Blockchain for Transactive Energy Marketplace

Ameni Boumaiza*, Antonio Sanfilippo

*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

4 Citations (Scopus)

Abstract

The term 'energy prosumer' refers to a new job category that has emerged with the advent of distributed energy production via residential and commercial photovoltaic (PV) applications. The conventional distinction between energy providers and consumers becomes muddled as a result. For the procedure to be automated, blockchain technology has been used. This will make it easier for consumers, prosumers, and utilities to deal directly with energy safely, conveniently, and cost-effectively. This research aims to provide an agent-based modeling (ABM) simulation framework for energy exchange, exhibiting the anticipated power profiles of families and illustrating the operation of blockchain operations (see Figure. 1). A distributed energy resource (DER) of the transactive energy (TE) type was simulated inside the Education City Community Housing (ECCH) microgrid using a reliable multi-agent framework. Blockchain technology is necessary for this. Current blockchain-based local energy market (LEM) plans depend on precise short-term energy generation forecasts and home consumption to balance supply and demand. The present research evaluated the precision of cutting-edge energy forecasting methods in estimating homes' energy production and consumption. It examined the effects of forecasting mistakes on market results under various supply scenarios. While LSTM models may provide few forecasting errors, the researchers discovered that the prediction process must be changed for a LEM constructed on a blockchain. Since this study tries to predict the timeline of smart meters generally, it sets itself apart from past investigations.

Original languageEnglish
Title of host publication2023 IEEE 32nd International Symposium on Industrial Electronics, ISIE 2023 - Proceedings
PublisherInstitute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)9798350399714
DOIs
Publication statusPublished - 2023
Event32nd IEEE International Symposium on Industrial Electronics, ISIE 2023 - Helsinki, Finland
Duration: 19 Jun 202321 Jun 2023

Publication series

NameIEEE International Symposium on Industrial Electronics
Volume2023-June

Conference

Conference32nd IEEE International Symposium on Industrial Electronics, ISIE 2023
Country/TerritoryFinland
CityHelsinki
Period19/06/2321/06/23

Keywords

  • Blockchain
  • long-term memory (LSTM)
  • market mechanism
  • market simulation
  • short-term energy forecasting

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