman Hafiy for being my strength and motivation. Not to forget, I would
like to express my gratitude to my family, especially my parents, Nordin Hj Ahmad,
and Rohani Embong, for always be there every time I need their help as well as my
brothers for their support.
I would also like to thank my friends in Smart Structures, Systems and Control
Research (S3CR) Laboratory, especially Sr. Azni Nabela Wahid, Sr. Farahiyah Jasni
and Br Khairul Affendy for being part of the journey. My appreciation is also extended
to Br. Shahlan Dalil from Mechatronics Workshop, Br. Shaiful from Engineering
Workshop and Br. Farid from General Structure Lab for their cooperation and ideas
during the machining works and experiments. Finally, to MySMARTLeg team from
University Malaya, thank you for the exposure and knowledge sharing.
Thank you!
ix
TABLE OF CONTENTS
Abstract ………………………………………………………………………... ii
Abstract in Arabic ……………………………………………………...…........ iii
Approval Page ………………………………………………………...……...... iv
Declaration …………………………………………………………………...... v
Copyright ………………………………………………………..……………... vi
Dedication ………….………………………………………………..………… vii
Acknowledgement ……………………………………………………...…........ viii
List of Tables ………………………………………………………………..…. xii
List of Figures ……………………………………………………………….… xiv
List of Symbols ………………………………………………………………... xx
CHAPTER 1: INTRODUCTION ……………….…………………………... 1
1.1 Overview ……………………………………………………...……….…... 1
1.2 Semi active prosthetic limb ………………………………………………… 4
1.2.1 Magnetorheological fluid (MRF) damper…...…………………...... 5
1.3 Motivation of the study……………………………………………….…..… 10
1.4 Problem statement ……………………………………………………….…. 11
1.5 Research objective ……………………………………………………..…… 12
1.6 Research methodology…………………………………………………....… 12
1.6.1 Phase 1: Optimization of MRF for energy efficient MRF damper.. 13
1.6.1 Phase 2: Controller design 13
1.7 Contribution of the work……………………………………………...…...… 15
1.8 Scope of research……………………………………………….………...…. 15
1.9 Organization of thesis……………………………………………………...... 16
CHAPTER 2: LITERATURE REVIEW……………………………..……... 17
2.1 Mechanism of shock attenuation during walking via human lower limb …. 18
2.2 Shock absorption in prosthetic limb ……………………………………….. 20
2.2.1 Passive prosthetic limb ………………………………………….. 20
2.2.2 Active prosthetic limb ……………………………………………. 21
2.2.3 Semi active prosthetic limb ……………………………..……….. 23
2.3 Optimization of magnetorheological fluid damper …….………………….. 24
2.3.1 Damper design …………………………………………………… 25
2.3.2 Magnetorheological fluid particle …………………………..…... 27
2.3.2.1 Sedimentation rate…………………………………………. 27
2.3.2.2 Damping force……………………………………………... 28
2.4 Control strategies for magnetorheological fluid (MRF) damper..…………. 29
2.5 Control strategies for prosthetic limb …………………………………….. 30
2.5.1 PID controller …………………………….….………….….…... 32
2.5.2 Fuzzy-PID controller ……………………………………….…… 34
2.5.2.1 Fuzzy logic controller ……………………………………… 34
2.5.2.2 Fuzzy-PID controller ………………………………………. 35
2.6 Summary ………………………………………………………………….. 36
x
CHAPTER 3: PARAMETRIC INVESTIGATION ……………..………..... 37
3.1 Simulation studies ……………………………………………..…………... 37
3.1.1 Boundary Conditions ………………………………..…………... 39
3.1.2 B-H Curve …………………………………………..………….... 40
3.1.3 Dipole-Dipole Interactions ………………………...…………..... 42
3.1.4 Shear Stress Analysis …………..………………………………... 43
3.2 The effect of particle ratio, ϕ and particle size, d on shear stress, τ ( during
ON state) ………………………………………...…………………………….
