Short-Term Power Forecasting Using LSTMs and Linear Regression
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Updated
Apr 3, 2020 - Jupyter Notebook
Short-Term Power Forecasting Using LSTMs and Linear Regression
Does renewable and energy storage integration green the electric grid ?
Get logging data from Solis/Ginlong Inverter, upload it automatically to pvoutput.org
Wind Power Generation Forecasting using Machine Learning A data-driven forecasting project that uses machine learning models to predict wind power generation based on historical energy and weather data. Includes preprocessing, EDA, model training, and performance evaluation—all inside a well-documented Jupyter Notebook.
From carts to steam and hydrocarbon vehicles, mankind is now entering a new phase of transportation. Electric Vehicles are set to takeover this decade as the primary type of vehicle on our roads.
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Turkey power plants have been visualized starting from 2010. Number and installed mechanical power of power plants depending on the provinces are accessible with power plant types.
Modelling of Automatic Generation Control of Two area power system in MATLAB/Simulink.
India's realtime Power Generation Data by type of generation, state, day
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Real-time turbine anomaly detection with LLM root cause analysis | Isolation Forest + Mistral 7B
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Thermal power generation data APIs providing access to plant-level operational metrics, fuel consumption, heat rates, and generating capacity for coal, natural gas, petroleum, and nuclear power plants in the United States. Primary data source is the U.S. Energy Information Administration (EIA) Open Data API.
WalrusTurbine is a procedural engine for making mostly 3D printable mobile hydroelectric power generators.
This work optimizes the maintenance schedule for a set of generators in a power network using integer linear programming (ILP).
Regal Beloit was a global manufacturer of electric motors, electrical motion controls, power generation, and power transmission products before merging with Rexnord's Process & Motion Control segment in October 2021 to form Regal Rexnord Corporation.
Public Service Enterprise Group (PSEG) is a publicly traded diversified energy holding company headquartered in Newark, New Jersey. Through its subsidiaries including PSE&G and PSEG Power, the company provides regulated electric and natural gas distribution and operates electric power generation across the northeastern United States.
Calpine Corporation was a major U.S. energy company headquartered in Houston, Texas, and was the largest generator of electricity from natural gas and geothermal energy in the United States.
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