Bøker av Manali Chakraborty

An Intelligent Framework for Smart Power Grid refers to a system that uses advanced technologies such as artificial intelligence, machine learning, and data analytics to optimize the operation and management of an electricity grid. It aims to improve efficiency, reliability, and sustainability of the power grid by monitoring, predicting and controlling the flow of electricity in real-time, reducing energy waste and preventing blackouts. This framework is expected to help create a smarter, more efficient and resilient power grid.¿Predictive maintenance: The framework uses predictive analytics to identify potential equipment failures before they occur, reducing downtime and maintenance costs.Grid optimization: By analyzing data from various sources, the framework can optimize the use of available resources, reducing energy waste and increasing the grid's overall efficiency.Real-time monitoring: The framework provides real-time monitoring of the grid's performance, enabling quick response to changes in demand and preventing blackouts.Demand response: The framework enables dynamic management of electricity demand, reducing peak demand and avoiding overloading the grid during high usage periods.Integration of renewable energy: The framework facilitates the integration of renewable energy sources into the grid, increasing the grid's sustainability and reducing dependence on fossil fuels.