Projects per year
Abstract
This paper describes the creation of a new role - Energy Prosumer. It considers instances when generated energy is distributed via commercial PV and home usage. The authors explore how a blockchain system can improve the process of electricity exchange and show a prediction of the households' power profiles with the blockchain process. An original multi-agent system was designed and tested with Transactive Energy (TE) and Distributed Energy Resources (DER). The prediction process of blockchain-based LEMs is usually accepted as given, but it needs to be reliable for effective LEMs. Therefore, an LSTM forecasting model is proposed for reliable prediction results, and this model was implemented in the blockchain system. Results show that the proposed LEMs could deliver excellent and stable predictions and efficient blockchain architecture. Generally, this study has demonstrated how blockchain can improve electricity exchange and the advantages of reliable short-term forecasts. The outcomes could provide an effective way to manage electricity exchange and production.11Some of the material discussed in this paper is the advanced results of work previously described in [2] and [11].
Original language | English |
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Title of host publication | 2023 IEEE International Conference on Industrial Technology, ICIT 2023 |
Publisher | Institute of Electrical and Electronics Engineers Inc. |
ISBN (Electronic) | 9798350336504 |
DOIs | |
Publication status | Published - 2023 |
Event | 2023 IEEE International Conference on Industrial Technology, ICIT 2023 - Orlando, United States Duration: 4 Apr 2023 → 6 Apr 2023 |
Publication series
Name | Proceedings of the IEEE International Conference on Industrial Technology |
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Volume | 2023-April |
Conference
Conference | 2023 IEEE International Conference on Industrial Technology, ICIT 2023 |
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Country/Territory | United States |
City | Orlando |
Period | 4/04/23 → 6/04/23 |
Keywords
- Blockchain
- Short-term energy forecasting
- long short-term memory (LSTM)
- market mechanism
- market simulation
Fingerprint
Dive into the research topics of 'Energy Prosumer for Local Energy Marketplace'. Together they form a unique fingerprint.Projects
- 1 Finished
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EX-QNRF-NPRPS-15: A Blockchain Community Solar Ecosystem for Qatar
Sanfilippo, A. P. (Lead Principal Investigator), Che Wanik, M. Z. (Principal Investigator), Boumaiza, A. (Principal Investigator), Fellow, P. D. (Post Doctoral Fellow) & BOSCOVIC, P. D. (Post Doctoral Fellow)
15/03/21 → 15/09/24
Project: Applied Research