45
3.2.1 The Effect of Particle Size, d and Particle Ratio, ϕ on Shear
Stress, τ at a Fixed Number of Magnetic Particles …………………….
45
3.2.2 The Effect of Particle Size, d and Particle Ratio, ϕ on Shear
Stress, τ at Different Number of Magnetic Particles …………………..
48
3.3 The effect of polydispersed particles in magnetorheological fluid ………... 56
3.4 Optimal value of particle ratio and particle size for energy efficient
magnetorheological fluid damper for prosthetic limb ………………………….
59
3.5 Summary ..…………………………………………………………………. 63
CHAPTER 4: EXPERIMENTAL WORK ………..……………………....... 65
4.1 Magnetorheological fluid (MRF) damper …………………………………. 65
4.1.1 Design of MRF damper ………………………………………...… 65
4.1.2 Measurement of magnetic field ………………………………...… 68
4.1.3 Magnetorheological fluid ………………...……………………... 72
4.2 Experimental setup ……………………………………………………...… 74
4.3 Optimal magnetorheological fluid for MRF damper in prosthetic limb …….. 83
4.4 Summary …………………………………………………………………… 85
CHAPTER 5: THE BIOMECHANICS OF HUMAN WALKING …….…. 86
5.1 Human gait cycle ………………………………………………………..…. 86
5.2 Kinematics of human lower limb …………………………..… 88
5.3 Simulation studies using kinematic data …………………………………… 93
5.3.1 Ground reaction force ……………………………………………. 95
5.4 Shock absorber in gait ……………………………………………………… 96
5.5 Preliminary studies using commercial prosthetic foot ……………………… 96
5.6 Summary ………………………………………………………………...… 100
CHAPTER 6: TRANSTIBIAL PROSTHETIC LIMB WITH MRF
DAMPER ……………………………………………………………………...
101
6.1 MRF damper in transtibial prosthetic limb …………………………………. 101
6.2 controller design for mrf damper in prosthetic limb ………………………. 105
6.2.1 Simulation results before foot flat ………………………………. 107
6.2.1.1 Case 1: without impact at heel strike ………………..…… 107
6.2.1.2 Case 2: With impact at heel strike ………………………... 117
6.2.2 Simulation results after foot flat ……………………………......... 119
6.3 Summary ….……………………………………………………………….. 120
CHAPTER 7: CONCLUSION AND RECOMMENDATION …………… 121
7.1 Conclusion………………………………………………..……………….. 121
7.2 Limitations ……………………………………………..…………………... 122
7.3 Recommendations …………………………………….……………….…… 123
xi
REFERENCES ……………………………………………………………….. 125
LIST OF PUBLICATIONS & AWARD…………………………………….. 141
xii
LIST OF TABLES
Table 1.1 Three parts of prosthetic limbs
3
Table 1.2 Operational modes of MRF damper
7
Table 2.1 Advantages of disadvantages of SACH foot (Grimmer & Seyfarth,
2014; O’Toole & Finnieston, 2013; Staros, 1957; Stein & Flowers,
1987)
21
Table 2.2 K-Levels definition (American Academy of Orthothists &
Prosthetists, n.d.)
