Analysis of Grid-Connected Electric Vehicle Charging by
Using a Constant Current Based ANFIS Controller
Contents:
• Abstract
• Literature review
• Exciting method
• Disadvantages
• Proposed method
• Advantages
• Block diagram
• Applications
• Simulation results
• Conclusion
• Future scope
• references
ABSTRACT
In recent years, there has been a lot of focus on the rise in demand for renewable energy sources.
The electric vehicle (EV) is a key area for meeting this demand.
However, the lengthier charging time is one of the primary roadblocks to EV adoption.
As a result, there is a clear need for EV charging times to be shortened. Electric vehicle (EV) charging at a
constant current can assist in resolving this issue.
As a result, the DC-DC converter plays a crucial role. DC-DC converters are widely used in electrical
equipment like cell phones and laptops.
The prospect of grid-connected constant current charging of electric vehicles using a buck DC-DC
converter and an ANFIS controller is discussed in this research.
ANFIS is simple to set up and does not necessitate extensive mathematical modelling.
The entire model of the system under consideration was developed in MATLAB/Simulink. The simulation
results suggest that the proposed strategy is viable and capable.
Literature review
• M. Tesanovic and S. Vadgama, prposes a novel pollution-aware approach for intelligent
switching between electric and conventional propulsion in hybrid electric vehicles
(HEVs). The switching is based on pollution information and pollution control zones
location and size, combined with travel route and destination information, estimated
travel distance on current charge level of battery and, in certain instances, with traffic
congestion information, thereby enabling the journey to be completed such that adequate
battery charge is available to transit all relevant pollution control zones in Smart Cities of
the future. Additionally we outline a method for inferring the mode (specific
combination of power or fuel sources) an HEV is running in, using roadside thermal
cameras, enabling efficient enforcement of low-emission zones in future Smart Cities.
Cont.…
• P. Goli and W. Shireen, Present the proliferation in the number of PHEVs the demand on
the electric grid increases appreciably. A smart charging station is proposed in which the
charging of the PHEVs is controlled in such a way that the impact of charging during peak
load period is not felt on the grid. The power needed to charge the plug in hybrids comes
from grid-connected photovoltaic (PV) generation or the utility or both. The three way
interaction between the PV, PHEVs and the grid ensures optimal usage of available power,
charging time and grid stability. The system designed to achieve the desired objective
consists of a photovoltaic system, DC/DC boost converter, DC/AC bi-directional converter
and DC/DC buck converter. The output of DC/DC boost converter and input of DC/AC bi-
directional converter share a common DC link. A unique control strategy based on DC link
voltage sensing is proposed for the above system for efficient transfer of energy.
Cont.…
• R. Shi, S. Semsar, and P. W. Lehn, Existing integrated chargers are configured to charge
from single- or three-phase ac networks. With the rapid emergence of dc grids, there is
growing interest in the development of high-efficiency low-cost integrated chargers interfaced
with dc power outlets. This paper introduces a new integrated charger offering electric vehicle
fast charging from emerging dc distribution networks. In absence of a dc grid, the charger can
alternatively be fed from a simple uncontrolled rectifier. The proposed charger leverages the
dual-inverter topology previously developed for high-speed drive applications. By connecting
the charger inlet to the differential ends of the traction inverters, charging is enabled for a
wide battery voltage range previously unattainable using an integrated charger based on the
single traction drive. An 11-kW experimental setup demonstrates rapid charging using
constant current control and energy balancing of dual storage media. To minimize the
harmonic impact of the charger on the dc distribution network, a combination of
complementary and interleaved switching methods is demonstrated.
Cont.…
• L. Tan, B. Wu, S. Rivera, and V. Yaramasu, With the increasing popularity of electric vehicles,
there is an urgent demand to shorten the charging time, so the development of high-power charging
stations with fast chargers is necessary to alleviate range anxiety for drivers. The charging station
based on the neutral-point-clamped (NPC) converter can bring many merits, but it has unbalanced
power problems in the bipolar dc bus. To solve this issue, comprehensive dc power balance
management (PBM) in conjunction with high-power three-level dc-dc converter based fast charger is
proposed in this paper. The active dc power balance management (APBM) is proposed to assist the
central NPC converter in balancing power so that the additional balancing circuit is eliminated; while
the passive dc power balance management (PPBM) is proposed to eliminate the fluctuating neutral-
point currents and to ensure the balanced operation of fast chargers. The principles of APBM and
PPBM are researched, the efficient integration between them is studied, and the overall control
scheme for the fast charger is proposed. The power balance limits of APBM are explored, while the
circulating currents of PPBM are analyzed. Simulation and experimental results are presented to
Existing METHOD
The possibility of grid connected constant current charging of EV
with buck DC-DC converter through fuzzy logic control (FLC).
