SlideShare a Scribd company logo
1 of 10
Download to read offline
International Journal on Computational Sciences & Applications (IJCSA) Vol.5, No.3, June 2015
DOI:10.5121/ijcsa.2015.5306 67
INVESTIGATION OF NONLINEAR
DYNAMICS IN THE BOOST CONVERTER:
EFFECT OF CAPACITANCE VARIATIONS
T. D. Dongale
Computational Electronics and Nanoscience Research Laboratory,
School of Nanoscience and Biotechnology,
Shivaji University, Kolhapur (M.S), India
ABSTRACT
The electronic domain is highly nonlinear, hence it is valuable to study the nonlinear effect particularly the
chaos and bifurcation. The present paper deals with the simulative analysis of nonlinear dynamics in the
boost converter with the help of bifurcation diagrams. In this brief communication, the current through
inductor (IL) was considered as state variable and reference current (IREF) was considered as a controlled
variable. The capacitor value was varied from 1µf to 50µf while the other parameter was kept unaltered. It
was observed that, as the value of capacitor was increased, the corresponding period- 1 bifurcation,
period- 2 bifurcations, and period- 3 bifurcations points were shifted in incremental order. It was also
observed that period- 2 bifurcations, and period- 3 bifurcations points were vanished with an increasing
capacitor value (C) and supply voltage (VIN).
KEYWORDS: BIFURCATION, BOOST CONVERTER, CHAOS, NONLINEAR EFFECT
1.INTRODUCTION
The nonlinear dynamics has many applications and hence it is widely investigated in many fields
of science and engineering domains. The nonlinearity depends on all state variables of physical
system. The nonlinearity produces a chaos which is due to initial condition problems and
sensitivity to these conditions. The first kind of nonlinearity and particularly chaotic effect was
observed to the Henri Poincaré on celestial mechanics around 1900 [1]. In 1963 Lorenz gave an
idea that simple nonlinear systems can have complex, chaotic behaviour in his seminal research
paper ‘Deterministic Non-periodic Flow’ [1]. The electronics’ field is very dynamic hence it is
valuable to study nonlinear effect for better understanding of the subject.
The Van der Pol first of all shows that the nonlinear dynamic behaviours in the field of
electronics [2]. Soon after, many researchers found out the nonlinear effect such as bifurcation
and chaos in many electronic circuits topologies. The power converters got a lot of attention
between all of them. In 1980, Ballieul et al gave the idea about chaotic behaviour in DC-DC
converter [3]. Parui et al give the idea of bifurcations in the boost converter [4]. Deane et al
emphasized their studies on instability, sub-harmonics and chaos in power electronic systems [5].
Chan et al showed the quasi-periodicity to period-doubling bifurcations in the boost converter [6].
Dongale et al shows the chaotic behaviour of boost converter using bifurcation diagram [7]. Lu et
al studied the bifurcation phenomena in parallel-connected boost converter system [8]. L. Chua’s
et al work on nonlinear circuits (Chua’s Circuit) based on capacitor and diode which is very
International Journal on Computational Sciences & Applications (IJCSA) Vol.5, No.3, June 2015
68
famous in electronics today [9]. The Chua’s diode is now famous with the name ‘Memristor’ [10-
14].
The boost converter is also known as step up converter whose primary aim is to increase the
average output voltage higher than input voltage or supply voltage [15-17]. The present paper
investigated the chaotic effect in the boost converter with the help of bifurcation diagram. This
work is aims to study the stability of the system using bifurcation diagram. Rest of paper is
portrayed as follows, after brief introduction in the first section, the second section deals with
introduction of chaos and bifurcation. Third section describes the working of boost converter. The
fourth section deals with the chaos and bifurcation analysis. At the end results are reported.
2.NONLINEAR DYNAMICS
The study of nonlinear dynamics has come into game when Newton invented the differential
equations. He solved the classical two body problems with the help of differential equations, but
the classical three body problems cannot be solved with the help of Newton’s numerical method.
The breakthrough came when Poincaré found that celestial mechanics for highly nonlinear
systems [18].
The Bifurcation theory was introduced by Henri Poincare and chaos theory was proposed by
Edward Lorenz. The chaos is occurs due to the initial condition problem and discreteness of state
variables. The chaos is a very robust phenomenon and a few years ago it was treated as only
noise. The major breakthrough came when Edward Lorenz model the weather and formulate the
Butterfly Effect. The butterfly effect says that if we make small change in any of the state variable
of system then it is impossible to predict the final outcome of system i.e. small variation can
become a large diversion [19]. Bifurcation phenomenon has two types, first is smooth bifurcation
phenomenon and other is border collision bifurcation phenomenon [7, 20].
Each of the bifurcations may give rise to a distinct route to chaos if the bifurcations appear
repeatedly upon changing the bifurcation parameter [21]. In the state control space, the place at
which bifurcations occur are called bifurcation points [19]. Many times, it is possible to predict
the system stability with the help of equilibrium, periodic, quasi-periodic, and chaotic behaviors
of bifurcations diagrams. The present paper was aimed to find out system stability with the help
of bifurcations diagrams. In the present study, bifurcation diagram for Inductor Current (IL) with
reference current (IREF) are plotted. The inductor (IL) current worked as a state variable and the
reference current (IREF) is worked as a controlled variable [7]. The effects on stability by means of
variation of capacitor value are depicted for each case. The period- 1, 2 and 3 bifurcations points
are shown by solid lines in the figure 2 to 5 respectively. The linear and steady-state performance
of converters and electric controls were investigated by conventional means [22-31], but
nonlinear aspects and dynamic behaviour of converter was not studied and examined at its large.
3.BOOST CONVERTER
The boost converter regulates the average output voltage to higher than input voltage or supply
voltage hence it is known as step up DC-DC converter or DC amplifier. The typical DC to DC
boost converter is shown in fig. 1. The output voltage of boost converter is controlled by
controlling the duty cycle of MOSFET. The boost converter increases the magnitude of output
voltage by using energy storing principle in the inductor and capacitor. These lumped circuit
components are responsible for the nonlinear dynamic behaviour in the boost converter. The
detailed working of boost converter can be found in the reference [7].
International Journal on Computational Sciences & Applications (IJCSA) Vol.5, No.3, June 2015
69
Figure 1: The DC-DC Boost converter. The circuit diagram consist of DC supply (VIN), Inductor
in series (L), MOSFET as a switch, Diode (D), Capacitor (C) and Load resistance (RL) [7].
The state dynamics or equations of boost converter are given as, [32-33]
ܸ݀
݀‫ݐ‬
= -
1
ܴ‫ܥ‬
ܸo
(For nT ≤ t < (n + d) T) ………… (1)
݀݅
݀‫ݐ‬
= -
1
‫ܮ‬
ܸin
ܸ݀
݀‫ݐ‬
= -
1
ܴ‫ܥ‬
ܸ‫݋‬ +
1
‫ܥ‬
݅
(For (n + d) T ≤ t < (n + 1) T) ...………. (2)
݀݅
݀‫ݐ‬
= -
1
‫ܮ‬
ܸo +
1
‫ܮ‬
ܸin
Where, V0 is the output voltage, VIN supply voltage, d is the duty cycle and n is an integer.
4.INVESTIGATIONS OF CHAOTIC AND BIFURCATION
PHENOMENA IN BOOST CONVERTER
The nonlinear dynamic of boost converter was observed using bifurcation diagram. The following
figures (2-5) show the variation of capacitor (C) as well as supply voltage (VIN) and
corresponding effect on bifurcations diagrams of single stage boost converter. The value of
capacitor (C) is varied from 1 µf to 50 µf and the value of supply voltage (VIN) is varied from 5V
to 20V. The figure 2 (A, B, C and D) is for supply voltage (VIN) 5V and remaining figure 3, 4 and
5 shows the performance of boost converter at supply voltage (VIN) 10V, 15V and 20V
respectively. For this simulation series inductor considered as 2 mH, load resistance (RL)
considered as 20 , and switching frequency is considered as 10 KHz.
International Journal on Computational Sciences & Applications (IJCSA) Vol.5, No.3, June 2015
70
Figure 2 (A, B, C, D, E and F): Bifurcation diagram for Inductor Current (IL) with reference
current (IREF). Here the capacitor (C) is varied and other parameters are kept fixed. The figures A,
B, C, D, E and F represent the variations in the capacitor value viz. A= 1µf, B= 10µf, C= 20µf,
D= 30µf, E= 40µf and F= 50µf respectively at supply voltage (VIN) equals to 5V. The red solid
line A, B and C represent the period- 1, 2 and period- 3 bifurcation respectively.
International Journal on Computational Sciences & Applications (IJCSA) Vol.5, No.3, June 2015
71
Figure 3 (A, B, C, D, E and F): Bifurcation diagram for Inductor Current (IL) with reference
current (IREF). Here the capacitor (C) is varied and other parameters are kept fixed. The figures A,
B, C, D, E and F represent the variations in the capacitor value viz. A= 1µf, B= 10µf, C= 20µf,
D= 30µf, E= 40µf and F= 50µf respectively at supply voltage (VIN) equals to 10V. The blue solid
line A, B and C represent the period- 1, 2 and period- 3 bifurcation respectively.
International Journal on Computational Sciences & Applications (IJCSA) Vol.5, No.3, June 2015
72
Figure 4 (A, B, C, D, E and F): Bifurcation diagram for Inductor Current (IL) with reference
current (IREF). Here the capacitor (C) is varied and other parameters are kept fixed. The figures A,
B, C, D, E and F represent the variations in the capacitor value viz. A= 1µf, B= 10µf, C= 20µf,
