Smart Grid
Link to open source: https://github.com/Kushanware/smart-grid.git
This is python based smartgrid project where we made a system that detect electricity theft, meter faults, and energy distribution losses in real time.The system continuously collects electrical data such as voltage, current, and power consumption from smart meters and compares it with transformer-level supply to identify mismatches and abnormal behavior.
Using machine learning techniques, the system learn normal behaviours and consumer electricity consume pattern that indicate illegal uses, meter fault,current spikes. Real time dashboard provide live visualization of all data and have option of download report.
Purspose of the project are now electricity department take inspection to check all this fault but some times take lot of time and some times not get illegal use consumers now smart meter send live meter data to department by that data we can using some Ml cases we find that suspects and problem all show on dashboard which save times.
This build was uploaded as a hackathon project
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