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What is Combining Sister Forecasts for Load Accuracy about?

This document summarizes a research report that investigates improving the accuracy of short-term load forecasts by combining related forecasts, called "sister forecasts", which are generated from similar regression models using different variable selection processes. Eight combination schemes are considered: three averaging methods, four regression-based schemes, and one performance-based approach. Analysis of two case studies using public data demonstrates that combining sister forecasts outperforms bench

Author

jbsimha3629

Language

EN