Neuro Fuzzy Logic Controlled Parallel Resonance Type Fault Current Limiter to Improve the Fault Ride Through Capability of DFIG Based Wind Farm
Objective
Main objective of this project is to enhance the overall stability of wind farms and allow them to maintain grid-code requirements and enhance the FRT capability of the DFIG based wind farm.
Abstract
In this project, a Neuro Fuzzy Logic Controlled Parallel Resonance Type Fault Current Limiter (NFLC-PRFCL) is proposed to enhance the FRT capability of the DFIG based wind farm. Doubly Fed Induction Generators (DFIGs) are vulnerable to grid related electrical faults. Standards require DFIGs to be disconnected from the grid unless augmented with a Fault Ride Through (FRT) capability.
A Fault Current Limiter (FCL) can enhance the overall stability of wind farms and allow them to maintain grid-code requirements. Theoretical and graphical analysis of the proposed method are carried out by MATLAB/Simulink software. The performance of the NFLC-PRFCL is compared with other documented FCL devices, e.g., the bridge type Fault Current Limiter (BFCL) and the Series Dynamic Braking Resistor (SDBR).
The performance of the NFLC-PRFCL is also compared with that of the existing Fuzzy Logic Controlled Parallel Resonance Fault Current Limiter (FLC-PRFCL). From the simulation results, it is found that the NFLC-PRFCL outperforms its competitors and enables the DFIG to maintain a near-seamless performance during various fault events.
Keywords: Doubly Fed Induction Generator (DFIG), Fault Ride Through (FRT), Fuzzy Logic Controller (FLC), Neuro Fuzzy Logic Controller (NFLC), Parallel Resonance Fault Current Limiter (PRFCL)
NOTE: Without the concern of our team, please don't submit to the college. This Abstract varies based on student requirements.
Block Diagram
Specifications
Software Configuration:
Operating System : Windows 7/8/10
Application Software : Matlab/Simulink
Hardware Configuration:
RAM : 8 GB / 4 GB (Min)
Processor : I3 / I5(Mostly prefer)
Learning Outcomes
- Introduction to Matlab/Simulink
- What is EISPACK & LINPACK
- How to start with MATLAB
- About Matlab language
- About tools & libraries
- Application of Matlab/Simulink
- About Matlab desktop
- Features of Matlab/Simulink
- Basics on Matlab/Simulink
- Introduction to Wind Power Systems
- Introduction to Doubly fed induction generators (DFIGs)
- Introduction to Fault Current Limiter (FCL)
- Introduction to FRT (Fault Ride Through) capability
- Introduction to Neural Network Controller
- Introduction to Fuzzy Logic Controller
- Introduction to power electronic devices
- Introduction to Voltage Source Converters (VSC)
- Introduction to Point of Common Coupling (PCC)
- Introduction to Pulse Width Modulation (PWM),
- Design of PLL.
- How to implement VSC control?
- We can learn about the Grid Side Controlling.
- Introduction to open loop and closed loop control system
- Introduction to series dynamic braking resistor (SDBR).
- Introduction to Voltage Source Converters (VSC)
- We can learn about PI Controllers
- Project Development Skills:
- Problem analyzing skills
- Problem solving skills
- Creativity and imaginary skills
- Programming skills
- Deployment
- Testing skills
- Debugging skills
- Project presentation skills
- Thesis writing skills
Paper Publishing
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Disclaimer - Takeoff Edu Group Projects are not associated or affiliated with IEEE in any way. The IEEE Projects mentioned here are mentioned in the context of student projects, whose ideas are derived from IEEE publications, not projects of or by IEEE.
