The conceptual model of neuro-fuzzy regulation of the microclimate in the room
The purpose of this study is to develop a model of neuro-fuzzy regulation of the microclimate in the room. The proposed model consists of an artificial neural network serving to form a comfort index PMV, a fuzzy logic controller for regulating temperature and humidity in the room. This approach make...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
EDP Sciences
2018-01-01
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| Series: | MATEC Web of Conferences |
| Online Access: | https://doi.org/10.1051/matecconf/201825103020 |
| _version_ | 1818459479493050368 |
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| author | Karpenko Andrey Petrova Irina |
| author_facet | Karpenko Andrey Petrova Irina |
| author_sort | Karpenko Andrey |
| collection | DOAJ |
| description | The purpose of this study is to develop a model of neuro-fuzzy regulation of the microclimate in the room. The proposed model consists of an artificial neural network serving to form a comfort index PMV, a fuzzy logic controller for regulating temperature and humidity in the room. This approach makes it easy to manage these parameters through an estimate of the PMV index, which indicates the level of thermal comfort in the room. |
| first_indexed | 2024-12-14T23:15:00Z |
| format | Article |
| id | doaj.art-7146822f3804459c9032dcf0327a45c6 |
| institution | Directory Open Access Journal |
| issn | 2261-236X |
| language | English |
| last_indexed | 2024-12-14T23:15:00Z |
| publishDate | 2018-01-01 |
| publisher | EDP Sciences |
| record_format | Article |
| series | MATEC Web of Conferences |
| spelling | doaj.art-7146822f3804459c9032dcf0327a45c62022-12-21T22:44:06ZengEDP SciencesMATEC Web of Conferences2261-236X2018-01-012510302010.1051/matecconf/201825103020matecconf_ipicse2018_03020The conceptual model of neuro-fuzzy regulation of the microclimate in the roomKarpenko Andrey0Petrova Irina1Astrakhan State UniversityAstrakhan State University of Architecture and Civil EngineeringThe purpose of this study is to develop a model of neuro-fuzzy regulation of the microclimate in the room. The proposed model consists of an artificial neural network serving to form a comfort index PMV, a fuzzy logic controller for regulating temperature and humidity in the room. This approach makes it easy to manage these parameters through an estimate of the PMV index, which indicates the level of thermal comfort in the room.https://doi.org/10.1051/matecconf/201825103020 |
| spellingShingle | Karpenko Andrey Petrova Irina The conceptual model of neuro-fuzzy regulation of the microclimate in the room MATEC Web of Conferences |
| title | The conceptual model of neuro-fuzzy regulation of the microclimate in the room |
| title_full | The conceptual model of neuro-fuzzy regulation of the microclimate in the room |
| title_fullStr | The conceptual model of neuro-fuzzy regulation of the microclimate in the room |
| title_full_unstemmed | The conceptual model of neuro-fuzzy regulation of the microclimate in the room |
| title_short | The conceptual model of neuro-fuzzy regulation of the microclimate in the room |
| title_sort | conceptual model of neuro fuzzy regulation of the microclimate in the room |
| url | https://doi.org/10.1051/matecconf/201825103020 |
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