The conceptual model of neuro-fuzzy regulation of the microclimate in the room

被引：0
|
作者：
Karpenko, Andrey [1 ]
Petrova, Irina [2 ]
机构：
[1] Astrakhan State Univ, Astrakhan 414056, Russia
[2] Astrakhan State Univ Architecture & Civil Engn, Astrakhan 414056, Russia
来源：
VI INTERNATIONAL SCIENTIFIC CONFERENCE INTEGRATION, PARTNERSHIP AND INNOVATION IN CONSTRUCTION SCIENCE AND EDUCATION (IPICSE-2018) | 2018年 / 251卷
关键词：
THERMAL-COMFORT;
D O I：
10.1051/matecconf/201825103020
中图分类号：
TU [建筑科学];
学科分类号：
0813 ;
摘要：
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.
引用
收藏
页数：8
相关论文
共 50 条
  • [1] The conceptual model of neuro-fuzzy regulation of the microclimate in the room
    Karpenko, A. V.
    Petrova, I. Yu.
    [J]. IFAC PAPERSONLINE, 2018, 51 (30): : 636 - 640
  • [2] Simplifying a neuro-fuzzy model
    Castellano, G
    Fanelli, AM
    [J]. NEURAL PROCESSING LETTERS, 1996, 4 (02) : 75 - 81
  • [3] Development of a Neuro-Fuzzy Intelligent Network for Monitoring and Control of Microclimate Systems
    Kharchenko, R. Yu.
    Mykhailenko, V. S.
    Kochetkov, A. V.
    [J]. AUTOMATIC CONTROL AND COMPUTER SCIENCES, 2023, 57 (01) : 27 - 36
  • [4] Development of a Neuro-Fuzzy Intelligent Network for Monitoring and Control of Microclimate Systems
    R. Yu. Kharchenko
    V. S. Mykhailenko
    A. V. Kochetkov
    [J]. Automatic Control and Computer Sciences, 2023, 57 : 27 - 36
  • [5] Neuro-fuzzy model of homocysteine metabolism
    Naushad, Shaik Mohammad
    Devi, Akella Radha Rama
    Nivetha, Sriraman
    Lakshmitha, Ganapathy
    Stanley, Alex Balraj
    Hussain, Tajamul
    Kutala, Vijay Kumar
    [J]. JOURNAL OF GENETICS, 2017, 96 (06) : 919 - 926
  • [6] Neuro-fuzzy model of homocysteine metabolism
    Shaik Mohammad Naushad
    Akella Radha Rama Devi
    Sriraman Nivetha
    Ganapathy Lakshmitha
    Alex Balraj Stanley
    Tajamul Hussain
    Vijay Kumar Kutala
    [J]. Journal of Genetics, 2017, 96 : 919 - 926
  • [7] A neuro-fuzzy model for ozone forecasting
    Latini, G
    Cocci, GR
    Passerini, G
    Tascini, S
    [J]. Air Pollution XIII, 2005, 82 : 117 - 126
  • [8] NEURO-FUZZY MULTICRITERIA ASSESSMENT MODEL
    Malyar, N. N.
    Polishchuk, A., V
    Polishchuk, V. V.
    Sharkadi, M. N.
    [J]. RADIO ELECTRONICS COMPUTER SCIENCE CONTROL, 2019, (04) : 83 - 91
  • [9] FDIMLP: A new neuro-fuzzy model
    Bologna, G
    [J]. IJCNN'01: INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS, VOLS 1-4, PROCEEDINGS, 2001, : 1328 - 1333
  • [10] Optimal Neuro-Fuzzy model configuration
    Viharos, Zsolt Janos
    Kis, Krisztian Balazs
    [J]. 2016 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS (SMC), 2016, : 3640 - 3645
12345