PROJECT TITLE :

Artificial Neural Network for Control and Grid Integration of Residential Solar Photovoltaic Systems - 2017

ABSTRACT:

Residential solar photovoltaic (PV) energy is changing into an increasingly vital part of the globe's renewable energy. A residential solar PV array is typically connected to the distribution grid through one-phase inverter. Management of the single-phase PV system should maximize the power output from the PV array whereas ensuring overall system performance, safety, reliability, and controllability for interface with the electricity grid. This paper has two main objectives. The first objective is to develop a synthetic neural network (ANN) vector management strategy for an LCL-filter based mostly single-section solar inverter. The ANN controller is trained to implement optimal management, based on approximate dynamic programming. The second objective is to evaluate the performance of the ANN-based mostly solar PV system by simulating the PV system behavior for grid integration and maximum power extraction from solar PV array in a realistic residential PV application and building an experimental solar PV system for hardware validation. The results demonstrate that a residential PV system using the ANN control outperforms the PV system using the traditional commonplace vector management method and proportional resonant control technique in both simulation and hardware implementation. This can be additionally true within the presence of noise, disturbance, distortion, and nonideal conditions.


Did you like this research project?

To get this research project Guidelines, Training and Code... Click Here


MTechProjects.com offering final year Python Based Artificial Intelligence MTech Projects, Artificial Intelligence IEEE Projects, IEEE Artificial Intelligence Projects, Artificial Intelligence MS Projects, Python Based Artificial
PROJECT TITLE :Artificial Neural Network for Control and Grid Integration of Residential Solar Photovoltaic Systems - 2017ABSTRACT:Residential solar photovoltaic (PV) energy is becoming an increasingly vital part of the globe's
PROJECT TITLE :Walking Assistance Using Artificial Primitives: A Novel Bioinspired Framework Using Motor Primitives for Locomotion Assistance Through a Wearable Cooperative ExoskeletonABSTRACT:Bioinspiration in robotics deals
PROJECT TITLE :Optimal sizing of grid integrated hybrid PV-biomass energy system using artificial bee colony algorithmABSTRACT:This study presents an optimal sizing methodology for a stand-alone and grid connected PV-biomass hybrid
PROJECT TITLE :Photocatalytic performance of thermally prepared TiO2/C photocatalysts under artificial solar lightABSTRACT:A simple technique of preparation of artificial solar lightweight-active TiO2 photocatalysts is presented.

Ready to Complete Your Academic MTech Project Work In Affordable Price ?

Project Enquiry