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International Journal of Trend in Scientific Research and Development (IJTSRD)
Volume 6 Issue 6, September-October 2022 Available Online: www.ijtsrd.com e-ISSN: 2456 – 6470
@ IJTSRD | Unique Paper ID – IJTSRD51935 | Volume – 6 | Issue – 6 | September-October 2022 Page 675
Charging and Discharging Control of
Li-Ion Battery for Electric Vehicle Applications
Ashutosh Sharma, Lavkesh Patidar
Electrical and Electronics Department, J.I.T. Borawan, Khargone, Madhya Pradesh, India
ABSTRACT
This paper presents the detailed simulation and analysis of a battery
charging and discharging control for electric vehicle (EV) application
using proportional and integral control. A lithium-Ion battery model
in MATLAB is considered for this study. The purpose of study is to
perform a detailed analysis of the charging and discharging operation
and observe the behavior of the key parameters of the battery. To
realize these two voltages sources have been used, i.e., one is the
battery itself and the other is the DC voltage source. The two
different voltage source is feeding to a common load. The DC
voltage source feeds the load when the battery is in charging mode.
When the battery supply is available then it is discharging to feed the
load and its control is designed to generate the reference pulses for
DC-DC converter. The two scenarios have been simulated and results
are recorded which shows the effective operation of charging and
discharging of a battery source.
KEYWORDS: Battery, Lithium-Ion, MATLAB Simulink, Charging,
Dis-charging, PI controller
How to cite this paper: Ashutosh
Sharma | Lavkesh Patidar "Charging and
Discharging Control of Li-Ion Battery
for Electric Vehicle Applications"
Published in
International
Journal of Trend in
Scientific Research
and Development
(ijtsrd), ISSN:
2456-6470,
Volume-6 | Issue-6,
October 2022, pp.675-681, URL:
www.ijtsrd.com/papers/ijtsrd51935.pdf
Copyright © 2022 by author(s) and
International Journal of Trend in
Scientific Research and Development
Journal. This is an
Open Access article
distributed under the
terms of the Creative Commons
Attribution License (CC BY 4.0)
(http://creativecommons.org/licenses/by/4.0)
I. INTRODUCTION
The global warming concerns are rising every year
and this is a serious issue which needs to be addressed
seriously to reduce its cons in near future and for
upcoming generations. Thus, the whole world is in
race of reducing carbon emission. Transport sector has
the highest dependence on fossil fuels which accounts
for 37% of CO2 emissions from end-use sectors [1].
Hence, there is accelerating interest in the electric
mobility in recent years and so the importance of
battery storage system has increased enormously. The
battery plays vital role in EVs operation whether it is a
hybrid electric vehicle (HEVs) or plug-in-HEVs.
There is need for optimizing the use of battery power
and to minimize the fossil fuel consumption to achieve
the goal of carbon free environment. This has led
industries to think of the battery with higher power
density, slow discharge rate when not in use, large
number of charge cycle, and economical.
An electric vehicle battery is also called as the traction
battery. It is a rechargeable battery that discharges to
power the electric motors of a battery electric vehicle
(BEV) or hybrid electric vehicles (HEVs) [2]. The
lithium-ion batteries are specially designed to store
high electric charge which is termed as the charging
capacity. Batteries for electric vehicles are
characterized by their relativelyhigh power-to-weight
ratio, specific energy, and energy density; smaller and
lighter batteries are desirable because they reduce the
weight of the vehicle and therefore improve its overall
performance [3].
The most common battery type in modern electric
vehicles are lithium-ion and lithium polymer, because
of their high energy density compared to their weight.
Other types of rechargeable batteries used in electric
vehicles include lead–acid (flooded, deep-cycle, and
valve regulated lead acid), nickel-cadmium, nickel–
metal hydride, and, less commonly, zinc–air, and
sodium nickel chloride (zebra) batteries [4]. The
amount of electricity (i.e., electric charge) stored in
batteries is measured in ampere hours or in coulombs,
with the total energy often measured in kilowatt-hours
(kWh).
The charging and discharging phenomenon in battery
in significant for its real time operation as well as its
IJTSRD51935
International Journal of Trend in Scientific Research and Development @ www.ijtsrd.com eISSN: 2456-6470
@ IJTSRD | Unique Paper ID – IJTSRD51935 | Volume – 6 | Issue – 6 | September-October 2022 Page 676
durability. The control of charging and discharging
play vital role in the EV operation. This paper
simulates and analyze the mathematical model of
charging and discharging of a lithium-Ion battery. A
PI controller has been used to tune the proper
reference signals for the DC-DC pulse width
modulation block [5], [6]. Based upon the controller
response the PWM block generated the pulses to be
applied to the switches of DC-DC converter used for
battery charging.
To analyze the key parameters i.e., state of charge
(SoC %), battery current, Batteryvoltage associated to
it, various scenarios has been considered and
simulated to draw suitable conclusions. This study
provides the reader the insight of battery charging and
discharging and its control especially for electric
vehicles (EVs) application. The software tool has been
used is MATLAB Simulink version 2020b.
II. Battery properties
A. Types of Energy Storage for EV application
Energy storage systems, usuallybatteries, are essential
for hybrid electric vehicles (HEVs), plug-in hybrid
electric vehicles (PHEVs), and all-electric vehicles
(EVs) [8]. The following energy storage systems are
used in HEVs, PHEVs, and EVs.