23
Table 2.3 General effects of PID parameters (Liu & Van der Spiegel, 2017)
33
Table 3.1 List of material properties used for the simulation
38
Table 3.2 List of parameters used for the simulation
39
Table 3.3 The effect of particle size, d on particle ratio, ϕ
46
Table 3.4 Magnetic field, H generated at different level of applied current,
Icoil
47
Table 3.5 The effect of particle size, d and particle ratio, ϕ on the total
number of particles
49
Table 3.6 Maximum shear stress, τ generated at different particle size, d
(from 2 μm to 12 μm) throughout the simulation studies; which
occurs at ϕ = 0.6
55
Table 3.7 Maximum shear stress, τ generated at different particle ratio, ϕ
(from 0.05 to 0.6) throughout the simulation studies; which
occurs at d = 2μm
56
Table 3.8 The corresponding particle ratio of each primary particle size for
both monodispersed and polydispersed particles
57
Table 3.9 Damping values at four perturbation timing instances during
stance phase
61
Table 4.1 Dimension of the MRF damper used
68
Table 4.2 Amount of magnetic flux density generated at different values of
applied current, run in COMSOL Multiphysics software
69
xiii
Table 4.3 Magnetic flux density generated by the piston of the MRF
damper used
71
Table 4.4 Properties of the MRFs used [1]
73
Table 4.5 Percentage increment of the values of damping force and
magnetic flux density taken at side and bottom surfaces of the
piston
82
Table 4.6 Various amount of current to produce 106.2 N
85
Table 5.1 Sequence of events in gait cycle (Seymour, 2002)
87
Table 5.2 Temporal and distance variables in gait cycle (Kadabam
Ramakrishnan, & Wootten, 1990; Levangie & Norkin, 2011;
Perry & Burnfield, 1992; Seymour, 2002)
88
Table 5.3 Lower limb segment measurement
93
Table 6.1 Fuzzy PID controller decisions rules 110
Table 6.2 Intervals assigned to the input and output of the F-PID controller
111
xiv
LIST OF FIGURES
Figure 1.1 Levels of lower extremity amputations (Capital Health,
n.d.)
2
Figure 1.2 MR prosthetic knee as developed by Herr and Wilkenfeld
(2003)
5
Figure 1.3 The arrangement of magnetic particles
(a) without magnetic field (b) with magnetic field
6
Figure 1.4 Magnetorheological fluid on a 0.437T magnet
6
Figure 1.5
Flow of a viscous fluid through a parallel duct 8
Figure 1.6
MRF flows through a parallel duct 9
Figure 1.7 Research process flow
14
Figure 2.1 SACH foot
20
Figure 2.2 Schematic of a prosthetic knee (Gao, Liu, & Liao, 2017) 24
Figure 2.3 The coil aspect ratio,
2
1
c
c
L
Lis shown (Zeinali, Mazlan, Choi,
Imaduddin, & Hamdan, 2016)
26
Figure 2.4 Yield stress curve function for applied field at (a) different
particle size and (b) different distribution, as presented by
(Chiriac & Stoian, 2009)
29
Figure 2.5 An example of finite state machine diagram for level
ground walking (Simon et al., 2014)
31
Figure 2.6 PID controller block diagram
33
Figure 2.7 Fuzzy logic system block diagram
34
Figure 2.8 The output of the triangular membership function, μ(x)
defined between 0 and 1
35
Figure 3.1 2D MRF damper model in COMSOL Multiphysics
software
38
Figure 3.2 Boundary conditions assigned to the model 40
xv
Figure 3.3 Velocity profile of the fluid
40
Figure 3.4 BH curve for Iron particle
41
Figure 3.5 Alignment of the magnetic particles parallel to the flux
lines
43
Figure 3.6 The effect of adding solid particles to the viscosity of the
fluid
44
Figure 3.7 Stress generated as the particle size increases while
maintaining the number of particles suspended in the fluid
46
Figure 3.8 Stress profile using 30 magnetic particles
48
Figure 3.9 Shear stress generated by the fluid at different particle
ratio
(particle size, d = 2 μm)
49
Figure 3.10 Shear stress generated by the fluid at different particle
ratio
(particle size, d = 3 μm)
50
Figure 3.11 Shear stress generated by the fluid at different particle
ratio
(particle size, d = 4 μm)
50
Figure 3.12 Shear stress generated by the fluid at different particle
ratio
(particle size, d = 5 μm)
50
Figure 3.13 Shear stress generated by the fluid at different particle
ratio
(particle size, d = 6 μm)
51
Figure 3.14 Shear stress generated by the fluid at different particle
ratio
(particle size, d = 7 μm)
51
Figure 3.15 Shear stress generated by the fluid at different particle
