Blockchain and machine learning applications for smart grid

With the rise of shifting from a centralised to a decentralised operation and eliminating intermediation by a third party, peer-to-peer has received much popularity in the energy industry. Peer-to-peer (P2P) allows buyers and sellers to transact directly with each other on a P2P network which reduce...

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Main Author: Ng, Danny Chun Wei
Other Authors: Hung Dinh Nguyen
Format: Final Year Project
Language:English
Published: Nanyang Technological University 2022
Subjects:
Online Access:https://hdl.handle.net/10356/157902
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-1579022023-07-07T19:28:54Z Blockchain and machine learning applications for smart grid Ng, Danny Chun Wei Hung Dinh Nguyen School of Electrical and Electronic Engineering hunghtd@ntu.edu.sg Engineering::Electrical and electronic engineering With the rise of shifting from a centralised to a decentralised operation and eliminating intermediation by a third party, peer-to-peer has received much popularity in the energy industry. Peer-to-peer (P2P) allows buyers and sellers to transact directly with each other on a P2P network which reduces operational costs compared to a traditional market. In a traditional energy market, buyers and sellers must buy or sell through an intermediary at a fixed price. Hence restricts the buyers and sellers from buying or selling at the desired price. This project aims to create a double auction energy market with peer-to-peer service on a blockchain. Firstly, double auction market functions were programmed onto smart contracts. Secondly, a private blockchain was created to deploy the smart contract. Finally, a front-end web page was built and integrated with the smart contract to simulate an actual double auction marketplace. Bachelor of Engineering (Electrical and Electronic Engineering) 2022-05-25T06:44:20Z 2022-05-25T06:44:20Z 2022 Final Year Project (FYP) Ng, D. C. W. (2022). Blockchain and machine learning applications for smart grid. Final Year Project (FYP), Nanyang Technological University, Singapore. https://hdl.handle.net/10356/157902 https://hdl.handle.net/10356/157902 en A1073-211 application/pdf Nanyang Technological University
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic Engineering::Electrical and electronic engineering
spellingShingle Engineering::Electrical and electronic engineering
Ng, Danny Chun Wei
Blockchain and machine learning applications for smart grid
description With the rise of shifting from a centralised to a decentralised operation and eliminating intermediation by a third party, peer-to-peer has received much popularity in the energy industry. Peer-to-peer (P2P) allows buyers and sellers to transact directly with each other on a P2P network which reduces operational costs compared to a traditional market. In a traditional energy market, buyers and sellers must buy or sell through an intermediary at a fixed price. Hence restricts the buyers and sellers from buying or selling at the desired price. This project aims to create a double auction energy market with peer-to-peer service on a blockchain. Firstly, double auction market functions were programmed onto smart contracts. Secondly, a private blockchain was created to deploy the smart contract. Finally, a front-end web page was built and integrated with the smart contract to simulate an actual double auction marketplace.
author2 Hung Dinh Nguyen
author_facet Hung Dinh Nguyen
Ng, Danny Chun Wei
format Final Year Project
author Ng, Danny Chun Wei
author_sort Ng, Danny Chun Wei
title Blockchain and machine learning applications for smart grid
title_short Blockchain and machine learning applications for smart grid
title_full Blockchain and machine learning applications for smart grid
title_fullStr Blockchain and machine learning applications for smart grid
title_full_unstemmed Blockchain and machine learning applications for smart grid
title_sort blockchain and machine learning applications for smart grid
publisher Nanyang Technological University
publishDate 2022
url https://hdl.handle.net/10356/157902
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