Grid Monitoring using Solar SCADA Dataset

摘要

Grid is framed as a planned nationwide network that makes use of information so as to deliver electricity in an efficient, reliable and secure manner. This entire electrical system is very difficult to monitor because any rise or fall of electrical impulses, in this system may result in the damage of highly expensive electrical components, as a result causes failure to an entire system. Therefore, there is dire need of controlling such damage of these synchronous machines and other component appliances so that these failures are avoided, which may result in loss of life and property. We have used various data mining approaches on a SCADA dataset which has been derived from solar electric power plant and is being monitored by grid station. The data pertains to the real time values pertaining to voltage and current. The proposed research uses this real time data for constructing a probabilistic model to respond to the above problem in a very intelligent manner.