Simultaneous humidity and temperature fuzzy logic control in neonatal incubators

被引:0
|
作者
Ili Flores, Sebastian Alfredo [1 ]
Joaquin Konno, Hisashi [1 ]
Massafra, Alejandro M. [1 ]
Schiaffino, Luciano [1 ]
机构
[1] Univ Nacl Entre Rios, Fac Ingn, Oro Verde, Entre Rios, Argentina
关键词
Neonatal incubator control; fuzzy logic controller; temperature and humidity control; INFANT;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Preterm infants require an environment with controlled temperature and humidity conditions for their development and survival process. For an adequate regulation, it is necessary that the temperature control be carried out considering the temperature itself and the relative humidity (RH) of the incubator. The classic control strategies (PD, PID) present a limited response for this type of simultaneous regulation. The main objective of this work was to design a fuzzy logic control strategy for an adequate regulation of temperature and active humidity for a neonatal incubator. Ultrasound active humidification was incorporated in a commercial neonatal incubator in which the air control mode was used to implement the fuzzy logic control strategy. For the humidity and temperature control system, 90 fuzzy logic decision rules were established in a Mamdani type system that were implemented in a 32-bit ARM Cortex M4 microcontroller. Various tests were carried out to analyze the performance of the system and compliance with the particular norm of incubators. The Bland-Altman test indicated that the concordance limits show compliance with the norm both for the precision of the temperature indication with deviations less than 0.8 degrees C, and for the values of RH, which were kept below the limit of +/- 10%. It can be concluded that under the experimental conditions of the present work the tests showed that the strategy implemented is robust and with good immunity to noise.
引用
收藏
页数:6
相关论文
共 50 条
  • [1] The design of temperature and humidity control system in multi incubators based on fuzzy control
    Wang Rui-lan
    MECHANICAL AND ELECTRONICS ENGINEERING III, PTS 1-5, 2012, 130-134 : 2400 - 2403
  • [2] Temperature Stability and Humidity on Infant Incubator Based on Fuzzy Logic Control
    Widhiada, W.
    Nindhia, T. G. T.
    Gantara, I. N.
    Budarsa, I. M.
    Suarndwipa, I. N.
    ICCAI '19 - PROCEEDINGS OF THE 2019 5TH INTERNATIONAL CONFERENCE ON COMPUTING AND ARTIFICIAL INTELLIGENCE, 2019, : 155 - 159
  • [3] Application of a fuzzy decoupling control algorithm for simultaneous control of both temperature and humidity
    Wang Jian
    Xu Qiming
    Qin Tinggao
    THIRD INTERNATIONAL SYMPOSIUM ON PRECISION MECHANICAL MEASUREMENTS, PTS 1 AND 2, 2006, 6280
  • [4] GPC Multivariable Control Applied to Temperature and Humidity Neonate Incubators
    Zermani, M. A.
    Feki, E.
    Mami, A.
    2013 INTERNATIONAL CONFERENCE ON ELECTRICAL ENGINEERING AND SOFTWARE APPLICATIONS (ICEESA), 2013, : 772 - 777
  • [5] A System based on Fuzzy Logic Approach to Control Humidity and Temperature in Fungus Cultivation
    Laksono, Pringgo W.
    Jauhari, Wakhid A.
    Iftadi, Irwan
    Ayu, Christina K.
    Pandu, Ibnu B. P.
    Jamaluddin, Anif
    Saputro, Didik Eko
    Harjunowibowo, Dewanto
    PROCEEDING JOINT INTERNATIONAL CONFERENCE ON ELECTRIC VEHICULAR TECHNOLOGY AND INDUSTRIAL, MECHANICAL, ELECTRICAL, AND CHEMICAL ENGINEERING (ICEVT & IMECE), 2015, : 344 - 347
  • [6] Greenhouse Humidity Control based on Fuzzy Logic
    Labidi, Amira
    Chouchaine, Amine
    Mami, Abdelkader
    INTERNATIONAL JOURNAL OF COMPUTER SCIENCE AND NETWORK SECURITY, 2020, 20 (10): : 108 - 113
  • [7] Automatic Temperature and Humidity control system by using Fuzzy Logic Algorithm for Mushroom nursery
    Kaewwiset, Theeramet
    Yodkhad, Paitoon
    2017 INTERNATIONAL CONFERENCE ON DIGITAL ARTS, MEDIA AND TECHNOLOGY (ICDAMT): DIGITAL ECONOMY FOR SUSTAINABLE GROWTH, 2017, : 396 - 399
  • [8] Remote Monitoring of Temperature and Humidity-A Reliable and Inexpensive Device Development Applied in Neonatal Incubators
    Nunes Netto, Severino Peixoto
    Santana Chacon, Pablo Filipe
    de Morais Junior, Amauri Marcos C.
    Bezerra de Rubim Costa, Clara Luisa
    Brasil, Fabricio Lima
    XXVI BRAZILIAN CONGRESS ON BIOMEDICAL ENGINEERING, CBEB 2018, VOL 1, 2019, 70 (01): : 695 - 699
  • [9] Fuzzy Logic Controller of temperature and humidity inside an agricultural greenhouse
    Ben Ali, Rim
    Aridhi, Emna
    Abbes, Mehdi
    Mami, Abdelkader
    2016 7TH INTERNATIONAL RENEWABLE ENERGY CONGRESS (IREC), 2016,
  • [10] TEMPERATURE CONTROL IN INCUBATORS
    STOTHERS, JK
    CROSS, KW
    ARCHIVES OF DISEASE IN CHILDHOOD, 1979, 54 (12) : 972 - 972