Lithium-Ion Batteries: Lithium-ion batteries as
shown in Fig 1 are currently used in most portable
consumer electronics such as cell phones and
laptops because of their high energy per unit mass
relative to other electrical energy storage systems.
They also have a high power-to-weight ratio, high
energy efficiency, good high-temperature
performance, and low self-discharge. Most
components of lithium-ion batteries can be
recycled, but the cost of material recoveryremains
a challenge for the industry.
Fig 1 A typical battery pack for EV application
The U.S. Department of Energy is also supporting the
Lithium-Ion Battery Recycling Prize to identify
solutions for collecting, sorting, storing, and
transporting spent and discarded lithium-ion batteries
for eventual recycling and materials recovery [9].
Most of today's PHEVs and EVs use lithium-ion
batteries, though the exact chemistryoften varies from
that of consumer electronics batteries. Research and
development are ongoing to reduce their relatively
high cost, extend their useful life, and address safety
concerns regarding overheating.
Nickel-Metal Hydride Batteries: Nickel-metal
hydride batteries, used routinely in computer and
medical equipment, offer reasonable specific
energy and specific power capabilities. Nickel-
metal hydride batteries have a much longer life
cycle than lead-acid batteries and are safe and
abuse tolerant. These batteries have been widely
used in HEVs. The main challenges with nickel-
metal hydride batteries are their high cost, high
self-discharge and heat generation at high
temperatures, and the need to control hydrogen
loss.
Lead-Acid Batteries: Lead-acid batteries can be
designed to be high power and are inexpensive,
safe, and reliable. However, low specific energy,
poor cold-temperature performance, and short
calendar and cycle life impede their use.
Advanced high-power lead-acid batteries are
being developed, but these batteries are only used
in commercially available electric-drive vehicles
for ancillary loads.
Ultra capacitors: Ultra capacitors store energy in
a polarized liquid between an electrode and an
electrolyte. Energy storage capacity increases as
the liquid's surface area increases. Ultra capacitors
can provide vehicles additional power during
acceleration and hill climbing and help recover
braking energy. They may also be useful as
secondary energy-storage devices in electric-drive
vehicles because they help electrochemical
batteries level load power.
Battery parameters
The key parameters to study the battery operating
characteristic and properties are listed below [10]:
A. Storage Capacity: It determines for number of
hours for which the battery can be discharged at a
constant current to a defined cut-off voltage. It is
represented by the Coulomb SI unit (Amperes per
second) but since this unit is usually very small,
the Ampere-hour (Ah) unit is used instead (1 Ah
represents 3600 C). The value of this capacity
depends on the ambient temperature, the age of
the battery, and the discharge rate. The higher the
discharge rate, the lower the capacity, although it
affects each battery technology differently.
Additional to the Ampere-hour unit, the storage
International Journal of Trend in Scientific Research and Development @ www.ijtsrd.com eISSN: 2456-6470
@ IJTSRD | Unique Paper ID – IJTSRD51935 | Volume – 6 | Issue – 6 | September-October 2022 Page 677
capacitycan also be defined in Watt-hours (Wh=V
x Ah), where 1 Wh represents 3600 J.
B. Energy Density: The energy density is the amount
of energy that can be stored, per cubic meter of
battery volume, expressed in Watt-hour per cubic
meter (Wh/m3 ). This is a very important
parameter to select a specific battery technology
for transportation applications, where space
availability is critical.
C. Specific Power: This parameter is defined as the
power capacity per kilogram of battery, in W/kg.
Some battery technologies offer high energy
density but low specific power, which means that
even though they can store a large amount of
energy, they can only supply a small amount of
power instantly. In transportation terms, this
would mean that a vehicle could run for a long
distance, at low speed. On the contrary, batteries
with high specific power usually have low energy
density, because high discharge currents usually
reduce the available energy rapidly (e.g., high
acceleration).
D. Cell Voltage: The cell voltage is determined by
the equilibrium thermodynamic reactions that take
place inside the cell; however, this value is often
difficult to measure and therefore, the open circuit
voltage (OCV) measured between the anode and
cathode terminals is used instead. For some
battery technologies (e.g., lead-acid), the OCV can
be used as a basic estimate of the state of charge
(SoC). Another measure often used is the closed-
circuit voltage (CCV), which depends on the load
current, state of charge, and cell’s usage history.
Finally, batterymanufacturers provide the nominal
voltage value, from the cell’s characterization and
therefore, cannot be experimentally verified.
Fig 2 Typical discharge curves of lead acid as a
function of C-rate
E. Charge and Discharge Current: During the
discharging process in a battery, electrons flow
from the anode to the cathode through the load, to
provide with the required current and the circuit is
completed in the electrolyte. During the charging
process, an external source supplies with the
charging current and the oxidation takes place at
the positive electrode while the reduction takes
place at the negative electrode. For practical
purposes, the term C-rate is used to express the
charge or discharge current relative to the rated
capacity. For example, a discharge rate of 1 C
means that the battery will be fully discharged in 1
h. Charge and discharge rates of a battery are
governed by C-rates.
The capacity of a battery is commonly rated at 1C,
meaning that a fully charged battery rated at 1Ah
should provide 1A for one hour. The same battery
discharging at 0.5C should provide 500mA for two
hours, and at 2C it delivers 2A for 30 minutes. Losses
at fast discharges reduce the discharge time and these
losses also affect charge times. Fig 2 illustrates the
discharge times of a lead acid battery at various loads
expressed in C-rate.
