COMFORT INDEX CALCULATION USING ARTIFICIAL NEURAL NETWORKS

被引:0
|
作者
Jeler, Radu [1 ]
Rusu, Florina [1 ]
Balan, Radu [1 ]
机构
[1] Tech Univ Cluj Napoca, Dept Mechatron & Machine Dynam, Cluj Napoca, Romania
来源
ACTA TECHNICA NAPOCENSIS SERIES-APPLIED MATHEMATICS MECHANICS AND ENGINEERING | 2015年 / 58卷 / 02期
关键词
comfort index; artificial neural networks; evolutionary algorithm;
D O I
暂无
中图分类号
O3 [力学];
学科分类号
08 ; 0801 ;
摘要
Client comfort has been and still is one of the most important goals of respectable companies. The comfort is influenced by several factors, such as air temperature or noise. However, the factor influence differs sometimes dramatically. Based on statistical data collected using sensors the influence of each factor can be approximated. In this paper we propose a comfort index calculation based on a basic artificial neural network which uses an evolutionary algorithm for the training process.
引用
收藏
页码:263 / 266
页数:4
相关论文
共 50 条
  • [1] On hydrologic calculation using artificial neural networks
    Feng, Lihua
    Hong, Weihu
    APPLIED MATHEMATICS LETTERS, 2008, 21 (05) : 453 - 458
  • [2] Using artificial neural networks as a tool to estimate vehicle ride comfort
    Stammen, K.
    Meywerk, M.
    TIRES - CHASSIS - ROAD IN THE INTERPLAY BETWEEN COSTS, TECHNOLOGY AND THE ENVIRONMENT, 2007, (2014): : 323 - 339
  • [3] Using artificial neural networks as a tool to estimate vehicle ride comfort
    Stammen, K.
    Meywerk, M.
    VDI Berichte, 2007, (2014): : 323 - 339
  • [4] CALCULATION THE ENVIRONMENTAL IMPACTS OF BLEVE USING ARTIFICIAL NEURAL NETWORKS
    Barisik, Tolga
    Guneri, Ali Fuat
    FRESENIUS ENVIRONMENTAL BULLETIN, 2021, 30 (7A): : 9611 - 9616
  • [5] Prediction of Refractive Index of Polymers Using Artificial Neural Networks
    Astray, G.
    Cid, A.
    Moldes, O.
    Ferreiro-Lage, J. A.
    Galvez, J. F.
    Mejuto, J. C.
    JOURNAL OF CHEMICAL AND ENGINEERING DATA, 2010, 55 (11): : 5388 - 5393
  • [6] ARTIFICIAL NEURAL NETWORKS FOR PREDICTING ANIMAL THERMAL COMFORT
    Borges, Pedro H. M.
    de Mendoza, Zaira M. S. H.
    Morais, Pedro H. M.
    dos Santos, Ronei L.
    ENGENHARIA AGRICOLA, 2018, 38 (06): : 844 - 856
  • [7] Rapid Calculation of Missile Aerodynamic Coefficients Using Artificial Neural Networks
    Ritz, Steven G.
    Dahlen, Jeffrey A.
    Hartfield, Roy J.
    Burkhalter, John E.
    Woltosz, Walter S.
    2015 IEEE AEROSPACE CONFERENCE, 2015,
  • [8] Identification of organic compounds using artificial neural networks and refractive index
    Kirigiti, Innocent Abel
    Aminah, Nanik Siti
    Thomas, Samson
    JOURNAL OF THE SERBIAN CHEMICAL SOCIETY, 2023, 88 (10) : 1013 - 1023
  • [9] Estimation of Chlorophyll Concentration Index at Leaves using Artificial Neural Networks
    Odabas, Mehmet Serhat
    Senyer, Nurettin
    Kayhan, Gokhan
    Ergun, Erhan
    JOURNAL OF CIRCUITS SYSTEMS AND COMPUTERS, 2017, 26 (02)
  • [10] Predicting pavement condition index using artificial neural networks approach
    Issa, Amjad
    Samaneh, Haya
    Ghanim, Mohammad
    AIN SHAMS ENGINEERING JOURNAL, 2022, 13 (01)