Novel Hybrid Fuzzy Rule based Energy Management for Grid connected Hybrid Energy Storage System
Also Available Domains |Hybrid Systems
Objective
This main objective of this project is to develop an effective energy management strategy (EMS) for a hybrid energy storage system (HESS) composed of batteries and supercapacitors. This EMS aims to optimize power allocation between the battery and supercapacitor, enhance the dynamic response of the system, stabilize the DC bus voltage, and extend the lifespan of the battery.
Abstract
This paper proposes a novel EMS based on a combination of rule-based EMS and a fuzzy logic controller. In order to optimal power allocation between the battery and SC, the filter cut-off frequency is tuned by the use of a fuzzy logic controller. In addition, to increase the dynamic response of the HESS in stabilizing the DC bus voltage, sliding mode control (SMC) is used. The effective control of the storage system has great importance in maintaining the balance between generation and demand to regulate the bus voltage in the DC microgrid. For this purpose, by using the battery/super-capacitor (SC) hybrid energy storage system (HESS), more goals can be achieved, such as increasing the dynamic response of the system and increasing the battery. HESS in stabilizing the DC bus voltage, sliding mode control (SMC) is used. The performance of the proposed EMS is validated by simulation results that are carried out in by using Matlab Simulink software 2018a
Keywords: DC microgrid, Energy management, Hybrid energy storage system, sliding mode control.
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
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 hybrid energy storage system
· Introduction to dc micro grid
· Introduction to fuzzy controller
· Introduction to sliding mode control
· Project Development Skills:
o Problem analyzing skills
o Problem solving skills
o Creativity and imaginary skills
o Programming skills
o Deployment
o Testing skills
o Debugging skills
o Project presentation skills
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