D= 30µf, E= 40µf and F= 50µf respectively at supply voltage (VIN) equals to 15V. The black
solid line A, B and C represent the period- 1, 2 and period- 3 bifurcation respectively.
International Journal on Computational Sciences & Applications (IJCSA) Vol.5, No.3, June 2015
73
Figure 5 (A, B, C, D, E and F): Bifurcation diagram for Inductor Current (IL) with reference
current (IREF). Here the capacitor (C) is varied and other parameters are kept fixed. The figures A,
B, C, D, E and F represent the variations in the capacitor value viz. A= 1µf, B= 10µf, C= 20µf,
D= 30µf, E= 40µf and F= 50µf respectively at supply voltage (VIN) equals to 20V. The red solid
line A, B and C represent the period- 1, 2 and period- 3 bifurcation respectively.
International Journal on Computational Sciences & Applications (IJCSA) Vol.5, No.3, June 2015
74
Table 2: Relation between Period-Bifurcation (1, 2 and 3), State Variable and Controlled
Variable with Variations of Capacitor Value (1µf to 50µf). The Blank Cell Indicate the Absence
of Period-Bifurcation.
Capacitor
Value
(µf)
Period-
Bifurcation
Supply
Voltage (VIN)
= 5V
Supply
Voltage (VIN)
= 10V
Supply
Voltage (VIN)
= 15V
Supply
Voltage (VIN) =
20V
IREF
(A)
IL
(A)
IREF
(A)
IL
(A)
IREF
(A)
IL
(A)
IREF
(A)
IL (A)
1 µf
Period- 1
Bifurcation
0.50 0.40 1.20 0.85 1.80 1.20 2.30 1.70
Period- 2
Bifurcation
0.80 0.90 1.85 1.95 2.80 2.80 3.80 3.80
Period- 3
Bifurcation
1.00 1.00 2.10 2.05 3.00 3.00 3.95 3.95
10 µf
Period- 1
Bifurcation
0.70 0.70 1.60 1.20 2.40 1.85 3.20 2.40
Period- 2
Bifurcation
1.20 1.20 2.30 2.40 3.50 3.60 4.70 4.70
Period- 3
Bifurcation
1.40 1.25 2.70 2.70 3.85 3.75 5.20 5.00
20 µf
Period- 1
Bifurcation
0.95 0.80 1.95 1.50 2.85 2.20 3.80 2.90
Period- 2
Bifurcation
1.25 1.25 2.55 2.60 3.70 3.80 ---- ----
Period- 3
Bifurcation
---- ---- ---- ---- ---- ---- ---- ----
30 µf
Period- 1
Bifurcation
1.00 0.85 2.00 1.60 3.00 2.30 4.00 3.00
Period- 2
Bifurcation
---- ---- ---- ---- ---- ---- ---- ----
Period- 3
Bifurcation
---- ---- ---- ---- ---- ---- ---- ----
40 µf
Period- 1
Bifurcation
1.05 1.90 2.05 2.70 3.10 2.50 4.15 3.15
Period- 2
Bifurcation
---- ---- ---- ---- ---- ---- ---- ----
Period- 3
Bifurcation
---- ---- ---- ---- ---- ---- ---- ----
50 µf
Period- 1
Bifurcation
1.10 1.90 2.10 2.80 3.20 2.50 4.20 3.20
Period- 2
Bifurcation
---- ---- ---- ---- ---- ---- ---- ----
Period- 3
Bifurcation
---- ---- ---- ---- ---- ---- ---- ----
International Journal on Computational Sciences & Applications (IJCSA) Vol.5, No.3, June 2015
75
5.RESULT AND DISCUSSION
In this study, the chaotic effect of boost converter was investigated by means of bifurcation
diagram. Table 2 represents the relationship between period-bifurcation and corresponding effect
on controlled variable IREF and state variable IL with variations of capacitor value (1µf to 50µf)
and supply voltage (VIN= 5V to 20V). Over the period- 1 bifurcation point, inductor current (IL)
having single unique value for turn on the switch. For period- 2 bifurcations there are two values
of inductor current (IL) to turn on the switch. As we go further, the system undergoes stable
period-3 operation, and eventually becomes chaotic.
It is clearly seen from fig. 2 to fig. 5 and table 2, that single stage boost converter degrades its
stability at low voltage and at low value of capacitor. It is clearly shown from fig. 2-5 that
bifurcation points are shifted in increment order as we increase the value of capacitor and it
become chaotic after period- 3 bifurcations in each case. The simulation results of boost converter
also showed that the existence of only one stable point at higher value of capacitor (C) and higher
valve of supply voltage (VIN). The period- 3 bifurcation vanishes from 20 µf and the period- 2
bifurcation vanishes from 30 µf. In this case, region above the period-3 bifurcation is a chaotic
region for the boost converter.
REFERENCES
[1] E.N. Lorenz, Deterministic nonperiodic flow, J. Atmospheric Sciences, Vol. 20, No. 2, 1963, pp. 130–
141.
[2] B. van der Pol and J. van der Mark, Frequency demultiplication, Nature, Vol. 120, No. 3019, 1927, pp.
363–364.
[3] J. Baillieul, R.W. Brockett and R.B. Washburn, Chaotic motion in nonlinear feedback systems, IEEE
Trans. On Circuits and Systems, Vol. 27, No. 11, 1980, pp. 990–997.
[4] S. Parui and S. Banerjee, Bifurcations due to transition from continuous conduction mode to
discontinuous conduction mode in the boost converter, IEEE Transactions on Circuits and Systems- I,
Vol. 50, No. 11, 2003, pp. 1464–1469.
[5] J. Deane and D. Hamill, Instability, subharmonics and chaos in power electronic systems, IEEE
Transactions on Power Electronics, Vol. 5, No. 3, 1990, pp. 260–267.
[6] W. C. Chan and Chi. K. Tse, Study of bifurcations in current-programmed DC/DC boost converters:
From quasi-periodicity to period-doubling, IEEE Transactions on Circuits and Systems I, Vol. 44, No.
12, 1997, pp. 1129–1142.
[7] T. D. Dongale, Simulative Study of Nonlinear Dynamics In Single Stage Boost Converter, Int. J. of
Chaos, Control, Modelling and Simulation, Vol.2, No.3, 2013, pp. 59-66.
[8] H. C. Iu, and Chi. K. Tse, Study of low-frequency bifurcation phenomena of a parallel-connected
boost converter system via simple averaged models, IEEE Transactions on Circuits and Systems I,
Vol. 50, No. 5, 2003, pp. 679–686.
[9] L. O. Chua, The genesis of Chua's circuit. Electronics Research Laboratory, College of Engineering,
University of California, 1992.
[10] L. O. Chua, Memristor - the missing circuit element, IEEE Trans. Circuit Theory, Vol. 18, 1971, pp.
507–519.
[11] T. D. Dongale, An Elementary Note on Skin Hydration Measurement Using Memristive Effect,
Health Informatics - An Int. J., Vol. 2, No.1, 2013, pp. 15-20.
[12] T. D. Dongale, An Overview of Fourth Fundamental Circuit Element-‘The Memristor’, Available at:
https://nanohub.org/resources/16590, 2013
[13] T. D. Dongale, S. S. Shinde, R. K. Kamat, & K. Y. Rajpure, Nanostructured TiO2 thin film memristor
using hydrothermal process, Journal of Alloys and Compounds, Vol. 593, 2014, pp. 267-270.
[14] T. D. Dongale, K. P. Patil, S. B. Mullani, K. V. More, S. D. Delekar, P. S. Patil, P. K. Gaikwad, & R.
K. Kamat, Investigation of process parameter variation in the memristor based resistive random
access memory (RRAM): Effect of device size variations. Materials Science in Semiconductor
Processing, Vol. 35, 2015, pp. 174-180.
International Journal on Computational Sciences & Applications (IJCSA) Vol.5, No.3, June 2015
76
[15] B.K. Bose, Modern Power Electronics: Evolution, Technology and Applications, New York: IEEE
Press, 1992
[16] Boost Converter, Available at: http://www.ee.iitb.ac.in/~sequel/sim_exercises/boost.pdf, Retrieved:
23 January, 2015.
[17] Timothy L. Skvarenina, The Power Electronics Handbook-Industrial Electronic Series, CRC Press,
2002.
[18] Steven. H. Strogatz, Nonlinear Dynamics and Chaos, Perseus Press, 1994.
[19] Ammar Nimer Natsheh, J. Gordon Kettleborough, Natalia B. Janson, Experimental study of
controlling chaos in a DC–DC boost converter, Chaos, Solitons and Fractals, Vol. 40, No. 5, 2009,
pp. 2500–2508.
[20] S. Banerjee, S. Parui, and A. Gupta, Dynamical effects of missed switching in current-mode
controlled dc–dc converters, IEEE Trans. on Circuit and System-II: Express Briefs, Vol. 51, No. 12,
2004, pp. 649-654.
[21] M. J. Ogorzalek, Chaos and complexity in nonlinear electronic circuits. Vol. 22. World Scientific,
1997.
[22] T. D. Dongale, T .G. Kulkarni, S.V.Kulkarni, S.R.Jadhav, R. R. Mudholkar, AC Induction Motor
Control-Neuro-Fuzzy approach, Int. J. of Eng. Sci. & Adv. Tech., Vol. 2, No. 4, 2012, pp.863 – 870.
[23] T. D. Dongale, T .G. Kulkarni, S. V. Kulkarni, S. R. Jadhav, R.R. Mudholkar, M. D. Uplane,
Performance Comparison of PID And Fuzzy Control Techniques In Three Phase Induction Motor
Control, Int. J. of Recent Trends in Eng. Vol.7, No. 2, 2012, pp. 1-6.
[24] T. D. Dongale, T .G. Kulkarni, R. R. Mudholkar, Fuzzy Modeling of Voltage Standing Wave Ratio
using Fuzzy Regression Method, Int. J. of Emerging Tech. & Advanced Eng., Vol. 2, No. 6, 2012, pp.
21-28.
[25] T. D. Dongale, Subhash Magdum, Kuldip Goilkar, Nilish Chougale, and S. R. Ghatage, FPGA
Implementation of a PID controller for dc motor controller application. proc. IJAIR (2012).
[26] T. D. Dongale, S. R. Ghatage, R. R. Mudholkar, Application Philosophy of Fuzzy Regression, Int. J.
of Soft Computing & Eng., Vol. 2, No. 6, 2013, pp. 170-172.
[27] T. D. Dongale, T .G. Kulkarni, P. A. Kadam, R. R. Mudholkar, Simplified Method for Compiling Rule
Base Matrix, Int. J. of Soft Computing & Eng., Vol. 2, No. 1, 2012, pp. 39-43.
[28] S. R. Ghatage, T. D. Dongale, T. G. Kulkarni, R. R. Mudholkar, Development of Fuzzy Inference
Scheme for LC Oscillator Design, Int. J. of Eng. Research and Development, Vol. 3, No. 12, 2012,
pp.91-98.
[29] T. D. Dongale, T.G. Kulkarni, S. R. Ghatage, R. R. Mudholkar, Implementation and Comparative
study of Three Phase Induction Motor Control Using PID Controller, Fuzzy Logic and Neural
Network Techniques, Int. J. of Adv. & Innovative Research, Vol. 1, No. 6, 2012, pp.271-275.
[30] S. R. Ghatage, T. D. Dongale, R. R. Mudholkar, Design and Development of ZigBee Based Smart
Meter with Front End Graphical User Interface, J. Acad. Indus. Research, Vol. 2, No. 7, 2013, pp.
405-408.
[31] D. A. Kulkarni, T. D. Dongale, M. D. Uplane, Simulation of Three-Phase Inverter Using Minimum
Number of Controlled Switches, Elixir Power Electronics Eng., Vol. 57, 2013, pp. 14071-14072.
[32] W. C. Chan, and Chi. K. Tse, Study of bifurcations in current-programmed DC/DC boost converters:
From quasi-periodicity to period-doubling, IEEE Transactions on Circuits and Systems I, Vol. 44, No.
12, 1997, pp. 1129–1142.
[33] D. Cafagna, and Giuseppe Grassi, Bifurcation analysis and chaotic behavior in boost converters:
experimental results, Nonlinear Dynamics, Vol. 44, 2006, pp. 251-262.