F. A C-rate: The C-rate of 1C is also known as a
one-hour discharge; 0.5C or C/2 is a two-hour
discharge and 0.2C or C/5 is a 5-hour discharge.
Some high-performance batteries can be charged
and discharged above 1C with moderate stress.
Table 1 illustrates typical times at various C-rates.
G. State of Charge: The state of charge (SoC) defines
the amount of stored energy relative to the total
energy storage capacity of the battery. Depending
on the battery technology, different methods are
used to estimate this value.
H. Depth of Discharge: Often referred to as DoD (in
%), this parameter expresses the battery capacity
that has been discharged relative to the maximum
capacity. Each battery technology supports
different maximum recommended levels of DoD
to minimize its impact on the overall cycle life.
I. Cycle Life: The cycle life determines the number
of charge/discharge cycles that the battery can
experience before it reaches a predetermined
energy capacity or other performance criteria. The
current rate at which the battery is
charged/discharged as well as environmental
conditions (e.g., temperature and humidity) and
the DoD can affect this number, since it is
originally calculated bythe manufacturer based on
specific charge and discharge conditions.
J. Self-discharge: This parameter defines the
reduction in energy capacity of the battery under
no-load conditions (e.g., open circuit), because of
internal short-circuits and chemical reactions. This
parameter can be affected by environmental
conditions such as temperature and humidity, as
well as the DoD and the battery’s
charge/discharge history. Additionally, this
parameter is particularly important for long-term
shelf storage of batteries.
International Journal of Trend in Scientific Research and Development @ www.ijtsrd.com eISSN: 2456-6470
@ IJTSRD | Unique Paper ID – IJTSRD51935 | Volume – 6 | Issue – 6 | September-October 2022 Page 678
K. Round-Trip Efficiency: Due to internal losses and
material degradation, not all the energy supplied
to the battery during charging can be recovered
during discharge. The amount of energy that can
be taken from the battery during the discharging
process over the energy supplied determines the
round-trip efficiency. This efficiency is sensitive
to the charging and discharging currents. At
higher currents, thermal losses increase and
therefore the efficiency is reduced
III. Battery parameters
Before Objective behind this study is to understand
the concept of power flow and control in a typical
battery. For this purpose, a Simulink model of battery
charging, and discharging has been developed in
MATLB Simulink using SimPowerSystem library.
The mathematical simulation models of various
component from Simulink are utilized to develop the
model and study the various dynamics during battery
operations such as charging/discharging. Following
models have been imported from Simulink library to
make the circuit shown in Fig 3.
Battery (Li-Ion)
DC voltage Source
Bi-directional DC-DC converter
Common Loads for two different sources
Fig 3 Circuit diagram for power flow control
between battery and applied DC voltage source
Simulink model in Fig. 3 implements a generic
battery model for most popular battery types.
Temperature and aging (due to cycling) effects can be
specified for Lithium-Ion battery type. Fig. 4 shows
the battery parameter assumed in MATLAB
Simulink.
Fig. 4 (a) Discharge parameters (Left) (b)
Nominal parameters (right)
The characteristics of the battery considered for this
purpose is shown in Fig. 5. This includes the
discharging characteristics, volt-Ampere-hour
characteristics below and above rated current ratings.
It has been plotted using MATLAB tool and
considering various characteristics.
(a)
(b)
(c)
Fig. 5 Characteristics of Li-Ion battery (a)
Discharge characteristics with Nominal
Currents (b) Discharge characteristics for above
and below to the nominal amperes (c) Volt-
Ampere characteristics for above and below to
the nominal amperes
IV. Battery charge control
The charging of battery takes place in two different
modes: Constant Current (CC) Mode and Constant
Voltage (CV) Mode
A. Constant Current (CC) Mode
In this mode of operation there are two methods to
generate the reference current and PWM control
signal i.e., Current based control and Voltage based
control described below.
(a) Current based Control: To study the dynamics of
battery charging the circuit of Fig. 3 is built in
MATLAB Simulink and simulated to observe the
three parameters i.e., SoC (State of Charge), Voltage
and Charging Current. A common load is assumed
International Journal of Trend in Scientific Research and Development @ www.ijtsrd.com eISSN: 2456-6470
@ IJTSRD | Unique Paper ID – IJTSRD51935 | Volume – 6 | Issue – 6 | September-October 2022 Page 679
which is supplied by two voltage sources i.e., a battery
(Li-Ion) and a DC voltage source. To demonstrate the
charging of the battery, the batteryoperating current is
assumed to be negligible since it is under charging
mode.
In this mode a reference current is provided which is
further utilized as a reference to the PI controller. The
output response of the PI controller is utilized by DC-
DC pulse width modulation (PWM) block to generate
the switching signals for switches (MOSFETs). The
PWM signal pulse width is 5 micro-seconds and
frequency is 10 kHz. Fig. 6 shows the Simulink blocks
for the PI controller and PWM signal generator.
Fig 6. Proportional Integral Controller and
current based control
The Fig. 7 shows the charging characteristics for
current based control. The Charging current is the
reference current, and it can be clearly observed from
the figure that SoC % is increasing for the constant
reference current.
Fig. 7 Characteristics during battery charging in
constant current mode (a) SOC% (top), (b)
Reference current (middle) and (c) Voltage of
the battery (bottom).
