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...
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| Format: | Final Year Project (FYP) |
| Language: | English |
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Nanyang Technological University
2020
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| Online Access: | https://hdl.handle.net/10356/140546 |
| _version_ | 1826123548495708160 |
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| author | Lee, Zheng Yi |
| author2 | Soh Cheong Boon |
| author_facet | Soh Cheong Boon Lee, Zheng Yi |
| author_sort | Lee, Zheng Yi |
| collection | NTU |
| 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. |
| first_indexed | 2024-10-01T06:06:28Z |
| format | Final Year Project (FYP) |
| id | ntu-10356/140546 |
| institution | Nanyang Technological University |
| language | English |
| last_indexed | 2024-10-01T06:06:28Z |
| publishDate | 2020 |
| publisher | Nanyang Technological University |
| record_format | dspace |
| spelling | ntu-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 |
| spellingShingle | Engineering::Electrical and electronic engineering Lee, Zheng Yi Game theory based autonomous DSM algorithm design |
| title | 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_short | Game theory based autonomous DSM algorithm design |
| title_sort | game theory based autonomous dsm algorithm design |
| topic | Engineering::Electrical and electronic engineering |
| url | https://hdl.handle.net/10356/140546 |
| work_keys_str_mv | AT leezhengyi gametheorybasedautonomousdsmalgorithmdesign |