More Related Content

What's hot

Analysis of Modulation Strategies for Two-Stage Interleaved Voltage Source In...
Analysis of Modulation Strategies for Two-Stage Interleaved Voltage Source In...Analysis of Modulation Strategies for Two-Stage Interleaved Voltage Source In...
Analysis of Modulation Strategies for Two-Stage Interleaved Voltage Source In...IJARBEST JOURNAL
 
Circuit theory mt
Circuit theory mtCircuit theory mt
Circuit theory mtjerbor
 
Elements of electrical engineering dc circuits
Elements of electrical engineering dc circuitsElements of electrical engineering dc circuits
Elements of electrical engineering dc circuitsHardik Lathiya
 
International Journal of Engineering Research and Development
International Journal of Engineering Research and DevelopmentInternational Journal of Engineering Research and Development
International Journal of Engineering Research and DevelopmentIJERD Editor
 
Electrical Circuit Analysis Ch 01 basic concepts
Electrical Circuit Analysis Ch 01 basic conceptsElectrical Circuit Analysis Ch 01 basic concepts
Electrical Circuit Analysis Ch 01 basic conceptsAli Farooq
 
B tech ee ii_ eee_ u-1_ dc circuit analysis_dipen patel
B tech ee  ii_ eee_ u-1_ dc circuit analysis_dipen patelB tech ee  ii_ eee_ u-1_ dc circuit analysis_dipen patel
B tech ee ii_ eee_ u-1_ dc circuit analysis_dipen patelRai University
 
1st year basic electronics
1st year basic electronics1st year basic electronics
1st year basic electronicssaifam
 
Variable Switching Frequency Based Resonant Converter
Variable Switching Frequency Based Resonant ConverterVariable Switching Frequency Based Resonant Converter
Variable Switching Frequency Based Resonant Converterpaperpublications3
 
A Three Level Single Stage PFC Converter for Variable Power Applications
A Three Level Single Stage PFC Converter for Variable Power ApplicationsA Three Level Single Stage PFC Converter for Variable Power Applications
A Three Level Single Stage PFC Converter for Variable Power Applicationspaperpublications3
 

What's hot (17)

Fx2410731080
Fx2410731080Fx2410731080
Fx2410731080
 
Mesh and nodal
Mesh and nodalMesh and nodal
Mesh and nodal
 
Circuit Theory- (Electronics)
Circuit Theory- (Electronics)Circuit Theory- (Electronics)
Circuit Theory- (Electronics)
 
Analysis of Modulation Strategies for Two-Stage Interleaved Voltage Source In...
Analysis of Modulation Strategies for Two-Stage Interleaved Voltage Source In...Analysis of Modulation Strategies for Two-Stage Interleaved Voltage Source In...
Analysis of Modulation Strategies for Two-Stage Interleaved Voltage Source In...
 
Circuit theory mt
Circuit theory mtCircuit theory mt
Circuit theory mt
 
DC circuit
DC circuitDC circuit
DC circuit
 
Elements of electrical engineering dc circuits
Elements of electrical engineering dc circuitsElements of electrical engineering dc circuits
Elements of electrical engineering dc circuits
 
International Journal of Engineering Research and Development
International Journal of Engineering Research and DevelopmentInternational Journal of Engineering Research and Development
International Journal of Engineering Research and Development
 
Three-phase five-level CHB inverter fed induction motor for renewable applica...
Three-phase five-level CHB inverter fed induction motor for renewable applica...Three-phase five-level CHB inverter fed induction motor for renewable applica...
Three-phase five-level CHB inverter fed induction motor for renewable applica...
 