From Fig. 7 it can be inferred that the voltage of the
battery is also increasing while charging. There are
two reference current applied as input at different time
instants, firstly 8A and after that 10 A. As the
reference current increases the SoC% increases and so
the voltage across the battery also increases. Here the
reference current is applied externally and not
generated internally just to demonstrate the charging
of the battery. The permissible maximum current is
22A. The pulse width modulation (PWM) method is
used to generate the switching signals for the two
MOSFETS. The two signals are complementary to
each other as shown in Fig. 8.
Fig. 8 The waveform of the PWM switching
signals to MOSFETS
While charging the battery up to 80% SoC there is
hardly any significant difference in modes (CC or
CV), while after this point i.e., the mode of charging
matters. Now the constant current and constant
voltage modes can be observed separately.
PI controller gains
Reference Current
generation method
Kp Ki
Current Based 0.005 10
Voltage Based 40 2000
Firstly, the open circuit voltage (OCV) at 80% SoC
level has been recorded. To get this open circuit the
battery and set the SoC % to 80%. The OCV is found
to be 25.98 Volts at this SoC level. Table I shows the
proportional ( ) and integral gains ( ) for
generating the reference current based upon the
current based and voltage-based control.
(b) Current based Control: In this mode the battery
voltage is compared to the OCV i.e., 25.98 and the
difference is sent to PI controller to generate the
reference current. Fig. 9 shows the schematic of the
control for reference current generation and PWM
switching according to this current.
Fig. 9 Reference current generation using
battery voltage
International Journal of Trend in Scientific Research and Development @ www.ijtsrd.com eISSN: 2456-6470
@ IJTSRD | Unique Paper ID – IJTSRD51935 | Volume – 6 | Issue – 6 | September-October 2022 Page 680
Fig 10. Reference current, voltage, and state of
charge for voltage-based control
B. Constant Voltage Mode
When the battery gets charged up to 80% of SoC the
voltage becomes constant, and the charging enters into
constant voltage mode.
Fig. 11 Constant voltage mode showing the
reference current decreasing as the time
increases
Due to this the reference current and the battery
current starts decreasing as shown in the Fig. 11 while
the voltage remains constant.
C. Discharge characteristics of the Battery
The above circuitry of Fig. 3 is modified to realize the
discharging characteristics of the batteryand dynamic
parameters are recorded for analysis. Fig. 12 shows
the dynamic parameters of a battery while
discharging. It includes, the SoC%, Voltage of the
battery, current of the battery, and power for source,
load, and battery.
Fig. 12. Discharge characteristics of a battery
with dynamic parameters
D. Combined Operation of charging & dis-
charging
The charging and discharging mode are combined to
analyse the results. Fig. 13 shows the dynamic
parameters for different mode of charging and Fig. 14
is trend of the key parameters such as SoC%, voltage,
reference current during charging and discharging.
Fig 13 Simulink Diagram for
charging/discharging combined mode of
operation
The charging and discharging operation are controlled
together in this scenario. A logical selector switch is
used which compares the signal coming from the
source. If this signal is greater than zero, then
charging operation is performed else discharging
operation executes.
International Journal of Trend in Scientific Research and Development @ www.ijtsrd.com eISSN: 2456-6470
@ IJTSRD | Unique Paper ID – IJTSRD51935 | Volume – 6 | Issue – 6 | September-October 2022 Page 681
Fig 14 Dynamic parameters for
charging/discharging combined mode of
operation
From Fig. 14 it can be observed that when a charging
command is received then the SoC starts increasing
and therefore the voltage of the batteryincreases while
when a discharging command is received then the
voltage across the battery begins to fall and the SoC %
starts decreasing, keeping the voltage across the load
at constant level.
Cconclusion
The battery mathematical model is utilized to study
the dynamic behavior of charging and discharging
especially for EV applications. The main components
involved in this operation are DC-DC switched
converter, a load, a DC source, and a Li-Ion battery.
The battery characteristics has been summarized and
further analyzed while considering different scenarios.
The two modes of charging i.e., constant current and
constant voltage has been studied. In constant current
mode, the reference current generation has been done
by two different methods i.e., current based and
voltage based. Three scenarios have been simulated
and recorded as per the objective i.e., charging alone,
discharging and both together considering a command
signal. The effective study of charging and
discharging of Li-Ion battery is carried out which will
provide the readers an in depth insight of the
technology.
References
[1] https://www.iea.org/topics/transport
[2] https://en.wikipedia.org/wiki/Electric_vehicle_
battery
[3] Deng J, Bae C, Denlinger A, Miller T. Electric
vehicles batteries: requirements and challenges.
Joule. 2020 Mar 18; 4(3): 511-5.
[4] Axeon Receives Order for 50 Zebra Packs for
Modec Electric Vehicle; Li-Ion Under Testing".
Green Car Congress. 24 November 2016.
Retrieved 27 April 2022.
[5] R. Haque and M. A. Razzak, "A Buck
Converter-based Battery Charging Controller
for Electric Vehicles using Modified PIControl
System, " 2021 IEEE International IOT,
Electronics and Mechatronics Conference
(IEMTRONICS), 2021, pp. 1-4, doi:
10.1109/IEMTRONICS52119.2021.9422646.
[6] Y. Gasbaoui B, Nasri A, Abdelkhalek O. An
efficiency PI speed controller for future electric
vehicle in several topology. Procedia
Technology. 2016 Jan 1; 22: 501-8.
[7] Kutkut NH, Wiegman HL, Divan DM, Novotny
DW. Design considerations for charge
equalization of an electric vehicle battery
system. IEEE Transactions on Industry
Applications. 1999 Jan; 35(1): 28-35.
