Solar Power Prediction, Management And Predictive Maintenance
There is an increasing adoption of renewable energy sources globally. In particular, in India, solar energy plays an increasingly important part of the country’s growth and sustainability. In 2015 the target was raised to 100 GW of solar capacity by 2021.
Akal Academy is a group of academic institutions in Punjab India, that helps students mostly from the deprived sections of society gain access to quality education. There are twelve (12) sites in remote areas of Punjab. The sites were electrified through hybrid solar plants integrated with the grid.
To perform a data mining and knowledge discovery of power quality events associated with the grid that takes place at Akal Academy sites, and
To estimate the solar PV output loss (in kWh) due to these power quality events.
The Project objective
The estimated solar PV output loss (in kWh)
The power quality events associated with the grid that affects solar PV output