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A Collaborative Multi-Component Optimization Model Based on Pattern Sequence Similarity for Electricity Demand Prediction

Published in IEEE Transactions on Emerging Topics in Computational Intelligence • Sep 9, 2024
Authors:
Xiaoyong Tang
,
J. Zhang
,
Ronghui Cao

Abstract

In the new electricity market, the accurate electricity demand prediction can make high possible profit. However, electricity consumption data exhibits nonlinearity, high volatility, and susceptibility to various factors. Most existing prediction schemes inadequately account for these traits, result...

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