Electrical Circuit Analysis Ch 01 basic concepts
Electrical Circuit Analysis Ch 01 basic conceptsElectrical Circuit Analysis Ch 01 basic concepts
Electrical Circuit Analysis Ch 01 basic concepts
 
B tech ee ii_ eee_ u-1_ dc circuit analysis_dipen patel
B tech ee  ii_ eee_ u-1_ dc circuit analysis_dipen patelB tech ee  ii_ eee_ u-1_ dc circuit analysis_dipen patel
B tech ee ii_ eee_ u-1_ dc circuit analysis_dipen patel
 
published paper for ACCET
published paper for ACCETpublished paper for ACCET
published paper for ACCET
 
CIRCUIT AND NETWORK THEORY
CIRCUIT AND NETWORK THEORYCIRCUIT AND NETWORK THEORY
CIRCUIT AND NETWORK THEORY
 
1st year basic electronics
1st year basic electronics1st year basic electronics
1st year basic electronics
 
IJETT-V3I2P216
IJETT-V3I2P216IJETT-V3I2P216
IJETT-V3I2P216
 
Variable Switching Frequency Based Resonant Converter
Variable Switching Frequency Based Resonant ConverterVariable Switching Frequency Based Resonant Converter
Variable Switching Frequency Based Resonant Converter
 
A Three Level Single Stage PFC Converter for Variable Power Applications
A Three Level Single Stage PFC Converter for Variable Power ApplicationsA Three Level Single Stage PFC Converter for Variable Power Applications
A Three Level Single Stage PFC Converter for Variable Power Applications
 

Similar to INVESTIGATION OF NONLINEAR DYNAMICS IN THE BOOST CONVERTER: EFFECT OF CAPACITANCE VARIATIONS

SIMULATIVE STUDY OF NONLINEAR DYNAMICS IN SINGLE STAGE BOOST CONVERTER
SIMULATIVE STUDY OF NONLINEAR DYNAMICS IN SINGLE STAGE BOOST CONVERTERSIMULATIVE STUDY OF NONLINEAR DYNAMICS IN SINGLE STAGE BOOST CONVERTER
SIMULATIVE STUDY OF NONLINEAR DYNAMICS IN SINGLE STAGE BOOST CONVERTERijccmsjournal
 
2313ijccms05SIMULATIVE STUDY OF NONLINEAR DYNAMICS IN SINGLE STAGE BOOST CONV...
2313ijccms05SIMULATIVE STUDY OF NONLINEAR DYNAMICS IN SINGLE STAGE BOOST CONV...2313ijccms05SIMULATIVE STUDY OF NONLINEAR DYNAMICS IN SINGLE STAGE BOOST CONV...
2313ijccms05SIMULATIVE STUDY OF NONLINEAR DYNAMICS IN SINGLE STAGE BOOST CONV...ijccmsjournal
 
SIMULATIVE STUDY OF NONLINEAR DYNAMICS IN SINGLE STAGE BOOST CONVERTER
SIMULATIVE STUDY OF NONLINEAR DYNAMICS IN SINGLE STAGE BOOST CONVERTERSIMULATIVE STUDY OF NONLINEAR DYNAMICS IN SINGLE STAGE BOOST CONVERTER
SIMULATIVE STUDY OF NONLINEAR DYNAMICS IN SINGLE STAGE BOOST CONVERTERijccmsjournal
 
Soft Computing Technique for the Control of Triple-Lift Luo Converter
Soft Computing Technique for the Control of Triple-Lift Luo ConverterSoft Computing Technique for the Control of Triple-Lift Luo Converter
Soft Computing Technique for the Control of Triple-Lift Luo ConverterIJERA Editor
 
07 15jan17 18 dec16 14154 28633-1-sm l benyettou(edit)
07 15jan17 18 dec16 14154 28633-1-sm l benyettou(edit)07 15jan17 18 dec16 14154 28633-1-sm l benyettou(edit)
07 15jan17 18 dec16 14154 28633-1-sm l benyettou(edit)nooriasukmaningtyas
 
Power Quality Indices for Electrical Power Systems under Non-Stationary Distu...
Power Quality Indices for Electrical Power Systems under Non-Stationary Distu...Power Quality Indices for Electrical Power Systems under Non-Stationary Distu...
Power Quality Indices for Electrical Power Systems under Non-Stationary Distu...KonstantinosChristod10
 
Performance analysis of multiple energy storage element resonant power conver...
Performance analysis of multiple energy storage element resonant power conver...Performance analysis of multiple energy storage element resonant power conver...
Performance analysis of multiple energy storage element resonant power conver...asokan2k7
 
Dependence of Power Factor on Inductive Loads for Microcontroller based Power...
Dependence of Power Factor on Inductive Loads for Microcontroller based Power...Dependence of Power Factor on Inductive Loads for Microcontroller based Power...
Dependence of Power Factor on Inductive Loads for Microcontroller based Power...IOSR Journals
 
Comparative Study of Interleaved Buck Converters
Comparative Study of Interleaved Buck ConvertersComparative Study of Interleaved Buck Converters
Comparative Study of Interleaved Buck Converterspaperpublications3
 
Posner et al E fields chaos PNAS 2012
Posner et al E fields chaos PNAS 2012Posner et al E fields chaos PNAS 2012
Posner et al E fields chaos PNAS 2012Carlos Perez
 
Auto tuning of frequency on wireless power transfer for an electric vehicle
Auto tuning of frequency on wireless power transfer for an electric vehicleAuto tuning of frequency on wireless power transfer for an electric vehicle
Auto tuning of frequency on wireless power transfer for an electric vehicleIJECEIAES
 

Similar to INVESTIGATION OF NONLINEAR DYNAMICS IN THE BOOST CONVERTER: EFFECT OF CAPACITANCE VARIATIONS (20)

SIMULATIVE STUDY OF NONLINEAR DYNAMICS IN SINGLE STAGE BOOST CONVERTER
SIMULATIVE STUDY OF NONLINEAR DYNAMICS IN SINGLE STAGE BOOST CONVERTERSIMULATIVE STUDY OF NONLINEAR DYNAMICS IN SINGLE STAGE BOOST CONVERTER
SIMULATIVE STUDY OF NONLINEAR DYNAMICS IN SINGLE STAGE BOOST CONVERTER
 
2313ijccms05SIMULATIVE STUDY OF NONLINEAR DYNAMICS IN SINGLE STAGE BOOST CONV...
2313ijccms05SIMULATIVE STUDY OF NONLINEAR DYNAMICS IN SINGLE STAGE BOOST CONV...2313ijccms05SIMULATIVE STUDY OF NONLINEAR DYNAMICS IN SINGLE STAGE BOOST CONV...
2313ijccms05SIMULATIVE STUDY OF NONLINEAR DYNAMICS IN SINGLE STAGE BOOST CONV...
 
SIMULATIVE STUDY OF NONLINEAR DYNAMICS IN SINGLE STAGE BOOST CONVERTER
SIMULATIVE STUDY OF NONLINEAR DYNAMICS IN SINGLE STAGE BOOST CONVERTERSIMULATIVE STUDY OF NONLINEAR DYNAMICS IN SINGLE STAGE BOOST CONVERTER
SIMULATIVE STUDY OF NONLINEAR DYNAMICS IN SINGLE STAGE BOOST CONVERTER
 
Soft Computing Technique for the Control of Triple-Lift Luo Converter
Soft Computing Technique for the Control of Triple-Lift Luo ConverterSoft Computing Technique for the Control of Triple-Lift Luo Converter
Soft Computing Technique for the Control of Triple-Lift Luo Converter
 
07 15jan17 18 dec16 14154 28633-1-sm l benyettou(edit)
07 15jan17 18 dec16 14154 28633-1-sm l benyettou(edit)07 15jan17 18 dec16 14154 28633-1-sm l benyettou(edit)
07 15jan17 18 dec16 14154 28633-1-sm l benyettou(edit)
 
Chua's circuit
Chua's circuitChua's circuit
Chua's circuit
 
Periodic Perturbation Method for Controlling Chaos for a Positive Output DC-D...
Periodic Perturbation Method for Controlling Chaos for a Positive Output DC-D...Periodic Perturbation Method for Controlling Chaos for a Positive Output DC-D...
Periodic Perturbation Method for Controlling Chaos for a Positive Output DC-D...
 
Power Quality Indices for Electrical Power Systems under Non-Stationary Distu...
Power Quality Indices for Electrical Power Systems under Non-Stationary Distu...Power Quality Indices for Electrical Power Systems under Non-Stationary Distu...
Power Quality Indices for Electrical Power Systems under Non-Stationary Distu...
 
ANALYSIS AND SIMULATION OF BUCK SWITCH MODE DC TO DC POWER REGULATOR
ANALYSIS AND SIMULATION OF BUCK SWITCH MODE DC TO DC POWER REGULATORANALYSIS AND SIMULATION OF BUCK SWITCH MODE DC TO DC POWER REGULATOR
ANALYSIS AND SIMULATION OF BUCK SWITCH MODE DC TO DC POWER REGULATOR
 
Performance analysis of multiple energy storage element resonant power conver...
Performance analysis of multiple energy storage element resonant power conver...Performance analysis of multiple energy storage element resonant power conver...
Performance analysis of multiple energy storage element resonant power conver...
 
