Economic power dispatch optimization
With increasing demands for power and increasing energy scarcity, it is essential that power generation should be as efficient as possible. The power dispatch problem is a real-world power system problem that aims to schedule a given set of generators to meet the power load demand while fulfilling a...
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| 格式: | Final Year Project (FYP) |
| 语言: | English |
| 出版: |
2017
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| 在线阅读: | http://hdl.handle.net/10356/71643 |
| _version_ | 1826119045749932032 |
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| author | Ng, Chi Ting |
| author2 | Ponnuthurai Nagaratnam Suganthan |
| author_facet | Ponnuthurai Nagaratnam Suganthan Ng, Chi Ting |
| author_sort | Ng, Chi Ting |
| collection | NTU |
| description | With increasing demands for power and increasing energy scarcity, it is essential that power generation should be as efficient as possible. The power dispatch problem is a real-world power system problem that aims to schedule a given set of generators to meet the power load demand while fulfilling a given set of constraints. With equality and inequality constraints, the power dispatch problem is a highly non-linear optimization problem that requires powerful evolutionary algorithms to solve. In this paper, a form of evolutionary algorithm known as differential evolution is used to minimize the transmission loss in a power system. Variations of the standard differential evolution, such as SHADE, L-SHADE and L-SHADE EpSin, are also applied. |
| first_indexed | 2024-10-01T04:53:37Z |
| format | Final Year Project (FYP) |
| id | ntu-10356/71643 |
| institution | Nanyang Technological University |
| language | English |
| last_indexed | 2024-10-01T04:53:37Z |
| publishDate | 2017 |
| record_format | dspace |
| spelling | ntu-10356/716432023-07-07T17:18:42Z Economic power dispatch optimization Ng, Chi Ting Ponnuthurai Nagaratnam Suganthan School of Electrical and Electronic Engineering DRNTU::Engineering::Electrical and electronic engineering With increasing demands for power and increasing energy scarcity, it is essential that power generation should be as efficient as possible. The power dispatch problem is a real-world power system problem that aims to schedule a given set of generators to meet the power load demand while fulfilling a given set of constraints. With equality and inequality constraints, the power dispatch problem is a highly non-linear optimization problem that requires powerful evolutionary algorithms to solve. In this paper, a form of evolutionary algorithm known as differential evolution is used to minimize the transmission loss in a power system. Variations of the standard differential evolution, such as SHADE, L-SHADE and L-SHADE EpSin, are also applied. Bachelor of Engineering 2017-05-18T03:28:54Z 2017-05-18T03:28:54Z 2017 Final Year Project (FYP) http://hdl.handle.net/10356/71643 en Nanyang Technological University 46 p. application/pdf |
| spellingShingle | DRNTU::Engineering::Electrical and electronic engineering Ng, Chi Ting Economic power dispatch optimization |
| title | Economic power dispatch optimization |
| title_full | Economic power dispatch optimization |
| title_fullStr | Economic power dispatch optimization |
| title_full_unstemmed | Economic power dispatch optimization |
| title_short | Economic power dispatch optimization |
| title_sort | economic power dispatch optimization |
| topic | DRNTU::Engineering::Electrical and electronic engineering |
| url | http://hdl.handle.net/10356/71643 |
| work_keys_str_mv | AT ngchiting economicpowerdispatchoptimization |