[8] Young K, Wang C, Wang LY, Strunz K.
Electric vehicle battery technologies. InElectric
vehicle integration into modern power networks
2013 (pp. 15-56). Springer, New York, NY.
[9] Dhameja S. Electric vehicle battery systems.
Elsevier; 2001 Oct 30.
[10] Fotouhi A, Auger DJ, Propp K, Longo S, Wild
M. A review on electric vehicle battery
modelling: From Lithium-ion toward Lithium–
Sulphur. Renewable and Sustainable Energy
Reviews. 2016 Apr 1; 56: 1008-21.

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Charging and Discharging Control of Li Ion Battery for Electric Vehicle Applications

  • 1. International Journal of Trend in Scientific Research and Development (IJTSRD) Volume 6 Issue 6, September-October 2022 Available Online: www.ijtsrd.com e-ISSN: 2456 – 6470 @ IJTSRD | Unique Paper ID – IJTSRD51935 | Volume – 6 | Issue – 6 | September-October 2022 Page 675 Charging and Discharging Control of Li-Ion Battery for Electric Vehicle Applications Ashutosh Sharma, Lavkesh Patidar Electrical and Electronics Department, J.I.T. Borawan, Khargone, Madhya Pradesh, India ABSTRACT This paper presents the detailed simulation and analysis of a battery charging and discharging control for electric vehicle (EV) application using proportional and integral control. A lithium-Ion battery model in MATLAB is considered for this study. The purpose of study is to perform a detailed analysis of the charging and discharging operation and observe the behavior of the key parameters of the battery. To realize these two voltages sources have been used, i.e., one is the battery itself and the other is the DC voltage source. The two different voltage source is feeding to a common load. The DC voltage source feeds the load when the battery is in charging mode. When the battery supply is available then it is discharging to feed the load and its control is designed to generate the reference pulses for DC-DC converter. The two scenarios have been simulated and results are recorded which shows the effective operation of charging and discharging of a battery source. KEYWORDS: Battery, Lithium-Ion, MATLAB Simulink, Charging, Dis-charging, PI controller How to cite this paper: Ashutosh Sharma | Lavkesh Patidar "Charging and Discharging Control of Li-Ion Battery for Electric Vehicle Applications" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-6 | Issue-6, October 2022, pp.675-681, URL: www.ijtsrd.com/papers/ijtsrd51935.pdf Copyright © 2022 by author(s) and International Journal of Trend in Scientific Research and Development Journal. This is an Open Access article distributed under the terms of the Creative Commons Attribution License (CC BY 4.0) (http://creativecommons.org/licenses/by/4.0) I. INTRODUCTION The global warming concerns are rising every year and this is a serious issue which needs to be addressed seriously to reduce its cons in near future and for upcoming generations. Thus, the whole world is in race of reducing carbon emission. Transport sector has the highest dependence on fossil fuels which accounts for 37% of CO2 emissions from end-use sectors [1]. Hence, there is accelerating interest in the electric mobility in recent years and so the importance of battery storage system has increased enormously. The battery plays vital role in EVs operation whether it is a hybrid electric vehicle (HEVs) or plug-in-HEVs. There is need for optimizing the use of battery power and to minimize the fossil fuel consumption to achieve the goal of carbon free environment. This has led industries to think of the battery with higher power density, slow discharge rate when not in use, large number of charge cycle, and economical. An electric vehicle battery is also called as the traction battery. It is a rechargeable battery that discharges to power the electric motors of a battery electric vehicle (BEV) or hybrid electric vehicles (HEVs) [2]. The lithium-ion batteries are specially designed to store high electric charge which is termed as the charging capacity. Batteries for electric vehicles are characterized by their relativelyhigh power-to-weight ratio, specific energy, and energy density; smaller and lighter batteries are desirable because they reduce the weight of the vehicle and therefore improve its overall performance [3]. The most common battery type in modern electric vehicles are lithium-ion and lithium polymer, because of their high energy density compared to their weight. Other types of rechargeable batteries used in electric vehicles include lead–acid (flooded, deep-cycle, and valve regulated lead acid), nickel-cadmium, nickel– metal hydride, and, less commonly, zinc–air, and sodium nickel chloride (zebra) batteries [4]. The amount of electricity (i.e., electric charge) stored in batteries is measured in ampere hours or in coulombs, with the total energy often measured in kilowatt-hours (kWh). The charging and discharging phenomenon in battery in significant for its real time operation as well as its IJTSRD51935
  • 2. International Journal of Trend in Scientific Research and Development @ www.ijtsrd.com eISSN: 2456-6470 @ IJTSRD | Unique Paper ID – IJTSRD51935 | Volume – 6 | Issue – 6 | September-October 2022 Page 676 durability. The control of charging and discharging play vital role in the EV operation. This paper simulates and analyze the mathematical model of charging and discharging of a lithium-Ion battery. A PI controller has been used to tune the proper reference signals for the DC-DC pulse width modulation block [5], [6]. Based upon the controller response the PWM block generated the pulses to be applied to the switches of DC-DC converter used for battery charging. To analyze the key parameters i.e., state of charge (SoC %), battery current, Batteryvoltage associated to it, various scenarios has been considered and simulated to draw suitable conclusions. This study provides the reader the insight of battery charging and discharging and its control especially for electric vehicles (EVs) application. The software tool has been used is MATLAB Simulink version 2020b. II. Battery properties A. Types of Energy Storage for EV application Energy storage systems, usuallybatteries, are essential for hybrid electric vehicles (HEVs), plug-in hybrid electric vehicles (PHEVs), and all-electric vehicles (EVs) [8]. The following energy storage systems are used in HEVs, PHEVs, and EVs. Lithium-Ion Batteries: Lithium-ion batteries as shown in Fig 1 are currently used in most portable consumer electronics such as cell phones and laptops because of their high energy per unit mass relative to other electrical energy storage systems. They also have a high power-to-weight ratio, high energy efficiency, good high-temperature performance, and low self-discharge. Most components of lithium-ion batteries can be recycled, but the cost of material recoveryremains a challenge for the industry. Fig 1 A typical battery pack for EV application The U.S. Department of Energy is also supporting the Lithium-Ion Battery Recycling Prize to identify solutions for collecting, sorting, storing, and transporting spent and discarded lithium-ion batteries for eventual recycling and materials recovery [9]. Most of today's