Machine Learning Based Energy Monitoring & Prediction of Utilization

With the Rapid increase in population, the power generation and transmission is also increasing exponentially. But along with that, the management of power also becomes equally important and we need to have an apt system to encounter voltage fluctuation and power outages. The major reason behind these things is uneven load sharing at different instances in a day. If the power outage is recorded at every instance, using the real time data we can easily find out the peak time of that locality. We can change the rate of power usage that will naturally lead to more balance load throughout. Moreover, using machine learning algorithm, long short term memory, we can predict the utilization of each particular household using our own database created in the due course. This helps us not only is maintain but the loss of power in access production is also reduced. Also, the whole process is done on the cloud where the authorities can access and see the graphical representation of it.