Dependence of Power Factor on Inductive Loads for Microcontroller based Power...
Dependence of Power Factor on Inductive Loads for Microcontroller based Power...Dependence of Power Factor on Inductive Loads for Microcontroller based Power...
Dependence of Power Factor on Inductive Loads for Microcontroller based Power...
 
Comparative Study of Interleaved Buck Converters
Comparative Study of Interleaved Buck ConvertersComparative Study of Interleaved Buck Converters
Comparative Study of Interleaved Buck Converters
 
Ap4201274279
Ap4201274279Ap4201274279
Ap4201274279
 
Ijetr012048
Ijetr012048Ijetr012048
Ijetr012048
 
Control of Chaos in a Current Mode Controlled Buck Boost Converter Using Weak...
Control of Chaos in a Current Mode Controlled Buck Boost Converter Using Weak...Control of Chaos in a Current Mode Controlled Buck Boost Converter Using Weak...
Control of Chaos in a Current Mode Controlled Buck Boost Converter Using Weak...
 
40120140507004
4012014050700440120140507004
40120140507004
 
40120140507004 2
40120140507004 240120140507004 2
40120140507004 2
 
Posner et al E fields chaos PNAS 2012
Posner et al E fields chaos PNAS 2012Posner et al E fields chaos PNAS 2012
Posner et al E fields chaos PNAS 2012
 
Auto tuning of frequency on wireless power transfer for an electric vehicle
Auto tuning of frequency on wireless power transfer for an electric vehicleAuto tuning of frequency on wireless power transfer for an electric vehicle
Auto tuning of frequency on wireless power transfer for an electric vehicle
 
A Study on 3-phase Interleaved DC-DC Boost Converter Structure and Operation ...
A Study on 3-phase Interleaved DC-DC Boost Converter Structure and Operation ...A Study on 3-phase Interleaved DC-DC Boost Converter Structure and Operation ...
A Study on 3-phase Interleaved DC-DC Boost Converter Structure and Operation ...
 

Recently uploaded

Design For Accessibility: Getting it right from the start
Design For Accessibility: Getting it right from the startDesign For Accessibility: Getting it right from the start
Design For Accessibility: Getting it right from the startQuintin Balsdon
 
DC MACHINE-Motoring and generation, Armature circuit equation
DC MACHINE-Motoring and generation, Armature circuit equationDC MACHINE-Motoring and generation, Armature circuit equation
DC MACHINE-Motoring and generation, Armature circuit equationBhangaleSonal
 
Engineering Drawing focus on projection of planes
Engineering Drawing focus on projection of planesEngineering Drawing focus on projection of planes
Engineering Drawing focus on projection of planesRAJNEESHKUMAR341697
 
A CASE STUDY ON CERAMIC INDUSTRY OF BANGLADESH.pptx
A CASE STUDY ON CERAMIC INDUSTRY OF BANGLADESH.pptxA CASE STUDY ON CERAMIC INDUSTRY OF BANGLADESH.pptx
A CASE STUDY ON CERAMIC INDUSTRY OF BANGLADESH.pptxmaisarahman1
 
Tamil Call Girls Bhayandar WhatsApp +91-9930687706, Best Service
Tamil Call Girls Bhayandar WhatsApp +91-9930687706, Best ServiceTamil Call Girls Bhayandar WhatsApp +91-9930687706, Best Service
Tamil Call Girls Bhayandar WhatsApp +91-9930687706, Best Servicemeghakumariji156
 
"Lesotho Leaps Forward: A Chronicle of Transformative Developments"
"Lesotho Leaps Forward: A Chronicle of Transformative Developments""Lesotho Leaps Forward: A Chronicle of Transformative Developments"
"Lesotho Leaps Forward: A Chronicle of Transformative Developments"mphochane1998
 
Work-Permit-Receiver-in-Saudi-Aramco.pptx
Work-Permit-Receiver-in-Saudi-Aramco.pptxWork-Permit-Receiver-in-Saudi-Aramco.pptx
Work-Permit-Receiver-in-Saudi-Aramco.pptxJuliansyahHarahap1
 
S1S2 B.Arch MGU - HOA1&2 Module 3 -Temple Architecture of Kerala.pptx
S1S2 B.Arch MGU - HOA1&2 Module 3 -Temple Architecture of Kerala.pptxS1S2 B.Arch MGU - HOA1&2 Module 3 -Temple Architecture of Kerala.pptx
S1S2 B.Arch MGU - HOA1&2 Module 3 -Temple Architecture of Kerala.pptxSCMS School of Architecture
 
HAND TOOLS USED AT ELECTRONICS WORK PRESENTED BY KOUSTAV SARKAR
HAND TOOLS USED AT ELECTRONICS WORK PRESENTED BY KOUSTAV SARKARHAND TOOLS USED AT ELECTRONICS WORK PRESENTED BY KOUSTAV SARKAR
HAND TOOLS USED AT ELECTRONICS WORK PRESENTED BY KOUSTAV SARKARKOUSTAV SARKAR
 
Verification of thevenin's theorem for BEEE Lab (1).pptx
Verification of thevenin's theorem for BEEE Lab (1).pptxVerification of thevenin's theorem for BEEE Lab (1).pptx
Verification of thevenin's theorem for BEEE Lab (1).pptxchumtiyababu
 
Navigating Complexity: The Role of Trusted Partners and VIAS3D in Dassault Sy...
Navigating Complexity: The Role of Trusted Partners and VIAS3D in Dassault Sy...Navigating Complexity: The Role of Trusted Partners and VIAS3D in Dassault Sy...
Navigating Complexity: The Role of Trusted Partners and VIAS3D in Dassault Sy...Arindam Chakraborty, Ph.D., P.E. (CA, TX)
 
Thermal Engineering -unit - III & IV.ppt
Thermal Engineering -unit - III & IV.pptThermal Engineering -unit - III & IV.ppt
Thermal Engineering -unit - III & IV.pptDineshKumar4165
 
Standard vs Custom Battery Packs - Decoding the Power Play
Standard vs Custom Battery Packs - Decoding the Power PlayStandard vs Custom Battery Packs - Decoding the Power Play
Standard vs Custom Battery Packs - Decoding the Power PlayEpec Engineered Technologies
 
kiln thermal load.pptx kiln tgermal load
kiln thermal load.pptx kiln tgermal loadkiln thermal load.pptx kiln tgermal load
kiln thermal load.pptx kiln tgermal loadhamedmustafa094
 
Kuwait City MTP kit ((+919101817206)) Buy Abortion Pills Kuwait
Kuwait City MTP kit ((+919101817206)) Buy Abortion Pills KuwaitKuwait City MTP kit ((+919101817206)) Buy Abortion Pills Kuwait
Kuwait City MTP kit ((+919101817206)) Buy Abortion Pills Kuwaitjaanualu31
 
Introduction to Serverless with AWS Lambda
Introduction to Serverless with AWS LambdaIntroduction to Serverless with AWS Lambda
Introduction to Serverless with AWS LambdaOmar Fathy
 
Employee leave management system project.
Employee leave management system project.Employee leave management system project.
Employee leave management system project.Kamal Acharya
 
Double Revolving field theory-how the rotor develops torque
Double Revolving field theory-how the rotor develops torqueDouble Revolving field theory-how the rotor develops torque
Double Revolving field theory-how the rotor develops torqueBhangaleSonal
 
Wadi Rum luxhotel lodge Analysis case study.pptx
Wadi Rum luxhotel lodge Analysis case study.pptxWadi Rum luxhotel lodge Analysis case study.pptx
Wadi Rum luxhotel lodge Analysis case study.pptxNadaHaitham1
 

Recently uploaded (20)

Design For Accessibility: Getting it right from the start
Design For Accessibility: Getting it right from the startDesign For Accessibility: Getting it right from the start
Design For Accessibility: Getting it right from the start
 
DC MACHINE-Motoring and generation, Armature circuit equation
DC MACHINE-Motoring and generation, Armature circuit equationDC MACHINE-Motoring and generation, Armature circuit equation
DC MACHINE-Motoring and generation, Armature circuit equation
 
Engineering Drawing focus on projection of planes
Engineering Drawing focus on projection of planesEngineering Drawing focus on projection of planes
Engineering Drawing focus on projection of planes
 
A CASE STUDY ON CERAMIC INDUSTRY OF BANGLADESH.pptx
A CASE STUDY ON CERAMIC INDUSTRY OF BANGLADESH.pptxA CASE STUDY ON CERAMIC INDUSTRY OF BANGLADESH.pptx
A CASE STUDY ON CERAMIC INDUSTRY OF BANGLADESH.pptx
 
