Authors:-Â Rayees AhmadWani,Baljit Kaur
Abstract :-Nuclear reactors' benefits and expenses, and other their associated impacts, are determined by their technology and the amount of electricity they create. Most nations, especially emerging ones where electricity output is expected to grow significantly, do not disclose plant-level generating statistics. The Global Power Plant Database uses this technical information to estimate the yearly energy generation of power plants. Breeze, light, power (hydro), and gas energy plants are examples of diverse fuel sources. We employ different estimating models. Statistical regression and machine learning techniques are used in the process. Plant-level parameters, as with the size of the facility and the liquefied petroleum gas used, as well as Variables at the regional scale, such as the total performance per kilo of installed power, are explanatory variables. We demonstrate this. For wind, solar, and hydro plants, fuel-specific models can deliver more accurate results. Natural gas plant estimates are also improving, although the margin of error remains considerable, especially for smaller facilities
Keywords: - Nuclear Reactors, Electricity, Global Power Plant, Hydro, Wind, Tidal, Solar, Natural Gas, Fossil Fuels.
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