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Forecasting at new assets: transfer learning and proxy nodes
How graph-based models and transfer learning can improve price forecasts at new nodes with limited or no historical data The sun rises on...
David Murray
Apr 34 min read
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The impact of transmission outages on predicting nodal congestion
How forecasting algorithms can include upcoming transmission outages to better predict the congestion component of locational marginal...
David Murray
Feb 64 min read
274 views
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Forecast Evaluation: Moving Beyond Metrics to Business Impact
Profit matters most when evaluating forecasting models The most important part of forecasting is how it improves downstream decision...
David Murray
Dec 18, 20244 min read
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Best practices for backtesting trading strategies in power markets
How historical forecasts can support developers and independent power producers to evaluate different trading strategies for their...
David Murray
Oct 17, 20245 min read
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What are wholesale power markets?
A simple overview of the power grid, generation technologies and economic dispatch. T he largest machine in the world is the electric...
David Murray
Jan 18, 20226 min read
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A short history of power markets
The evolution of independent system operators in North America The market for electricity for much of the twentieth century was dominated...
Chris Gervais
Oct 6, 20212 min read
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