ratio
(particle size, d = 8 μm)
51
Figure 3.16 Shear stress generated by the fluid at different particle
ratio
(particle size, d = 9 μm)
52
Figure 3.17 Shear stress generated by the fluid at different particle
ratio
52
xvi
(particle size, d = 10 μm)
Figure 3.18 Shear stress generated by the fluid at different particle
ratio
(particle size, d = 11 μm)
52
Figure 3.19 Shear stress generated by the fluid at different particle
ratio
(particle size, d = 12 μm)
53
Figure 3.20 Stress Profile at different values of particle ratio, d for
0.1A Icoil 0.2A
54
Figure 3.21 Particle interaction force at different values of particle
ratio, under different levels of magnetic field
55
Figure 3.22 The arrangement of particles in COMSOL Multiphysics
software
57
Figure 3.23 Shear stress generated at different particle size, for both
monodispersed and composite particles
58
Figure 3.24 Shear stress generated at different particle ratio, for both
monodispersed and polydispersed particles
59
Figure 3.25 Damping values normalized by body weight throughout
the stance phase (Rouse, Hargrove, Perreault, & Kuiken,
2012)
60
Figure 3.26 Different amount of applied current, particle ratio and size
to provide different damping values at four perturbation
timing instances (a) τ = 9.64 kPa, (b) τ = 8.84 kPa (c) τ =
17.7 kPa (d) τ = 30.5 kPa
62
Figure 3.27 Stress profile at Icoil = 200 mA
64
Figure 4.1 Initial design of the monotube damper (a) damper
components and (b) assembled damper
66
Figure 4.2 Damping force exhibited by damper shown in Figure 4.1
67
Figure 4.3 The bypass MRF damper used, to replace the monotube
damper
67
Figure 4.4 Magnetic flux density generated at Icoil = 1A
69
Figure 4.5 Measuring the amount of magnetic flux density generated
using a gaussmeter
70
xvii
Figure 4.6 Piston head, with and without housing
70
Figure 4.7 Graphical representation of current varying magnetic
field, with and without piston housing
72
Figure 4.8 MRF-122 EG under the microscope
74
Figure 4.9 MRF-132DG under the microscope
74
Figure 4.10 Schematic diagram of the experimental setup
75
Figure 4.11 Experimental setup 75
Figure 4.12 Force response of the damper filled with MRF-122 EG, at
300mm/min
76
Figure 4.13 Force response of the damper filled with MRF-122 EG, at
400mm/min
76
Figure 4.14 Force response of the damper filled with MRF-122 EG, at
500mm/min
77
Figure 4.15 Force response of the damper filled with MRF-132 DG, at
300mm/min
77
Figure 4.16 Force response of the damper filled with MRF-132 DG, at
400mm/min
78
Figure 4.17 Force response of the damper filled with MRF-132 DG, at
500mm/min
78
Figure 4.18 Force-displacement curve of MRF at 300mm/min, at 1.2A
of applied current
79
Figure 4.19 Damping force generated by MRF-132DG at 1.2A of
applied current, at three different velocities
80
Figure 4.20 Initial position of the piston
81
Figure 4.21 The location of piston, when the force is at its highest
81
Figure 4.22 Percentage increment of the magnetic flux density around
piston and its effect on the increment of damping force
produced by the damper
83
Figure 4.23 Damping force generated by the MRF damper at 30mm of
stroke length
84
Figure 4.24 Various amount of current producing 106.2N
84
xviii
Figure 5.1 Human gait cycle (Neumann, 2013)
87
Figure 5.2 Human leg segment (Model taken from OpenSim 3.2) 89
Figure 5.3 Link-segment-model (thigh, shank and foot) for single
human leg (Model taken from OpenSim 3.2)
90
Figure 5.4 External forces acting on (a) thigh (b) shank and (c) foot 91
Figure 5.5 Human lower limb in one gait cycle
93
Figure 5.6 Human lower limb joint angles in one gait cycle 94
Figure 5.7 Five stages of stance phase
94
Figure 5.8 Ground reaction force of an able-bodied person (Winter,
2009)
96
Figure 5.9 GRF of the subject wearing single axis foot
97
Figure 5.10 GRF of the subject wearing SACH foot
98
Figure 5.11 Ankle joint angle of the subject wearing SACH foot
98
Figure 5.12 Ankle joint angle of the subject wearing single axis foot
99
Figure 5.13 Ankle joint angle for amputated and intact limbs
100
Figure 6.1 The location of Gastrocnomius and soleus muscles (that
form calf muscles) and Achilles tendon ("Achilles
Tendon," 2015)
102
Figure 6.2 Simplified model of transtibial prosthetic limb with linear
MRF damper.