PHEVs and EVs use lithium-ion batteries, though the exact chemistryoften varies from that of consumer electronics batteries. Research and development are ongoing to reduce their relatively high cost, extend their useful life, and address safety concerns regarding overheating. Nickel-Metal Hydride Batteries: Nickel-metal hydride batteries, used routinely in computer and medical equipment, offer reasonable specific energy and specific power capabilities. Nickel- metal hydride batteries have a much longer life cycle than lead-acid batteries and are safe and abuse tolerant. These batteries have been widely used in HEVs. The main challenges with nickel- metal hydride batteries are their high cost, high self-discharge and heat generation at high temperatures, and the need to control hydrogen loss. Lead-Acid Batteries: Lead-acid batteries can be designed to be high power and are inexpensive, safe, and reliable. However, low specific energy, poor cold-temperature performance, and short calendar and cycle life impede their use. Advanced high-power lead-acid batteries are being developed, but these batteries are only used in commercially available electric-drive vehicles for ancillary loads. Ultra capacitors: Ultra capacitors store energy in a polarized liquid between an electrode and an electrolyte. Energy storage capacity increases as the liquid's surface area increases. Ultra capacitors can provide vehicles additional power during acceleration and hill climbing and help recover braking energy. They may also be useful as secondary energy-storage devices in electric-drive vehicles because they help electrochemical batteries level load power. Battery parameters The key parameters to study the battery operating characteristic and properties are listed below [10]: A. Storage Capacity: It determines for number of hours for which the battery can be discharged at a constant current to a defined cut-off voltage. It is represented by the Coulomb SI unit (Amperes per second) but since this unit is usually very small, the Ampere-hour (Ah) unit is used instead (1 Ah represents 3600 C). The value of this capacity depends on the ambient temperature, the age of the battery, and the discharge rate. The higher the discharge rate, the lower the capacity, although it affects each battery technology differently. Additional to the Ampere-hour unit, the storage
  • 3. International Journal of Trend in Scientific Research and Development @ www.ijtsrd.com eISSN: 2456-6470 @ IJTSRD | Unique Paper ID – IJTSRD51935 | Volume – 6 | Issue – 6 | September-October 2022 Page 677 capacitycan also be defined in Watt-hours (Wh=V x Ah), where 1 Wh represents 3600 J. B. Energy Density: The energy density is the amount of energy that can be stored, per cubic meter of battery volume, expressed in Watt-hour per cubic meter (Wh/m3 ). This is a very important parameter to select a specific battery technology for transportation applications, where space availability is critical. C. Specific Power: This parameter is defined as the power capacity per kilogram of battery, in W/kg. Some battery technologies offer high energy density but low specific power, which means that even though they can store a large amount of energy, they can only supply a small amount of power instantly. In transportation terms, this would mean that a vehicle could run for a long distance, at low speed. On the contrary, batteries with high specific power usually have low energy density, because high discharge currents usually reduce the available energy rapidly (e.g., high acceleration). D. Cell Voltage: The cell voltage is determined by the equilibrium thermodynamic reactions that take place inside the cell; however, this value is often difficult to measure and therefore, the open circuit voltage (OCV) measured between the anode and cathode terminals is used instead. For some battery technologies (e.g., lead-acid), the OCV can be used as a basic estimate of the state of charge (SoC). Another measure often used is the closed- circuit voltage (CCV), which depends on the load current, state of charge, and cell’s usage history. Finally, batterymanufacturers provide the nominal voltage value, from the cell’s characterization and therefore, cannot be experimentally verified. Fig 2 Typical discharge curves of lead acid as a function of C-rate E. Charge and Discharge Current: During the discharging process in a battery, electrons flow from the anode to the cathode through the load, to provide with the required current and the circuit is completed in the electrolyte. During the charging process, an external source supplies with the charging current and the oxidation takes place at the positive electrode while the reduction takes place at the negative electrode. For practical purposes, the term C-rate is used to express the charge or discharge current relative to the rated capacity. For example, a discharge rate of 1 C means that the battery will be fully discharged in 1 h. Charge and discharge rates of a battery are governed by C-rates. The capacity of a battery is commonly rated at 1C, meaning that a fully charged battery rated at 1Ah should provide 1A for one hour. The same battery discharging at 0.5C should provide 500mA for two hours, and at 2C it delivers 2A for 30 minutes. Losses at fast discharges reduce the discharge time and these losses also affect charge times. Fig 2 illustrates the discharge times of a lead acid battery at various loads expressed in C-rate. F. A C-rate: The C-rate of 1C is also known as a one-hour discharge; 0.5C or C/2 is a two-hour discharge and 0.2C or C/5 is a 5-hour discharge. Some high-performance batteries can be charged and discharged above 1C with moderate stress. Table 1 illustrates typical times at various C-rates. G. State of Charge: The state of charge (SoC) defines the amount of stored energy relative to the total energy storage capacity of the battery. Depending on the battery technology, different methods are used to estimate this value. H. Depth of Discharge: Often referred to as DoD (in %), this parameter expresses the battery capacity that has been discharged relative to the maximum capacity. Each battery technology supports different maximum recommended levels of DoD to minimize its impact on the overall cycle life. I. Cycle Life: The cycle life determines the number of charge/discharge cycles that the battery can experience before it reaches a predetermined energy capacity or other performance criteria. The current rate at which the battery is charged/discharged as well as environmental conditions (e.g., temperature and humidity) and the DoD can affect this number, since it is originally calculated bythe manufacturer based on specific charge and discharge conditions. J. Self-discharge: This parameter defines the reduction in energy capacity of the battery under no-load conditions (e.g., open circuit), because of internal short-circuits and chemical reactions. This parameter can be affected by environmental conditions such as temperature and humidity, as well as the DoD and the battery’s charge/discharge history. Additionally, this parameter is particularly important for long-term shelf storage of batteries.
