An Adaptive Power Oscillation Damping Controller for a Hybrid AC/DC Microgrid
Also Available Domains Microgrids
Objective
The main objective of this project is ability to adjust the gain based on the frequency deviation, and ability to handle more non-linearity in the system dynamics
Abstract
In this project, an Adaptive Neuro-Fuzzy Inference System (ANFIS) based POD controller to damp Low-Frequency Oscillations (LFOs) induced by IMs in hybrid AC/DC microgrids is proposed. The proposed supplementary POD controller was embedded to the Energy Storage System (ESS) controller, which provides additional damping power proportional to the frequency deviation.
The following two features namely: 1) ability to adjust the gain based on the frequency deviation, and 2) ability to handle more non-linearity in the system dynamics, make the proposed adaptive ANFIS based POD controller more unique compared to conventional POD controllers.
The effectiveness of the proposed ANFIS-POD controller is verified using non-linear dynamic simulations considering a range of disturbances in a hybrid AC/DC microgrid and different combinations of parallel operating IMs. The proposed system is simulated in MATLAB/SIMULINK.
Keywords: Adaptive Neuro-Fuzzy Inference System (ANFIS), hybrid AC/DC microgrid, Induction Machine (IM), Low Frequency Oscillations (Lfos), Power Oscillation Damping (POD) controller.
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 solar power generation
- Introduction to Wind power generation
- Introduction to power electronics converters
- Introduction to DC-DC Boost Converter
- Introduction to AC-DC Converter
- Introduction to DC-AC Converter
- Introduction to ANFIS Controller
- Introduction to Low Pass Filter
- Introduction to ANFIS _POD Controller
- Introduction to wash-out Filter
- Introduction to POD Controller
- Introduction to PWM techniques
- Design of PLL
- Introduction of battery energy storage system
- Introduction to LCL filter
- Design of solar PV system
- Design of DC-AC Converter
- Design of AC-DC Converter
- Design of DC – DC boost converter
- Design of bidirectional DC -DC converter
- Design of ANFIS Controller
- Design of Voltage source converter
- Design of Park’s transformation
- Design of Clarke’s transformation
- How to works Energy Storage System?
- We can learn about the generation of gate pulses to the converter.
- We can learn about the bidirectional DC -DC converter operation.
- Introduction to controllers.
- Design of PI controller.
- 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
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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.