Tamil Call Girls Bhayandar WhatsApp +91-9930687706, Best Service
Tamil Call Girls Bhayandar WhatsApp +91-9930687706, Best ServiceTamil Call Girls Bhayandar WhatsApp +91-9930687706, Best Service
Tamil Call Girls Bhayandar WhatsApp +91-9930687706, Best Service
 
"Lesotho Leaps Forward: A Chronicle of Transformative Developments"
"Lesotho Leaps Forward: A Chronicle of Transformative Developments""Lesotho Leaps Forward: A Chronicle of Transformative Developments"
"Lesotho Leaps Forward: A Chronicle of Transformative Developments"
 
Work-Permit-Receiver-in-Saudi-Aramco.pptx
Work-Permit-Receiver-in-Saudi-Aramco.pptxWork-Permit-Receiver-in-Saudi-Aramco.pptx
Work-Permit-Receiver-in-Saudi-Aramco.pptx
 
S1S2 B.Arch MGU - HOA1&2 Module 3 -Temple Architecture of Kerala.pptx
S1S2 B.Arch MGU - HOA1&2 Module 3 -Temple Architecture of Kerala.pptxS1S2 B.Arch MGU - HOA1&2 Module 3 -Temple Architecture of Kerala.pptx
S1S2 B.Arch MGU - HOA1&2 Module 3 -Temple Architecture of Kerala.pptx
 
HAND TOOLS USED AT ELECTRONICS WORK PRESENTED BY KOUSTAV SARKAR
HAND TOOLS USED AT ELECTRONICS WORK PRESENTED BY KOUSTAV SARKARHAND TOOLS USED AT ELECTRONICS WORK PRESENTED BY KOUSTAV SARKAR
HAND TOOLS USED AT ELECTRONICS WORK PRESENTED BY KOUSTAV SARKAR
 
Verification of thevenin's theorem for BEEE Lab (1).pptx
Verification of thevenin's theorem for BEEE Lab (1).pptxVerification of thevenin's theorem for BEEE Lab (1).pptx
Verification of thevenin's theorem for BEEE Lab (1).pptx
 
Navigating Complexity: The Role of Trusted Partners and VIAS3D in Dassault Sy...
Navigating Complexity: The Role of Trusted Partners and VIAS3D in Dassault Sy...Navigating Complexity: The Role of Trusted Partners and VIAS3D in Dassault Sy...
Navigating Complexity: The Role of Trusted Partners and VIAS3D in Dassault Sy...
 
Thermal Engineering -unit - III & IV.ppt
Thermal Engineering -unit - III & IV.pptThermal Engineering -unit - III & IV.ppt
Thermal Engineering -unit - III & IV.ppt
 
Standard vs Custom Battery Packs - Decoding the Power Play
Standard vs Custom Battery Packs - Decoding the Power PlayStandard vs Custom Battery Packs - Decoding the Power Play
Standard vs Custom Battery Packs - Decoding the Power Play
 
kiln thermal load.pptx kiln tgermal load
kiln thermal load.pptx kiln tgermal loadkiln thermal load.pptx kiln tgermal load
kiln thermal load.pptx kiln tgermal load
 
Kuwait City MTP kit ((+919101817206)) Buy Abortion Pills Kuwait
Kuwait City MTP kit ((+919101817206)) Buy Abortion Pills KuwaitKuwait City MTP kit ((+919101817206)) Buy Abortion Pills Kuwait
Kuwait City MTP kit ((+919101817206)) Buy Abortion Pills Kuwait
 
Introduction to Serverless with AWS Lambda
Introduction to Serverless with AWS LambdaIntroduction to Serverless with AWS Lambda
Introduction to Serverless with AWS Lambda
 
Employee leave management system project.
Employee leave management system project.Employee leave management system project.
Employee leave management system project.
 
Double Revolving field theory-how the rotor develops torque
Double Revolving field theory-how the rotor develops torqueDouble Revolving field theory-how the rotor develops torque
Double Revolving field theory-how the rotor develops torque
 
Wadi Rum luxhotel lodge Analysis case study.pptx
Wadi Rum luxhotel lodge Analysis case study.pptxWadi Rum luxhotel lodge Analysis case study.pptx
Wadi Rum luxhotel lodge Analysis case study.pptx
 
Call Girls in South Ex (delhi) call me [🔝9953056974🔝] escort service 24X7
Call Girls in South Ex (delhi) call me [🔝9953056974🔝] escort service 24X7Call Girls in South Ex (delhi) call me [🔝9953056974🔝] escort service 24X7
Call Girls in South Ex (delhi) call me [🔝9953056974🔝] escort service 24X7
 

