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Fusion of deep learning and machine learning methods for hourly locational marginal price forecast in power systems

Matin Farhoumandi Sheida Bahramirad Ahmed Alabdulwahab Mohammad Shahidehpour Farrokh Rahimi Ali Ipakchi Farrokh Albuyeh Sasan Mokhtari

电力能源汇刊（英文）2025，Vol.4Issue(3)：193-204,12.

电力能源汇刊（英文）2025，Vol.4Issue(3)：193-204,12.DOI:10.23919/IEN.2025.0019

Fusion of deep learning and machine learning methods for hourly locational marginal price forecast in power systems

Matin Farhoumandi ¹Sheida Bahramirad ¹Ahmed Alabdulwahab ²Mohammad Shahidehpour ¹Farrokh Rahimi ³Ali Ipakchi ³Farrokh Albuyeh ³Sasan Mokhtari³

作者信息

1. Robert W.Galvin Center for Electricity Innovation,Illinois Institute of Technology,IL 60616,USA
2. Department of Electrical and Computer Engineering,King Abdulaziz University,Jeddah 21589,Saudi Arabia
3. Open Access Technology International,Inc.(OATI),Bloomington,Min-nesota 55435,USA
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摘要

关键词

Locational marginal price forecasting/machine learning/deep learning/non-conforming net loads/probability of price spikes

Key words

Locational marginal price forecasting/machine learning/deep learning/non-conforming net loads/probability of price spikes

引用本文复制引用

Matin Farhoumandi,Sheida Bahramirad,Ahmed Alabdulwahab,Mohammad Shahidehpour,Farrokh Rahimi,Ali Ipakchi,Farrokh Albuyeh,Sasan Mokhtari..Fusion of deep learning and machine learning methods for hourly locational marginal price forecast in power systems[J].电力能源汇刊（英文）,2025,4(3):193-204,12.

基金项目

This project was funded in part by Grant No.DF-091-135-1441 from the Deanship of Scientific Research(DSR)at King Abdulaziz University in Saudi Arabia. （DSR）

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