PEMBEBANAN EKONOMIS DENGAN PENGENDALIAN EMISI PADA PEMBANGKIT TERMIS MENGGUNAKAN ALGORITMA EVOLUSI DIFERENSIAL
Economic load dispatch is one of the main functions in electrical power system operation, management and planning. The main objective of economic load dispatch is to minimize the total production cost of the generating system while the required equality and inequality constraints must be satisfied....
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| Format: | Thesis |
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[Yogyakarta] : Universitas Gadjah Mada
2014
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| _version_ | 1797035020764839936 |
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| author | , AFNER SAUT SINAGA , Prof. Dr. Ir. Hamzah Berahim, M.T. |
| author_facet | , AFNER SAUT SINAGA , Prof. Dr. Ir. Hamzah Berahim, M.T. |
| author_sort | , AFNER SAUT SINAGA |
| collection | UGM |
| description | Economic load dispatch is one of the main functions in electrical power
system operation, management and planning. The main objective of economic
load dispatch is to minimize the total production cost of the generating system
while the required equality and inequality constraints must be satisfied.
Nowadays, with the increasing of public awareness of the environmental pollution
caused by fossil-fired generating units, have emphasized the minimization of
pollution in electrical power system.
In this research, price penalty factor method is applied to convert
multiobjective optimization problem in to singleobjective problem. This research
has given a simple and effective approach to obtain optimal solution with a
Differential Evolution algorithm. The feasibility of the proposed method is
demonstrated on small scale 3-units and 6-units. Test on large scale 40-units also
demonstrated using MATLAB language programming.
The results shown that the algorithm capable and effective ini finding the
optimal value on small scale test units on this multiobjective optimization
problem and find the compromise value between fuel cost and total emission on
the large scale test units. |
| first_indexed | 2024-03-13T23:22:09Z |
| format | Thesis |
| id | oai:generic.eprints.org:128648 |
| institution | Universiti Gadjah Mada |
| last_indexed | 2024-03-13T23:22:09Z |
| publishDate | 2014 |
| publisher | [Yogyakarta] : Universitas Gadjah Mada |
| record_format | dspace |
| spelling | oai:generic.eprints.org:1286482016-03-04T07:51:41Z https://repository.ugm.ac.id/128648/ PEMBEBANAN EKONOMIS DENGAN PENGENDALIAN EMISI PADA PEMBANGKIT TERMIS MENGGUNAKAN ALGORITMA EVOLUSI DIFERENSIAL , AFNER SAUT SINAGA , Prof. Dr. Ir. Hamzah Berahim, M.T. ETD Economic load dispatch is one of the main functions in electrical power system operation, management and planning. The main objective of economic load dispatch is to minimize the total production cost of the generating system while the required equality and inequality constraints must be satisfied. Nowadays, with the increasing of public awareness of the environmental pollution caused by fossil-fired generating units, have emphasized the minimization of pollution in electrical power system. In this research, price penalty factor method is applied to convert multiobjective optimization problem in to singleobjective problem. This research has given a simple and effective approach to obtain optimal solution with a Differential Evolution algorithm. The feasibility of the proposed method is demonstrated on small scale 3-units and 6-units. Test on large scale 40-units also demonstrated using MATLAB language programming. The results shown that the algorithm capable and effective ini finding the optimal value on small scale test units on this multiobjective optimization problem and find the compromise value between fuel cost and total emission on the large scale test units. [Yogyakarta] : Universitas Gadjah Mada 2014 Thesis NonPeerReviewed , AFNER SAUT SINAGA and , Prof. Dr. Ir. Hamzah Berahim, M.T. (2014) PEMBEBANAN EKONOMIS DENGAN PENGENDALIAN EMISI PADA PEMBANGKIT TERMIS MENGGUNAKAN ALGORITMA EVOLUSI DIFERENSIAL. UNSPECIFIED thesis, UNSPECIFIED. http://etd.ugm.ac.id/index.php?mod=penelitian_detail&sub=PenelitianDetail&act=view&typ=html&buku_id=69009 |
| spellingShingle | ETD , AFNER SAUT SINAGA , Prof. Dr. Ir. Hamzah Berahim, M.T. PEMBEBANAN EKONOMIS DENGAN PENGENDALIAN EMISI PADA PEMBANGKIT TERMIS MENGGUNAKAN ALGORITMA EVOLUSI DIFERENSIAL |
| title | PEMBEBANAN EKONOMIS DENGAN PENGENDALIAN EMISI PADA PEMBANGKIT TERMIS MENGGUNAKAN
ALGORITMA EVOLUSI DIFERENSIAL |
| title_full | PEMBEBANAN EKONOMIS DENGAN PENGENDALIAN EMISI PADA PEMBANGKIT TERMIS MENGGUNAKAN
ALGORITMA EVOLUSI DIFERENSIAL |
| title_fullStr | PEMBEBANAN EKONOMIS DENGAN PENGENDALIAN EMISI PADA PEMBANGKIT TERMIS MENGGUNAKAN
ALGORITMA EVOLUSI DIFERENSIAL |
| title_full_unstemmed | PEMBEBANAN EKONOMIS DENGAN PENGENDALIAN EMISI PADA PEMBANGKIT TERMIS MENGGUNAKAN
ALGORITMA EVOLUSI DIFERENSIAL |
| title_short | PEMBEBANAN EKONOMIS DENGAN PENGENDALIAN EMISI PADA PEMBANGKIT TERMIS MENGGUNAKAN
ALGORITMA EVOLUSI DIFERENSIAL |
| title_sort | pembebanan ekonomis dengan pengendalian emisi pada pembangkit termis menggunakan algoritma evolusi diferensial |
| topic | ETD |
| work_keys_str_mv | AT afnersautsinaga pembebananekonomisdenganpengendalianemisipadapembangkittermismenggunakanalgoritmaevolusidiferensial AT profdrirhamzahberahimmt pembebananekonomisdenganpengendalianemisipadapembangkittermismenggunakanalgoritmaevolusidiferensial |