INVESTIGATION OF NONLINEAR DYNAMICS IN THE BOOST CONVERTER: EFFECT OF CAPACITANCE VARIATIONS

  • 1. International Journal on Computational Sciences & Applications (IJCSA) Vol.5, No.3, June 2015 DOI:10.5121/ijcsa.2015.5306 67 INVESTIGATION OF NONLINEAR DYNAMICS IN THE BOOST CONVERTER: EFFECT OF CAPACITANCE VARIATIONS T. D. Dongale Computational Electronics and Nanoscience Research Laboratory, School of Nanoscience and Biotechnology, Shivaji University, Kolhapur (M.S), India ABSTRACT The electronic domain is highly nonlinear, hence it is valuable to study the nonlinear effect particularly the chaos and bifurcation. The present paper deals with the simulative analysis of nonlinear dynamics in the boost converter with the help of bifurcation diagrams. In this brief communication, the current through inductor (IL) was considered as state variable and reference current (IREF) was considered as a controlled variable. The capacitor value was varied from 1µf to 50µf while the other parameter was kept unaltered. It was observed that, as the value of capacitor was increased, the corresponding period- 1 bifurcation, period- 2 bifurcations, and period- 3 bifurcations points were shifted in incremental order. It was also observed that period- 2 bifurcations, and period- 3 bifurcations points were vanished with an increasing capacitor value (C) and supply voltage (VIN). KEYWORDS: BIFURCATION, BOOST CONVERTER, CHAOS, NONLINEAR EFFECT 1.INTRODUCTION The nonlinear dynamics has many applications and hence it is widely investigated in many fields of science and engineering domains. The nonlinearity depends on all state variables of physical system. The nonlinearity produces a chaos which is due to initial condition problems and sensitivity to these conditions. The first kind of nonlinearity and particularly chaotic effect was observed to the Henri Poincaré on celestial mechanics around 1900 [1]. In 1963 Lorenz gave an idea that simple nonlinear systems can have complex, chaotic behaviour in his seminal research paper ‘Deterministic Non-periodic Flow’ [1]. The electronics’ field is very dynamic hence it is valuable to study nonlinear effect for better understanding of the subject. The Van der Pol first of all shows that the nonlinear dynamic behaviours in the field of electronics [2]. Soon after, many researchers found out the nonlinear effect such as bifurcation and chaos in many electronic circuits topologies. The power converters got a lot of attention between all of them. In 1980, Ballieul et al gave the idea about chaotic behaviour in DC-DC converter [3]. Parui et al give the idea of bifurcations in the boost converter [4]. Deane et al emphasized their studies on instability, sub-harmonics and chaos in power electronic systems [5]. Chan et al showed the quasi-periodicity to period-doubling bifurcations in the boost converter [6]. Dongale et al shows the chaotic behaviour of boost converter using bifurcation diagram [7]. Lu et al studied the bifurcation phenomena in parallel-connected boost converter system [8]. L. Chua’s et al work on nonlinear circuits (Chua’s Circuit) based on capacitor and diode which is very
  • 2. International Journal on Computational Sciences & Applications (IJCSA) Vol.5, No.3, June 2015 68 famous in electronics today [9]. The Chua’s diode is now famous with the name ‘Memristor’ [10- 14]. The boost converter is also known as step up converter whose primary aim is to increase the average output voltage higher than input voltage or supply voltage [15-17]. The present paper investigated the chaotic effect in the boost converter with the help of bifurcation diagram. This work is aims to study the stability of the system using bifurcation diagram. Rest of paper is portrayed as follows, after brief introduction in the first section, the second section deals with introduction of chaos and bifurcation. Third section describes the working of boost converter. The fourth section deals with the chaos and bifurcation analysis. At the end results are reported. 2.NONLINEAR DYNAMICS The study of nonlinear dynamics has come into game when Newton invented the differential equations. He solved the classical two body problems with the help of differential equations, but the classical three body problems cannot be solved with the help of Newton’s numerical method. The breakthrough came when Poincaré found that celestial mechanics for highly nonlinear systems [18]. The Bifurcation theory was introduced by Henri Poincare and chaos theory was proposed by Edward Lorenz. The chaos is occurs due to the initial condition problem and discreteness of state variables. The chaos is a very robust phenomenon and a few years ago it was treated as only noise. The major breakthrough came when Edward Lorenz model the weather and formulate the Butterfly Effect. The butterfly effect says that if we make small change in any of the state variable of system then it is impossible to predict the final outcome of system i.e. small variation can become a large diversion [19]. Bifurcation phenomenon has two types, first is smooth bifurcation phenomenon and other is border collision bifurcation phenomenon [7, 20]. Each of the bifurcations may give rise to a distinct route to chaos if the bifurcations appear repeatedly upon changing the bifurcation parameter [21]. In the state control space, the place at which bifurcations occur are called bifurcation points [19]. Many times, it is possible to predict the system stability with the help of equilibrium, periodic, quasi-periodic, and chaotic behaviors of bifurcations diagrams. The present paper was aimed to find out system stability with the help of bifurcations diagrams. In the present study, bifurcation diagram for Inductor Current (IL) with reference current (IREF) are plotted. The inductor (IL) current worked as a state variable and the reference current (IREF) is worked as a controlled variable [7]. The effects on stability by means of variation of capacitor value are depicted for each case. The period- 1, 2 and 3 bifurcations points are shown by solid lines in the figure 2 to 5 respectively. The linear and steady-state performance of converters and electric controls were investigated by conventional means [22-31], but nonlinear aspects and dynamic behaviour of converter was not studied and examined at its large. 3.BOOST CONVERTER The boost converter regulates the average output voltage to higher than input voltage or supply voltage hence it is known as step up DC-DC converter or DC amplifier. The typical DC to DC boost converter is shown in fig. 1. The output voltage of boost converter is controlled by controlling the duty cycle of MOSFET. The boost converter increases the magnitude of output voltage by using energy storing principle in the inductor and capacitor. These lumped circuit components are responsible for the nonlinear dynamic behaviour in the boost converter. The detailed working of boost converter can be found in the reference [7].
  • 3. International Journal on Computational Sciences & Applications (IJCSA) Vol.5, No.3, June 2015 69 Figure 1: The DC-DC Boost converter. The circuit diagram consist of DC supply (VIN), Inductor in series (L), MOSFET as a switch, Diode (D), Capacitor (C) and Load resistance (RL) [7]. The state dynamics or equations of boost converter are given as, [32-33] ܸ݀ ݀‫ݐ‬ = - 1 ܴ‫ܥ‬ ܸo (For nT ≤ t < (n + d) T) ………… (1) ݀݅ ݀‫ݐ‬ = - 1 ‫ܮ‬ ܸin ܸ݀ ݀‫ݐ‬ = - 1 ܴ‫ܥ‬ ܸ‫݋‬ + 1 ‫ܥ‬ ݅ (For (n + d) T ≤ t < (n + 1) T) ...………. (2) ݀݅ ݀‫ݐ‬ = - 1 ‫ܮ‬ ܸo + 1 ‫ܮ‬ ܸin Where, V0 is the output voltage, VIN supply voltage, d is the duty cycle and n is an integer. 4.INVESTIGATIONS OF CHAOTIC AND BIFURCATION PHENOMENA IN BOOST CONVERTER The nonlinear dynamic of boost converter was observed using bifurcation diagram. The following figures (2-5) show the variation of capacitor (C) as well as supply voltage (VIN) and corresponding effect on bifurcations diagrams of single stage boost converter. The value of capacitor (C) is varied from 1 µf to 50 µf and the value of supply voltage (VIN) is varied from 5V to 20V. The figure 2 (A, B, C and D) is for supply voltage (VIN) 5V and remaining figure 3, 4 and 5 shows the performance of boost converter at supply voltage (VIN) 10V, 15V and 20V respectively. For this simulation series inductor considered as 2 mH, load resistance (RL) considered as 20 , and switching frequency is considered as 10 KHz.
  • 4. International Journal on Computational Sciences & Applications (IJCSA) Vol.5, No.3, June 2015 70 Figure 2 (A, B, C, D, E and F): Bifurcation diagram for Inductor Current (IL) with reference current (IREF). Here the capacitor (C) is varied and other parameters are kept fixed. The figures A, B, C, D, E and F represent the variations in the capacitor value viz. A= 1µf, B= 10µf, C= 20µf, D= 30µf, E= 40µf and F= 50µf respectively at supply voltage (VIN) equals to 5V. The red solid line A, B and C represent the period- 1, 2 and period- 3 bifurcation respectively.
  • 5. International Journal on Computational Sciences & Applications (IJCSA) Vol.5, No.3, June 2015 71 Figure 3 (A, B, C, D, E and F): Bifurcation diagram for Inductor Current (IL) with reference current (IREF). Here the capacitor (C) is varied and other parameters are kept fixed. The figures A, B, C, D, E and F represent the variations in the capacitor value viz. A= 1µf, B= 10µf, C= 20µf, D= 30µf, E= 40µf and F= 50µf respectively at supply voltage (VIN) equals to 10V. The blue solid line A, B and C represent the period- 1, 2 and period- 3 bifurcation respectively.
  • 6. International Journal on Computational Sciences & Applications (IJCSA) Vol.5, No.3, June 2015 72 Figure 4 (A, B, C, D, E and F): Bifurcation diagram for Inductor Current (IL) with reference current (IREF). Here the capacitor (C) is varied and other parameters are kept fixed. The figures A, B, C, D, E and F represent the variations in the capacitor value viz. A= 1µf, B= 10µf, C= 20µf, D= 30µf, E= 40µf and F= 50µf respectively at supply voltage (VIN) equals to 15V. The black solid line A, B and C represent the period- 1, 2 and period- 3 bifurcation respectively.
