Interval type-2 fuzzy logic washing machine
By using fuzzy logic controller, one can control uncertain system where uncertainty exists on the input parameters. Generally, the delay in the system may cause time shift which disturbs the stability of the system. Therefore, the time delay systems with uncertainty can be represented by type-2 fuzz...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
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Korean Institute of Intelligent Systems
2019
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| Subjects: | |
| Online Access: | http://eprints.uthm.edu.my/5063/1/AJ%202020%20%2876%29.pdf |
| _version_ | 1796869134576779264 |
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| author | Nagarajan, D. Lathamaheswari, M. Kavikumar, J. Deenadayalan, E. |
| author_facet | Nagarajan, D. Lathamaheswari, M. Kavikumar, J. Deenadayalan, E. |
| author_sort | Nagarajan, D. |
| collection | UTHM |
| description | By using fuzzy logic controller, one can control uncertain system where uncertainty exists on the input parameters. Generally, the delay in the system may cause time shift which disturbs the stability of the system. Therefore, the time delay systems with uncertainty can be represented by type-2 fuzzy logic controller. In this paper, the reference values are considered as intervals and automatic selection of detergent intake needed for good washing is proposed by using interval type-2 fuzzy controller for the washing machine. Also transportation delay has been analyzed with the support of four different defuzzification methods and it is observed that Wu-Mendal uncertainty bound method gives better result to keep the system stabilized than other methods. |
| first_indexed | 2024-03-05T21:50:17Z |
| format | Article |
| id | uthm.eprints-5063 |
| institution | Universiti Tun Hussein Onn Malaysia |
| language | English |
| last_indexed | 2024-03-05T21:50:17Z |
| publishDate | 2019 |
| publisher | Korean Institute of Intelligent Systems |
| record_format | dspace |
| spelling | uthm.eprints-50632022-01-05T02:59:33Z http://eprints.uthm.edu.my/5063/ Interval type-2 fuzzy logic washing machine Nagarajan, D. Lathamaheswari, M. Kavikumar, J. Deenadayalan, E. T Technology (General) TK7800-8360 Electronics By using fuzzy logic controller, one can control uncertain system where uncertainty exists on the input parameters. Generally, the delay in the system may cause time shift which disturbs the stability of the system. Therefore, the time delay systems with uncertainty can be represented by type-2 fuzzy logic controller. In this paper, the reference values are considered as intervals and automatic selection of detergent intake needed for good washing is proposed by using interval type-2 fuzzy controller for the washing machine. Also transportation delay has been analyzed with the support of four different defuzzification methods and it is observed that Wu-Mendal uncertainty bound method gives better result to keep the system stabilized than other methods. Korean Institute of Intelligent Systems 2019 Article PeerReviewed text en http://eprints.uthm.edu.my/5063/1/AJ%202020%20%2876%29.pdf Nagarajan, D. and Lathamaheswari, M. and Kavikumar, J. and Deenadayalan, E. (2019) Interval type-2 fuzzy logic washing machine. International Journal of Fuzzy Logic and Intelligent Systems, 19 (4). pp. 223-233. ISSN 1598-2645 http://doi.org/10.5391/IJFIS.2019.19.4.223 |
| spellingShingle | T Technology (General) TK7800-8360 Electronics Nagarajan, D. Lathamaheswari, M. Kavikumar, J. Deenadayalan, E. Interval type-2 fuzzy logic washing machine |
| title | Interval type-2 fuzzy logic washing machine |
| title_full | Interval type-2 fuzzy logic washing machine |
| title_fullStr | Interval type-2 fuzzy logic washing machine |
| title_full_unstemmed | Interval type-2 fuzzy logic washing machine |
| title_short | Interval type-2 fuzzy logic washing machine |
| title_sort | interval type 2 fuzzy logic washing machine |
| topic | T Technology (General) TK7800-8360 Electronics |
| url | http://eprints.uthm.edu.my/5063/1/AJ%202020%20%2876%29.pdf |
| work_keys_str_mv | AT nagarajand intervaltype2fuzzylogicwashingmachine AT lathamaheswarim intervaltype2fuzzylogicwashingmachine AT kavikumarj intervaltype2fuzzylogicwashingmachine AT deenadayalane intervaltype2fuzzylogicwashingmachine |