Drawbacks
• Increase charging time more in EV’s.
• No fine controlling.
• Leads to instability of the system.
• Due to more time of charging the battery gets heated.
BLOCK DIAGRAM
Fig: Circuit diagram
Proposed METHOD
The possibility of grid connected constant current charging of EV
with buck DC-DC converter through ANFIS controller
Advantages…
Reduces charging time in EV’s.
Easy to implement.
It is also highly reliable and robust to change in circuit parameters
Evaluate accurate parameters
BLOCK DIAGRAM
Fig: Circuit diagram
Simulation results
Dc regulator
Schematic diagram
Using fuzzy logic controller
Current error
INPUT OUTPUT
HI HO
LI LO
Duty cycle
Rules table
Dc link voltage Vdc
Battery voltage Battery current
State of charge Reference dc link voltage
Using ANFIS controller
Dc regulator
Schematic diagram
ANFIS controller with DC-DC converter Current error
Duty cycle
Rules table
DC link voltage Vdc
INPUT OUTPUT
HI HO
LI LO
Battery voltage Battery current
State of charge
Feature scope
• The future scope of this project is implemented with the advanced controllers like
• Fuzzy-pi controller
• Neural network controller
• By using these controllers the system performance and efficiency may be
increased compared to our proposed anfis controller method.
Conclusion
• In this paper, the complete model of EV charging system with the utilization of
Anfis controller is presented.
• The complete simulation model has been developed in MATLAB/Simulink.
• The achieved simulation results show how easy Anfis can be used in EV charging
without the requirement for any tuning like with fuzzy logic controller.
• In perspective of this work, simulation of the proposed scheme can be performed.
THANK YOU

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Project Batch work for b.texh students ece

  • 1. Analysis of Grid-Connected Electric Vehicle Charging by Using a Constant Current Based ANFIS Controller
  • 2. Contents: • Abstract • Literature review • Exciting method • Disadvantages • Proposed method • Advantages • Block diagram • Applications • Simulation results • Conclusion • Future scope • references
  • 3. ABSTRACT In recent years, there has been a lot of focus on the rise in demand for renewable energy sources. The electric vehicle (EV) is a key area for meeting this demand. However, the lengthier charging time is one of the primary roadblocks to EV adoption. As a result, there is a clear need for EV charging times to be shortened. Electric vehicle (EV) charging at a constant current can assist in resolving this issue. As a result, the DC-DC converter plays a crucial role. DC-DC converters are widely used in electrical equipment like cell phones and laptops. The prospect of grid-connected constant current charging of electric vehicles using a buck DC-DC converter and an ANFIS controller is discussed in this research. ANFIS is simple to set up and does not necessitate extensive mathematical modelling. The entire model of the system under consideration was developed in MATLAB/Simulink. The simulation results suggest that the proposed strategy is viable and capable.
  • 4. Literature review • M. Tesanovic and S. Vadgama, prposes a novel pollution-aware approach for intelligent switching between electric and conventional propulsion in hybrid electric vehicles (HEVs). The switching is based on pollution information and pollution control zones location and size, combined with travel route and destination information, estimated travel distance on current charge level of battery and, in certain instances, with traffic congestion information, thereby enabling the journey to be completed such that adequate battery charge is available to transit all relevant pollution control zones in Smart Cities of the future. Additionally we outline a method for inferring the mode (specific combination of power or fuel sources) an HEV is running in, using roadside thermal cameras, enabling efficient enforcement of low-emission zones in future Smart Cities.
