Implementation of an autonomous intelligent mobile robot for climate purposes

被引:3
|
作者
Gharajeh, Mohammad Samadi [1 ]
机构
[1] Islamic Azad Univ, Tabriz Branch, Young Researchers & Elite Club, Tabriz, Iran
关键词
autonomous intelligent robot; weather condition; utility function; supervised machine learning; fuzzy decision system; sensor; obstacle detection; ATmega32; microcontroller; LM35DZ sensor; MQ-2; photocell; infrared (IR) sensor; LCD; liquid crystal display; LED; light-emitting diode; DC motor; ALGORITHMS;
D O I
10.1504/IJAHUC.2019.10022345
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper proposes an autonomous intelligent mobile robot for climate purposes, called ClimateRobo, to notify the weather condition based on environmental data. An ATmega32 microcontroller is used to measure temperature, gas, light intensity, and distance to obstacles using the LM35DZ, MQ-2, photocell, and infrared (IR) sensors. A utility function is proposed to calculate the weather condition according to the temperature and gas data. Afterwards, the weather condition will be monitored on a liquid crystal display (LCD), an appropriate light-emitting diode (LED) will be illuminated, and an audio alarm would be enabled when weather condition is emergency as well as ambient brightness is high. The ambient brightness is calculated by a proposed supervised machine learning using sensed data of the photocell sensor. A fuzzy decision system is proposed to adjust the speed of DC motors based on weather condition and light intensity. The robot can detect and pass stationary obstacles with the six reflective sensors installed in the left, front, and right sides under six detection scenarios. Simulation results show performance of the proposed supervised machine learning, fuzzy decision system, and obstacle detection mechanism under various simulation parameters. The robot, initially, is simulated in the Proteus simulator and, then, is implemented by electronic circuits and mechanical devices.
引用
收藏
页码:200 / 218
页数:19
相关论文
共 50 条
  • [1] Implementation of Autonomous Mobile Robot in SmartFactory
    Hercik, Radim
    Byrtus, Radek
    Jaros, Rene
    Koziorek, Jiri
    APPLIED SCIENCES-BASEL, 2022, 12 (17):
  • [2] Implementation of mobile robot control in intelligent space
    Brscic, Drazen
    Sasaki, Takeshi
    Hashimoto, Hideki
    2006 SICE-ICASE INTERNATIONAL JOINT CONFERENCE, VOLS 1-13, 2006, : 5590 - +
  • [3] Intelligent Path Planning Approach for Autonomous Mobile Robot
    Al-Adwan, Ibrahim M.
    JOURNAL OF ROBOTICS AND MECHATRONICS, 2021, 33 (06) : 1422 - 1427
  • [4] Four-legged intelligent mobile autonomous robot
    Mahajan, A
    Figueroa, F
    ROBOTICS AND COMPUTER-INTEGRATED MANUFACTURING, 1997, 13 (01) : 51 - 61
  • [5] Intelligent Autonomous Navigation System for the Wheeled Mobile Robot
    Dat, Truong Minh
    Nieh, Yu-Feng Neil
    Lee, Min-Fan Ricky
    Khotimah, Wijayanti Nurul
    Dat, Luu Quoc
    MANUFACTURING SCIENCE AND TECHNOLOGY, PTS 1-8, 2012, 383-390 : 1611 - +
  • [6] Intelligent Control for Illuminance Measurement by an Autonomous Mobile Robot
    Inoue, R.
    Arai, T.
    Toda, Y.
    Tsujimoto, M.
    Taniguchi, K.
    Kubota, N.
    2019 IEEE INTERNATIONAL CONFERENCE ON ADVANCED ROBOTICS AND ITS SOCIAL IMPACTS (ARSO), 2019, : 270 - 274
  • [7] Study on Intelligent Control System of Autonomous Mobile Robot
    Sun, Jie
    Feng, Min
    Gong, Ruikun
    2012 2ND INTERNATIONAL CONFERENCE ON APPLIED ROBOTICS FOR THE POWER INDUSTRY (CARPI), 2012, : 92 - 94
  • [8] Educational Tool for Design and Implementation of an Autonomous Mobile Robot
    Gunes, Mahit
    Baba, A. Fevzi
    INTERNATIONAL JOURNAL OF ENGINEERING EDUCATION, 2009, 25 (02) : 239 - 249
  • [9] Simulation and Implementation of an Autonomous Mobile Robot for Outdoor Competitions
    Coninch Perin, Ana Carina
    Scortegagna, Renato Gregolon
    Hoffmann, Kleyton
    Fabro, Joao Alberto
    de Oliveira, Andre Schneider
    Januario, Marconi
    2020 IEEE INTERNATIONAL CONFERENCE ON INDUSTRIAL TECHNOLOGY (ICIT), 2020, : 395 - 400
  • [10] Design and implementation of an open autonomous mobile robot system
    Jia, JQ
    Chen, WD
    Xi, YG
    2004 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION, VOLS 1- 5, PROCEEDINGS, 2004, : 1726 - 1731