Simulation and Analysis of Single-Stage Grid-Connected Solar PV System Using ANN

Singh, Mukul; Singh, Omveer; Ansari, Mubashshir Ahmad; Singh, Vishwamitra

doi:10.1007/978-981-19-0252-9_34

Cited by 1 publication

(1 citation statement)

References 27 publications

Supporting

Mentioning

Contrasting

Order By: Relevance

“…It ensures optimal charging and prevents damage to the batteries. The type of charge controller (PWM or MPPT) should be selected based on the size and configuration of the solar panel array [33,34]. The inverter converts DC power from the batteries to AC power for use with household appliances.…”

Section: Literature Reviewmentioning

confidence: 99%

MPPT for Microgrid Connected PV System using ANN, InCond and P&O Techniques

Singh¹,

Singh²,

Ansari³

2023

IJFMR

View full text Add to dashboard Cite

The paper examines MPPT algorithms based on P&O, InCond, and ANN with a boost converter that supplies constant output to the load in a PV stand-alone system operating under varying irradiance conditions. To generate the duty cycle of a converter, the Perturb and Observe (P&O), Incremental Conductance (InCond), and Artificial Neural Network (ANN) algorithms are utilised. MATLAB and Simulink are used to conduct simulation research on the PV system. As the world approaches an alarming energy crisis, the demand for renewable energy sources increases daily. India is aiming to develop 20 GW of solar power by the year 2022. In a tropical nation like ours, solar energy is an essential source of energy. The principal issue with solar PV systems is their low efficiency and high initial investment. In this research paper, we discuss the various varieties of MPPT techniques in order to devise a method for obtaining the utmost possible output from a PV module and supplying it to the grid in order to increase the overall efficacy.

show abstract

Section: Literature Reviewmentioning

confidence: 99%