  • 5. Cont.… • P. Goli and W. Shireen, Present the proliferation in the number of PHEVs the demand on the electric grid increases appreciably. A smart charging station is proposed in which the charging of the PHEVs is controlled in such a way that the impact of charging during peak load period is not felt on the grid. The power needed to charge the plug in hybrids comes from grid-connected photovoltaic (PV) generation or the utility or both. The three way interaction between the PV, PHEVs and the grid ensures optimal usage of available power, charging time and grid stability. The system designed to achieve the desired objective consists of a photovoltaic system, DC/DC boost converter, DC/AC bi-directional converter and DC/DC buck converter. The output of DC/DC boost converter and input of DC/AC bi- directional converter share a common DC link. A unique control strategy based on DC link voltage sensing is proposed for the above system for efficient transfer of energy.
  • 6. Cont.… • R. Shi, S. Semsar, and P. W. Lehn, Existing integrated chargers are configured to charge from single- or three-phase ac networks. With the rapid emergence of dc grids, there is growing interest in the development of high-efficiency low-cost integrated chargers interfaced with dc power outlets. This paper introduces a new integrated charger offering electric vehicle fast charging from emerging dc distribution networks. In absence of a dc grid, the charger can alternatively be fed from a simple uncontrolled rectifier. The proposed charger leverages the dual-inverter topology previously developed for high-speed drive applications. By connecting the charger inlet to the differential ends of the traction inverters, charging is enabled for a wide battery voltage range previously unattainable using an integrated charger based on the single traction drive. An 11-kW experimental setup demonstrates rapid charging using constant current control and energy balancing of dual storage media. To minimize the harmonic impact of the charger on the dc distribution network, a combination of complementary and interleaved switching methods is demonstrated.
  • 7. Cont.… • L. Tan, B. Wu, S. Rivera, and V. Yaramasu, With the increasing popularity of electric vehicles, there is an urgent demand to shorten the charging time, so the development of high-power charging stations with fast chargers is necessary to alleviate range anxiety for drivers. The charging station based on the neutral-point-clamped (NPC) converter can bring many merits, but it has unbalanced power problems in the bipolar dc bus. To solve this issue, comprehensive dc power balance management (PBM) in conjunction with high-power three-level dc-dc converter based fast charger is proposed in this paper. The active dc power balance management (APBM) is proposed to assist the central NPC converter in balancing power so that the additional balancing circuit is eliminated; while the passive dc power balance management (PPBM) is proposed to eliminate the fluctuating neutral- point currents and to ensure the balanced operation of fast chargers. The principles of APBM and PPBM are researched, the efficient integration between them is studied, and the overall control scheme for the fast charger is proposed. The power balance limits of APBM are explored, while the circulating currents of PPBM are analyzed. Simulation and experimental results are presented to
  • 8. Existing METHOD The possibility of grid connected constant current charging of EV with buck DC-DC converter through fuzzy logic control (FLC).
  • 9. Drawbacks • Increase charging time more in EV’s. • No fine controlling. • Leads to instability of the system. • Due to more time of charging the battery gets heated.
  • 11. Proposed METHOD The possibility of grid connected constant current charging of EV with buck DC-DC converter through ANFIS controller
  • 12. Advantages… Reduces charging time in EV’s. Easy to implement. It is also highly reliable and robust to change in circuit parameters Evaluate accurate parameters
  • 14. Simulation results Dc regulator Schematic diagram Using fuzzy logic controller
  • 16. INPUT OUTPUT HI HO LI LO Duty cycle Rules table Dc link voltage Vdc
  • 18. State of charge Reference dc link voltage
  • 19. Using ANFIS controller Dc regulator Schematic diagram
  • 20. ANFIS controller with DC-DC converter Current error
  • 21. Duty cycle Rules table DC link voltage Vdc INPUT OUTPUT HI HO LI LO
  • 24. Feature scope • The future scope of this project is implemented with the advanced controllers like • Fuzzy-pi controller • Neural network controller • By using these controllers the system performance and efficiency may be increased compared to our proposed anfis controller method.
  • 25. Conclusion • In this paper, the complete model of EV charging system with the utilization of Anfis controller is presented. • The complete simulation model has been developed in MATLAB/Simulink. • The achieved simulation results show how easy Anfis can be used in EV charging without the requirement for any tuning like with fuzzy logic controller. • In perspective of this work, simulation of the proposed scheme can be performed.