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Research on glove adaptive temperature regulation based on Fuzzy PID

Published: 04 January 2021 Publication History

Abstract

Aiming at the influence of driving speed, air temperature, wind speed and other nonlinear factors on driving, the traditional PID has poor ability to adjust adaptively temperature, which it is difficult to meet the needs of self-adaptive temperature adjustment about the electric vehicle gloves. So a temperature control and thermal insulation system based on adaptive fuzzy PID for electric vehicle gloves is designed in this article. According to the fuzzy rule, the error and the rate of error change between the actual temperature and the set value of gloves are deduced, the increment ΔKp, ΔKi, ΔKd of Kp, Ki, Kd are obtained, then the PID control parameter Kp, Ki, Kd can be further adjusted to meet the needs of adaptive adjusting gloves temperature in different environments. The system adopts STM32F103C8T6 micro controller, voice recognition and player module, human body induction module and other sensors for hardware design, software design and experimental verification. Experimental result shows that contrasting the traditional PID control system the design in this paper significantly improves the temperature control accuracy of electric vehicle gloves, with less overshoot and stronger robustness. It is great significance to improve the reliability of the real-time temperature control system in different environments and the comfortable sensation of wearing for electric vehicle glove.

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    ISBDAI '20: Proceedings of the 2020 2nd International Conference on Big Data and Artificial Intelligence
    April 2020
    640 pages
    ISBN:9781450376457
    DOI:10.1145/3436286
    Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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    Association for Computing Machinery

    New York, NY, United States

    Publication History

    Published: 04 January 2021

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    Author Tags

    1. adaptive fuzzy PID
    2. electric vehicle gloves
    3. human body induction
    4. real-time temperature control system
    5. voice recognition and player

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    • Research-article
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    • Scientific Research Basic Ability Enhancement Program for Young and Middle-aged Teachers of Guangxi

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    ISBDAI '20

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    Overall Acceptance Rate 70 of 340 submissions, 21%

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