  • 4. International Journal of Trend in Scientific Research and Development @ www.ijtsrd.com eISSN: 2456-6470 @ IJTSRD | Unique Paper ID – IJTSRD51935 | Volume – 6 | Issue – 6 | September-October 2022 Page 678 K. Round-Trip Efficiency: Due to internal losses and material degradation, not all the energy supplied to the battery during charging can be recovered during discharge. The amount of energy that can be taken from the battery during the discharging process over the energy supplied determines the round-trip efficiency. This efficiency is sensitive to the charging and discharging currents. At higher currents, thermal losses increase and therefore the efficiency is reduced III. Battery parameters Before Objective behind this study is to understand the concept of power flow and control in a typical battery. For this purpose, a Simulink model of battery charging, and discharging has been developed in MATLB Simulink using SimPowerSystem library. The mathematical simulation models of various component from Simulink are utilized to develop the model and study the various dynamics during battery operations such as charging/discharging. Following models have been imported from Simulink library to make the circuit shown in Fig 3. Battery (Li-Ion) DC voltage Source Bi-directional DC-DC converter Common Loads for two different sources Fig 3 Circuit diagram for power flow control between battery and applied DC voltage source Simulink model in Fig. 3 implements a generic battery model for most popular battery types. Temperature and aging (due to cycling) effects can be specified for Lithium-Ion battery type. Fig. 4 shows the battery parameter assumed in MATLAB Simulink. Fig. 4 (a) Discharge parameters (Left) (b) Nominal parameters (right) The characteristics of the battery considered for this purpose is shown in Fig. 5. This includes the discharging characteristics, volt-Ampere-hour characteristics below and above rated current ratings. It has been plotted using MATLAB tool and considering various characteristics. (a) (b) (c) Fig. 5 Characteristics of Li-Ion battery (a) Discharge characteristics with Nominal Currents (b) Discharge characteristics for above and below to the nominal amperes (c) Volt- Ampere characteristics for above and below to the nominal amperes IV. Battery charge control The charging of battery takes place in two different modes: Constant Current (CC) Mode and Constant Voltage (CV) Mode A. Constant Current (CC) Mode In this mode of operation there are two methods to generate the reference current and PWM control signal i.e., Current based control and Voltage based control described below. (a) Current based Control: To study the dynamics of battery charging the circuit of Fig. 3 is built in MATLAB Simulink and simulated to observe the three parameters i.e., SoC (State of Charge), Voltage and Charging Current. A common load is assumed
  • 5. International Journal of Trend in Scientific Research and Development @ www.ijtsrd.com eISSN: 2456-6470 @ IJTSRD | Unique Paper ID – IJTSRD51935 | Volume – 6 | Issue – 6 | September-October 2022 Page 679 which is supplied by two voltage sources i.e., a battery (Li-Ion) and a DC voltage source. To demonstrate the charging of the battery, the batteryoperating current is assumed to be negligible since it is under charging mode. In this mode a reference current is provided which is further utilized as a reference to the PI controller. The output response of the PI controller is utilized by DC- DC pulse width modulation (PWM) block to generate the switching signals for switches (MOSFETs). The PWM signal pulse width is 5 micro-seconds and frequency is 10 kHz. Fig. 6 shows the Simulink blocks for the PI controller and PWM signal generator. Fig 6. Proportional Integral Controller and current based control The Fig. 7 shows the charging characteristics for current based control. The Charging current is the reference current, and it can be clearly observed from the figure that SoC % is increasing for the constant reference current. Fig. 7 Characteristics during battery charging in constant current mode (a) SOC% (top), (b) Reference current (middle) and (c) Voltage of the battery (bottom). From Fig. 7 it can be inferred that the voltage of the battery is also increasing while charging. There are two reference current applied as input at different time instants, firstly 8A and after that 10 A. As the reference current increases the SoC% increases and so the voltage across the battery also increases. Here the reference current is applied externally and not generated internally just to demonstrate the charging of the battery. The permissible maximum current is 22A. The pulse width modulation (PWM) method is used to generate the switching signals for the two MOSFETS. The two signals are complementary to each other as shown in Fig. 8. Fig. 8 The waveform of the PWM switching signals to MOSFETS While charging the battery up to 80% SoC there is hardly any significant difference in modes (CC or CV), while after this point i.e., the mode of charging matters. Now the constant current and constant voltage modes can be observed separately. PI controller gains Reference Current generation method Kp Ki Current Based 0.005 10 Voltage Based 40 2000 Firstly, the open circuit voltage (OCV) at 80% SoC level has been recorded. To get this open circuit the battery and set the SoC % to 80%. The OCV is found to be 25.98 Volts at this SoC level. Table I shows the proportional ( ) and integral gains ( ) for generating the reference current based upon the current based and voltage-based control. (b) Current based Control: In this mode the battery voltage is compared to the OCV i.e., 25.98 and the difference is sent to PI controller to generate the reference current. Fig. 9 shows the schematic of the control for reference current generation and PWM switching according to this current. Fig. 9 Reference current generation using battery voltage
