Robust Multi-Step Predictor for Electricity Markets with Real-Time Pricing

Robust Multi-Step Predictor for Electricity Markets with Real-Time Pricing

Real-time electricity pricing mechanisms are emerging as a key component of the smart grid. However, prior work has not fully addressed the challenges of multi-step prediction (Predicting multiple time steps into the future) that is accurate, robust and real-time. This paper proposes a novel Artific...

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Bibliographic Details
Main Authors: Sachin Kahawala, Daswin De Silva, Seppo Sierla, Damminda Alahakoon, Rashmika Nawaratne, Evgeny Osipov, Andrew Jennings, Valeriy Vyatkin
Format: Article
Language:English
Published: MDPI AG 2021-07-01
Series:Energies
Subjects:
demand response
real-time pricing
prosumers
electricity price forecasting
particle swarm optimization
Online Access:https://www.mdpi.com/1996-1073/14/14/4378

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https://www.mdpi.com/1996-1073/14/14/4378

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