Energy saving by applying the fuzzy cognitive map control in controlling the temperature and humidity of room
This paper investigated the implementing of soft computing methodology of fuzzy cognitive map on controlling parameters of heating, ventilating and air-conditioning systems. In the past few years, many researches have been done on application of different controllers on heating, ventilating and air-...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
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Academic Journals
2017
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| Online Access: | http://psasir.upm.edu.my/id/eprint/61718/1/Energy%20saving%20by%20applying%20the%20fuzzy%20cognitive%20map%20control%20.pdf |
| _version_ | 1825932379993145344 |
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| author | Behrooz, Farinaz Ramli, Abdul Rahman Samsudin, Khairulmizam Eliasi, Hossein |
| author_facet | Behrooz, Farinaz Ramli, Abdul Rahman Samsudin, Khairulmizam Eliasi, Hossein |
| author_sort | Behrooz, Farinaz |
| collection | UPM |
| description | This paper investigated the implementing of soft computing methodology of fuzzy cognitive map on controlling parameters of heating, ventilating and air-conditioning systems. In the past few years, many researches have been done on application of different controllers on heating, ventilating and air-conditioning system as a more energy consuming part of the building automation system. Unlike the conventional control methods which are used more in this area like PID controller, the fuzzy cognitive maps method was chosen to control of the temperature and humidity of the room in winter operation season and summer operation season. By applying the fuzzy cognitive map controller, more energy efficiency and also more energy saving has obtained. The advantages of using fuzzy cognitive maps indicated as a controller on the typical heating, ventilating and air-conditioning system in this paper. The algorithm of FCM control reached to the goals of comfort, robustness and energy saving. |
| first_indexed | 2024-03-06T09:41:08Z |
| format | Article |
| id | upm.eprints-61718 |
| institution | Universiti Putra Malaysia |
| language | English |
| last_indexed | 2024-03-06T09:41:08Z |
| publishDate | 2017 |
| publisher | Academic Journals |
| record_format | dspace |
| spelling | upm.eprints-617182019-01-08T08:50:24Z http://psasir.upm.edu.my/id/eprint/61718/ Energy saving by applying the fuzzy cognitive map control in controlling the temperature and humidity of room Behrooz, Farinaz Ramli, Abdul Rahman Samsudin, Khairulmizam Eliasi, Hossein This paper investigated the implementing of soft computing methodology of fuzzy cognitive map on controlling parameters of heating, ventilating and air-conditioning systems. In the past few years, many researches have been done on application of different controllers on heating, ventilating and air-conditioning system as a more energy consuming part of the building automation system. Unlike the conventional control methods which are used more in this area like PID controller, the fuzzy cognitive maps method was chosen to control of the temperature and humidity of the room in winter operation season and summer operation season. By applying the fuzzy cognitive map controller, more energy efficiency and also more energy saving has obtained. The advantages of using fuzzy cognitive maps indicated as a controller on the typical heating, ventilating and air-conditioning system in this paper. The algorithm of FCM control reached to the goals of comfort, robustness and energy saving. Academic Journals 2017-01 Article PeerReviewed text en http://psasir.upm.edu.my/id/eprint/61718/1/Energy%20saving%20by%20applying%20the%20fuzzy%20cognitive%20map%20control%20.pdf Behrooz, Farinaz and Ramli, Abdul Rahman and Samsudin, Khairulmizam and Eliasi, Hossein (2017) Energy saving by applying the fuzzy cognitive map control in controlling the temperature and humidity of room. International Journal of Physical Sciences, 12 (1). art. no. A44FE2062333. pp. 13-23. ISSN 1992-1950 https://academicjournals.org/journal/IJPS/article-abstract/A44FE2062333 10.5897/IJPS11.822 |
| spellingShingle | Behrooz, Farinaz Ramli, Abdul Rahman Samsudin, Khairulmizam Eliasi, Hossein Energy saving by applying the fuzzy cognitive map control in controlling the temperature and humidity of room |
| title | Energy saving by applying the fuzzy cognitive map
control in controlling the temperature and humidity
of room |
| title_full | Energy saving by applying the fuzzy cognitive map
control in controlling the temperature and humidity
of room |
| title_fullStr | Energy saving by applying the fuzzy cognitive map
control in controlling the temperature and humidity
of room |
| title_full_unstemmed | Energy saving by applying the fuzzy cognitive map
control in controlling the temperature and humidity
of room |
| title_short | Energy saving by applying the fuzzy cognitive map
control in controlling the temperature and humidity
of room |
| title_sort | energy saving by applying the fuzzy cognitive map control in controlling the temperature and humidity of room |
| url | http://psasir.upm.edu.my/id/eprint/61718/1/Energy%20saving%20by%20applying%20the%20fuzzy%20cognitive%20map%20control%20.pdf |
| work_keys_str_mv | AT behroozfarinaz energysavingbyapplyingthefuzzycognitivemapcontrolincontrollingthetemperatureandhumidityofroom AT ramliabdulrahman energysavingbyapplyingthefuzzycognitivemapcontrolincontrollingthetemperatureandhumidityofroom AT samsudinkhairulmizam energysavingbyapplyingthefuzzycognitivemapcontrolincontrollingthetemperatureandhumidityofroom AT eliasihossein energysavingbyapplyingthefuzzycognitivemapcontrolincontrollingthetemperatureandhumidityofroom |