  • 6. International Journal of Trend in Scientific Research and Development @ www.ijtsrd.com eISSN: 2456-6470 @ IJTSRD | Unique Paper ID – IJTSRD51935 | Volume – 6 | Issue – 6 | September-October 2022 Page 680 Fig 10. Reference current, voltage, and state of charge for voltage-based control B. Constant Voltage Mode When the battery gets charged up to 80% of SoC the voltage becomes constant, and the charging enters into constant voltage mode. Fig. 11 Constant voltage mode showing the reference current decreasing as the time increases Due to this the reference current and the battery current starts decreasing as shown in the Fig. 11 while the voltage remains constant. C. Discharge characteristics of the Battery The above circuitry of Fig. 3 is modified to realize the discharging characteristics of the batteryand dynamic parameters are recorded for analysis. Fig. 12 shows the dynamic parameters of a battery while discharging. It includes, the SoC%, Voltage of the battery, current of the battery, and power for source, load, and battery. Fig. 12. Discharge characteristics of a battery with dynamic parameters D. Combined Operation of charging & dis- charging The charging and discharging mode are combined to analyse the results. Fig. 13 shows the dynamic parameters for different mode of charging and Fig. 14 is trend of the key parameters such as SoC%, voltage, reference current during charging and discharging. Fig 13 Simulink Diagram for charging/discharging combined mode of operation The charging and discharging operation are controlled together in this scenario. A logical selector switch is used which compares the signal coming from the source. If this signal is greater than zero, then charging operation is performed else discharging operation executes.
  • 7. International Journal of Trend in Scientific Research and Development @ www.ijtsrd.com eISSN: 2456-6470 @ IJTSRD | Unique Paper ID – IJTSRD51935 | Volume – 6 | Issue – 6 | September-October 2022 Page 681 Fig 14 Dynamic parameters for charging/discharging combined mode of operation From Fig. 14 it can be observed that when a charging command is received then the SoC starts increasing and therefore the voltage of the batteryincreases while when a discharging command is received then the voltage across the battery begins to fall and the SoC % starts decreasing, keeping the voltage across the load at constant level. Cconclusion The battery mathematical model is utilized to study the dynamic behavior of charging and discharging especially for EV applications. The main components involved in this operation are DC-DC switched converter, a load, a DC source, and a Li-Ion battery. The battery characteristics has been summarized and further analyzed while considering different scenarios. The two modes of charging i.e., constant current and constant voltage has been studied. In constant current mode, the reference current generation has been done by two different methods i.e., current based and voltage based. Three scenarios have been simulated and recorded as per the objective i.e., charging alone, discharging and both together considering a command signal. The effective study of charging and discharging of Li-Ion battery is carried out which will provide the readers an in depth insight of the technology. References [1] https://www.iea.org/topics/transport [2] https://en.wikipedia.org/wiki/Electric_vehicle_ battery [3] Deng J, Bae C, Denlinger A, Miller T. Electric vehicles batteries: requirements and challenges. Joule. 2020 Mar 18; 4(3): 511-5. [4] Axeon Receives Order for 50 Zebra Packs for Modec Electric Vehicle; Li-Ion Under Testing". Green Car Congress. 24 November 2016. Retrieved 27 April 2022. [5] R. Haque and M. A. Razzak, "A Buck Converter-based Battery Charging Controller for Electric Vehicles using Modified PIControl System, " 2021 IEEE International IOT, Electronics and Mechatronics Conference (IEMTRONICS), 2021, pp. 1-4, doi: 10.1109/IEMTRONICS52119.2021.9422646. [6] Y. Gasbaoui B, Nasri A, Abdelkhalek O. An efficiency PI speed controller for future electric vehicle in several topology. Procedia Technology. 2016 Jan 1; 22: 501-8. [7] Kutkut NH, Wiegman HL, Divan DM, Novotny DW. Design considerations for charge equalization of an electric vehicle battery system. IEEE Transactions on Industry Applications. 1999 Jan; 35(1): 28-35. [8] Young K, Wang C, Wang LY, Strunz K. Electric vehicle battery technologies. InElectric vehicle integration into modern power networks 2013 (pp. 15-56). Springer, New York, NY. [9] Dhameja S. Electric vehicle battery systems. Elsevier; 2001 Oct 30. [10] Fotouhi A, Auger DJ, Propp K, Longo S, Wild M. A review on electric vehicle battery modelling: From Lithium-ion toward Lithium– Sulphur. Renewable and Sustainable Energy Reviews. 2016 Apr 1; 56: 1008-21.