New AI tool introduced to help track the electric grid
Pacific Northwest National Laboratory (PNNL) has introduced ChatGrid, an artificial intelligence tool designed to assist utilities in analyzing the vast amount of data used to monitor the electric power grid. Developed by PNNL researchers, ChatGrid enables grid operators to pose questions about the grid and receive easily understandable responses.
The initiative arose from concerns voiced by utility professionals who faced challenges navigating complex data and visualizations during disruptions caused by storms or equipment failures. ChatGrid operates on a publicly available large language model, training extensively on English text to recognize queries and provide statistically relevant answers. To safeguard sensitive grid infrastructure data, researchers compiled grid data into an internal database with labeled columns, allowing ChatGrid to generate visualizations while preserving data security.
The tool is accessible for download on GitHub, with plans to refine it based on user feedback and integrate real-life data for use in control rooms. Ultimately, ChatGrid aims to provide grid operators with intuitive access to complex datasets, facilitating quicker decision-making during grid disruptions.
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