  • 7. International Journal on Computational Sciences & Applications (IJCSA) Vol.5, No.3, June 2015 73 Figure 5 (A, B, C, D, E and F): Bifurcation diagram for Inductor Current (IL) with reference current (IREF). Here the capacitor (C) is varied and other parameters are kept fixed. The figures A, B, C, D, E and F represent the variations in the capacitor value viz. A= 1µf, B= 10µf, C= 20µf, D= 30µf, E= 40µf and F= 50µf respectively at supply voltage (VIN) equals to 20V. The red solid line A, B and C represent the period- 1, 2 and period- 3 bifurcation respectively.
  • 8. International Journal on Computational Sciences & Applications (IJCSA) Vol.5, No.3, June 2015 74 Table 2: Relation between Period-Bifurcation (1, 2 and 3), State Variable and Controlled Variable with Variations of Capacitor Value (1µf to 50µf). The Blank Cell Indicate the Absence of Period-Bifurcation. Capacitor Value (µf) Period- Bifurcation Supply Voltage (VIN) = 5V Supply Voltage (VIN) = 10V Supply Voltage (VIN) = 15V Supply Voltage (VIN) = 20V IREF (A) IL (A) IREF (A) IL (A) IREF (A) IL (A) IREF (A) IL (A) 1 µf Period- 1 Bifurcation 0.50 0.40 1.20 0.85 1.80 1.20 2.30 1.70 Period- 2 Bifurcation 0.80 0.90 1.85 1.95 2.80 2.80 3.80 3.80 Period- 3 Bifurcation 1.00 1.00 2.10 2.05 3.00 3.00 3.95 3.95 10 µf Period- 1 Bifurcation 0.70 0.70 1.60 1.20 2.40 1.85 3.20 2.40 Period- 2 Bifurcation 1.20 1.20 2.30 2.40 3.50 3.60 4.70 4.70 Period- 3 Bifurcation 1.40 1.25 2.70 2.70 3.85 3.75 5.20 5.00 20 µf Period- 1 Bifurcation 0.95 0.80 1.95 1.50 2.85 2.20 3.80 2.90 Period- 2 Bifurcation 1.25 1.25 2.55 2.60 3.70 3.80 ---- ---- Period- 3 Bifurcation ---- ---- ---- ---- ---- ---- ---- ---- 30 µf Period- 1 Bifurcation 1.00 0.85 2.00 1.60 3.00 2.30 4.00 3.00 Period- 2 Bifurcation ---- ---- ---- ---- ---- ---- ---- ---- Period- 3 Bifurcation ---- ---- ---- ---- ---- ---- ---- ---- 40 µf Period- 1 Bifurcation 1.05 1.90 2.05 2.70 3.10 2.50 4.15 3.15 Period- 2 Bifurcation ---- ---- ---- ---- ---- ---- ---- ---- Period- 3 Bifurcation ---- ---- ---- ---- ---- ---- ---- ---- 50 µf Period- 1 Bifurcation 1.10 1.90 2.10 2.80 3.20 2.50 4.20 3.20 Period- 2 Bifurcation ---- ---- ---- ---- ---- ---- ---- ---- Period- 3 Bifurcation ---- ---- ---- ---- ---- ---- ---- ----
  • 9. International Journal on Computational Sciences & Applications (IJCSA) Vol.5, No.3, June 2015 75 5.RESULT AND DISCUSSION In this study, the chaotic effect of boost converter was investigated by means of bifurcation diagram. Table 2 represents the relationship between period-bifurcation and corresponding effect on controlled variable IREF and state variable IL with variations of capacitor value (1µf to 50µf) and supply voltage (VIN= 5V to 20V). Over the period- 1 bifurcation point, inductor current (IL) having single unique value for turn on the switch. For period- 2 bifurcations there are two values of inductor current (IL) to turn on the switch. As we go further, the system undergoes stable period-3 operation, and eventually becomes chaotic. It is clearly seen from fig. 2 to fig. 5 and table 2, that single stage boost converter degrades its stability at low voltage and at low value of capacitor. It is clearly shown from fig. 2-5 that bifurcation points are shifted in increment order as we increase the value of capacitor and it become chaotic after period- 3 bifurcations in each case. The simulation results of boost converter also showed that the existence of only one stable point at higher value of capacitor (C) and higher valve of supply voltage (VIN). The period- 3 bifurcation vanishes from 20 µf and the period- 2 bifurcation vanishes from 30 µf. In this case, region above the period-3 bifurcation is a chaotic region for the boost converter. REFERENCES [1] E.N. Lorenz, Deterministic nonperiodic flow, J. Atmospheric Sciences, Vol. 20, No. 2, 1963, pp. 130– 141. [2] B. van der Pol and J. van der Mark, Frequency demultiplication, Nature, Vol. 120, No. 3019, 1927, pp. 363–364. [3] J. Baillieul, R.W. Brockett and R.B. Washburn, Chaotic motion in nonlinear feedback systems, IEEE Trans. On Circuits and Systems, Vol. 27, No. 11, 1980, pp. 990–997. [4] S. Parui and S. Banerjee, Bifurcations due to transition from continuous conduction mode to discontinuous conduction mode in the boost converter, IEEE Transactions on Circuits and Systems- I, Vol. 50, No. 11, 2003, pp. 1464–1469. [5] J. Deane and D. Hamill, Instability, subharmonics and chaos in power electronic systems, IEEE Transactions on Power Electronics, Vol. 5, No. 3, 1990, pp. 260–267. [6] W. C. Chan and Chi. K. Tse, Study of bifurcations in current-programmed DC/DC boost converters: From quasi-periodicity to period-doubling, IEEE Transactions on Circuits and Systems I, Vol. 44, No. 12, 1997, pp. 1129–1142. [7] T. D. Dongale, Simulative Study of Nonlinear Dynamics In Single Stage Boost Converter, Int. J. of Chaos, Control, Modelling and Simulation, Vol.2, No.3, 2013, pp. 59-66. [8] H. C. Iu, and Chi. K. Tse, Study of low-frequency bifurcation phenomena of a parallel-connected boost converter system via simple averaged models, IEEE Transactions on Circuits and Systems I, Vol. 50, No. 5, 2003, pp. 679–686. [9] L. O. Chua, The genesis of Chua's circuit. Electronics Research Laboratory, College of Engineering, University of California, 1992. [10] L. O. Chua, Memristor - the missing circuit element, IEEE Trans. Circuit Theory, Vol. 18, 1971, pp. 507–519. [11] T. D. Dongale, An Elementary Note on Skin Hydration Measurement Using Memristive Effect, Health Informatics - An Int. J., Vol. 2, No.1, 2013, pp. 15-20. [12] T. D. Dongale, An Overview of Fourth Fundamental Circuit Element-‘The Memristor’, Available at: https://nanohub.org/resources/16590, 2013 [13] T. D. Dongale, S. S. Shinde, R. K. Kamat, & K. Y. Rajpure, Nanostructured TiO2 thin film memristor using hydrothermal process, Journal of Alloys and Compounds, Vol. 593, 2014, pp. 267-270. [14] T. D. Dongale, K. P. Patil, S. B. Mullani, K. V. More, S. D. Delekar, P. S. Patil, P. K. Gaikwad, & R. K. Kamat, Investigation of process parameter variation in the memristor based resistive random access memory (RRAM): Effect of device size variations. Materials Science in Semiconductor Processing, Vol. 35, 2015, pp. 174-180.
  • 10. International Journal on Computational Sciences & Applications (IJCSA) Vol.5, No.3, June 2015 76 [15] B.K. Bose, Modern Power Electronics: Evolution, Technology and Applications, New York: IEEE Press, 1992 [16] Boost Converter, Available at: http://www.ee.iitb.ac.in/~sequel/sim_exercises/boost.pdf, Retrieved: 23 January, 2015. [17] Timothy L. Skvarenina, The Power Electronics Handbook-Industrial Electronic Series, CRC Press, 2002. [18] Steven. H. Strogatz, Nonlinear Dynamics and Chaos, Perseus Press, 1994. [19] Ammar Nimer Natsheh, J. Gordon Kettleborough, Natalia B. Janson, Experimental study of controlling chaos in a DC–DC boost converter, Chaos, Solitons and Fractals, Vol. 40, No. 5, 2009, pp. 2500–2508. [20] S. Banerjee, S. Parui, and A. Gupta, Dynamical effects of missed switching in current-mode controlled dc–dc converters, IEEE Trans. on Circuit and System-II: Express Briefs, Vol. 51, No. 12, 2004, pp. 649-654. [21] M. J. Ogorzalek, Chaos and complexity in nonlinear electronic circuits. Vol. 22. World Scientific, 1997. [22] T. D. Dongale, T .G. Kulkarni, S.V.Kulkarni, S.R.Jadhav, R. R. Mudholkar, AC Induction Motor Control-Neuro-Fuzzy approach, Int. J. of Eng. Sci. & Adv. Tech., Vol. 2, No. 4, 2012, pp.863 – 870. [23] T. D. Dongale, T .G. Kulkarni, S. V. Kulkarni, S. R. Jadhav, R.R. Mudholkar, M. D. Uplane, Performance Comparison of PID And Fuzzy Control Techniques In Three Phase Induction Motor Control, Int. J. of Recent Trends in Eng. Vol.7, No. 2, 2012, pp. 1-6. [24] T. D. Dongale, T .G. Kulkarni, R. R. Mudholkar, Fuzzy Modeling of Voltage Standing Wave Ratio using Fuzzy Regression Method, Int. J. of Emerging Tech. & Advanced Eng., Vol. 2, No. 6, 2012, pp. 21-28. [25] T. D. Dongale, Subhash Magdum, Kuldip Goilkar, Nilish Chougale, and S. R. Ghatage, FPGA Implementation of a PID controller for dc motor controller application. proc. IJAIR (2012). [26] T. D. Dongale, S. R. Ghatage, R. R. Mudholkar, Application Philosophy of Fuzzy Regression, Int. J. of Soft Computing & Eng., Vol. 2, No. 6, 2013, pp. 170-172. [27] T. D. Dongale, T .G. Kulkarni, P. A. Kadam, R. R. Mudholkar, Simplified Method for Compiling Rule Base Matrix, Int. J. of Soft Computing & Eng., Vol. 2, No. 1, 2012, pp. 39-43. [28] S. R. Ghatage, T. D. Dongale, T. G. Kulkarni, R. R. Mudholkar, Development of Fuzzy Inference Scheme for LC Oscillator Design, Int. J. of Eng. Research and Development, Vol. 3, No. 12, 2012, pp.91-98. [29] T. D. Dongale, T.G. Kulkarni, S. R. Ghatage, R. R. Mudholkar, Implementation and Comparative study of Three Phase Induction Motor Control Using PID Controller, Fuzzy Logic and Neural Network Techniques, Int. J. of Adv. & Innovative Research, Vol. 1, No. 6, 2012, pp.271-275. [30] S. R. Ghatage, T. D. Dongale, R. R. Mudholkar, Design and Development of ZigBee Based Smart Meter with Front End Graphical User Interface, J. Acad. Indus. Research, Vol. 2, No. 7, 2013, pp. 405-408. [31] D. A. Kulkarni, T. D. Dongale, M. D. Uplane, Simulation of Three-Phase Inverter Using Minimum Number of Controlled Switches, Elixir Power Electronics Eng., Vol. 57, 2013, pp. 14071-14072. [32] W. C. Chan, and Chi. K. Tse, Study of bifurcations in current-programmed DC/DC boost converters: From quasi-periodicity to period-doubling, IEEE Transactions on Circuits and Systems I, Vol. 44, No. 12, 1997, pp. 1129–1142. [33] D. Cafagna, and Giuseppe Grassi, Bifurcation analysis and chaotic behavior in boost converters: experimental results, Nonlinear Dynamics, Vol. 44, 2006, pp. 251-262.