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Demand Side Management In Smart Grid Using Big Data Analytics, Sidhant Chatterjee
Demand Side Management In Smart Grid Using Big Data Analytics, Sidhant Chatterjee
All Graduate Plan B and other Reports, Spring 1920 to Spring 2023
Smart Grids are the next generation electrical grid system that utilizes smart meter-ing devices and sensors to manage the grid operations. Grid management includes the prediction of load and and classification of the load patterns and consumer usage behav-iors. These predictions can be performed using machine learning methods which are often supervised. Supervised machine learning signifies that the algorithm trains the model to efficiently predict decisions based on the previously available data.
Smart grids are employed with numerous smart meters that send user statistics to a central server. The data can be accumulated and processed using data mining and machine …