Application of genetic algorithmbin an active noise control system
An active noise control (ANC) system utilizing a genetic algorithm for reduction of noise in duct is described. A continuous genetic algorithm with a heuristic crossover method was applied in the controller of the system. The ANC system was tested on a laboratory stand. Measurements of the efficienc...
Saved in:
| Main Author: | |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Institute of Fundamental Technological Research Polish Academy of Sciences
2014-04-01
|
| Series: | Archives of Acoustics |
| Subjects: | |
| Online Access: | https://acoustics.ippt.pan.pl/index.php/aa/article/view/684 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1850104642676981760 |
|---|---|
| author | Grzegorz MAKAREWICZ |
| author_facet | Grzegorz MAKAREWICZ |
| author_sort | Grzegorz MAKAREWICZ |
| collection | DOAJ |
| description | An active noise control (ANC) system utilizing a genetic algorithm for reduction of noise in duct is described. A continuous genetic algorithm with a heuristic crossover method was applied in the controller of the system. The ANC system was tested on a laboratory stand. Measurements of the efficiency of the system related to basic parameters of the genetic algorithm were performed. A comparison of the effectiveness of ANC system based on the genetic algorithm to the system based on the LMS algorithm is presented. |
| format | Article |
| id | doaj-art-4b4fe25bded342928792f40c5d3bab7a |
| institution | DOAJ |
| issn | 0137-5075 2300-262X |
| language | English |
| publishDate | 2014-04-01 |
| publisher | Institute of Fundamental Technological Research Polish Academy of Sciences |
| record_format | Article |
| series | Archives of Acoustics |
| spelling | doaj-art-4b4fe25bded342928792f40c5d3bab7a2025-08-20T02:39:18ZengInstitute of Fundamental Technological Research Polish Academy of SciencesArchives of Acoustics0137-50752300-262X2014-04-01324Application of genetic algorithmbin an active noise control systemGrzegorz MAKAREWICZ0Central Institute for Labour Protection - National Research Institute Department of VibroacousticsAn active noise control (ANC) system utilizing a genetic algorithm for reduction of noise in duct is described. A continuous genetic algorithm with a heuristic crossover method was applied in the controller of the system. The ANC system was tested on a laboratory stand. Measurements of the efficiency of the system related to basic parameters of the genetic algorithm were performed. A comparison of the effectiveness of ANC system based on the genetic algorithm to the system based on the LMS algorithm is presented.https://acoustics.ippt.pan.pl/index.php/aa/article/view/684genetic algorithmactive noise controlactive noise reductioncrossoverLMS algorithm |
| spellingShingle | Grzegorz MAKAREWICZ Application of genetic algorithmbin an active noise control system Archives of Acoustics genetic algorithm active noise control active noise reduction crossover LMS algorithm |
| title | Application of genetic algorithmbin an active noise control system |
| title_full | Application of genetic algorithmbin an active noise control system |
| title_fullStr | Application of genetic algorithmbin an active noise control system |
| title_full_unstemmed | Application of genetic algorithmbin an active noise control system |
| title_short | Application of genetic algorithmbin an active noise control system |
| title_sort | application of genetic algorithmbin an active noise control system |
| topic | genetic algorithm active noise control active noise reduction crossover LMS algorithm |
| url | https://acoustics.ippt.pan.pl/index.php/aa/article/view/684 |
| work_keys_str_mv | AT grzegorzmakarewicz applicationofgeneticalgorithmbinanactivenoisecontrolsystem |