102
Figure 6.3 (a) and (b) Trantibial prosthetic limb
105
Figure 6.4 Control system block diagram of mrf damper in prosthetic
limb
105
Figure 6.5 Block diagram of transtibial prosthetic limb in MATLAB
Simulink
106
Figure 6.6 Block diagram of the system with PID controller
108
Figure 6.7 Simulated ankle angle with PID controller
108
Figure 6.8 Block diagram of the system with F-PID controller 109
xix
Figure 6.9 Controller design using MATLAB Fuzzy Logic Designer
110
Figure 6.10 Surface plots of the governing fuzzy rules for (a) Kp, (b)
Ki and (c) Kd
112
Figure 6.11 Simulated ankle angle with F-PID controller
113
Figure 6.12 Percentage error of the response of the system, with PID
and F-PID controller
114
Figure 6.13 The adjusted PID gains 114
Figure 6.14 Simulated stroke length before foot flat
115
Figure 6.15 Amount of damping force needed in response to the
vertical GRF applied to the foot
116
Figure 6.16 Current applied to the MRF damper before foot flat
116
Figure 6.17 Amount of ankle torque produced by the linear MRF
damping force
117
Figure 6.18 GRF with impact at heel strike
118
Figure 6.19 Amount of damping force needed in response to the
vertical GRF applied to the foot with impact at heel strike
118
Figure 6.20 Amount of damping force needed in response to the
vertical GRF applied to the foot after foot flat
119
Figure 6.21 Current applied to the MRF damper after foot flat
120
Achilles Tendon. (2015).
Capital Health. (n.d.). Lower Limb Amputations. Retrieved 18 Jun, 2014, from
http://www.cdha.nshealth.ca/amputee-rehabilitation-musculoskeletal-program/patient-family-
information/lower-limb-amputations
Chiriac, H., & Stoian, G. (2009). Influence of the particles size and size distribution on the magnetorheological
fluids properties. IEEE Transactions on magnetics, 45(10).
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LIST OF SYMBOLS
∆p pressure difference
η field-independent post-yield plastic viscosity
ɳmix viscosity of the mixture
ɳf viscosity of the carrier fluid
θh, hip angle
θk knee angle
θa ankle angle
i joint Angular velocity
i joint angular acceleration
τ wall shear stress.
τ0 yield stress caused by the applied field
τankle_output torque around ankle joint,
ϕ MRF particle ratio
ϕmax maximum packing density
Ap cross-sectional area of the piston head
𝐷 damper dynamic range
Icoil applied current
F damper force
Fη damping force due to viscosity
Fτ damping force due to magnetic field
Ff friction force
𝐹𝑢𝑐 uncontrollable force
Fx horizontal component of ground reaction force (GRF).
Fy vertical component of ground reaction force (GRF).
