Game theory based autonomous DSM algorithm design

With how fast the world is evolving nowadays, there is an ever-continuous increasing need for energy and a higher demand for energy. This increase in demand creates challenges for utilities as thy would have to match this increase in demand and generate sufficient amount of electricity. Hence, it is...

Full description

Saved in:
Bibliographic Details
Main Author: Lee, Zheng Yi
Other Authors: Soh Cheong Boon
Format: Final Year Project
Language:English
Published: Nanyang Technological University 2020
Subjects:
Online Access:https://hdl.handle.net/10356/140546
Tags: Add Tag
No Tags, Be the first to tag this record!
Institution: Nanyang Technological University
Language: English
id sg-ntu-dr.10356-140546
record_format dspace
spelling sg-ntu-dr.10356-1405462023-07-07T18:47:15Z Game theory based autonomous DSM algorithm design Lee, Zheng Yi Soh Cheong Boon School of Electrical and Electronic Engineering ecbsoh@ntu.edu.sg Engineering::Electrical and electronic engineering With how fast the world is evolving nowadays, there is an ever-continuous increasing need for energy and a higher demand for energy. This increase in demand creates challenges for utilities as thy would have to match this increase in demand and generate sufficient amount of electricity. Hence, it is important to use Demand Side Management (DSM) to help to utilise our current energy in a more efficient manner In this project, we will be designing an autonomous DSM algorithm with the help of game theory. Currently, there are existing DSM programs, however this programs usually requires consumers to reveal their private data. The aim of the project is to design an autonomous DSM algorithm that will help to produce a more desirable demand curve while protecting the private data of consumers. This project would made use of MATLAB for the simulation and presentation of results. Bachelor of Engineering (Electrical and Electronic Engineering) 2020-05-30T11:10:29Z 2020-05-30T11:10:29Z 2020 Final Year Project (FYP) https://hdl.handle.net/10356/140546 en 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
Lee, Zheng Yi
Game theory based autonomous DSM algorithm design
description With how fast the world is evolving nowadays, there is an ever-continuous increasing need for energy and a higher demand for energy. This increase in demand creates challenges for utilities as thy would have to match this increase in demand and generate sufficient amount of electricity. Hence, it is important to use Demand Side Management (DSM) to help to utilise our current energy in a more efficient manner In this project, we will be designing an autonomous DSM algorithm with the help of game theory. Currently, there are existing DSM programs, however this programs usually requires consumers to reveal their private data. The aim of the project is to design an autonomous DSM algorithm that will help to produce a more desirable demand curve while protecting the private data of consumers. This project would made use of MATLAB for the simulation and presentation of results.
author2 Soh Cheong Boon
author_facet Soh Cheong Boon
Lee, Zheng Yi
format Final Year Project
author Lee, Zheng Yi
author_sort Lee, Zheng Yi
title Game theory based autonomous DSM algorithm design
title_short Game theory based autonomous DSM algorithm design
title_full Game theory based autonomous DSM algorithm design
title_fullStr Game theory based autonomous DSM algorithm design
title_full_unstemmed Game theory based autonomous DSM algorithm design
title_sort game theory based autonomous dsm algorithm design
publisher Nanyang Technological University
publishDate 2020
url https://hdl.handle.net/10356/140546
_version_ 1772827439316074496