FH, hip reaction force
FK knee reaction force
FA ankle reaction force
Kp PID constant (proportional gain)
Ki PID constant (Integral gain)
Kd PID constant (Derivative gain)
L effective axial pole length
Ld damper moment arm
Q volume flow rate
T joint torque
V particle volume
a linear acceleration
c damping coefficient
d MRF particle size
dp(x)/dx pressure gradient in longitudinal coordinate
h gap size
m body mass
v0 velocity of the piston head
w mean circumference of the damper’s annular flow path
H magnetic field
xxi
M magnetization
m magnetic moment acting on each particle
1
CHAPTER 1
INTRODUCTION
1.1 OVERVIEW
Prosthetic limb is an artificial replacement of a missing limb. The demands of prosthetic
limb are usually related to the rate of amputations. Common reasons for limb
amputations include diseases, trauma, birth defects, poor blood circulation to the limb
and severe injuries due to accidents. In Malaysia, the most common cause of limb
amputation is due to diabetes mellitus (DM) (Engkasan, Ehsan, & Chung, 2012; Yusof
et al., 2015). According to the National Health and Morbidity Survey (NHMS) in 2011,
there are 2.6 million of adults (aged 18 and above) are diagnosed with diabetes, which
constitutes to 15.2% of the population (Diabetes Malaysia, 2015). In 2015, the figure
further increases to 17.5% (Ahmad, 2015). With this trend, it is foreseen that the rate of
amputation increases over time which in turn, resulted in the increment of the demand
for prosthetic limb.
Amputation affects a person’s life. Lower limb amputation especially, is a life-
changing event as it greatly affects one’s mobility. Thus, amputees are highly
encouraged to go through rehabilitation programme, to ensure that they are mentally
and physically prepared to face a new challenging phase in their life. In this program,
prosthesis fitting and gait training are included. Different levels of lower limb
amputation are displayed in Figure 1.1.
2
Figure 1.1 Levels of lower extremity amputations (Capital Health, n.d.)
The earliest design of prosthesis, dated around 3000 years ago, was made of
wood and iron (Brooker, 2012). With the expansion of knowledge and technological
advancement, the designs of prostheses have undergone tremendous evolution, from
being solely cosmetic and intended to hide injuries during battle, to the ones that are
fully functional, offer stability, more realistic and comfortable. People with prosthetic
limb are usually less active than able-bodied people. They tend to have inefficient gait
pattern (Esquenazi, 2014; Graham, Datta, Heller, & Howitt, 2008; Major, Twiste,
Kenney, & Howard, 2014), which might affect their health condition. It is
recommended for the prosthesis to at least achieve community ambulation, which refers
to the ability of a person to walk in their own community, outdoor or indoor, performing
daily activities of a healthy person (Barclay et al., 2015; Parker, Kirby, Adderson, &
Thompson, 2010).
People with transtibial amputation functioned better than transfemoral amputees
(Cox, Williams, & Weaver, 2011; Vogel, Petroski, & Kruse, 2014) due to the existence
of the intact knee. In designing the prosthetic limb, one of the key element to be
considered is the shock absorption. In a healthy leg, apart from the elasticity of bone,
cartilage and soft tissues; muscle and tendon work concurrently to attenuate shock in
3
order to protect the joints and other tissues (Grech, Formosa, & Gatt, 2016; Gruber,
Boyer, Derrick, & Hamill, 2014; Pratt, 1989) . Thus, when muscles are weak or poorly
coordinated, the lack of responses from them might impose injury to the person over
time.
According to the Merck Manuals (Baird, 2015), prosthetic limbs consist of three
parts which are the interface, the components and the cover.
Table 1.1 Three parts of prosthetic limbs
Part Description
Interface
• Attach prosthesis to body
• Consist of a socket and rigid frame
• May include suspension system
Components
• Working parts of the prosthesis
• Attach to the body via socket
• Include terminal devices (artificial fingers, hand, feet
and toe), joints (wrist, elbow, hip and knee) and metal
shafts (act as bones)
Cover • To conceal components
• Optional, depends on the amputees
Prostheses can be divided into three; namely passive, semi-active and active prostheses,
which are grouped based on the mechanism used for shock attenuation.
1. Passive prosthetic limb
This type of prosthetics is usually made of elastic material such as carbon fiber
reinforced composite material or titanium (Park, Yoon, Kang, & Choi, 2016). It
is driven by gross body movement and provide some basic functional
capabilities. Passive prostheses are usually preferred for cosmetic purpose as it
closely resembles human limb. However, the drawback of wearing passive